problem_id int64 74 166k | problem stringlengths 20 219 | data_type stringclasses 1
value | problem_type stringclasses 2
values | options listlengths 0 5 | solution stringlengths 276 1.5k | path stringlengths 16 85 | data_source stringclasses 1
value | observation stringlengths 92 838 | process stringlengths 61 1k | seed_source_file stringclasses 1
value | seed_problem_id int64 74 166k | seed_data_source stringclasses 10
values | seed_solution stringclasses 9
values | gemini_model stringclasses 1
value | gemini_raw stringlengths 282 1.51k | gemini_elapsed_s float64 2.98 48.1 | verifier_reply stringclasses 14
values | verifier_pred stringclasses 9
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
139,564 | What does the person do after transferring the contents of the pot? | video | multiple choice | [
"A. They clean the kitchen counter",
"B. They start chopping vegetables",
"C. They turn off the stove",
"D. They hold the now-empty pot over the stove"
] | <observation>In the video, a person is cooking in a kitchen. At the beginning (00:00-00:03), the person is pouring the contents of a smaller pot into a larger pot that is sitting on a gas stove. To the left of the pot, there is a frying pan containing sliced mushrooms. After the contents are transferred (00:04-00:05), ... | ./LLaVA-Video-178K/academic_source/youcook2/325/JrOs3kkSZ48/split_2.mp4 | gemini-p2r-gemini-3-flash-preview | In the video, a person is cooking in a kitchen. At the beginning (00:00-00:03), the person is pouring the contents of a smaller pot into a larger pot that is sitting on a gas stove. To the left of the pot, there is a frying pan containing sliced mushrooms. After the contents are transferred (00:04-00:05), the person co... | The question asks what the person does after transferring the contents of the pot. From the observation, the person finishes pouring the contents from a smaller pot into a larger one around the 00:04 mark. Immediately following this, the person remains holding the empty pot over the stove. Comparing this to the options... | Video-R1-COT-10k-video-only-4k.json | 139,564 | LLaVA-Video-178K/0_30_s_academic_v0_1 | <answer>D</answer> | gemini-3-flash-preview | <observation>
In the video, a person is cooking in a kitchen. At the beginning (00:00-00:03), the person is pouring the contents of a smaller pot into a larger pot that is sitting on a gas stove. To the left of the pot, there is a frying pan containing sliced mushrooms. After the contents are transferred (00:04-00:05),... | 5.663798 | <answer>D</answer> | D |
39,810 | How does the matchstick burn on the matchbox? | video | multiple choice | [
"A. At a moderate speed",
"B. Slowly",
"C. Quickly",
"D. It does not burn"
] | <observation>The video shows a matchstick head being cut off and wrapped in aluminum foil to create a small rocket. This rocket is then placed on a matchstick that is stuck into a matchbox (around 00:30-00:33). At 00:34, a candle is used to heat the aluminum foil. Within a second (00:35), the matchstick head inside the... | ./LLaVA-Video-178K/liwei_youtube_videos/videos/youtube_video_2024/ytb_5TkCw7nHn6I.mp4 | gemini-p2r-gemini-3-flash-preview | The video shows a matchstick head being cut off and wrapped in aluminum foil to create a small rocket. This rocket is then placed on a matchstick that is stuck into a matchbox (around 00:30-00:33). At 00:34, a candle is used to heat the aluminum foil. Within a second (00:35), the matchstick head inside the foil ignites... | The matchstick head is used as fuel for a DIY foil rocket. When heat from a candle is applied to the foil, the match head ignites. The ignition and subsequent propulsion happen almost immediately, which characterizes a "quick" burn rather than a slow or moderate one. The visual evidence of the rapid smoke release and t... | Video-R1-COT-10k-video-only-4k.json | 39,810 | LLaVA-Video-178K/30_60_s_youtube_v0_1 | <answer>C</answer> | gemini-3-flash-preview | <observation>
The video shows a matchstick head being cut off and wrapped in aluminum foil to create a small rocket. This rocket is then placed on a matchstick that is stuck into a matchbox (around 00:30-00:33). At 00:34, a candle is used to heat the aluminum foil. Within a second (00:35), the matchstick head inside th... | 5.657918 | C | C |
56,758 | What time of day does the lighting in the video suggest? | video | multiple choice | [
"A. Midday",
"B. Early morning or late afternoon",
"C. Late night",
"D. Midnight"
] | <observation>In the video, a woman and a small black dog are indoors. Behind them is a window with horizontal blinds. Light is clearly visible coming through the slats of the blinds. The light has a soft, somewhat warm quality and is not intensely bright like direct overhead sun. It appears to be natural light from out... | ./LLaVA-Video-178K/academic_source/NextQA/1104/8103895526.mp4 | gemini-p2r-gemini-3-flash-preview | In the video, a woman and a small black dog are indoors. Behind them is a window with horizontal blinds. Light is clearly visible coming through the slats of the blinds. The light has a soft, somewhat warm quality and is not intensely bright like direct overhead sun. It appears to be natural light from outside. | The presence of natural light coming through the window blinds indicates that it is daytime. The soft and directional nature of the light suggests that the sun is likely at a low angle in the sky, which typically occurs during the early morning or late afternoon. It is not bright enough for midday, and the presence of ... | Video-R1-COT-10k-video-only-4k.json | 56,758 | LLaVA-Video-178K/0_30_s_academic_v0_1 | <answer>B</answer> | gemini-3-flash-preview | <observation>
In the video, a woman and a small black dog are indoors. Behind them is a window with horizontal blinds. Light is clearly visible coming through the slats of the blinds. The light has a soft, somewhat warm quality and is not intensely bright like direct overhead sun. It appears to be natural light from ou... | 5.873821 | B | B |
132,196 | Why does the person in the blue T-shirt demonstrate a controlled ascent and descent? | video | multiple choice | [
"A. To entertain the viewers",
"B. To prepare for a competition",
"C. To show proper technique for using the campus board",
"D. To show off their strength"
] | <observation>A person in a blue T-shirt is in an indoor climbing gym. He is standing in front of a campus board, which consists of several wooden rungs attached to an overhanging wall. He demonstrates various exercises on the board:
- Hanging on a rung with an "open crimp" hand position (00:45-01:14).
- Climbing up the... | ./LLaVA-Video-178K/academic_source/activitynet/v__7l3OxQodF0.mp4 | gemini-p2r-gemini-3-flash-preview | A person in a blue T-shirt is in an indoor climbing gym. He is standing in front of a campus board, which consists of several wooden rungs attached to an overhanging wall. He demonstrates various exercises on the board:
- Hanging on a rung with an "open crimp" hand position (00:45-01:14).
- Climbing up the rungs one by... | The person in the video is an instructor or expert (as indicated by the "Howcast" branding and his clear explanations). He is showing different ways to use a campus board for climbing training. The title of the video is "How to Use a Campus Board for Indoor Climbing." His demonstrations of controlled ascent and descent... | Video-R1-COT-10k-video-only-4k.json | 132,196 | LLaVA-Video-178K/2_3_m_academic_v0_1 | <answer>C</answer> | gemini-3-flash-preview | <observation>
A person in a blue T-shirt is in an indoor climbing gym. He is standing in front of a campus board, which consists of several wooden rungs attached to an overhanging wall. He demonstrates various exercises on the board:
- Hanging on a rung with an "open crimp" hand position (00:45-01:14).
- Climbing up th... | 9.0045 | <answer>C</answer> | C |
29,284 | What does the person in the pink shirt do after cutting open the package? | video | multiple choice | [
"A. They immediately eat the corn",
"B. They peel off the green husk to reveal the white kernels",
"C. They throw the package away",
"D. They hand the corn to another person"
] | <observation>The person in the pink shirt uses a pair of red scissors to cut open the blue and green package containing the corn. After opening the package, she proceeds to peel away the green outer husk from the corn cob, revealing the white kernels underneath.</observation>
<think>The woman in the pink shirt cuts the... | ./LLaVA-Video-178K/liwei_youtube_videos/videos/youtube_video_2024/ytb_qCaOCNHUsPg.mp4 | gemini-p2r-gemini-3-flash-preview | The person in the pink shirt uses a pair of red scissors to cut open the blue and green package containing the corn. After opening the package, she proceeds to peel away the green outer husk from the corn cob, revealing the white kernels underneath. | The woman in the pink shirt cuts the package open at approximately 00:08. Immediately following this, from 00:10 to 00:15, she is seen peeling off the green husk to reveal the white corn kernels. Therefore, option B accurately describes her next action. | Video-R1-COT-10k-video-only-4k.json | 29,284 | LLaVA-Video-178K/30_60_s_youtube_v0_1 | <answer>B</answer> | gemini-3-flash-preview | <observation>
The person in the pink shirt uses a pair of red scissors to cut open the blue and green package containing the corn. After opening the package, she proceeds to peel away the green outer husk from the corn cob, revealing the white kernels underneath.
</observation>
<think>
The woman in the pink shirt cuts ... | 3.987182 | <answer>B</answer> | B |
7,601 | What metaphor is used to describe the conga drums in the video? | video | multiple choice | [
"A. The conga drums are two women",
"B. The conga drums are two children",
"C. The conga drums are two men",
"D. The conga drums are two animals"
] | <observation>At the beginning of the video (around 0:02 - 0:05), a man standing behind two conga drums says in Spanish, "Las congas son dos mujeres," which is translated in the English subtitles as "The conga drums are two women." He then continues the metaphor by comparing how one should treat the drums to how one sho... | ./LLaVA-Video-178K/academic_source/activitynet/v_Kmk0IVi2Xu4.mp4 | gemini-p2r-gemini-3-flash-preview | At the beginning of the video (around 0:02 - 0:05), a man standing behind two conga drums says in Spanish, "Las congas son dos mujeres," which is translated in the English subtitles as "The conga drums are two women." He then continues the metaphor by comparing how one should treat the drums to how one should treat wom... | The video explicitly states the metaphor through both spoken dialogue and subtitles. The man says that the conga drums are two women and proceeds to explain how hitting them hard makes them "mad" while caressing them makes them do "whatever you want." This directly corresponds to option A. | Video-R1-COT-10k-video-only-4k.json | 7,601 | LLaVA-Video-178K/2_3_m_academic_v0_1 | <answer>A</answer> | gemini-3-flash-preview | <observation>
At the beginning of the video (around 0:02 - 0:05), a man standing behind two conga drums says in Spanish, "Las congas son dos mujeres," which is translated in the English subtitles as "The conga drums are two women." He then continues the metaphor by comparing how one should treat the drums to how one sh... | 4.975327 | <answer>A</answer> | A |
38,292 | What accessories are worn by the hand performing the grooming? | video | multiple choice | [
"A. A silver ring and a gold watch",
"B. A bracelet and a ring",
"C. A gold ring and a bracelet",
"D. A gold ring and a silver watch"
] | <observation>In the video, a person is grooming another man's beard. Starting from approximately 01:06, the groomer's left hand and wrist are visible. On the ring finger of the left hand, there is a gold-colored ring. On the left wrist, there is a silver-colored watch with a metallic band. These accessories remain visi... | ./LLaVA-Video-178K/academic_source/activitynet/v_QakbOSMJ0AA.mp4 | gemini-p2r-gemini-3-flash-preview | In the video, a person is grooming another man's beard. Starting from approximately 01:06, the groomer's left hand and wrist are visible. On the ring finger of the left hand, there is a gold-colored ring. On the left wrist, there is a silver-colored watch with a metallic band. These accessories remain visible throughou... | 1. Identify the person performing the grooming (the barber/stylist).
2. Examine the hands and wrists of the groomer as they work on the client's beard.
3. At 01:06, a gold ring is clearly visible on the groomer's left ring finger.
4. At 01:07 and throughout subsequent shots (e.g., 01:28, 01:40), a silver watch is visib... | Video-R1-COT-10k-video-only-4k.json | 38,292 | LLaVA-Video-178K/2_3_m_academic_v0_1 | <answer>D</answer> | gemini-3-flash-preview | <observation>
In the video, a person is grooming another man's beard. Starting from approximately 01:06, the groomer's left hand and wrist are visible. On the ring finger of the left hand, there is a gold-colored ring. On the left wrist, there is a silver-colored watch with a metallic band. These accessories remain vis... | 7.207023 | D | D |
97,723 | Where is this video taken?
Options: | video | multiple choice | [
"A. roadside.",
"B. lake.",
"C. dining table.",
"D. speech event.",
"E. on the plane."
] | <observation>In the video, several men in suits and a priest are gathered around a stone monument. They are taking turns placing red and green poppy wreaths at the base of the monument. In the background, there are several cars parked along a road or in a parking area, and there are trees surrounding the site. The cere... | ./NeXT-QA/NextQA/NExTVideo/1105/10798608136.mp4 | gemini-p2r-gemini-3-flash-preview | In the video, several men in suits and a priest are gathered around a stone monument. They are taking turns placing red and green poppy wreaths at the base of the monument. In the background, there are several cars parked along a road or in a parking area, and there are trees surrounding the site. The ceremony is takin... | The visual evidence shows a wreath-laying ceremony at a memorial monument. The presence of cars parked directly behind the monument and the general layout of the area suggest it is located near a road. Among the given options, "roadside" is the most accurate description of the physical setting where the cars are parked... | Video-R1-COT-10k-video-only-4k.json | 97,723 | NeXT-QA/30_60_s_nextqa | <answer>A</answer> | gemini-3-flash-preview | <observation>
In the video, several men in suits and a priest are gathered around a stone monument. They are taking turns placing red and green poppy wreaths at the base of the monument. In the background, there are several cars parked along a road or in a parking area, and there are trees surrounding the site. The cer... | 4.940048 | A | A |
72,286 | What is the main focus of the video? | video | multiple choice | [
"A. Setting up a kitchen",
"B. Washing vegetables",
"C. Peeling and cutting potatoes",
"D. Cooking a meal"
] | <observation>The video shows a person peeling a potato with a white peeler from the beginning until around 0:06. Then, from 0:07 to the end, a woman in a chef's uniform is shown cutting the peeled potatoes into smaller, evenly sized chunks on a cutting board. Several already peeled potatoes are visible on the counter.<... | ./LLaVA-Video-178K/academic_source/youcook2/114/uFbAiNoQYQE/split_1.mp4 | gemini-p2r-gemini-3-flash-preview | The video shows a person peeling a potato with a white peeler from the beginning until around 0:06. Then, from 0:07 to the end, a woman in a chef's uniform is shown cutting the peeled potatoes into smaller, evenly sized chunks on a cutting board. Several already peeled potatoes are visible on the counter. | The primary actions depicted in the video are peeling potatoes and then cutting them into smaller pieces. These are the main activities shown throughout the short clip. Option C directly matches these observations. | Video-R1-COT-10k-video-only-4k.json | 72,286 | LLaVA-Video-178K/0_30_s_academic_v0_1 | <answer>C</answer> | gemini-3-flash-preview | <observation>
The video shows a person peeling a potato with a white peeler from the beginning until around 0:06. Then, from 0:07 to the end, a woman in a chef's uniform is shown cutting the peeled potatoes into smaller, evenly sized chunks on a cutting board. Several already peeled potatoes are visible on the counter.... | 6.952487 | <answer>C</answer> | C |
123,989 | Where did the lady place her hands?
Options: | video | multiple choice | [
"A. on her head.",
"B. on the floor.",
"C. in her mouth.",
"D. behind her back.",
"E. rest on ice box."
] | <observation>The video shows an elderly woman with grey hair wearing a black sleeveless top standing next to an elderly man in a patio area with a swimming pool and waterfall. From around 00:15 to 00:30, the woman is seen standing with her hands positioned behind her back. As she turns and walks between 00:30 and 00:38... | ./NeXT-QA/NextQA/NExTVideo/1011/5862975971.mp4 | gemini-p2r-gemini-3-flash-preview | The video shows an elderly woman with grey hair wearing a black sleeveless top standing next to an elderly man in a patio area with a swimming pool and waterfall. From around 00:15 to 00:30, the woman is seen standing with her hands positioned behind her back. As she turns and walks between 00:30 and 00:38, her hands r... | I observed the lady throughout the video. She is consistently seen with her hands positioned behind her back while she stands and walks near the pool area and the stone fireplace. This matches option D. | Video-R1-COT-10k-video-only-4k.json | 123,989 | NeXT-QA/30_60_s_nextqa | <answer>D</answer> | gemini-3-flash-preview | <observation>
The video shows an elderly woman with grey hair wearing a black sleeveless top standing next to an elderly man in a patio area with a swimming pool and waterfall. From around 00:15 to 00:30, the woman is seen standing with her hands positioned behind her back. As she turns and walks between 00:30 and 00:3... | 6.058218 | <answer>D</answer> | D |
23,382 | How does the person perform the walking exercise? | video | multiple choice | [
"A. Running in place",
"B. Slowly with high knee lifts",
"C. At a moderate pace with eyes open",
"D. Quickly with small steps"
] | <observation>The person in the video performs the walking exercise by walking in place with high knee lifts. They move at a slow, deliberate pace and have their eyes closed throughout the exercise as instructed by the onscreen text.</observation>
<think>The person is shown walking in place from 00:04 to 00:13. Their kn... | ./LLaVA-Video-178K/liwei_youtube_videos/videos/youtube_video_2024/ytb_asWtLrsZ5XU.mp4 | gemini-p2r-gemini-3-flash-preview | The person in the video performs the walking exercise by walking in place with high knee lifts. They move at a slow, deliberate pace and have their eyes closed throughout the exercise as instructed by the onscreen text. | The person is shown walking in place from 00:04 to 00:13. Their knees are lifted high, and the movement is slow and rhythmic. The onscreen text indicates that the exercise should be done with eyes closed. Option B accurately describes the slow pace and high knee lifts observed in the video. | Video-R1-COT-10k-video-only-4k.json | 23,382 | LLaVA-Video-178K/30_60_s_youtube_v0_1 | <answer>B</answer> | gemini-3-flash-preview | <observation>
The person in the video performs the walking exercise by walking in place with high knee lifts. They move at a slow, deliberate pace and have their eyes closed throughout the exercise as instructed by the onscreen text.
</observation>
<think>
The person is shown walking in place from 00:04 to 00:13. Their... | 4.29927 | <answer>B</answer> | B |
120,786 | Why is the Ducati SUPERLEGGERA V4 discussed in the video? | video | multiple choice | [
"A. It is illegal in India",
"B. It is the fastest motorcycle in the world",
"C. It is the most affordable Ducati model",
"D. It is the oldest Ducati model"
] | <observation>The video features a red Ducati motorcycle with the text "Why it's illegal in India X" overlaid on the screen. A woman stands beside the bike and explicitly states, "This Ducati is not legal to be sold in India anymore," identifying it as the "SUPERLEGGERA V4". She explains that it doesn't comply with Euro... | ./LLaVA-Video-178K/liwei_youtube_videos/videos/youtube_video_2024/ytb_anniOt7Sysk.mp4 | gemini-p2r-gemini-3-flash-preview | The video features a red Ducati motorcycle with the text "Why it's illegal in India X" overlaid on the screen. A woman stands beside the bike and explicitly states, "This Ducati is not legal to be sold in India anymore," identifying it as the "SUPERLEGGERA V4". She explains that it doesn't comply with Euro 5 (BS6) norm... | The video's central theme, as established by the opening text and the narrator's first sentence, is the illegality of the Ducati SUPERLEGGERA V4 in India. While other features like its carbon fiber construction and weight are mentioned later, the reason it's being highlighted in this specific context is its legal statu... | Video-R1-COT-10k-video-only-4k.json | 120,786 | LLaVA-Video-178K/30_60_s_youtube_v0_1 | <answer>A</answer> | gemini-3-flash-preview | <observation>
The video features a red Ducati motorcycle with the text "Why it's illegal in India X" overlaid on the screen. A woman stands beside the bike and explicitly states, "This Ducati is not legal to be sold in India anymore," identifying it as the "SUPERLEGGERA V4". She explains that it doesn't comply with Eur... | 3.905918 | <answer>A</answer> | A |
44,491 | Why are the children standing still while speaking?
Options: | video | multiple choice | [
"A. restrict access.",
"B. posing for a picture.",
"C. performing.",
"D. dozing off.",
"E. looking where he is going."
] | <observation>Five children, three girls and two boys of various ages, are standing in a line in an indoor setting. Behind them is a counter with alphabet and animal cards displayed. They are singing a song about the British Isles together, looking directly at the camera. Their movements are limited to singing and occas... | ./NeXT-QA/NextQA/NExTVideo/1013/3004725629.mp4 | gemini-p2r-gemini-3-flash-preview | Five children, three girls and two boys of various ages, are standing in a line in an indoor setting. Behind them is a counter with alphabet and animal cards displayed. They are singing a song about the British Isles together, looking directly at the camera. Their movements are limited to singing and occasional small s... | The children are standing in a line and singing a rehearsed song about the British Isles. This activity is a presentation or performance for the camera. Standing still while speaking/singing in this manner is characteristic of a formal or semi-formal performance. | Video-R1-COT-10k-video-only-4k.json | 44,491 | NeXT-QA/1_2_m_nextqa | <answer>C</answer> | gemini-3-flash-preview | <observation>
Five children, three girls and two boys of various ages, are standing in a line in an indoor setting. Behind them is a counter with alphabet and animal cards displayed. They are singing a song about the British Isles together, looking directly at the camera. Their movements are limited to singing and occa... | 5.013473 | C | C |
116,280 | Where is the person? | video | multiple choice | [
"A. Indoors in the living room or bedroom",
"B. Indoors in the bathroom",
"C. Indoors in the kitchen"
] | <observation>A person is seen sitting cross-legged on a bed with a patterned bedspread. On the bed, there are pillows, including a large bolster with a pink and white pattern and several white pillows. The person is folding clothes, specifically a pink shirt and a pair of black trousers, and placing them on a stack of ... | ./PerceptionTest/video_2280.mp4 | gemini-p2r-gemini-3-flash-preview | A person is seen sitting cross-legged on a bed with a patterned bedspread. On the bed, there are pillows, including a large bolster with a pink and white pattern and several white pillows. The person is folding clothes, specifically a pink shirt and a pair of black trousers, and placing them on a stack of already folde... | The video shows a person sitting on a bed and folding laundry. The presence of a bed, pillows, and the activity of folding clothes are characteristic of a bedroom or a living room area where one might perform such household chores. There are no signs of a bathroom (like a toilet or shower) or a kitchen (like a stove or... | Video-R1-COT-10k-video-only-4k.json | 116,280 | PerceptionTest/train | <answer>A</answer> | gemini-3-flash-preview | <observation>
A person is seen sitting cross-legged on a bed with a patterned bedspread. On the bed, there are pillows, including a large bolster with a pink and white pattern and several white pillows. The person is folding clothes, specifically a pink shirt and a pair of black trousers, and placing them on a stack of... | 7.775459 | <answer>A</answer> | A |
110,374 | Why did the person raise their arms while standing next to the white plastic chair? | video | multiple choice | [
"A. To adjust the pink and white checkered cloth around their head",
"B. To reach for an item on the desk",
"C. To wave at someone",
"D. To stretch"
] | <observation>The video shows a person sitting in a white plastic chair at a desk with a laptop. At approximately 01:35, the person stands up from the chair. They then pick up a pink and white checkered cloth from the chair. Starting at 01:55, the person raises both arms above their head to wrap and adjust this cloth ar... | ./LLaVA-Video-178K/academic_source/Charades/4VYE5.mp4 | gemini-p2r-gemini-3-flash-preview | The video shows a person sitting in a white plastic chair at a desk with a laptop. At approximately 01:35, the person stands up from the chair. They then pick up a pink and white checkered cloth from the chair. Starting at 01:55, the person raises both arms above their head to wrap and adjust this cloth around their he... | The person stands up from the white plastic chair and picks up a pink and white checkered cloth. They then raise their arms to place the cloth on their head and adjust it into a turban-like wrap. Comparing this to the options:
A. To adjust the pink and white checkered cloth around their head - This directly matches the... | Video-R1-COT-10k-video-only-4k.json | 110,374 | LLaVA-Video-178K/2_3_m_academic_v0_1 | <answer>A</answer> | gemini-3-flash-preview | <observation>
The video shows a person sitting in a white plastic chair at a desk with a laptop. At approximately 01:35, the person stands up from the chair. They then pick up a pink and white checkered cloth from the chair. Starting at 01:55, the person raises both arms above their head to wrap and adjust this cloth a... | 6.25037 | <answer>A</answer> | A |
24,034 | Where is the small bowl of liquid placed in relation to the spring roll pastry? | video | multiple choice | [
"A. To the side of the pastry",
"B. On top of the pastry",
"C. Under the pastry",
"D. In the center of the pastry"
] | <observation>A small glass bowl containing a light-colored liquid is visible throughout the video. It is positioned to the left side of the square spring roll pastry sheet. The pastry sheet is placed on a light-colored countertop. The bowl does not move during the process of filling and rolling the pastry.</observation... | ./LLaVA-Video-178K/academic_source/youcook2/302/aotPPzd8T_c/split_9.mp4 | gemini-p2r-gemini-3-flash-preview | A small glass bowl containing a light-colored liquid is visible throughout the video. It is positioned to the left side of the square spring roll pastry sheet. The pastry sheet is placed on a light-colored countertop. The bowl does not move during the process of filling and rolling the pastry. | The small bowl of liquid is consistently seen on the left side of the spring roll pastry. "To the side" is the most accurate description among the options provided. | Video-R1-COT-10k-video-only-4k.json | 24,034 | LLaVA-Video-178K/0_30_s_academic_v0_1 | <answer>A</answer> | gemini-3-flash-preview | <observation>
A small glass bowl containing a light-colored liquid is visible throughout the video. It is positioned to the left side of the square spring roll pastry sheet. The pastry sheet is placed on a light-colored countertop. The bowl does not move during the process of filling and rolling the pastry.
</observati... | 3.795798 | <answer>A</answer> | A |
48,197 | How many video thumbnails are shown at the end of the video? | video | multiple choice | [
"A. Two",
"B. Three",
"C. One",
"D. Four"
] | <observation>At the end of the video, from approximately 02:36 to the end, a screen appears with the text "WATCH MORE FROM KIN EATS" and "CLICK THE THUMBNAILS TO WATCH". Below this text, two video thumbnails are displayed side-by-side. The one on the left is titled "Ultimate Breakfast Sandwich" and the one on the right... | ./LLaVA-Video-178K/academic_source/activitynet/v_hZRgO5Kd-rE.mp4 | gemini-p2r-gemini-3-flash-preview | At the end of the video, from approximately 02:36 to the end, a screen appears with the text "WATCH MORE FROM KIN EATS" and "CLICK THE THUMBNAILS TO WATCH". Below this text, two video thumbnails are displayed side-by-side. The one on the left is titled "Ultimate Breakfast Sandwich" and the one on the right is titled "P... | Count the number of video thumbnails displayed on the end screen. There is one thumbnail on the left and one thumbnail on the right, totaling two thumbnails. | Video-R1-COT-10k-video-only-4k.json | 48,197 | LLaVA-Video-178K/2_3_m_academic_v0_1 | <answer>A</answer> | gemini-3-flash-preview | <observation>
At the end of the video, from approximately 02:36 to the end, a screen appears with the text "WATCH MORE FROM KIN EATS" and "CLICK THE THUMBNAILS TO WATCH". Below this text, two video thumbnails are displayed side-by-side. The one on the left is titled "Ultimate Breakfast Sandwich" and the one on the righ... | 5.274955 | <answer>A</answer> | A |
90,711 | Why is the girl looking down near the end of the video?
Options: | video | multiple choice | [
"A. excited.",
"B. look at scenery.",
"C. adjust the camera.",
"D. reading from paper.",
"E. show the man how to do it."
] | <observation>A young girl in a school uniform (white shirt, blue tie, dark vest) is standing in a classroom with a green chalkboard behind her. She is holding a white piece of paper. Throughout the video, especially towards the end, she looks down at the paper while speaking. A boy in a striped shirt and a green and ye... | ./NeXT-QA/NextQA/NExTVideo/1102/4845935711.mp4 | gemini-p2r-gemini-3-flash-preview | A young girl in a school uniform (white shirt, blue tie, dark vest) is standing in a classroom with a green chalkboard behind her. She is holding a white piece of paper. Throughout the video, especially towards the end, she looks down at the paper while speaking. A boy in a striped shirt and a green and yellow beanie i... | The girl is holding a piece of paper in her hands. She is speaking to someone off-camera, likely presenting or telling a story. Her eyes frequently move from looking ahead to looking down at the paper she is holding. This action of looking down at the paper while speaking indicates that she is reading the content writt... | Video-R1-COT-10k-video-only-4k.json | 90,711 | NeXT-QA/1_2_m_nextqa | <answer>D</answer> | gemini-3-flash-preview | <observation>
A young girl in a school uniform (white shirt, blue tie, dark vest) is standing in a classroom with a green chalkboard behind her. She is holding a white piece of paper. Throughout the video, especially towards the end, she looks down at the paper while speaking. A boy in a striped shirt and a green and y... | 5.038704 | <answer>D</answer> | D |
137,158 | What is the woman wearing in the video? | video | multiple choice | [
"A. A black suit",
"B. A blue dress",
"C. A white lab coat",
"D. A red shirt"
] | <observation>A woman, identified as Dr. Lisa Kellett, is shown in a medical or clinical setting starting at 0:05. She is wearing a long-sleeved, white garment that reaches down her body, characteristic of a professional lab coat. The coat has buttons and a collar. She wears a dark top underneath it.</observation>
<thin... | ./LLaVA-Video-178K/academic_source/activitynet/v_4-rJZdNgMX8.mp4 | gemini-p2r-gemini-3-flash-preview | A woman, identified as Dr. Lisa Kellett, is shown in a medical or clinical setting starting at 0:05. She is wearing a long-sleeved, white garment that reaches down her body, characteristic of a professional lab coat. The coat has buttons and a collar. She wears a dark top underneath it. | The woman in the video is a doctor (Dr. Lisa Kellett) and is seen wearing a white outer garment typically associated with medical professionals. This garment is a white lab coat. Comparing this to the options: A is incorrect as the coat is white, not a black suit; B is incorrect as it's not a blue dress; D is incorrect... | Video-R1-COT-10k-video-only-4k.json | 137,158 | LLaVA-Video-178K/2_3_m_academic_v0_1 | <answer>C</answer> | gemini-3-flash-preview | <observation>
A woman, identified as Dr. Lisa Kellett, is shown in a medical or clinical setting starting at 0:05. She is wearing a long-sleeved, white garment that reaches down her body, characteristic of a professional lab coat. The coat has buttons and a collar. She wears a dark top underneath it.
</observation>
<th... | 6.281579 | <answer>C</answer> | C |
83,211 | What type of liquid is likely poured over the ingredients in the bowl? | video | multiple choice | [
"A. Juice",
"B. Broth or water",
"C. Oil",
"D. Milk"
] | <observation>In the video, a woman is preparing a dish in a white bowl. The bowl initially contains diced potatoes, bay leaves, and thyme. Then, diced meat and a thick, creamy substance are added. Finally, a clear, thin liquid is poured over all the ingredients. The narrator specifically mentions adding "chicken stock"... | ./LLaVA-Video-178K/academic_source/youcook2/121/1OtWo8cXKWM/split_3.mp4 | gemini-p2r-gemini-3-flash-preview | In the video, a woman is preparing a dish in a white bowl. The bowl initially contains diced potatoes, bay leaves, and thyme. Then, diced meat and a thick, creamy substance are added. Finally, a clear, thin liquid is poured over all the ingredients. The narrator specifically mentions adding "chicken stock" as the final... | The clear liquid poured at the end of the sequence is identified by the narrator as "chicken stock". Chicken stock is a type of savory broth used in cooking. Among the given options, "Broth or water" is the most accurate description for chicken stock, as it is a liquid base for soups and stews. | Video-R1-COT-10k-video-only-4k.json | 83,211 | LLaVA-Video-178K/0_30_s_academic_v0_1 | <answer>B</answer> | gemini-3-flash-preview | <observation>
In the video, a woman is preparing a dish in a white bowl. The bowl initially contains diced potatoes, bay leaves, and thyme. Then, diced meat and a thick, creamy substance are added. Finally, a clear, thin liquid is poured over all the ingredients. The narrator specifically mentions adding "chicken stock... | 6.698601 | <answer>B</answer> | B |
116,868 | What did the person do to the paper/notebook after sitting on the bed? | video | multiple choice | [
"A. Washed.",
"B. Tidied up.",
"C. Put down.",
"D. Took."
] | <observation>A woman is sitting on a bed. She is initially cleaning a small object. At around 0:19, she picks up a notebook with a colorful cover. She flips through its pages for a few seconds. At approximately 0:27, she places the notebook down on the bed next to her.</observation>
<think>The woman picks up a notebook... | ./STAR/OVICR.mp4 | gemini-p2r-gemini-3-flash-preview | A woman is sitting on a bed. She is initially cleaning a small object. At around 0:19, she picks up a notebook with a colorful cover. She flips through its pages for a few seconds. At approximately 0:27, she places the notebook down on the bed next to her. | The woman picks up a notebook, looks through it, and then sets it down on the bed. Among the given options (Washed, Tidied up, Put down, Took), "Put down" accurately describes her final action with the notebook in the video sequence. | Video-R1-COT-10k-video-only-4k.json | 116,868 | STAR | <answer>C</answer> | gemini-3-flash-preview | <observation>
A woman is sitting on a bed. She is initially cleaning a small object. At around 0:19, she picks up a notebook with a colorful cover. She flips through its pages for a few seconds. At approximately 0:27, she places the notebook down on the bed next to her.
</observation>
<think>
The woman picks up a noteb... | 5.675865 | C | C |
83,609 | What is the color of the background when the hand is holding a pair of glasses? | video | multiple choice | [
"A. Blue",
"B. Green",
"C. Red",
"D. Yellow"
] | <observation>At the 0:04 mark of the video, a hand is seen holding a pair of black-rimmed glasses against a solid yellow background.</observation>
<think>The video shows a hand holding glasses specifically at 0:04. The background color in this shot is clearly yellow.</think>
<answer>D</answer> | ./LLaVA-Video-178K/liwei_youtube_videos/videos/youtube_video_2024/ytb_hJqxNNWW25o.mp4 | gemini-p2r-gemini-3-flash-preview | At the 0:04 mark of the video, a hand is seen holding a pair of black-rimmed glasses against a solid yellow background. | The video shows a hand holding glasses specifically at 0:04. The background color in this shot is clearly yellow. | Video-R1-COT-10k-video-only-4k.json | 83,609 | LLaVA-Video-178K/30_60_s_youtube_v0_1 | <answer>D</answer> | gemini-3-flash-preview | <observation>
At the 0:04 mark of the video, a hand is seen holding a pair of black-rimmed glasses against a solid yellow background.
</observation>
<think>
The video shows a hand holding glasses specifically at 0:04. The background color in this shot is clearly yellow.
</think>
<answer>
D
</answer> | 3.054582 | <answer>D</answer> | D |
62,876 | How does the person indicate the completion of the storage process? | video | multiple choice | [
"A. By applying a final layer of wax",
"B. By turning off the 'WINTERSTEIGER' machine",
"C. By pulling down a red cover with the 'Swix' logo",
"D. By placing the skis on the workbench"
] | <observation>In the final segment of the video (from approximately 02:27 to 02:35), the person carries the prepared skis to a high storage shelf. After placing the skis securely on the shelf, the person reaches up and pulls down a red fabric cover. This cover features the 'Swix' logo in white lettering. The video ends ... | ./LLaVA-Video-178K/academic_source/activitynet/v_e60HGAzBOvo.mp4 | gemini-p2r-gemini-3-flash-preview | In the final segment of the video (from approximately 02:27 to 02:35), the person carries the prepared skis to a high storage shelf. After placing the skis securely on the shelf, the person reaches up and pulls down a red fabric cover. This cover features the 'Swix' logo in white lettering. The video ends as the cover ... | The person finishes preparing the skis and moves to store them. The last significant action shown is the person placing the skis on a high shelf and then pulling down a red cover that has the word 'Swix' on it. This action signifies the end of the process shown in the video. Comparing this to the given options, option ... | Video-R1-COT-10k-video-only-4k.json | 62,876 | LLaVA-Video-178K/2_3_m_academic_v0_1 | <answer>C</answer> | gemini-3-flash-preview | <observation>
In the final segment of the video (from approximately 02:27 to 02:35), the person carries the prepared skis to a high storage shelf. After placing the skis securely on the shelf, the person reaches up and pulls down a red fabric cover. This cover features the 'Swix' logo in white lettering. The video ends... | 7.260881 | <answer>C</answer> | C |
14,160 | Is the camera moving or static? | video | multiple choice | [
"A. moving",
"B. I don't know",
"C. static or shaking"
] | <observation>The video shows a person placing various items on a table covered with a green tablecloth. Throughout the entire duration of the video, from 00:00 to 00:24, the camera frame remains completely fixed. There are no changes in the field of view, no panning, tilting, or zooming. The background and the edges of... | ./PerceptionTest/video_1326.mp4 | gemini-p2r-gemini-3-flash-preview | The video shows a person placing various items on a table covered with a green tablecloth. Throughout the entire duration of the video, from 00:00 to 00:24, the camera frame remains completely fixed. There are no changes in the field of view, no panning, tilting, or zooming. The background and the edges of the table do... | Based on the observation, the camera does not move at all during the video. It is fixed in one position. Option C includes "static", which matches this observation. | Video-R1-COT-10k-video-only-4k.json | 14,160 | PerceptionTest/train | <answer>C</answer> | gemini-3-flash-preview | <observation>
The video shows a person placing various items on a table covered with a green tablecloth. Throughout the entire duration of the video, from 00:00 to 00:24, the camera frame remains completely fixed. There are no changes in the field of view, no panning, tilting, or zooming. The background and the edges o... | 5.950989 | C | C |
127,297 | What sign is visible on the wall throughout the video? | video | multiple choice | [
"A. NO SMOKING",
"B. NO ENTRY",
"C. NO PHOTOGRAPHY",
"D. NO PARKING"
] | <observation>The video shows several individuals riding horses in an indoor arena. A white sign with black text is visible on the wall in the background. The text on the sign reads "NO SMOKING". This sign appears at various timestamps, including 00:12, 00:36, 01:04, 01:34, and 02:00.</observation>
<think>The sign on th... | ./LLaVA-Video-178K/academic_source/activitynet/v_rA7qVOp47Qg.mp4 | gemini-p2r-gemini-3-flash-preview | The video shows several individuals riding horses in an indoor arena. A white sign with black text is visible on the wall in the background. The text on the sign reads "NO SMOKING". This sign appears at various timestamps, including 00:12, 00:36, 01:04, 01:34, and 02:00. | The sign on the wall is clearly visible multiple times throughout the video. It explicitly states "NO SMOKING". This corresponds to option A. | Video-R1-COT-10k-video-only-4k.json | 127,297 | LLaVA-Video-178K/2_3_m_academic_v0_1 | <answer>A</answer> | gemini-3-flash-preview | <observation>
The video shows several individuals riding horses in an indoor arena. A white sign with black text is visible on the wall in the background. The text on the sign reads "NO SMOKING". This sign appears at various timestamps, including 00:12, 00:36, 01:04, 01:34, and 02:00.
</observation>
<think>
The sign on... | 3.957434 | <answer>A</answer> | A |
29,434 | What is added on top of the watermelon cubes and balls in the bowl? | video | multiple choice | [
"A. Chocolate sauce",
"B. Ice cream and colorful tapioca pearls",
"C. Nuts and raisins",
"D. Whipped cream"
] | <observation>In the video, a woman prepares a watermelon dessert. After cutting the watermelon into cubes and scooping some into balls (around 00:25-00:26), she places several scoops of different flavored ice cream on top of the watermelon pieces (at 00:27-00:28). Following the ice cream, she adds a generous amount of ... | ./LLaVA-Video-178K/liwei_youtube_videos/videos/youtube_video_2024/ytb_EdeunUXNNkI.mp4 | gemini-p2r-gemini-3-flash-preview | In the video, a woman prepares a watermelon dessert. After cutting the watermelon into cubes and scooping some into balls (around 00:25-00:26), she places several scoops of different flavored ice cream on top of the watermelon pieces (at 00:27-00:28). Following the ice cream, she adds a generous amount of small, colorf... | The video shows the step-by-step preparation of a watermelon-based dessert. After the watermelon is prepared in cubes and balls, the first major addition on top is scoops of ice cream. This is immediately followed by the addition of small, multi-colored pearls. These observations align with option B: "Ice cream and col... | Video-R1-COT-10k-video-only-4k.json | 29,434 | LLaVA-Video-178K/30_60_s_youtube_v0_1 | <answer>B</answer> | gemini-3-flash-preview | <observation>
In the video, a woman prepares a watermelon dessert. After cutting the watermelon into cubes and scooping some into balls (around 00:25-00:26), she places several scoops of different flavored ice cream on top of the watermelon pieces (at 00:27-00:28). Following the ice cream, she adds a generous amount of... | 4.574004 | <answer>B</answer> | B |
18,756 | What is the main activity shown in the video? | video | multiple choice | [
"A. Hosting a talk show",
"B. Preparing an elaborate and unconventional sandwich",
"C. Cleaning the kitchen",
"D. Cooking a traditional meal"
] | <observation>The video features Conan O'Brien standing in a kitchen setting. He begins by reading a viewer's question about sandwiches. From approximately 0:40 onwards, he proceeds to assemble a large sandwich using a variety of ingredients including a whole loaf of bread, processed meats (ham and turkey), mayonnaise, ... | ./LLaVA-Video-178K/academic_source/activitynet/v_uuhcDXyGrEI.mp4 | gemini-p2r-gemini-3-flash-preview | The video features Conan O'Brien standing in a kitchen setting. He begins by reading a viewer's question about sandwiches. From approximately 0:40 onwards, he proceeds to assemble a large sandwich using a variety of ingredients including a whole loaf of bread, processed meats (ham and turkey), mayonnaise, salsa, shredd... | The primary focus of the video, after a brief introduction, is the step-by-step assembly of a highly unusual and elaborate sandwich. Conan uses many non-traditional sandwich ingredients and emphasizes the process of making "The Conan" sandwich. This activity occupies the bulk of the video's duration. | Video-R1-COT-10k-video-only-4k.json | 18,756 | LLaVA-Video-178K/2_3_m_academic_v0_1 | <answer>B</answer> | gemini-3-flash-preview | <observation>
The video features Conan O'Brien standing in a kitchen setting. He begins by reading a viewer's question about sandwiches. From approximately 0:40 onwards, he proceeds to assemble a large sandwich using a variety of ingredients including a whole loaf of bread, processed meats (ham and turkey), mayonnaise,... | 6.072266 | <answer>B</answer> | B |
154,787 | Why does the person scoop the mixture with the spoon? | video | multiple choice | [
"A. To mix it with another ingredient",
"B. To throw it away",
"C. To garnish the taco with it",
"D. To eat it directly"
] | <observation>A person is shown using a spoon to scoop a mixture of chopped white and green ingredients (onions and cilantro) from a small blue bowl. They then place several spoonfuls of this mixture directly onto two tacos filled with meat, which are sitting on a white rectangular plate.</observation>
<think>The person... | ./LLaVA-Video-178K/academic_source/youcook2/126/WWwcQ6kiKtA/split_6.mp4 | gemini-p2r-gemini-3-flash-preview | A person is shown using a spoon to scoop a mixture of chopped white and green ingredients (onions and cilantro) from a small blue bowl. They then place several spoonfuls of this mixture directly onto two tacos filled with meat, which are sitting on a white rectangular plate. | The person is taking the onion and cilantro mixture and placing it on top of the tacos. This action is a common way to garnish or top a dish. The other options (mixing with another ingredient, throwing away, or eating directly) are not supported by the visual evidence of placing it on the tacos. | Video-R1-COT-10k-video-only-4k.json | 154,787 | LLaVA-Video-178K/0_30_s_academic_v0_1 | <answer>C</answer> | gemini-3-flash-preview | <observation>
A person is shown using a spoon to scoop a mixture of chopped white and green ingredients (onions and cilantro) from a small blue bowl. They then place several spoonfuls of this mixture directly onto two tacos filled with meat, which are sitting on a white rectangular plate.
</observation>
<think>
The per... | 4.885207 | C | C |
33,988 | What activity is taking place in the gymnasium? | video | multiple choice | [
"A. Playing basketball",
"B. Painting a mural",
"C. Practicing synchronized breakdancing moves",
"D. Conducting a science experiment"
] | <observation>The video shows a group of children and young men in a gymnasium setting, which is identified by the large floor space, basketball hoops on the walls, and mirrors. Starting around the 01:11 mark, the group is shown performing various breakdancing moves such as leg sweeps, handstands, and power moves in a c... | ./LLaVA-Video-178K/academic_source/activitynet/v_Yp-NJgTAOCc.mp4 | gemini-p2r-gemini-3-flash-preview | The video shows a group of children and young men in a gymnasium setting, which is identified by the large floor space, basketball hoops on the walls, and mirrors. Starting around the 01:11 mark, the group is shown performing various breakdancing moves such as leg sweeps, handstands, and power moves in a coordinated, s... | The gymnasium scenes (starting at 01:11) clearly show students performing breakdancing moves together in formation. The initial text also labels the location as the "International School of Breakdance." The moves are performed in unison, indicating synchronized practice. | Video-R1-COT-10k-video-only-4k.json | 33,988 | LLaVA-Video-178K/2_3_m_academic_v0_1 | <answer>C</answer> | gemini-3-flash-preview | <observation>
The video shows a group of children and young men in a gymnasium setting, which is identified by the large floor space, basketball hoops on the walls, and mirrors. Starting around the 01:11 mark, the group is shown performing various breakdancing moves such as leg sweeps, handstands, and power moves in a ... | 6.691559 | <answer>C</answer> | C |
48,726 | What is the background setting in the video? | video | multiple choice | [
"A. A forest with tall trees",
"B. A beach with palm trees",
"C. A desert with sand dunes",
"D. A snowy outdoor scene with a hedge and brick buildings"
] | <observation>The video shows an outdoor scene heavily covered in snow. There is a silver Volkswagen car parked in front of a snow-covered hedge. In the background, multi-story brick residential buildings are visible. The ground, the car, and the hedge are all covered in a thick layer of snow. A man is cleaning snow off... | ./LLaVA-Video-178K/academic_source/activitynet/v_H8f7pTaBFKk.mp4 | gemini-p2r-gemini-3-flash-preview | The video shows an outdoor scene heavily covered in snow. There is a silver Volkswagen car parked in front of a snow-covered hedge. In the background, multi-story brick residential buildings are visible. The ground, the car, and the hedge are all covered in a thick layer of snow. A man is cleaning snow off the car's wi... | The observation clearly shows a snowy environment with a car, a hedge, and brick buildings. This matches option D. Options A, B, and C are incorrect as they describe environments (forest, beach, desert) that are not present in the video. | Video-R1-COT-10k-video-only-4k.json | 48,726 | LLaVA-Video-178K/2_3_m_academic_v0_1 | <answer>D</answer> | gemini-3-flash-preview | <observation>
The video shows an outdoor scene heavily covered in snow. There is a silver Volkswagen car parked in front of a snow-covered hedge. In the background, multi-story brick residential buildings are visible. The ground, the car, and the hedge are all covered in a thick layer of snow. A man is cleaning snow of... | 5.033877 | <answer>D</answer> | D |
143,340 | Why does the person look at the map on the phone?
Options: | video | multiple choice | [
"A. filming the event.",
"B. check the realtime whether.",
"C. capture the moment.",
"D. checking email.",
"E. take photo."
] | <observation>The video shows a person using an iPhone. They open an app that displays a map of Japan. The app icon has a sun and cloud, and the text below it says "日本の天気" (Japanese Weather). The user navigates through various menus, selecting regions like "全国" (National), "関東・北陸・中部" (Kanto, Hokuriku, Chubu), and "東京アメッ... | ./NeXT-QA/NextQA/NExTVideo/1202/4457267280.mp4 | gemini-p2r-gemini-3-flash-preview | The video shows a person using an iPhone. They open an app that displays a map of Japan. The app icon has a sun and cloud, and the text below it says "日本の天気" (Japanese Weather). The user navigates through various menus, selecting regions like "全国" (National), "関東・北陸・中部" (Kanto, Hokuriku, Chubu), and "東京アメッシュ" (Tokyo Am... | The person in the video is interacting with a weather application on their phone. They are selecting different geographical areas of Japan to view radar maps that show cloud and rain movement. The visual evidence of the app icon, the map content (radar overlays), and the navigation through regional weather menus indica... | Video-R1-COT-10k-video-only-4k.json | 143,340 | NeXT-QA/1_2_m_nextqa | <answer>B</answer> | gemini-3-flash-preview | <observation>
The video shows a person using an iPhone. They open an app that displays a map of Japan. The app icon has a sun and cloud, and the text below it says "日本の天気" (Japanese Weather). The user navigates through various menus, selecting regions like "全国" (National), "関東・北陸・中部" (Kanto, Hokuriku, Chubu), and "東京アメ... | 5.747628 | <answer>B</answer> | B |
129,125 | Why is the person in the blue jacket adjusting their position? | video | multiple choice | [
"A. To find a comfortable spot to sit",
"B. To talk to the person lying on the bed",
"C. To reach for an item on the dresser",
"D. To get a better angle for taking pictures"
] | <observation>A person in a blue jacket and patterned pants is holding a camera and aiming it toward a person lying on a bed. Throughout the video, the person with the camera moves their arms up and down, adjusts their grip, and changes their posture by crouching slightly, all while looking through the camera's viewfind... | ./LLaVA-Video-178K/academic_source/Charades/2O5NR.mp4 | gemini-p2r-gemini-3-flash-preview | A person in a blue jacket and patterned pants is holding a camera and aiming it toward a person lying on a bed. Throughout the video, the person with the camera moves their arms up and down, adjusts their grip, and changes their posture by crouching slightly, all while looking through the camera's viewfinder or at its ... | The person in the blue jacket is holding a camera and consistently pointing it at the individual on the bed. Their movements—raising the camera, lowering it, and crouching—are typical actions of someone trying to frame a shot and find the best perspective for a photograph. There is no indication of them trying to sit, ... | Video-R1-COT-10k-video-only-4k.json | 129,125 | LLaVA-Video-178K/0_30_s_academic_v0_1 | <answer>D</answer> | gemini-3-flash-preview | <observation>
A person in a blue jacket and patterned pants is holding a camera and aiming it toward a person lying on a bed. Throughout the video, the person with the camera moves their arms up and down, adjusts their grip, and changes their posture by crouching slightly, all while looking through the camera's viewfin... | 5.915208 | <answer>D</answer> | D |
44,637 | Analyze the video and select the best option for the following multiple choice question.
Question: What will happen next?
Options: | video | multiple choice | [
"A. The sphere and the cyan object collide",
"B. The purple object collides with the gray cube"
] | <observation>The video shows several geometric objects on a gray surface: a stationary gray cube on the left, a stationary cyan cube in the upper center, and a stationary gray cylinder in the upper right. A gray sphere moves from the right side of the frame toward the left. A blue cylinder enters from the bottom right ... | ./CLEVRER/train_videos/video_08179.mp4 | gemini-p2r-gemini-3-flash-preview | The video shows several geometric objects on a gray surface: a stationary gray cube on the left, a stationary cyan cube in the upper center, and a stationary gray cylinder in the upper right. A gray sphere moves from the right side of the frame toward the left. A blue cylinder enters from the bottom right and moves tow... | I will analyze the trajectories of the moving objects relative to the stationary ones to determine the most likely next event. Based on the gray sphere's current path and speed, it is heading directly toward the cyan cube, whereas the purple cube's trajectory does not immediately align with the gray cube. | Video-R1-COT-10k-video-only-4k.json | 44,637 | CLEVRER | <answer>A</answer> | gemini-3-flash-preview | <observation>
The video shows several geometric objects on a gray surface: a stationary gray cube on the left, a stationary cyan cube in the upper center, and a stationary gray cylinder in the upper right. A gray sphere moves from the right side of the frame toward the left. A blue cylinder enters from the bottom right... | 5.804561 | A | A |
30,786 | What did the person do while they were holding the book? | video | multiple choice | [
"A. Took the book.",
"B. Opened the book.",
"C. Closed the book.",
"D. Threw the book."
] | <observation>A woman is sitting on a brown couch holding a book titled "Enrique's Journey". At the beginning of the video, she is holding the book closed. Around the 0:02 mark, she opens the book. She then reaches for a glass of water, drinks from it, and returns it to the side table while still holding the open book. ... | ./STAR/IR31O.mp4 | gemini-p2r-gemini-3-flash-preview | A woman is sitting on a brown couch holding a book titled "Enrique's Journey". At the beginning of the video, she is holding the book closed. Around the 0:02 mark, she opens the book. She then reaches for a glass of water, drinks from it, and returns it to the side table while still holding the open book. From 0:12 to ... | The person in the video is seen holding a book. At the start, the book is closed. Shortly after (around 0:02), she opens the book to begin reading. She continues to hold it and turn pages throughout the rest of the clip. Among the given options, "opened the book" is the action she performs while holding it. | Video-R1-COT-10k-video-only-4k.json | 30,786 | STAR | <answer>B</answer> | gemini-3-flash-preview | <observation>
A woman is sitting on a brown couch holding a book titled "Enrique's Journey". At the beginning of the video, she is holding the book closed. Around the 0:02 mark, she opens the book. She then reaches for a glass of water, drinks from it, and returns it to the side table while still holding the open book.... | 6.202731 | B | B |
88,008 | What is the person wearing who is chopping the onion? | video | multiple choice | [
"A. A white apron",
"B. A black top",
"C. A gray t-shirt with a green couch graphic",
"D. A red sweater"
] | <observation>In the video, a woman with brown hair is seen chopping an onion on a wooden cutting board. She is wearing a black long-sleeved top. A man is standing next to her, wearing a gray t-shirt with a green couch graphic on it.</observation>
<think>The woman is the one performing the action of chopping the onion. ... | ./LLaVA-Video-178K/academic_source/youcook2/219/wc9paq0uox4/split_1.mp4 | gemini-p2r-gemini-3-flash-preview | In the video, a woman with brown hair is seen chopping an onion on a wooden cutting board. She is wearing a black long-sleeved top. A man is standing next to her, wearing a gray t-shirt with a green couch graphic on it. | The woman is the one performing the action of chopping the onion. She is wearing a black top. The man standing next to her is wearing a gray t-shirt with a green couch graphic, but he is not the one chopping the onion. | Video-R1-COT-10k-video-only-4k.json | 88,008 | LLaVA-Video-178K/0_30_s_academic_v0_1 | <answer>B</answer> | gemini-3-flash-preview | <observation>
In the video, a woman with brown hair is seen chopping an onion on a wooden cutting board. She is wearing a black long-sleeved top. A man is standing next to her, wearing a gray t-shirt with a green couch graphic on it.
</observation>
<think>
The woman is the one performing the action of chopping the onio... | 5.356739 | B | B |
102,329 | How many purple objects enter the scene? | video | numerical | [] | <observation>At the beginning of the video, there are four objects: a cyan sphere, a brown sphere, a gold cube, and a cyan cube. At approximately 00:01, a purple cylinder enters the scene from the upper left corner and moves towards the center. No other purple objects appear in the video.</observation>
<think>I identif... | ./CLEVRER/train_videos/video_06474.mp4 | gemini-p2r-gemini-3-flash-preview | At the beginning of the video, there are four objects: a cyan sphere, a brown sphere, a gold cube, and a cyan cube. At approximately 00:01, a purple cylinder enters the scene from the upper left corner and moves towards the center. No other purple objects appear in the video. | I identified a single purple cylinder entering the scene. No other purple objects were observed entering at any point in the clip. | Video-R1-COT-10k-video-only-4k.json | 102,329 | CLEVRER | <answer>1</answer> | gemini-3-flash-preview | <observation>
At the beginning of the video, there are four objects: a cyan sphere, a brown sphere, a gold cube, and a cyan cube. At approximately 00:01, a purple cylinder enters the scene from the upper left corner and moves towards the center. No other purple objects appear in the video.
</observation>
<think>
I iden... | 3.481115 | <answer>1</answer> | 1 |
21,457 | What is the person examining closely throughout the video? | video | multiple choice | [
"A. A photograph",
"B. A piece of paper",
"C. A book",
"D. A white cloth or bag"
] | <observation>The video shows a person sitting on a staircase. Initially, they hold a piece of paper, but quickly put it aside. From approximately 00:04 until the end of the video at 00:26, the person picks up, turns over, and closely inspects a large, white, soft object that resembles a white cloth bag or pillowcase. T... | ./LLaVA-Video-178K/academic_source/Charades/IGH70.mp4 | gemini-p2r-gemini-3-flash-preview | The video shows a person sitting on a staircase. Initially, they hold a piece of paper, but quickly put it aside. From approximately 00:04 until the end of the video at 00:26, the person picks up, turns over, and closely inspects a large, white, soft object that resembles a white cloth bag or pillowcase. They are seen ... | The person in the video spends the majority of the time (from 00:04 to 00:26) handling and looking very closely at a large white object. While she briefly holds a piece of paper at the start, the primary object of her examination throughout most of the video is this white cloth-like item, which fits the description of ... | Video-R1-COT-10k-video-only-4k.json | 21,457 | LLaVA-Video-178K/0_30_s_academic_v0_1 | <answer>D</answer> | gemini-3-flash-preview | <observation>
The video shows a person sitting on a staircase. Initially, they hold a piece of paper, but quickly put it aside. From approximately 00:04 until the end of the video at 00:26, the person picks up, turns over, and closely inspects a large, white, soft object that resembles a white cloth bag or pillowcase. ... | 6.22013 | <answer>D</answer> | D |
104,629 | Where is the vacuum cleaner located in the living room? | video | multiple choice | [
"A. Under the coffee table",
"B. By the door",
"C. Next to the shelf",
"D. Near the couch"
] | <observation>A man in a grey shirt and blue shorts is in a living room. There is a beige couch, a wooden coffee table with a lantern on it, and a shelf on the wall. A grey vacuum cleaner is visible on the floor to the left of the coffee table, positioned near the front-left corner of the couch.</observation>
<think>The... | ./LLaVA-Video-178K/academic_source/Charades/67EEN.mp4 | gemini-p2r-gemini-3-flash-preview | A man in a grey shirt and blue shorts is in a living room. There is a beige couch, a wooden coffee table with a lantern on it, and a shelf on the wall. A grey vacuum cleaner is visible on the floor to the left of the coffee table, positioned near the front-left corner of the couch. | The vacuum cleaner is seen on the floor, situated near the couch and the coffee table. Comparing this to the given options:
A. Under the coffee table - It is next to it, not under it.
B. By the door - No door is clearly visible in the immediate vicinity of the vacuum.
C. Next to the shelf - The shelf is high on the wal... | Video-R1-COT-10k-video-only-4k.json | 104,629 | LLaVA-Video-178K/0_30_s_academic_v0_1 | <answer>D</answer> | gemini-3-flash-preview | <observation>
A man in a grey shirt and blue shorts is in a living room. There is a beige couch, a wooden coffee table with a lantern on it, and a shelf on the wall. A grey vacuum cleaner is visible on the floor to the left of the coffee table, positioned near the front-left corner of the couch.
</observation>
<think>
... | 4.410645 | D | D |
7,290 | In which direction does the person move the yellow spatula during the blending process? | video | multiple choice | [
"A. Left to right",
"B. In a circular motion",
"C. Up and down",
"D. Diagonally"
] | <observation>A woman in a blue shirt is in a kitchen. At 00:16, she picks up a yellow spatula and uses it to scrape the inside of a food processor. The spatula moves in a circular path around the interior of the bowl.</observation>
<think>The question asks for the direction the person moves the yellow spatula. In the v... | ./LLaVA-Video-178K/academic_source/youcook2/228/uyr2mXqn3Yo/split_3.mp4 | gemini-p2r-gemini-3-flash-preview | A woman in a blue shirt is in a kitchen. At 00:16, she picks up a yellow spatula and uses it to scrape the inside of a food processor. The spatula moves in a circular path around the interior of the bowl. | The question asks for the direction the person moves the yellow spatula. In the video, the woman uses the spatula to scrape the sides of the food processor, which involves moving it in a circular motion along the inner walls of the container. | Video-R1-COT-10k-video-only-4k.json | 7,290 | LLaVA-Video-178K/0_30_s_academic_v0_1 | <answer>B</answer> | gemini-3-flash-preview | <observation>
A woman in a blue shirt is in a kitchen. At 00:16, she picks up a yellow spatula and uses it to scrape the inside of a food processor. The spatula moves in a circular path around the interior of the bowl.
</observation>
<think>
The question asks for the direction the person moves the yellow spatula. In th... | 4.683214 | <answer>B</answer> | B |
57,183 | How does the horse know which direction to go?
Options: | video | multiple choice | [
"A. trotter.",
"B. cue card.",
"C. being led.",
"D. look at the way.",
"E. look at te phone."
] | <observation>The video shows a young child wearing a blue helmet riding a brown horse in an outdoor arena. A woman in a white outfit and a white hat is walking closely beside the horse, holding onto its lead rope. She guides the horse's movement and direction as they navigate through the arena, which contains cones and... | ./NeXT-QA/NextQA/NExTVideo/1002/9495169564.mp4 | gemini-p2r-gemini-3-flash-preview | The video shows a young child wearing a blue helmet riding a brown horse in an outdoor arena. A woman in a white outfit and a white hat is walking closely beside the horse, holding onto its lead rope. She guides the horse's movement and direction as they navigate through the arena, which contains cones and other obstac... | The horse's direction is determined by the person guiding it. In the video, a woman is consistently seen walking beside the horse and holding its lead rope, physically directing its path. This method of guiding a horse is known as "being led." None of the other options (trotter, cue card, looking at the way, looking at... | Video-R1-COT-10k-video-only-4k.json | 57,183 | NeXT-QA/1_2_m_nextqa | <answer>C</answer> | gemini-3-flash-preview | <observation>
The video shows a young child wearing a blue helmet riding a brown horse in an outdoor arena. A woman in a white outfit and a white hat is walking closely beside the horse, holding onto its lead rope. She guides the horse's movement and direction as they navigate through the arena, which contains cones an... | 4.478422 | C | C |
70,139 | What did the person do to the sandwich before opening the closet/cabinet? | video | multiple choice | [
"A. Ate.",
"B. Put down.",
"C. Sat on.",
"D. Took."
] | <observation>A person wearing a pink checkered shirt is sitting on a bed, holding a sandwich wrapped in plastic. At approximately 00:02, the person takes a bite of the sandwich and begins chewing. After a few seconds, the camera pans to another person in a light blue shirt who is standing in the room. This second perso... | ./STAR/8ICEM.mp4 | gemini-p2r-gemini-3-flash-preview | A person wearing a pink checkered shirt is sitting on a bed, holding a sandwich wrapped in plastic. At approximately 00:02, the person takes a bite of the sandwich and begins chewing. After a few seconds, the camera pans to another person in a light blue shirt who is standing in the room. This second person approaches ... | The video shows two individuals in a room. One is sitting and eating a sandwich, while the other eventually opens a closet. The question asks what was done to the sandwich before the closet was opened. The person in the pink shirt is seen biting and chewing the sandwich (eating) starting from 00:02. The closet is opene... | Video-R1-COT-10k-video-only-4k.json | 70,139 | STAR | <answer>A</answer> | gemini-3-flash-preview | <observation>
A person wearing a pink checkered shirt is sitting on a bed, holding a sandwich wrapped in plastic. At approximately 00:02, the person takes a bite of the sandwich and begins chewing. After a few seconds, the camera pans to another person in a light blue shirt who is standing in the room. This second pers... | 6.853421 | A | A |
110,417 | What is the color of the walls in the room where the video takes place? | video | multiple choice | [
"A. Blue",
"B. White",
"C. Yellow",
"D. Green"
] | <observation>The video shows a woman standing in a room with a red door. The walls of the room are visible behind her and around a mirror. The color of the walls is a pale, creamy yellow.</observation>
<think>I observed the walls in the room where the woman is standing. The wall color is a light shade of yellow. Compar... | ./LLaVA-Video-178K/academic_source/Charades/KDH19.mp4 | gemini-p2r-gemini-3-flash-preview | The video shows a woman standing in a room with a red door. The walls of the room are visible behind her and around a mirror. The color of the walls is a pale, creamy yellow. | I observed the walls in the room where the woman is standing. The wall color is a light shade of yellow. Comparing this to the options: A (Blue), B (White), C (Yellow), and D (Green), the most accurate description is Yellow. | Video-R1-COT-10k-video-only-4k.json | 110,417 | LLaVA-Video-178K/0_30_s_academic_v0_1 | <answer>C</answer> | gemini-3-flash-preview | <observation>
The video shows a woman standing in a room with a red door. The walls of the room are visible behind her and around a mirror. The color of the walls is a pale, creamy yellow.
</observation>
<think>
I observed the walls in the room where the woman is standing. The wall color is a light shade of yellow. Com... | 4.666137 | <answer>C</answer> | C |
61,818 | Why is the chef using three glass bowls? | video | multiple choice | [
"A. To mix different sauces",
"B. To separate different types of vegetables",
"C. To prepare a dish by coating chicken",
"D. To store leftover ingredients"
] | <observation>In the video, a chef is shown whisking eggs in a glass bowl. On the counter in front of him, there are three glass bowls in total: one containing raw chicken breasts, one with whisked eggs, and one with breadcrumbs. The chef explicitly mentions that he is preparing a "classic breading" for items like "mush... | ./LLaVA-Video-178K/academic_source/youcook2/201/5cwg5mURihI/split_3.mp4 | gemini-p2r-gemini-3-flash-preview | In the video, a chef is shown whisking eggs in a glass bowl. On the counter in front of him, there are three glass bowls in total: one containing raw chicken breasts, one with whisked eggs, and one with breadcrumbs. The chef explicitly mentions that he is preparing a "classic breading" for items like "mushrooms to chic... | The presence of three bowls containing chicken, whisked eggs, and breadcrumbs, combined with the chef's verbal confirmation of a "classic breading" process, indicates that the bowls are being used as a breading station. This setup is used to coat the chicken in preparation for cooking. Therefore, the chef is using the ... | Video-R1-COT-10k-video-only-4k.json | 61,818 | LLaVA-Video-178K/0_30_s_academic_v0_1 | <answer>C</answer> | gemini-3-flash-preview | <observation>
In the video, a chef is shown whisking eggs in a glass bowl. On the counter in front of him, there are three glass bowls in total: one containing raw chicken breasts, one with whisked eggs, and one with breadcrumbs. The chef explicitly mentions that he is preparing a "classic breading" for items like "mus... | 6.55165 | C | C |
25,382 | What gesture does the person on the right make during the discussion in the kitchen? | video | multiple choice | [
"A. A wave",
"B. A handshake",
"C. A fist pump",
"D. A thumbs up"
] | <observation>In the video, a man and a woman are standing in a kitchen-like setting. At approximately 0:02, the man on the right raises his right arm and performs a fist pump gesture while the woman is speaking.</observation>
<think>The person on the right is the man in the grey hoodie. During the initial part of the d... | ./LLaVA-Video-178K/liwei_youtube_videos/videos/youtube_video_2024/ytb_sMLjqa-E-cw.mp4 | gemini-p2r-gemini-3-flash-preview | In the video, a man and a woman are standing in a kitchen-like setting. At approximately 0:02, the man on the right raises his right arm and performs a fist pump gesture while the woman is speaking. | The person on the right is the man in the grey hoodie. During the initial part of the discussion, he mimics the "fist pump" mentioned in the on-screen text and by the woman. This gesture is clearly a fist pump, where he raises his clenched fist into the air. This corresponds to option C. | Video-R1-COT-10k-video-only-4k.json | 25,382 | LLaVA-Video-178K/30_60_s_youtube_v0_1 | <answer>C</answer> | gemini-3-flash-preview | <observation>
In the video, a man and a woman are standing in a kitchen-like setting. At approximately 0:02, the man on the right raises his right arm and performs a fist pump gesture while the woman is speaking.
</observation>
<think>
The person on the right is the man in the grey hoodie. During the initial part of th... | 3.695651 | <answer>C</answer> | C |
44,029 | Where do the three men on the left stand as the man in jeans face the doorway?
Options: | video | multiple choice | [
"A. against wall.",
"B. beside a tree.",
"C. in the train cabin.",
"D. on the roof.",
"E. in the stadium."
] | <observation>The video shows five men standing outside a building. Three men are on the left side of the frame, leaning against a wall that has a brick bottom and a white top. Two men are on the right side of the frame, near a doorway and a large bush with purple flowers. One of the men on the right is wearing light-co... | ./NeXT-QA/NextQA/NExTVideo/1026/4579644810.mp4 | gemini-p2r-gemini-3-flash-preview | The video shows five men standing outside a building. Three men are on the left side of the frame, leaning against a wall that has a brick bottom and a white top. Two men are on the right side of the frame, near a doorway and a large bush with purple flowers. One of the men on the right is wearing light-colored pants (... | The question asks where the three men on the left are standing when the man in jeans faces the doorway. From the observation, the man in jeans faces the doorway around 00:04. At this point, the three men on the left are leaning against the wall of the building. Comparing this to the options: A is "against wall", B is "... | Video-R1-COT-10k-video-only-4k.json | 44,029 | NeXT-QA/0_30_s_nextqa | <answer>A</answer> | gemini-3-flash-preview | <observation>
The video shows five men standing outside a building. Three men are on the left side of the frame, leaning against a wall that has a brick bottom and a white top. Two men are on the right side of the frame, near a doorway and a large bush with purple flowers. One of the men on the right is wearing light-c... | 5.088182 | <answer>A</answer> | A |
126,157 | What change is observed in the grass as the tractor moves through the orchard? | video | multiple choice | [
"A. The grass changes color",
"B. The grass is removed completely",
"C. The grass is cut and becomes shorter",
"D. The grass becomes taller"
] | <observation>A blue LS R60 tractor with a large red rotary mower attachment is shown driving through an orchard between rows of flowering trees. The tractor moves forward, and the mower passes over the green grass. Before the mower passes, the grass is relatively tall. After the mower passes, the grass is significantly... | ./LLaVA-Video-178K/academic_source/activitynet/v_Khxa5Ey3udM.mp4 | gemini-p2r-gemini-3-flash-preview | A blue LS R60 tractor with a large red rotary mower attachment is shown driving through an orchard between rows of flowering trees. The tractor moves forward, and the mower passes over the green grass. Before the mower passes, the grass is relatively tall. After the mower passes, the grass is significantly shorter and ... | The video shows a tractor equipped with a mower driving through an orchard. The primary function of a mower is to cut grass. By comparing the height of the grass in front of the mower to the height of the grass behind it as it moves, it is clear that the grass is being cut and is becoming shorter. | Video-R1-COT-10k-video-only-4k.json | 126,157 | LLaVA-Video-178K/2_3_m_academic_v0_1 | <answer>C</answer> | gemini-3-flash-preview | <observation>
A blue LS R60 tractor with a large red rotary mower attachment is shown driving through an orchard between rows of flowering trees. The tractor moves forward, and the mower passes over the green grass. Before the mower passes, the grass is relatively tall. After the mower passes, the grass is significantl... | 7.709172 | <answer>C</answer> | C |
10,801 | What is the person wearing in the video? | video | multiple choice | [
"A. A blue shirt",
"B. A white t-shirt",
"C. A red sweater",
"D. A black jacket"
] | <observation>A bald man with a goatee is standing in a bathroom, facing the camera. He is wearing a plain, short-sleeved white t-shirt.</observation>
<think>The person in the video is shown from the chest up throughout the entire clip. He is wearing a white t-shirt. This matches option B.</think>
<answer>B</answer> | ./LLaVA-Video-178K/academic_source/activitynet/v_F1RpG1Vwi28.mp4 | gemini-p2r-gemini-3-flash-preview | A bald man with a goatee is standing in a bathroom, facing the camera. He is wearing a plain, short-sleeved white t-shirt. | The person in the video is shown from the chest up throughout the entire clip. He is wearing a white t-shirt. This matches option B. | Video-R1-COT-10k-video-only-4k.json | 10,801 | LLaVA-Video-178K/2_3_m_academic_v0_1 | <answer>B</answer> | gemini-3-flash-preview | <observation>
A bald man with a goatee is standing in a bathroom, facing the camera. He is wearing a plain, short-sleeved white t-shirt.
</observation>
<think>
The person in the video is shown from the chest up throughout the entire clip. He is wearing a white t-shirt. This matches option B.
</think>
<answer>
B
</answe... | 4.483811 | <answer>B</answer> | B |
58,515 | How many shapes did the person put on the table? | video | multiple choice | [
"A. 6",
"B. 4",
"C. 3"
] | <observation>A person is sitting at a white desk. There is a light blue bowl on the right side of the desk. The person's hand reaches under the desk and places three distinct items on the white surface sequentially:
1. A blue triangular shape.
2. A small orange rectangular shape.
3. A larger orange rectangular shape.
B... | ./PerceptionTest/video_5642.mp4 | gemini-p2r-gemini-3-flash-preview | A person is sitting at a white desk. There is a light blue bowl on the right side of the desk. The person's hand reaches under the desk and places three distinct items on the white surface sequentially:
1. A blue triangular shape.
2. A small orange rectangular shape.
3. A larger orange rectangular shape.
By the end of ... | I watched the video and counted each time the person placed a shape on the table.
- First, a blue triangle was placed.
- Second, a small orange rectangle was placed.
- Third, a larger orange rectangle was placed.
No other shapes were added to the table during the video. The total count of shapes placed on the table is ... | Video-R1-COT-10k-video-only-4k.json | 58,515 | PerceptionTest/train | <answer>C</answer> | gemini-3-flash-preview | <observation>
A person is sitting at a white desk. There is a light blue bowl on the right side of the desk. The person's hand reaches under the desk and places three distinct items on the white surface sequentially:
1. A blue triangular shape.
2. A small orange rectangular shape.
3. A larger orange rectangular shape.
... | 5.845342 | C | C |
76,362 | What is the color of the egg that is cracked? | video | multiple choice | [
"A. Green",
"B. Brown",
"C. White",
"D. Blue"
] | <observation>A pair of hands is shown cracking an egg into a clear glass bowl. The outer shell of the egg is visible as it is broken open. The shell is white.</observation>
<think>The video shows an egg being cracked. Looking at the shell of the egg at the very beginning of the video (00:00-00:01), it is clearly white ... | ./LLaVA-Video-178K/academic_source/youcook2/114/UoP9ZJKqAh4/split_7.mp4 | gemini-p2r-gemini-3-flash-preview | A pair of hands is shown cracking an egg into a clear glass bowl. The outer shell of the egg is visible as it is broken open. The shell is white. | The video shows an egg being cracked. Looking at the shell of the egg at the very beginning of the video (00:00-00:01), it is clearly white in color. | Video-R1-COT-10k-video-only-4k.json | 76,362 | LLaVA-Video-178K/0_30_s_academic_v0_1 | <answer>C</answer> | gemini-3-flash-preview | <observation>
A pair of hands is shown cracking an egg into a clear glass bowl. The outer shell of the egg is visible as it is broken open. The shell is white.
</observation>
<think>
The video shows an egg being cracked. Looking at the shell of the egg at the very beginning of the video (00:00-00:01), it is clearly whi... | 4.271349 | C | C |
66,289 | Which object was taken by the person? | video | multiple choice | [
"A. The paper/notebook.",
"B. The clothes.",
"C. The picture.",
"D. The dish."
] | <observation>A woman wearing a green shirt and black leggings enters a living room. She approaches a white coffee table in front of a couch. On the table, there is a white mug and a small white dish. She picks up the mug and the dish, then walks out of the camera's view.</observation>
<think>The person in the video pic... | ./STAR/UZTIW.mp4 | gemini-p2r-gemini-3-flash-preview | A woman wearing a green shirt and black leggings enters a living room. She approaches a white coffee table in front of a couch. On the table, there is a white mug and a small white dish. She picks up the mug and the dish, then walks out of the camera's view. | The person in the video picks up a white mug and a white dish from the coffee table. Comparing this to the given options:
A. The paper/notebook - Not taken.
B. The clothes - Not taken.
C. The picture - Not taken.
D. The dish - Taken by the woman at approximately 00:08.
The only object from the list that was taken is th... | Video-R1-COT-10k-video-only-4k.json | 66,289 | STAR | <answer>D</answer> | gemini-3-flash-preview | <observation>
A woman wearing a green shirt and black leggings enters a living room. She approaches a white coffee table in front of a couch. On the table, there is a white mug and a small white dish. She picks up the mug and the dish, then walks out of the camera's view.
</observation>
<think>
The person in the video ... | 6.929921 | <answer>D</answer> | D |
40,766 | What consistent background elements are visible throughout the video? | video | multiple choice | [
"A. Beach, palm trees, ocean waves",
"B. Leafless trees, patches of snow, industrial buildings with smoke stacks, green shed",
"C. Mountains, pine trees, river",
"D. Desert, sand dunes, camels"
] | <observation>The video shows a slackliner performing tricks in an outdoor setting. The background consistently features trees without leaves (leafless trees), patches of snow on the grass, a green storage shed or building, and industrial structures with smoke stacks emitting white smoke in the distance. These elements ... | ./LLaVA-Video-178K/academic_source/activitynet/v_TPsMocKBQU0.mp4 | gemini-p2r-gemini-3-flash-preview | The video shows a slackliner performing tricks in an outdoor setting. The background consistently features trees without leaves (leafless trees), patches of snow on the grass, a green storage shed or building, and industrial structures with smoke stacks emitting white smoke in the distance. These elements are visible f... | The background elements observed are leafless trees, patches of snow on the ground, industrial buildings with smoke stacks, and a green shed. Comparing this to the given options:
Option A (Beach, palm trees) is incorrect.
Option B (Leafless trees, patches of snow, industrial buildings with smoke stacks, green shed) mat... | Video-R1-COT-10k-video-only-4k.json | 40,766 | LLaVA-Video-178K/2_3_m_academic_v0_1 | <answer>B</answer> | gemini-3-flash-preview | <observation>
The video shows a slackliner performing tricks in an outdoor setting. The background consistently features trees without leaves (leafless trees), patches of snow on the grass, a green storage shed or building, and industrial structures with smoke stacks emitting white smoke in the distance. These elements... | 9.333655 | <answer>B</answer> | B |
10,069 | What kind of footwear is the lady wearing?
Options: | video | multiple choice | [
"A. sport shoes.",
"B. grooming brush.",
"C. slippers.",
"D. sandals.",
"E. boots."
] | <observation>A baby is playing with an orange soccer ball in a grassy park. A person, an adult female, enters the frame around 0:10 and is more clearly visible from 0:18 onwards. This person is wearing dark-colored footwear with an open-toe design and several straps securing them to the foot.</observation>
<think>The p... | ./NeXT-QA/NextQA/NExTVideo/1026/4474236062.mp4 | gemini-p2r-gemini-3-flash-preview | A baby is playing with an orange soccer ball in a grassy park. A person, an adult female, enters the frame around 0:10 and is more clearly visible from 0:18 onwards. This person is wearing dark-colored footwear with an open-toe design and several straps securing them to the foot. | The person in the video, identified as a lady, is wearing open-toed footwear with straps. Based on the visual evidence, this type of footwear is most accurately described as sandals. | Video-R1-COT-10k-video-only-4k.json | 10,069 | NeXT-QA/30_60_s_nextqa | <answer>D</answer> | gemini-3-flash-preview | <observation>
A baby is playing with an orange soccer ball in a grassy park. A person, an adult female, enters the frame around 0:10 and is more clearly visible from 0:18 onwards. This person is wearing dark-colored footwear with an open-toe design and several straps securing them to the foot.
</observation>
<think>
Th... | 4.638048 | D | D |
42,742 | How many repetitions per day are recommended for 'Grooving the Shot'? | video | multiple choice | [
"A. 20",
"B. 50",
"C. 100",
"D. 30"
] | <observation>The video presents a tutorial on teaching a right-hand layup. Step 1 is titled "Grooving the Shot," which is shown at 00:19. Text on the screen at this time states, "Do this over and over, at least 50 times per day to get the best results...".</observation>
<think>Step 1 of the layup tutorial is "Grooving ... | ./LLaVA-Video-178K/academic_source/activitynet/v_uv7COBs24D8.mp4 | gemini-p2r-gemini-3-flash-preview | The video presents a tutorial on teaching a right-hand layup. Step 1 is titled "Grooving the Shot," which is shown at 00:19. Text on the screen at this time states, "Do this over and over, at least 50 times per day to get the best results...". | Step 1 of the layup tutorial is "Grooving the Shot." The text explicitly recommends performing this action "at least 50 times per day." This directly matches option B. | Video-R1-COT-10k-video-only-4k.json | 42,742 | LLaVA-Video-178K/2_3_m_academic_v0_1 | <answer>B</answer> | gemini-3-flash-preview | <observation>
The video presents a tutorial on teaching a right-hand layup. Step 1 is titled "Grooving the Shot," which is shown at 00:19. Text on the screen at this time states, "Do this over and over, at least 50 times per day to get the best results...".
</observation>
<think>
Step 1 of the layup tutorial is "Groovi... | 4.578867 | <answer>B</answer> | B |
129,563 | Why does the countdown number '1' appear? | video | multiple choice | [
"A. To show the end of the game",
"B. To highlight the final goal in the countdown",
"C. To indicate the start of the video",
"D. To introduce a new player"
] | <observation>The video features a countdown of top 10 hockey shootout clips, starting from 10 and descending to 1. Each number is displayed on the screen before a corresponding clip is shown. The number '1' appears at 02:38, followed by a clip of Dennis Wideman missing a shootout attempt.</observation>
<think>The video... | ./LLaVA-Video-178K/academic_source/activitynet/v_XkkOVpXegS8.mp4 | gemini-p2r-gemini-3-flash-preview | The video features a countdown of top 10 hockey shootout clips, starting from 10 and descending to 1. Each number is displayed on the screen before a corresponding clip is shown. The number '1' appears at 02:38, followed by a clip of Dennis Wideman missing a shootout attempt. | The video is structured as a "Top 10" countdown. The numbers 10 through 1 serve to sequence the highlights. Therefore, the number '1' is used to indicate the final highlight in this countdown sequence. | Video-R1-COT-10k-video-only-4k.json | 129,563 | LLaVA-Video-178K/2_3_m_academic_v0_1 | <answer>B</answer> | gemini-3-flash-preview | <observation>
The video features a countdown of top 10 hockey shootout clips, starting from 10 and descending to 1. Each number is displayed on the screen before a corresponding clip is shown. The number '1' appears at 02:38, followed by a clip of Dennis Wideman missing a shootout attempt.
</observation>
<think>
The vi... | 7.720348 | B | B |
92,433 | What season is suggested by the overcast lighting and the presence of bare trees in the video? | video | multiple choice | [
"A. Winter",
"B. Summer",
"C. Spring",
"D. Autumn"
] | <observation>The video shows overcast, grey skies and trees that are mostly bare of leaves. The ground is covered with fallen brown leaves, and several people are seen raking these leaves and placing them into large paper bags. The individuals in the video are wearing jackets, hoodies, beanies, and gloves. At 00:05, a ... | ./LLaVA-Video-178K/academic_source/activitynet/v_7xLL5okHSIU.mp4 | gemini-p2r-gemini-3-flash-preview | The video shows overcast, grey skies and trees that are mostly bare of leaves. The ground is covered with fallen brown leaves, and several people are seen raking these leaves and placing them into large paper bags. The individuals in the video are wearing jackets, hoodies, beanies, and gloves. At 00:05, a person states... | The presence of bare trees and fallen brown leaves, combined with the activity of raking leaves, strongly suggests a season where leaves have recently fallen. The date mentioned, November 21st, falls within the autumn season in the Northern Hemisphere. The overcast lighting and cold-weather clothing further support thi... | Video-R1-COT-10k-video-only-4k.json | 92,433 | LLaVA-Video-178K/2_3_m_academic_v0_1 | <answer>D</answer> | gemini-3-flash-preview | <observation>
The video shows overcast, grey skies and trees that are mostly bare of leaves. The ground is covered with fallen brown leaves, and several people are seen raking these leaves and placing them into large paper bags. The individuals in the video are wearing jackets, hoodies, beanies, and gloves. At 00:05, a... | 8.497174 | <answer>D</answer> | D |
91,045 | Where are the two women standing in the video? | video | multiple choice | [
"A. By the counter filled with various ingredients and utensils",
"B. In the living room",
"C. Near the refrigerator",
"D. By the dining table"
] | <observation>Two women are seen in a kitchen-like setting, standing behind a dark-colored countertop. On the counter, there is a large glass bowl containing chicken and a creamy mixture. One woman is adding ginger paste and salt from smaller bowls into the large bowl, while the other woman stirs the mixture. Various ot... | ./LLaVA-Video-178K/academic_source/youcook2/401/Gr7E2bhg0iw/split_4.mp4 | gemini-p2r-gemini-3-flash-preview | Two women are seen in a kitchen-like setting, standing behind a dark-colored countertop. On the counter, there is a large glass bowl containing chicken and a creamy mixture. One woman is adding ginger paste and salt from smaller bowls into the large bowl, while the other woman stirs the mixture. Various other ingredien... | The women are actively preparing a dish on a kitchen counter. The counter is covered with ingredients (chicken, ginger paste, salt, spices) and utensils (glass bowls, spoons). This directly aligns with option A. While a refrigerator is in the background, they are not standing "near" it in a way that defines their prima... | Video-R1-COT-10k-video-only-4k.json | 91,045 | LLaVA-Video-178K/0_30_s_academic_v0_1 | <answer>A</answer> | gemini-3-flash-preview | <observation>
Two women are seen in a kitchen-like setting, standing behind a dark-colored countertop. On the counter, there is a large glass bowl containing chicken and a creamy mixture. One woman is adding ginger paste and salt from smaller bowls into the large bowl, while the other woman stirs the mixture. Various o... | 6.31839 | <answer>A</answer> | A |
55,086 | What were the two people in the water doing as the boy in white ran?
Options: | video | multiple choice | [
"A. ducked.",
"B. sit at the side and watch him.",
"C. move away.",
"D. standing and looking down.",
"E. takes it near the water hole."
] | <observation>A boy wearing a white t-shirt, black shorts, and a white cap is running along the shoreline of a beach. In the background, there are tall buildings and other people on the sand. In the water to the right, two people are visible. They are standing in the shallow water and are looking down towards the water'... | ./NeXT-QA/NextQA/NExTVideo/1005/3121889229.mp4 | gemini-p2r-gemini-3-flash-preview | A boy wearing a white t-shirt, black shorts, and a white cap is running along the shoreline of a beach. In the background, there are tall buildings and other people on the sand. In the water to the right, two people are visible. They are standing in the shallow water and are looking down towards the water's surface as ... | The boy in white is running from the start of the video until about 0:11. During this time, the camera pans to follow him. At the beginning, one person is seen in the water. As the boy gets closer to the camera (around 0:10), two people are clearly visible in the ocean. Both of these individuals are standing still and ... | Video-R1-COT-10k-video-only-4k.json | 55,086 | NeXT-QA/0_30_s_nextqa | <answer>D</answer> | gemini-3-flash-preview | <observation>
A boy wearing a white t-shirt, black shorts, and a white cap is running along the shoreline of a beach. In the background, there are tall buildings and other people on the sand. In the water to the right, two people are visible. They are standing in the shallow water and are looking down towards the water... | 5.360145 | <answer>D</answer> | D |
14,880 | The person uses multiple similar objects to play an occlusion game. Do these objects have handles? | video | multiple choice | [
"A. They have handles.",
"B. Some have handles, some don't.",
"C. They don't have handles."
] | <observation>The video shows two yellow, ribbed, cupcake-liner-shaped objects on a wooden table. A person interacts with these objects by lifting them, moving them around, and placing a small brown object underneath one of them. Throughout the video, both yellow objects are clearly visible from multiple angles as they ... | ./PerceptionTest/video_9850.mp4 | gemini-p2r-gemini-3-flash-preview | The video shows two yellow, ribbed, cupcake-liner-shaped objects on a wooden table. A person interacts with these objects by lifting them, moving them around, and placing a small brown object underneath one of them. Throughout the video, both yellow objects are clearly visible from multiple angles as they are moved and... | The two yellow objects are identical in appearance. They are used to hide a small object in a shell-game-like manner. By observing the objects as they are handled and flipped, it is clear that they are simple, handle-less containers, likely silicone cupcake liners or similar cups. Since neither object has a handle, the... | Video-R1-COT-10k-video-only-4k.json | 14,880 | PerceptionTest/train | <answer>C</answer> | gemini-3-flash-preview | <observation>
The video shows two yellow, ribbed, cupcake-liner-shaped objects on a wooden table. A person interacts with these objects by lifting them, moving them around, and placing a small brown object underneath one of them. Throughout the video, both yellow objects are clearly visible from multiple angles as they... | 5.924822 | C | C |
56,705 | What is the man in the yellow and red outfit doing throughout the video? | video | multiple choice | [
"A. He is standing near the counter, leaning slightly forward",
"B. He is running away",
"C. He is talking on the phone",
"D. He is shopping for groceries"
] | <observation>A man wearing a red hat and a red and yellow jacket is standing at a counter inside a store. He is leaning slightly forward over the counter. He remains in this position throughout the video while another individual in a white t-shirt brandishes a firearm and shoots towards the entrance.</observation>
<thi... | ./LLaVA-Video-178K/liwei_youtube_videos/videos/youtube_video_2024/ytb_Quvvr8sN0g8.mp4 | gemini-p2r-gemini-3-flash-preview | A man wearing a red hat and a red and yellow jacket is standing at a counter inside a store. He is leaning slightly forward over the counter. He remains in this position throughout the video while another individual in a white t-shirt brandishes a firearm and shoots towards the entrance. | By observing the man in the red and yellow outfit, he is seen standing still near the counter, leaning forward. He does not exhibit any signs of running away, talking on a phone, or actively shopping in the aisles. Therefore, option A is the most accurate description of his actions. | Video-R1-COT-10k-video-only-4k.json | 56,705 | LLaVA-Video-178K/30_60_s_youtube_v0_1 | <answer>A</answer> | gemini-3-flash-preview | <observation>
A man wearing a red hat and a red and yellow jacket is standing at a counter inside a store. He is leaning slightly forward over the counter. He remains in this position throughout the video while another individual in a white t-shirt brandishes a firearm and shoots towards the entrance.
</observation>
<t... | 5.774441 | <answer>A</answer> | A |
26,085 | How did the lady helped the girl up when the huge wave approached at the end of the video?
Options: | video | multiple choice | [
"A. pull.",
"B. using rope.",
"C. wear life vest.",
"D. push the ski poles backward.",
"E. hug the girl."
] | <observation>A woman in a pink shirt and blue shorts is standing on a beach with a small child sitting in the shallow water. As waves come in, the woman holds the child's hand. Near the end of the video, a larger wave approaches. The woman grips the child's hand/arm and pulls the child upward to a standing position as ... | ./NeXT-QA/NextQA/NExTVideo/1051/6301223138.mp4 | gemini-p2r-gemini-3-flash-preview | A woman in a pink shirt and blue shorts is standing on a beach with a small child sitting in the shallow water. As waves come in, the woman holds the child's hand. Near the end of the video, a larger wave approaches. The woman grips the child's hand/arm and pulls the child upward to a standing position as the water rus... | The woman is seen holding the girl's hand throughout the video. As a larger wave comes toward them at the end, she exerts upward force by pulling on the girl's hand to help her stand up and avoid being submerged or knocked over by the wave. | Video-R1-COT-10k-video-only-4k.json | 26,085 | NeXT-QA/0_30_s_nextqa | <answer>A</answer> | gemini-3-flash-preview | <observation>
A woman in a pink shirt and blue shorts is standing on a beach with a small child sitting in the shallow water. As waves come in, the woman holds the child's hand. Near the end of the video, a larger wave approaches. The woman grips the child's hand/arm and pulls the child upward to a standing position as... | 3.902966 | <answer>A</answer> | A |
93,754 | What happens to the water level as it is continuously poured into the bowl? | video | multiple choice | [
"A. The water level decreases",
"B. The water level rises",
"C. The water level remains the same",
"D. The water level evaporates"
] | <observation>A clear glass bowl is on a wooden surface. A stream of water is being poured into the bowl from above. As the water flows in, the volume of water inside the bowl increases, and the top surface of the water moves higher relative to the bottom of the bowl.</observation>
<think>When a liquid is added to a con... | ./LLaVA-Video-178K/academic_source/youcook2/311/bFoIJCDEqGw/split_0.mp4 | gemini-p2r-gemini-3-flash-preview | A clear glass bowl is on a wooden surface. A stream of water is being poured into the bowl from above. As the water flows in, the volume of water inside the bowl increases, and the top surface of the water moves higher relative to the bottom of the bowl. | When a liquid is added to a container, the volume of the liquid within that container increases. This increase in volume causes the surface level of the liquid to move upwards, which is described as the water level rising. | Video-R1-COT-10k-video-only-4k.json | 93,754 | LLaVA-Video-178K/0_30_s_academic_v0_1 | <answer>B</answer> | gemini-3-flash-preview | <observation>
A clear glass bowl is on a wooden surface. A stream of water is being poured into the bowl from above. As the water flows in, the volume of water inside the bowl increases, and the top surface of the water moves higher relative to the bottom of the bowl.
</observation>
<think>
When a liquid is added to a ... | 3.887197 | <answer>B</answer> | B |
8,417 | Does the camera follow the person as they walk around the workshop? | video | multiple choice | [
"A. The camera focuses on the door",
"B. The camera zooms in on the desk",
"C. No, the camera stays still",
"D. Yes, the camera follows the person"
] | <observation>The video is filmed from a first-person perspective, likely using a head-mounted or chest-mounted camera. It starts with the person at a cluttered desk holding two filters. The person then walks through various areas of a workshop/store, passing by shelves with parts, boxes on the floor, and other desks. T... | ./LLaVA-Video-178K/academic_source/ego4d/182ee74e-321c-4f06-b1f4-c00dd3b4ce0c.mp4 | gemini-p2r-gemini-3-flash-preview | The video is filmed from a first-person perspective, likely using a head-mounted or chest-mounted camera. It starts with the person at a cluttered desk holding two filters. The person then walks through various areas of a workshop/store, passing by shelves with parts, boxes on the floor, and other desks. They move towa... | The camera's movement is tied directly to the person's movement. As the person walks from the initial desk area through the workshop, toward a door, and up stairs, the camera moves with them, maintaining a first-person view. This confirms that the camera follows the person throughout the video. | Video-R1-COT-10k-video-only-4k.json | 8,417 | LLaVA-Video-178K/0_30_s_academic_v0_1 | <answer>D</answer> | gemini-3-flash-preview | <observation>
The video is filmed from a first-person perspective, likely using a head-mounted or chest-mounted camera. It starts with the person at a cluttered desk holding two filters. The person then walks through various areas of a workshop/store, passing by shelves with parts, boxes on the floor, and other desks. ... | 10.599581 | <answer>D</answer> | D |
15,455 | Which object would the person put down next? | video | multiple choice | [
"A. The sandwich.",
"B. The cup/glass/bottle.",
"C. The phone/camera.",
"D. The dish."
] | <observation>A person enters a laundry room, picks up a mop, and begins mopping. They then sit down on the floor, pick up a glass of water that was already sitting there, take a drink, and place the glass back down on the floor. Finally, they stand up and exit the room with the mop.</observation>
<think>The person is s... | ./STAR/QIBAJ.mp4 | gemini-p2r-gemini-3-flash-preview | A person enters a laundry room, picks up a mop, and begins mopping. They then sit down on the floor, pick up a glass of water that was already sitting there, take a drink, and place the glass back down on the floor. Finally, they stand up and exit the room with the mop. | The person is seen picking up a glass of water from the floor at approximately 0:17. After drinking from it, they put the glass back down on the floor at 0:24. No other objects from the options (sandwich, phone/camera, or dish) are handled or put down by the person in the video. | Video-R1-COT-10k-video-only-4k.json | 15,455 | STAR | <answer>B</answer> | gemini-3-flash-preview | <observation>
A person enters a laundry room, picks up a mop, and begins mopping. They then sit down on the floor, pick up a glass of water that was already sitting there, take a drink, and place the glass back down on the floor. Finally, they stand up and exit the room with the mop.
</observation>
<think>
The person i... | 6.477601 | B | B |
129,314 | Where is the person? | video | multiple choice | [
"A. Indoors in the living room or bedroom",
"B. Indoors in the kitchen",
"C. Indoors in the bathroom"
] | <observation>A person is shown from the waist down, sitting and tying the laces of tan-colored boots. They are wearing blue shorts and light-colored socks. The floor is covered by a large, patterned rug with brown, cream, and black wavy stripes. To the left, a portion of a brown suitcase is visible. In the background, ... | ./PerceptionTest/video_3000.mp4 | gemini-p2r-gemini-3-flash-preview | A person is shown from the waist down, sitting and tying the laces of tan-colored boots. They are wearing blue shorts and light-colored socks. The floor is covered by a large, patterned rug with brown, cream, and black wavy stripes. To the left, a portion of a brown suitcase is visible. In the background, a wooden furn... | The presence of a large, decorative area rug and a suitcase suggests a living space like a living room or bedroom. Kitchens and bathrooms typically have hard, easy-to-clean flooring like tile or linoleum and are less likely to have such a large rug or luggage stored in the open. Therefore, the most likely setting is a ... | Video-R1-COT-10k-video-only-4k.json | 129,314 | PerceptionTest/train | <answer>A</answer> | gemini-3-flash-preview | <observation>
A person is shown from the waist down, sitting and tying the laces of tan-colored boots. They are wearing blue shorts and light-colored socks. The floor is covered by a large, patterned rug with brown, cream, and black wavy stripes. To the left, a portion of a brown suitcase is visible. In the background,... | 6.108442 | A | A |
23,993 | What did the person do to the food after closing the refrigerator? | video | multiple choice | [
"A. Threw.",
"B. Washed.",
"C. Took.",
"D. Put down."
] | <observation>A man is in a kitchen. He opens a white side-by-side refrigerator, looks inside, and takes out a carton labeled "Half & Half". He closes the refrigerator door and walks to the kitchen counter. He opens a drawer, looks through it, and picks up a black spatula. He then places the "Half & Half" carton down on... | ./STAR/NSF4N.mp4 | gemini-p2r-gemini-3-flash-preview | A man is in a kitchen. He opens a white side-by-side refrigerator, looks inside, and takes out a carton labeled "Half & Half". He closes the refrigerator door and walks to the kitchen counter. He opens a drawer, looks through it, and picks up a black spatula. He then places the "Half & Half" carton down on the counter ... | The person takes a carton of food (Half & Half) from the refrigerator, closes the door, and moves to the counter. After finding a utensil, he places the carton on the counter surface. Therefore, the action performed on the food after closing the refrigerator is putting it down. | Video-R1-COT-10k-video-only-4k.json | 23,993 | STAR | <answer>D</answer> | gemini-3-flash-preview | <observation>
A man is in a kitchen. He opens a white side-by-side refrigerator, looks inside, and takes out a carton labeled "Half & Half". He closes the refrigerator door and walks to the kitchen counter. He opens a drawer, looks through it, and picks up a black spatula. He then places the "Half & Half" carton down o... | 5.569618 | <answer>D</answer> | D |
32,739 | Which object is the person able to tidy up after holding the dish? | video | multiple choice | [
"A. The table.",
"B. The blanket.",
"C. The broom.",
"D. The closet/cabinet."
] | <observation>A person walks through a room past a large aquarium towards a kitchen area. They stop in front of a white kitchen cabinet next to a microwave. The person opens the upper cabinet door and begins handling white dishes, taking some out and putting others back in. This action of organizing the dishes inside th... | ./STAR/L0HDB.mp4 | gemini-p2r-gemini-3-flash-preview | A person walks through a room past a large aquarium towards a kitchen area. They stop in front of a white kitchen cabinet next to a microwave. The person opens the upper cabinet door and begins handling white dishes, taking some out and putting others back in. This action of organizing the dishes inside the cabinet con... | The video shows a person interacting with dishes in a kitchen setting. After taking out a dish, they continue to move other dishes around and place them back into the cabinet. This process of organizing the items within the cabinet constitutes "tidying up" that specific object. Among the choices provided, the cabinet (... | Video-R1-COT-10k-video-only-4k.json | 32,739 | STAR | <answer>D</answer> | gemini-3-flash-preview | <observation>
A person walks through a room past a large aquarium towards a kitchen area. They stop in front of a white kitchen cabinet next to a microwave. The person opens the upper cabinet door and begins handling white dishes, taking some out and putting others back in. This action of organizing the dishes inside t... | 5.579885 | <answer>D</answer> | D |
132,705 | How many elephants are there in total?
Options: | video | multiple choice | [
"A. three.",
"B. four.",
"C. one.",
"D. eight.",
"E. two."
] | <observation>In the video, there is a group of elephants in a savanna-like environment. At the start of the video (0:00-0:05), four distinct elephants are visible: one large elephant in the foreground on the right, another elephant to its left in the middle ground, a smaller elephant behind the foreground elephant, and... | ./NeXT-QA/NextQA/NExTVideo/0063/6324607259.mp4 | gemini-p2r-gemini-3-flash-preview | In the video, there is a group of elephants in a savanna-like environment. At the start of the video (0:00-0:05), four distinct elephants are visible: one large elephant in the foreground on the right, another elephant to its left in the middle ground, a smaller elephant behind the foreground elephant, and a fourth ele... | Counting the elephants seen in the initial wide shot:
1. One large elephant in the front right foreground.
2. One elephant in the middle ground, to the left of the front elephant.
3. One smaller elephant positioned between and slightly behind the first two.
4. One elephant on the far left in the background.
Adding thes... | Video-R1-COT-10k-video-only-4k.json | 132,705 | NeXT-QA/0_30_s_nextqa | <answer>B</answer> | gemini-3-flash-preview | <observation>
In the video, there is a group of elephants in a savanna-like environment. At the start of the video (0:00-0:05), four distinct elephants are visible: one large elephant in the foreground on the right, another elephant to its left in the middle ground, a smaller elephant behind the foreground elephant, an... | 7.134423 | B | B |
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