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0.0, "model_results": [ { "model_key": "gemini-flash", "model_label": "Gemini 3 Flash", "chosen_letter": "E", "correct_letter": "C", "is_correct": false, "raw_response": "E", "error": null }, { "model_key": "gemini-31-flash-lite", "model_label": "Gemini 3.1 Flash Lite", "chosen_letter": "B", "correct_letter": "C", "is_correct": false, "raw_response": "B", "error": null } ] } ] }, { "annotation_id": "67bc08d5eb72", "annotator_id": "15", "anchor_timestamp_seconds": 2187.744548, "question": "Why did he pick up the frying pan again and shake it from side to side?", "rationale": null, "answer": "Because he had just poured in oil and needed to coat the surface of the pan evenly.", "distractors": [ "Because he had just put in the pork belly and needed the oil to fully soak into the meat to prevent burning.", "Because he had just poured in oil and needed the bottom of the pan to heat up evenly to prevent hot spots.", "Because he wanted to check if there was any water left in the pan that might 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"Because he had just poured in oil and needed the bottom of the pan to heat up evenly to prevent hot spots.", "Because he wanted to check if there was any water left in the pan that might cause the hot oil to splatter.", "Because the induction cooker wasn't detecting the pan, and he needed to reposition it to activate the heating element.", "Because he realized he poured too much oil and was trying to move the excess to one side to soak it up with a paper towel." ], "num_choices": 6, "options": [ { "letter": "A", "text": "Because he wanted to check if there was any water left in the pan that might cause the hot oil to splatter.", "is_correct": false }, { "letter": "B", "text": "Because he had just poured in oil and needed to coat the surface of the pan evenly.", "is_correct": true }, { "letter": "C", "text": "Because he had just put in the pork belly and needed the oil to fully soak into the meat to prevent burning.", "is_correct": false }, { "letter": "D", "text": "Because the induction cooker wasn't detecting the pan, and he needed to reposition it to activate the heating element.", "is_correct": false }, { "letter": "E", "text": "Because he realized he poured too much oil and was trying to move the excess to one side to soak it up with a paper towel.", "is_correct": false }, { "letter": "F", "text": "Because he had just poured in oil and needed the bottom of the pan to heat up evenly to prevent hot spots.", "is_correct": false } ], "accuracy": 0.5, "model_results": [ { "model_key": "gemini-flash", "model_label": "Gemini 3 Flash", "chosen_letter": "B", "correct_letter": "B", "is_correct": true, "raw_response": "B", "error": null }, { "model_key": "gemini-31-flash-lite", "model_label": "Gemini 3.1 Flash Lite", "chosen_letter": "F", "correct_letter": "B", "is_correct": false, "raw_response": "F", "error": null } ] }, { "eval_id": "c1445d38f0fd", "evaluated_at": "2026-04-02T07:26:51+00:00", "question": "Why did he pick up the frying pan again and shake it from 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"chosen_letter": "B", "correct_letter": "B", "is_correct": true, "raw_response": "B", "error": null } ] } ] }, { "annotation_id": "4e5989dc1dbe", "annotator_id": "15", "video_tags": [], "anchor_timestamp_seconds": 2311.020733, "question": "Why did he use his hand to put the ginger into the pan instead of using the spatula?", "rationale": null, "answer": "The cutting board hadn't been washed yet, and touching it with the spatula would cause contamination.", "distractors": [ "The amount of ginger was small, so it was more convenient to just use one hand to put it in.", "His right hand was already holding the spatula, so he could only use his left hand to grab the ginger.", "He used his hand to place the ginger gently to prevent the hot oil from splashing onto his arms.", "There was still raw meat residue on the spatula, and he didn't want to transfer it to the fresh ginger.", "He wanted to feel the heat coming off the oil to make sure it was at the right temperature for aromatics." ], "clip_start_seconds": 2224.2, "clip_end_seconds": 2410.8, "clip_path": "/home/data2/sltian/code/egotools_dev/workspace/sources/drive-17yiw-vjqewopl6ow1uaay-d8604cc85b/clips/010_why-did-he-use-his-hand-to-put-the-ginge_4e5989.mp4", "created_at": "2026-04-02T07:38:15+00:00", "evals": [ { "eval_id": "43750988e5ac", "evaluated_at": "2026-04-02T07:39:17+00:00", "question": "Why did he use his hand to put the ginger into the pan instead of using the spatula?", "answer": "The cutting board hadn't been washed yet, and touching it with the spatula would cause contamination.", "distractors": [ "The amount of ginger was small, so it was more convenient to just use one hand to put it in.", "His right hand was already holding the spatula, so he could only use his left hand to grab the ginger.", "He used his hand to place the ginger gently to prevent the hot oil from splashing onto his arms.", "There was still raw meat residue on the spatula, and he didn't want to transfer it to the fresh ginger.", "He wanted to feel the heat coming off the oil to make sure it was at the right temperature for aromatics." ], "num_choices": 6, "options": [ { "letter": "A", "text": "He wanted to feel the heat coming off the oil to make sure it was at the right temperature for aromatics.", "is_correct": false }, { "letter": "B", "text": "His right hand was already holding the spatula, so he could only use his left hand to grab the ginger.", "is_correct": false }, { "letter": "C", "text": "The cutting board hadn't been washed yet, and touching it with the spatula would cause contamination.", "is_correct": true }, { "letter": "D", "text": "There was still raw meat residue on the spatula, and he didn't want to transfer it to the fresh ginger.", "is_correct": false }, { "letter": "E", "text": "The amount of ginger was small, so it was more convenient to just use one hand to put it in.", "is_correct": false }, { "letter": "F", "text": "He used his hand to place the ginger gently to prevent the hot oil 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"distractors": [ "The cup's opening was a decent size and the spoon fit perfectly, making it more convenient than using the spatula to scoop from the cup.", "The cup was too far from the pan, so pouring directly would cause splashes; also, using a spoon helps control the amount to prevent the dish from becoming too dark.", "The dark soy sauce was too thick and sticky, so it would have clung to the side of the cup and made a mess if poured directly.", "The spatula was already covered in hot oil and ginger bits, which would have contaminated the remaining sauce in the cup if they touched.", "The plastic cup was too light and unstable; trying to tilt it to pour would have caused the whole container to flip over." ], "clip_start_seconds": 2329.4, "clip_end_seconds": 2553.8, "clip_path": "/home/data2/sltian/code/egotools_dev/workspace/sources/drive-17yiw-vjqewopl6ow1uaay-d8604cc85b/clips/011_why-did-this-person-use-a-spoon-to-scoop_86f2ab.mp4", "created_at": "2026-04-02T07:49:51+00:00", "evals": [ { "eval_id": "5134e2cf1d5a", "evaluated_at": "2026-04-02T07:51:13+00:00", "question": "Why did this person use a spoon to scoop the dark soy sauce instead of pouring it directly onto the spatula like they did with the light soy sauce?", "answer": "The cup's opening was a decent size, but it didn't have a spout, making it impossible to pour directly.", "distractors": [ "The cup's opening was a decent size and the spoon fit perfectly, making it more convenient than using the spatula to scoop from the cup.", "The cup was too far from the pan, so pouring directly would cause splashes; also, using a spoon helps control the amount to prevent the dish from becoming too dark.", "The dark soy sauce was too thick and sticky, so it would have clung to the side of the cup and made a mess if poured directly.", "The spatula was already covered in hot oil and ginger bits, which would have contaminated the remaining sauce in the cup if they touched.", "The plastic cup was too light and 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the cup.", "is_correct": false }, { "letter": "F", "text": "The spatula was already covered in hot oil and ginger bits, which would have contaminated the remaining sauce in the cup if they touched.", "is_correct": false } ], "accuracy": 0.0, "model_results": [ { "model_key": "gemini-flash", "model_label": "Gemini 3 Flash", "chosen_letter": "D", "correct_letter": "A", "is_correct": false, "raw_response": "D", "error": null }, { "model_key": "gemini-31-flash-lite", "model_label": "Gemini 3.1 Flash Lite", "chosen_letter": "C", "correct_letter": "A", "is_correct": false, "raw_response": "C", "error": null } ] } ] }, { "annotation_id": "7c2d33a56fa6", "annotator_id": "15", "anchor_timestamp_seconds": 2545.25217, "question": "Why did the person pick up the glass pot lid once again?", "rationale": null, "answer": "He picked up a small plastic spoon next; he needed to add salt, sugar, and other seasonings to the dish.", "distractors": [ "The lid had been on for a long time; the fragrant dish 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explosion.", "is_correct": false }, { "letter": "C", "text": "e wanted to use a toothpick to poke the eggplant to see if it was soft enough before the final stir-fry.", "is_correct": false }, { "letter": "D", "text": "He needed to check if the water droplets on the lid were dripping back into the pan and diluting the sauce's flavor.", "is_correct": false }, { "letter": "E", "text": "He picked up a small plastic spoon next; he needed to add salt, sugar, and other seasonings to the dish.", "is_correct": true }, { "letter": "F", "text": "The lid had been on for a long time; the fragrant dish was about to be served and he needed to reduce the sauce.", "is_correct": false } ], "accuracy": 0.5, "model_results": [ { "model_key": "gemini-flash", "model_label": "Gemini 3 Flash", "chosen_letter": "E", "correct_letter": "E", "is_correct": true, "raw_response": "E", "error": null }, { "model_key": "gemini-31-flash-lite", "model_label": "Gemini 3.1 Flash Lite", "chosen_letter": "C", "correct_letter": "E", "is_correct": false, "raw_response": "C", "error": null } ] } ] }, { "annotation_id": "82c66038fd52", "annotator_id": "15", "video_tags": [], "anchor_timestamp_seconds": 2707.7, "question": "Why did this person pick up chopsticks from the side to taste the eggplant?", "rationale": null, "answer": "He needed to taste the eggplant to check if it was cooked through and see if it needed more time on the stove.", "distractors": [ "He needed to taste the saltiness of the eggplant to see if it was delicious; he later found it was a bit bland and added more salt.", "He wanted to compare the softness of the eggplant to the pork belly to see if they were cooking at the same rate.", "He needed to see if the piece furthest from the center of the pan was as hot as the ones in the middle.", "He used the chopsticks to lift the eggplant closer to the light to check if the color had darkened enough.", "He wanted to see if the sauce was thick enough to coat the eggplant properly 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"He needed to taste the eggplant to check if it was cooked through and see if it needed more time on the stove.", "He needed to taste the saltiness of the eggplant to see if it was delicious; he later found it was a bit bland and added more salt.", "He noticed a piece of burnt garlic stuck to the spatula and used the chopsticks to remove it before it could ruin the dish.", "He realized the eggplant was piled too high on the plate and used the chopsticks to flatten the pile for better presentation.", "He felt the spatula getting too hot sitting in the pan and grabbed the chopsticks to move it away from the induction ring." ], "clip_start_seconds": 2848.4, "clip_end_seconds": 3028.6, "clip_path": "/home/data2/sltian/code/egotools_dev/workspace/sources/drive-17yiw-vjqewopl6ow1uaay-d8604cc85b/clips/014_why-did-he-suddenly-pick-up-the-chopstic_ed2c03.mp4", "created_at": "2026-04-02T08:31:44+00:00", "evals": [ { "eval_id": "81cc800a5111", "evaluated_at": "2026-04-02T08:33:38+00:00", "question": "Why did he suddenly pick up the chopsticks right after putting the spatula into the pan?", "answer": "There were food residues left on the spatula; to avoid waste, he used the chopsticks to scrape them into the plate.", "distractors": [ "He needed to taste the eggplant to check if it was cooked through and see if it needed more time on the stove.", "He needed to taste the saltiness of the eggplant to see if it was delicious; he later found it was a bit bland and added more salt.", "He noticed a piece of burnt garlic stuck to the spatula and used the chopsticks to remove it before it could ruin the dish.", "He realized the eggplant was piled too high on the plate and used the chopsticks to flatten the pile for better presentation.", "He felt the spatula getting too hot sitting in the pan and grabbed the chopsticks to move it away from the induction ring." ], "num_choices": 6, "options": [ { "letter": "A", "text": "He needed to taste the saltiness of the eggplant to see if it was delicious; he later found it was a bit bland and added more salt.", "is_correct": false }, { "letter": "B", "text": "He realized the eggplant was piled too high on the plate and used the chopsticks to flatten the pile for better presentation.", "is_correct": false }, { "letter": "C", "text": "He needed to taste the eggplant to check if it was cooked through and see if it needed more time on the stove.", "is_correct": false }, { "letter": "D", "text": "There were food residues left on the spatula; to avoid waste, he used the chopsticks to scrape them into the plate.", "is_correct": true }, { "letter": "E", "text": "He felt the spatula getting too hot sitting in the pan and grabbed the chopsticks to move it away from the induction ring.", "is_correct": false }, { "letter": "F", "text": "He noticed a piece of burnt garlic stuck to the spatula and used the chopsticks to remove it before it could ruin the dish.", "is_correct": false } ], "accuracy": 0.0, "model_results": [ { "model_key": "gemini-flash", "model_label": "Gemini 3 Flash", "chosen_letter": "A", "correct_letter": "D", "is_correct": false, "raw_response": "A", "error": null }, { "model_key": "gemini-31-flash-lite", "model_label": "Gemini 3.1 Flash Lite", "chosen_letter": "C", "correct_letter": "D", "is_correct": false, "raw_response": "C", "error": null } ] } ] } ], "downloaded_files": [ { "path": "93_recording.mp4", "size_mb": 2637.62 } ], "loaded_by": [ "15" ], "rotation": 270, "tags": [] }