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"D": "Turn back. Go straight. Turn right. Go straight. Turn left."
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L-shape | B | {
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L-shape | B | {
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Turn back. Go straight. Turn left. Go straight. Turn left. Go straight. Turn left. Go straight. | B | {
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... | relative_direction | 41069127 | /home/mayiling/projs/Video/QA_Code_By_Type1/Spatial_Relation_Reasoning/outputs/compressed_videos/41069127_spatial_relation_openrouter.mp4 |
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... | relative_direction | 41126410 | /home/mayiling/projs/Video/QA_Code_By_Type1/Spatial_Relation_Reasoning/outputs/compressed_videos/41126410_spatial_relation_openrouter.mp4 |
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put down the plate, pick up the cup, put down the cup, pick up the knife and fork | C | {
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put down the fork, pick up the plate, open the bin, throw the remaining food into the bin | C | {
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"B": "put down the fork, pick up the plate, throw the remaining food into the bin, open the bin",
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"f... | What happens immediately before "pick up the plate"? | [
"First, The person is holding a plate with food remnants and approaches a bin.",
"Next, The person opens the bin lid with one hand while holding the plate with the other.",
"Therefore, Opening the bin occurs immediately before the person throws food into the bin.",
"Therefore, The action that happens immediat... | [
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"text": "Next, pick up the plate."
},
... | P02_105 | [
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open the tap, pick up the plate, put down the plate, close the tap | D | {
"A": "pick up the plate, open the tap, put down the plate, close the tap",
"B": "open the tap, put down the plate, pick up the plate, close the tap",
"C": "open the tap, pick up the plate, close the tap, put down the plate",
"D": "open the tap, pick up the plate, put down the plate, close the tap"
} | epic_kitchens_100 | [
"First, the first action: open the tap.",
"Next, the middle order: pick up the plate happens before put down the plate.",
"Finally, the final action: close the tap.",
"Therefore, Putting the actions in order gives: open the tap → pick up the plate → put down the plate → close the tap, which matches choice D."... | [
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"First, the person opens the tap to allow water to flow into the sink.",
"Next, the person picks up the plate to begin washing it, and then puts it down after washing.",
"Finally, the person closes the tap after finishing the task.",
"Therefore, the chronological order is: open the tap → pick up the plate → p... | [
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... | P02_105_event_order_003 | P02_105_event_order_003 | {
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"First, The person picks up a dirty plate from the counter and holds it over the sink.",
"Next, The person opens the tap to let water flow, then begins washing the plate with a sponge.",
"Then, After washing, the person puts the plate down in the sink.",
"Finally, The person closes the tap after finishing the... | [
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open the tap | D | {
"A": "close the tap",
"B": "put down the plate",
"C": "pick up the grater",
"D": "open the tap"
} | epic_kitchens_100 | [
"First, open the tap.",
"Next, pick up the plate.",
"Therefore, open the tap happens immediately before pick up the plate.",
"Therefore, the correct answer is D: open the tap."
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"First, The tap is opened, allowing water to flow into the sink.",
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"Therefore, opening the tap occurs immediately before picking up the plate.",
"Therefore, the correct answer is D: open the tap."
] | [
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"Therefore, The action of washing the plate (under running water) must occur before the plate is pick... | [
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{
... | P02_105 | [
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pick up the lid, put the lid in the sink, pick up the paper, throw the paper away for recycling | C | {
"A": "pick up the lid, put the lid in the sink, throw the paper away for recycling, pick up the paper",
"B": "pick up the lid, pick up the paper, put the lid in the sink, throw the paper away for recycling",
"C": "pick up the lid, put the lid in the sink, pick up the paper, throw the paper away for recycling",
... | epic_kitchens_100 | [
"First, pick up the lid.",
"Next, put the lid in the sink, then pick up the paper.",
"Finally, throw the paper away for recycling.",
"Therefore, So the full order is pick up the lid → put the lid in the sink → pick up the paper → throw the paper away for recycling, which matches C."
] | [
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"text": "Finally, throw the pap... | [
"First, the person picks up the blue lid from the countertop.",
"Next, the person places the lid into the sink, then picks up the paper from the counter.",
"Finally, the person throws the paper into the recycling bin.",
"Therefore, the full chronological order is pick up the lid → put the lid in the sink → pi... | [
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"video_judge_model": "/ssd2/mayiling/model... | Which option correctly gives the chronological order of the four actions shown in the clip? | [
"First, The person picks up the blue lid from the countertop.",
"Next, The person places the blue lid into the sink.",
"Then, The person picks up a paper item from the countertop.",
"Finally, The person throws the paper item into a recycling bin.",
"Therefore, the correct answer is C: pick up the lid, put t... | [
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... | event_order | P02_105 | /home/mayiling/projs/Video/QA_Code_By_Type1/Temporal_Event_Reasoning/outputs/epic_clips/P02_105/P02_105_local_0004_P02_105_07790_P02_105_07816.mp4 |
pick up the lid | B | {
"A": "pick up the paper",
"B": "pick up the lid",
"C": "pick up the wooden spoon",
"D": "throw the paper away for recycling"
} | epic_kitchens_100 | [
"First, pick up the lid.",
"Next, put the lid in the sink.",
"Therefore, pick up the lid happens immediately before put the lid in the sink.",
"Therefore, the correct answer is B: pick up the lid."
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"First, The person picks up the blue lid from the countertop with their left hand.",
"Next, The person places the blue lid into the sink.",
"Therefore, picking up the lid happens immediately before putting the lid in the sink.",
"Therefore, the correct answer is B: pick up the lid."
] | [
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"Next, In the second frame, the person is holding a paper item near the sink.",
"Therefore, The action of holding the paper item immediately precedes the action of placing the lid in the sink, as both occur in the same frame and the paper is h... | [
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"clai... | {
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}... | P02_105 | [
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"step_id":... | before_or_after_action | P02_105 | /home/mayiling/projs/Video/QA_Code_By_Type1/Temporal_Event_Reasoning/outputs/epic_clips/P02_105/P02_105_local_0004_P02_105_07790_P02_105_07816.mp4 |
put down the pan and wooden spoon, pick up the scissors, put down the scissors, close the bag | A | {
"A": "put down the pan and wooden spoon, pick up the scissors, put down the scissors, close the bag",
"B": "put down the pan and wooden spoon, pick up the scissors, close the bag, put down the scissors",
"C": "pick up the scissors, put down the pan and wooden spoon, put down the scissors, close the bag",
"D":... | epic_kitchens_100 | [
"First, put down the pan and wooden spoon.",
"Next, pick up the scissors happens before put down the scissors.",
"Finally, close the bag.",
"Therefore, Combining these observations gives the order: put down the pan and wooden spoon → pick up the scissors → put down the scissors → close the bag. Therefore, the... | [
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"First, the person puts down the pan and wooden spoon on the countertop.",
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"Finally, the person closes the bag after cutting it.",
"Therefore, combining these observations gives the order: put down the pan and... | [
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"Next, The person then picks up a pair of scissors from the counter, followed by using them to cut open a bag.",
"Finally, After cutting the bag, the person puts down the sciss... | [
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put on the gloves, pick up the glove from the floor, put on the second glove, pick up the sponge | D | {
"A": "put on the gloves, put on the second glove, pick up the glove from the floor, pick up the sponge",
"B": "pick up the glove from the floor, put on the gloves, put on the second glove, pick up the sponge",
"C": "put on the gloves, pick up the glove from the floor, pick up the sponge, put on the second glove... | epic_kitchens_100 | [
"First, put on the gloves.",
"Next, pick up the glove from the floor happens before put on the second glove.",
"Finally, pick up the sponge.",
"Therefore, So the order is: put on the gloves → pick up the glove from the floor → put on the second glove → pick up the sponge, which matches D."
] | [
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"Finally, the person reaches for and picks up the sponge from the counter.",
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... | event_order | P02_105 | /home/mayiling/projs/Video/QA_Code_By_Type1/Temporal_Event_Reasoning/outputs/epic_clips/P02_105/P02_105_local_0006_P02_105_07824_P02_105_07829.mp4 |
put on the gloves | B | {
"A": "pick up the sponge",
"B": "put on the gloves",
"C": "open the tap",
"D": "put on the second glove"
} | epic_kitchens_100 | [
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"Next, pick up the glove from the floor.",
"Therefore, put on the gloves occurs immediately before pick up the glove from the floor.",
"Therefore, the correct answer is B."
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"Therefore, putting on the gloves occurs immediately before picking up the glove from the floor.",
"Therefore, the correct answer is B."
] | [
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"claim_type": "tem... | P02_105_before_or_after_action_012 | P02_105_before_or_after_action_012 | {
"answer_correct": true,
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"judge_status": "ok",
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"outcome": "answer_correct_step_correct",
"pre_filter_status": "rewrite",
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"video_judge_model": "/ssd2/mayiling/model... | What happens immediately before "pick up the glove from the floor"? | [
"First, a yellow glove is visible on the floor near the sink.",
"Next, a hand is seen picking up the yellow glove from the floor.",
"Therefore, The action of picking up the glove from the floor immediately follows the state where the glove was on the floor.",
"Therefore, The action that happens immediately be... | [
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},
{
"claim_type": "visual_observation",
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"text": "Next, a hand is seen picking up the yellow glove from the floor."
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"claim_type": "tempora... | {
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"text": "First, put on the gloves."
},
{
"claim_type": "visual_observation",
"step_id": 2,
"text": "Next, pick up the glove from the flo... | P02_105 | [
{
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"step_id":... | before_or_after_action | P02_105 | /home/mayiling/projs/Video/QA_Code_By_Type1/Temporal_Event_Reasoning/outputs/epic_clips/P02_105/P02_105_local_0006_P02_105_07824_P02_105_07829.mp4 |
pick up the washing liquid, put washing liquid on sponge, put down the washing liquid, squeeze sponge | A | {
"A": "pick up the washing liquid, put washing liquid on sponge, put down the washing liquid, squeeze sponge",
"B": "pick up the washing liquid, put washing liquid on sponge, squeeze sponge, put down the washing liquid",
"C": "pick up the washing liquid, put down the washing liquid, put washing liquid on sponge,... | epic_kitchens_100 | [
"First, pick up the washing liquid.",
"Next, put washing liquid on sponge happens before put down the washing liquid.",
"Finally, squeeze sponge.",
"Therefore, So the order is pick up the washing liquid → put washing liquid on sponge → put down the washing liquid → squeeze sponge, which matches A."
] | [
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"text": "Next, put washing liquid on sponge happens before put down the washing liquid."
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{
"claim_type": "last_event",
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... | [
"First, the person picks up the washing liquid bottle with their gloved hand.",
"Next, the person applies the washing liquid from the bottle onto the sponge, then places the bottle down on the counter.",
"Finally, the person squeezes the sponge to release excess liquid.",
"Therefore, the chronological order i... | [
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},
{
"claim_type": "middle_events",
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"text": "Next, the person applies the washing liquid from the bottle onto the sponge, then places the bott... | P02_105_event_order_007 | P02_105_event_order_007 | {
"answer_correct": false,
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"judge_status": "ok",
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"outcome": "answer_wrong",
"pre_filter_status": "rewrite",
"step_correct": true,
"video_judge_model": "/ssd2/mayiling/models/Qwen3-VL-8B-Instruct",
"f... | Which option correctly gives the chronological order of the four actions shown in the clip? | [
"First, The person picks up the washing liquid bottle from the counter.",
"Next, The person then puts the washing liquid on the sponge.",
"Then, After applying the liquid, the person squeezes the sponge.",
"Finally, the person puts down the washing liquid bottle.",
"Therefore, The chronological order matche... | [
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"text": "First, pick up the washing liquid."
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"claim_type": "middle_events",
"step_id": 2,
"text": "Next, put washing liquid on sponge hap... | P02_105 | [
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{
... | event_order | P02_105 | /home/mayiling/projs/Video/QA_Code_By_Type1/Temporal_Event_Reasoning/outputs/epic_clips/P02_105/P02_105_local_0007_P02_105_07830_P02_105_07836.mp4 |
pick up the cup | D | {
"A": "put down the cup",
"B": "put down the knife and fork",
"C": "pick up the knife and fork",
"D": "pick up the cup"
} | epic_kitchens_100 | [
"First, put down the plate.",
"Next, pick up the cup.",
"Therefore, \"pick up the cup\" happens immediately after \"put down the plate\".",
"Therefore, the correct answer is D."
] | [
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"text": "First, put down the plate."
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"text": "Therefore, \"pick up the cup\" h... | [
"First, The person places the plate into the sink, completing the action of putting down the plate.",
"Next, The person then reaches into the sink and picks up the cup.",
"Therefore, \"pick up the cup\" happens immediately after \"put down the plate\".",
"Therefore, the correct answer is D."
] | [
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"step_id": 2,
"text": "Next, The person then reaches into the sink and picks up the cu... | P02_105_before_or_after_action_001 | P02_105_before_or_after_action_001 | {
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"video_judge_model": "/ssd2/ma... | What happens immediately after "put down the plate"? | [
"First, A person is holding a plate with food remnants and cutlery.",
"Next, The person places the plate into the sink, indicating 'put down the plate'.",
"Then, Immediately after placing the plate down, the person's right hand reaches for and picks up a cup from the sink.",
"Therefore, The action of putting ... | [
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{
... | {
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"text": "First, put down the plate."
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... | P02_105 | [
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"step_id":... | before_or_after_action | P02_105 | /home/mayiling/projs/Video/QA_Code_By_Type1/Temporal_Event_Reasoning/outputs/epic_clips/P02_105/P02_105_local_0001_P02_105_07701_P02_105_07845.mp4 |
pick up the plate | D | {
"A": "throw the remaining food into the bin",
"B": "open the bin",
"C": "close the bin",
"D": "pick up the plate"
} | epic_kitchens_100 | [
"First, put down the fork.",
"Next, pick up the plate.",
"Therefore, pick up the plate happens immediately after put down the fork.",
"Therefore, the correct answer is D: pick up the plate."
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"text": "First, put down the fork."
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"text": "Therefore, pick up the plate ha... | [
"First, The person puts down the fork on the plate.",
"Next, The person then picks up the plate with both hands.",
"Therefore, picking up the plate happens immediately after putting down the fork.",
"Therefore, the correct answer is D: pick up the plate."
] | [
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"text": "Next, The person then picks up the plate with both hands."
},
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... | P02_105_before_or_after_action_003 | P02_105_before_or_after_action_003 | {
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"judge_status": "ok",
"kept_outcome": "answer_wrong",
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"pre_filter_status": "rewrite_with_review",
"step_correct": true,
"video_judge_model": "/ssd2/mayiling/models/Qwen3-VL-8B-Ins... | What happens immediately after "put down the fork"? | [
"First, The person is holding a plate with food and a fork, and places the fork down on the plate.",
"Next, After putting down the fork, the person carries the plate to a bin and throws the remaining food into it.",
"Therefore, Throwing the remaining food into the bin happens immediately after putting down the ... | [
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"text": "First, The person is holding a plate with food and a fork, and places the fork down on the plate."
},
{
"claim_type": "visual_observation",
"step_id": 2,
"text": "Next, After putting down the fork, the person carries the plate ... | {
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"claim_type": "visual_observation",
"step_id": 1,
"text": "First, put down the fork."
},
{
"claim_type": "visual_observation",
"step_id": 2,
"text": "Next, pick up the plate."
},
... | P02_105 | [
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"claim_type": "visual_observation",
"label": 1,
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"step_id": 1
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"reward": 1,
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"step_id":... | before_or_after_action | P02_105 | /home/mayiling/projs/Video/QA_Code_By_Type1/Temporal_Event_Reasoning/outputs/epic_clips/P02_105/P02_105_local_0002_P02_105_07856_P02_105_07714.mp4 |
pick up the scissors | C | {
"A": "put the bag inside the box",
"B": "close the bag",
"C": "pick up the scissors",
"D": "put down the scissors"
} | epic_kitchens_100 | [
"First, put down the pan and wooden spoon.",
"Next, pick up the scissors.",
"Therefore, pick up the scissors happens immediately after put down the pan and wooden spoon.",
"Therefore, the correct answer is C."
] | [
{
"claim_type": "visual_observation",
"step_id": 1,
"text": "First, put down the pan and wooden spoon."
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{
"claim_type": "visual_observation",
"step_id": 2,
"text": "Next, pick up the scissors."
},
{
"claim_type": "temporal_relation",
"step_id": 3,
"text": "Therefore, p... | [
"First, The person puts down the pan and wooden spoon on the kitchen counter.",
"Next, The person then picks up the scissors from the counter.",
"Therefore, picking up the scissors happens immediately after putting down the pan and wooden spoon.",
"Therefore, the correct answer is C."
] | [
{
"claim_type": "visual_observation",
"step_id": 1,
"text": "First, The person puts down the pan and wooden spoon on the kitchen counter."
},
{
"claim_type": "visual_observation",
"step_id": 2,
"text": "Next, The person then picks up the scissors from the counter."
},
{
"claim_ty... | P02_105_before_or_after_action_009 | P02_105_before_or_after_action_009 | {
"answer_correct": true,
"evaluation_valid": true,
"gold_reasoning_source": "openai/gpt-5.4",
"judge_status": "ok",
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"outcome": "answer_correct_step_correct",
"pre_filter_status": "rewrite_with_review",
"step_correct": true,
"video_judge_model": "/ssd2/ma... | What happens immediately after "put down the pan and wooden spoon"? | [
"First, the pan and wooden spoon are placed on the countertop next to the stove.",
"Next, the person's hand is seen picking up a pair of scissors from the counter.",
"Therefore, The action of putting down the pan and wooden spoon, and the action of picking up the scissors, which happens immediately afterward.",... | [
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"text": "Next, the person's hand is seen picking up a pair of scissors from the counter."
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"text": "First, put down the pan and wooden spoon."
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"text": "Next, pick up the sc... | P02_105 | [
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"step_id":... | before_or_after_action | P02_105 | /home/mayiling/projs/Video/QA_Code_By_Type1/Temporal_Event_Reasoning/outputs/epic_clips/P02_105/P02_105_local_0005_P02_105_07817_P02_105_07822.mp4 |
pick up the glove from the floor | D | {
"A": "put on the second glove",
"B": "open the tap",
"C": "pick up the sponge",
"D": "pick up the glove from the floor"
} | epic_kitchens_100 | [
"First, put on the gloves.",
"Next, pick up the glove from the floor.",
"Therefore, pick up the glove from the floor happens immediately after put on the gloves.",
"Therefore, the correct answer is D: pick up the glove from the floor."
] | [
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"text": "Next, pick up the glove from the floor."
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{
"claim_type": "temporal_relation",
"step_id": 3,
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"First, A person puts on a yellow glove on their hand.",
"Next, The person bends down and picks up a yellow glove from the floor.",
"Therefore, picking up the glove from the floor happens immediately after putting on the gloves.",
"Therefore, the correct answer is D: pick up the glove from the floor."
] | [
{
"claim_type": "visual_observation",
"step_id": 1,
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{
"claim_type": "visual_observation",
"step_id": 2,
"text": "Next, The person bends down and picks up a yellow glove from the floor."
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{
"claim_type": "tempora... | P02_105_before_or_after_action_011 | P02_105_before_or_after_action_011 | {
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"pre_filter_status": "rewrite_with_review",
"step_correct": true,
"video_judge_model": "/ssd2/mayiling/models/Qwen3-VL-8B-Ins... | What happens immediately after "put on the gloves"? | [
"First, a hand is holding a yellow glove, indicating the action of putting on the first glove.",
"Next, both hands are wearing yellow gloves, indicating the second glove has been put on.",
"Therefore, The action of putting on the second glove occurs immediately after the first glove is put on,.",
"Therefore, ... | [
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"text": "First, put on the gloves."
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"text": "Next, pick up the glove from the fl... | P02_105 | [
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"step_id":... | before_or_after_action | P02_105 | /home/mayiling/projs/Video/QA_Code_By_Type1/Temporal_Event_Reasoning/outputs/epic_clips/P02_105/P02_105_local_0006_P02_105_07824_P02_105_07829.mp4 |
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