{"answer": "Taller coat rack", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "07:20", "group_id": "bedroom_01", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_01", "media_reference": "data/videos/robot/bedroom_01.mp4", "query_cutoff_clip": 13, "question": "Which coat rack should Emma's coat be laced, taller one or shorter one?", "question_type": ["Person Understanding"], "rationale": "Lily进门把外套挂在了高一点的架子上，Emma的外套应该也挂在高一点的架子", "sample_id": "bedroom_01_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Not good", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "36:03", "group_id": "bedroom_01", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_01", "media_reference": "data/videos/robot/bedroom_01.mp4", "query_cutoff_clip": 71, "question": "Is Emma's tidying up habit good?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "最开始Lily的书桌上就有Emma摆放的垃圾，后面也可以看出Emma不是很爱收拾卫生", "sample_id": "bedroom_01_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Very strict ; Attach importance to her grades.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "36:03", "group_id": "bedroom_01", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_01", "media_reference": "data/videos/robot/bedroom_01.mp4", "query_cutoff_clip": 71, "question": "How is Emma's mum attitude to Emma's study?", "question_type": ["Person Understanding"], "rationale": "通过emma害怕他妈妈知道知道自己不及格的表现，她很伤心可以推断她妈妈对他很严格视频中Lily和Emma聊天中提到她妈妈对他很严格，很重视她的成绩，所以参考答案与同学答案为同一含义不同表达，均正确", "sample_id": "bedroom_01_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Dare to break through and experiment", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "36:03", "group_id": "bedroom_01", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_01", "media_reference": "data/videos/robot/bedroom_01.mp4", "query_cutoff_clip": 71, "question": "What does Lilly think is the most important ability of a designer?", "question_type": ["Person Understanding"], "rationale": "Lily表示虽然自己的本职工作是设计，但是在这途中会遇到很多挑战，她也在这过程中得到成长", "sample_id": "bedroom_01_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "By joining some new project, working on innovative application and participating some programming competitions. ", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "36:03", "group_id": "bedroom_01", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_01", "media_reference": "data/videos/robot/bedroom_01.mp4", "query_cutoff_clip": 71, "question": "How does Emma plan to improve her programming skills?", "question_type": ["Person Understanding"], "rationale": "Emma说希望自己以后可以参加更多的比赛，然后遇到更多有经验的人士获得成长，并不会被考试成绩打倒根据视频最后Emma提到了参加新的项目，研究创新的应用以及参与编程竞赛来提升自己的编程能力，所以同学答案更加贴合视频内容且更全面", "sample_id": "bedroom_01_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Mocha Coffee", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "36:03", "group_id": "bedroom_01", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_01", "media_reference": "data/videos/robot/bedroom_01.mp4", "query_cutoff_clip": 71, "question": "What kind of coffee does Lily like?", "question_type": ["Person Understanding"], "rationale": "Lily请机器人先给他准备摩卡，推测Lily可能喜欢摩卡咖啡", "sample_id": "bedroom_01_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Computer ; Programming.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "36:03", "group_id": "bedroom_01", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_01", "media_reference": "data/videos/robot/bedroom_01.mp4", "query_cutoff_clip": 71, "question": "What is Emma's major?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Emma表示编程有些困难，又有片段表明她认为一个接着一个编程的过程十分让她兴奋，还可以让她充分应用自己的专业能力说明他的专业是计算机computer和programming均为编程的意思，所以同学答案与参考答案均正确", "sample_id": "bedroom_01_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Shorter coat rack", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "07:20", "group_id": "bedroom_01", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_01", "media_reference": "data/videos/robot/bedroom_01.mp4", "query_cutoff_clip": 13, "question": "Which coat rack should Emma's hat be laced, taller one or shorter one?", "question_type": ["Person Understanding"], "rationale": "Lily进门把帽子挂在了低一点的架子上，Emma的帽子应该也挂在低一点的架子", "sample_id": "bedroom_01_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "About 4pm", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "01:42", "group_id": "bedroom_01", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_01", "media_reference": "data/videos/robot/bedroom_01.mp4", "query_cutoff_clip": 2, "question": "When does Lily need afternoon tea originally?", "question_type": ["Cross-Modal Reasoning"], "rationale": "Lily进门以后在餐桌旁表示还有十分钟就四点了，请机器人先给他准备摩卡，说明原本下午茶的时间就在四点钟左右", "sample_id": "bedroom_01_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Mocha coffee, strawberry cake, chips and ketchup", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "11:45", "group_id": "bedroom_01", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_01", "media_reference": "data/videos/robot/bedroom_01.mp4", "query_cutoff_clip": 22, "question": "What is included in Lily's afternoon tea?", "question_type": ["Multi-Hop Reasoning", "Multi-Detail Reasoning"], "rationale": "Lily在最开始让机器人准备了一杯摩卡咖啡，又表示他们两个人需要炸薯条和番茄酱作为下午茶，在两个口味的蛋糕中了草莓蛋糕", "sample_id": "bedroom_01_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "French fries, ketchup and banana cake", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "21:05", "group_id": "bedroom_01", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_01", "media_reference": "data/videos/robot/bedroom_01.mp4", "query_cutoff_clip": 41, "question": "What is Emma's afternoon tea?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Lily曾表示他们两个人需要炸薯条和番茄酱，而Lily已经要了草莓蛋糕，且Emma对草莓过敏，因此准备的是薯条，番茄酱和香蕉蛋糕", "sample_id": "bedroom_01_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "what really matters is Emma's health.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "36:03", "group_id": "bedroom_01", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_01", "media_reference": "data/videos/robot/bedroom_01.mp4", "query_cutoff_clip": 71, "question": "What was Lily's attitude about Emma's failure?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Lily曾表示Emma的学习一直很好而且她也很努力，没有想到她会不及格,同时她还表示对她来说最重要的是Emma的健康而不是学习成绩", "sample_id": "bedroom_01_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Not serious", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "36:03", "group_id": "bedroom_01", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_01", "media_reference": "data/videos/robot/bedroom_01.mp4", "query_cutoff_clip": 71, "question": "Is Emma's allergy serious?", "question_type": ["Person Understanding"], "rationale": "Emma表示最开始有点发红，但后来又讲到就红点点自己退红痊愈了，说明不是很严重", "sample_id": "bedroom_01_Q13", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Designer", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "36:03", "group_id": "bedroom_01", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_01", "media_reference": "data/videos/robot/bedroom_01.mp4", "query_cutoff_clip": 71, "question": "What is Lily's occupation?", "question_type": ["Person Understanding", "Cross-Modal Reasoning"], "rationale": "Lily说自己的主要任务是设计，并表示明天需要设计海报，由此推断应该是设计师", "sample_id": "bedroom_01_Q14", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "36:03", "group_id": "bedroom_01", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_01", "media_reference": "data/videos/robot/bedroom_01.mp4", "query_cutoff_clip": 71, "question": "Does Lily like her job?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Lily表示自己很享受设计的过程，后面又认为虽然很痛苦但在这过程中得到了成长，所以依然充满热情。", "sample_id": "bedroom_01_Q15", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "3", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "18:17", "group_id": "bedroom_02", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_02", "media_reference": "data/videos/robot/bedroom_02.mp4", "query_cutoff_clip": 35, "question": "How many things on the dressing table are not often used by Lily?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Mia曾建议Lily把不常用的东西都放进柜子里，Lily答应了。后来Lily走到梳妆台那里整理，把一罐面膜放进了下面的柜子，然后在Mia的提醒下又把两件物品放进了柜子。因此推测这三件物品都是Lliy不常用的。", "sample_id": "bedroom_02_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Casually", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:15", "group_id": "bedroom_02", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_02", "media_reference": "data/videos/robot/bedroom_02.mp4", "query_cutoff_clip": 67, "question": "How did Lily do the cleaning when she was alone?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Mia离开后，Lily曾走到梳妆台，说：这个桌子好乱。然后犹豫了很久才决定清理。清理过程中Lliy全程都在看她的手机，而且也只是改变了一下物体的位置。因此可以看出Lily独自一人时清理得比较随便。", "sample_id": "bedroom_02_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:15", "group_id": "bedroom_02", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_02", "media_reference": "data/videos/robot/bedroom_02.mp4", "query_cutoff_clip": 67, "question": "Did Lily control her body shape?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Mia曾提到过Lily的体形不好，还邀请她明天一起慢跑，但Llily认为让她早起锻炼好像是在让她去死一样。而且后来她还喝了奶茶、吃了蛋糕、", "sample_id": "bedroom_02_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:15", "group_id": "bedroom_02", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_02", "media_reference": "data/videos/robot/bedroom_02.mp4", "query_cutoff_clip": 67, "question": "Are Lily and Mia both willing to share?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Mia曾出门买了些甜点回来，还叫Lily吃点再继续整理，然后Lily吃到了她觉得很美味的小蛋糕，Mia说就知道Lily会喜欢。后来两人坐在床上时，Lily也询问Mia要不要吃巧克力，然后与Mia分享了巧克力。可以看出两人都是乐意分享的。", "sample_id": "bedroom_02_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the below cabinet of the dressing table", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "22:18", "group_id": "bedroom_02", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_02", "media_reference": "data/videos/robot/bedroom_02.mp4", "query_cutoff_clip": 43, "question": "Where can the robot get the facial cleansing mask?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "Lily早前曾听从Mia的建议，把不常用的东西放进柜子，然后她把一罐清洁面膜放进了梳妆台下面的柜子里。因此应该到这个柜子里拿清洁面膜。", "sample_id": "bedroom_02_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "24:18", "group_id": "bedroom_02", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_02", "media_reference": "data/videos/robot/bedroom_02.mp4", "query_cutoff_clip": 47, "question": "Does Mia like eating chocolate", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Lily把甜点拿到床头柜的时候，Mia说她不吃了，有点饱了。但是后来Lily问Mia要不要吃巧克力的时候，Mia还是吃了，而且吃了一块之后就说：如果是巧克力，她可以再吃多一点，然后又吃了几块巧克力。所以Mia应该是喜欢巧克力的", "sample_id": "bedroom_02_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the night table ; On a table, inside the small box.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "26:00", "group_id": "bedroom_02", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_02", "media_reference": "data/videos/robot/bedroom_02.mp4", "query_cutoff_clip": 51, "question": "Where can the robot get the chocolate?", "question_type": ["General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "早前Mia接过Lily给她的巧克力后，拿了一些出来吃，然后把巧克力盒子放到了床头柜上。因此Lily的巧克力在床头柜上。提问本身没问题，同学答案和参考答案属于同义回答，参考答案更优于同学答案", "sample_id": "bedroom_02_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:55", "group_id": "bedroom_02", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_02", "media_reference": "data/videos/robot/bedroom_02.mp4", "query_cutoff_clip": 62, "question": "Is Lily good at doing makeup?", "question_type": ["Person Understanding"], "rationale": "Lily曾询问Mia怎么可以化妆化得那么完美，然后在Mia给她讲解的时候，她还提了一些她不懂的问题，比如应该什么时候用遮瑕。最后Lily还说想要在Mia下次化妆的时候去观摩学习。因此可以看出Lily还不是很擅长化妆。", "sample_id": "bedroom_02_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:55", "group_id": "bedroom_02", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_02", "media_reference": "data/videos/robot/bedroom_02.mp4", "query_cutoff_clip": 62, "question": "Is Mia good at making up?", "question_type": ["Person Understanding"], "rationale": "Lily曾询问Mia一个问题，问她怎么可以化妆化得那么完美，然后Mia给Lily详细讲解了化妆的流程和注意事项。最后Lily还说想要在Mia下次化妆的时候去观摩学习。因此可以看出Mia是擅长化妆的。", "sample_id": "bedroom_02_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:15", "group_id": "bedroom_02", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_02", "media_reference": "data/videos/robot/bedroom_02.mp4", "query_cutoff_clip": 67, "question": "Is Lily lazy?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Lily曾狡辩是因为工作太忙了所以才会堆得满房间衣服，但被Mia戳穿了她，说自己和Lily的上班时间都是一样的，为什么Lily就是没有整理房间，然后Lily也承认了自己就是懒。后来整理衣服的过程中，Lliy基本没做什么事，只是在发出指令，但是她却说自己很累。而且她曾多次提到自己很累，然后不是坐在床上就是躺在床上，连自己的奶茶都懒得去拿。可以看出Lliy是一个比较懒的人。", "sample_id": "bedroom_02_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "She played as a guide. ; Mia was the one who suggested that Lily do the cleaning.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:15", "group_id": "bedroom_02", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_02", "media_reference": "data/videos/robot/bedroom_02.mp4", "query_cutoff_clip": 67, "question": "What was the role of Mia when they did the cleaning?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "一开始两人收拾房间的衣服时，Mia就建议Lily把衣服分类进不同颜色的箱子里，于是Lily就照做了。后来Mia又建议Lily把不常用的东西放进柜子，Mia就在她的提醒之下把三件物品放进了梳妆台下面的柜子。因此可以看出两人在清洁时，Mia扮演的是指导的角色。提问本身没问题，同学答案和参考答案属于同义回答，参考答案更优于同学答案", "sample_id": "bedroom_02_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Milk tea, bread,cake and chocolates.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:15", "group_id": "bedroom_02", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_02", "media_reference": "data/videos/robot/bedroom_02.mp4", "query_cutoff_clip": 67, "question": "What did Lily and Mia eat?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Mia中途曾出门买了甜点回来，让Lily吃点再继续整理，然后两人都吃了Mia买的面包的蛋糕。后来两人躺在床上时，Lily又问Mia要不要吃巧克力，于是Mia又吃了很多巧克力。因此两人吃了面包、蛋糕、巧克力。提问本身没问题，视频开头Lily和Mia都有喝奶茶，所以她们吃的食物应该在参考答案的基础上再加一个奶茶。", "sample_id": "bedroom_02_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Control dosage and intensity.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "27:31", "group_id": "bedroom_04", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_04", "media_reference": "data/videos/robot/bedroom_04.mp4", "query_cutoff_clip": 54, "question": "What important things should be paid attention to when applying nail polish?", "question_type": ["General Knowledge Extraction", "Multi-Hop Reasoning", "Multi-Detail Reasoning"], "rationale": "在帮Emma涂指甲油时，Mia提到don't apply too much，随后Mia告诉了Emma另一个关键点，也就是control intensity", "sample_id": "bedroom_04_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Little Lee.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "27:31", "group_id": "bedroom_04", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_04", "media_reference": "data/videos/robot/bedroom_04.mp4", "query_cutoff_clip": 54, "question": "Which actor did Mia like better previously?", "question_type": ["Person Understanding"], "rationale": "Emma问Mia最近有没有特别喜欢的明星,是之前你看的那一部电视剧里外号叫小李子的演员吗,Mia表示那位演员也很喜欢，但是最近最喜欢的演员不是他，而是金凯瑞,说明她以前更喜欢小李子", "sample_id": "bedroom_04_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Too busy.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "27:31", "group_id": "bedroom_04", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_04", "media_reference": "data/videos/robot/bedroom_04.mp4", "query_cutoff_clip": 54, "question": "Why does Mia have great stress recently?", "question_type": ["Person Understanding"], "rationale": "在聊起mia为什么喜欢看喜剧时，mia称最近一直都很忙，太多广告要拍了，压力很大", "sample_id": "bedroom_04_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "27:31", "group_id": "bedroom_04", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_04", "media_reference": "data/videos/robot/bedroom_04.mp4", "query_cutoff_clip": 54, "question": "Does Mia often stay up late?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Emma发现天色已晚，问mia怎么还不睡觉，你不是说要早睡吗，mia称已经很晚了，无所谓早睡了，Emma回答你买次都说早睡，可没一次做到，说明mia经常熬夜", "sample_id": "bedroom_04_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Vintage style.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "27:31", "group_id": "bedroom_04", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_04", "media_reference": "data/videos/robot/bedroom_04.mp4", "query_cutoff_clip": 54, "question": "What clothing style dose Emma like?", "question_type": ["Person Understanding"], "rationale": "Mia说越简单越舒适，Emma表示自己和mia刚好相反，自己痴迷于复古风格，都是很夸张的颜色，可见Emma喜欢复古风格", "sample_id": "bedroom_04_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Korean style.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "27:31", "group_id": "bedroom_04", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_04", "media_reference": "data/videos/robot/bedroom_04.mp4", "query_cutoff_clip": 54, "question": "What clothing style dose Mia like now?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Mia说自己大学时很喜欢日式风的衣服，上班后穿衣风格也变了，现在经常穿韩式服装，因此她现在喜欢韩式风格", "sample_id": "bedroom_04_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Black.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "07:12", "group_id": "bedroom_04", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_04", "media_reference": "data/videos/robot/bedroom_04.mp4", "query_cutoff_clip": 13, "question": "What color of nail polish does Mia want?", "question_type": ["Person Understanding"], "rationale": "二人在看杂志时，Emma询问Mia觉得什么颜色才好，Mia说每个人有每个人的审美，但是我觉得大衣还是黑的更有气质，Mia表示黑色很酷，因此她比较喜欢黑色", "sample_id": "bedroom_04_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Chocolate.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "24:30", "group_id": "bedroom_04", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_04", "media_reference": "data/videos/robot/bedroom_04.mp4", "query_cutoff_clip": 48, "question": "What does Emma want to eat?", "question_type": ["Person Understanding", "Cross-Modal Reasoning"], "rationale": "二人想要吃些零食，有巧克力和薯片两种食物，Emma表示自己想吃甜的，因此巧克力给Emma", "sample_id": "bedroom_04_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Potato chips.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "24:31", "group_id": "bedroom_04", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_04", "media_reference": "data/videos/robot/bedroom_04.mp4", "query_cutoff_clip": 48, "question": "What does Mia want to eat?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "有巧克力和薯片两种食物可以选择，Mia说自己和Emma相反，Emma想吃甜的，而自己想吃咸的，因此薯片给mia", "sample_id": "bedroom_04_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Black coffee.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "27:31", "group_id": "bedroom_04", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_04", "media_reference": "data/videos/robot/bedroom_04.mp4", "query_cutoff_clip": 54, "question": "What coffee does Emma like to drink?", "question_type": ["Person Understanding"], "rationale": "机器人回答Emma家里有咖啡和牛奶，Emma表示想要一杯黑咖啡，说明在咖啡里Emma尤其爱喝黑咖啡", "sample_id": "bedroom_04_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Because she wants to be beautiful.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "27:31", "group_id": "bedroom_04", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_04", "media_reference": "data/videos/robot/bedroom_04.mp4", "query_cutoff_clip": 54, "question": "Why did Mia like to read the magazines she is reading now when she was a child?", "question_type": ["Person Understanding"], "rationale": "Mia小时候十分羡慕那些电视上打扮漂亮的女孩，因此买来这些时尚杂志，每天看，想让自己漂亮自信，因此Mia小时候看这些杂志是出于爱美心理", "sample_id": "bedroom_04_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the white basket", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "03:15", "group_id": "bedroom_05", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_05", "media_reference": "data/videos/robot/bedroom_05.mp4", "query_cutoff_clip": 5, "question": "where does the robot place the removed pillowcases?", "question_type": ["General Knowledge Extraction"], "rationale": "Joy表示应该将换下的被套放进床边的白色篮子里，那么换下的枕套也应该放进白色篮子里", "sample_id": "bedroom_05_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Storage for dirty objects", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:00", "group_id": "bedroom_05", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_05", "media_reference": "data/videos/robot/bedroom_05.mp4", "query_cutoff_clip": 59, "question": "what is the purpose of the white basket?", "question_type": ["General Knowledge Extraction"], "rationale": "Joy表示应该将换下的被套放进床边的白色篮子里，那么换下的枕套，换洗衣物等都应该放进白色篮子里，白色篮子是装换洗物品的。", "sample_id": "bedroom_05_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "2 times", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:00", "group_id": "bedroom_05", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_05", "media_reference": "data/videos/robot/bedroom_05.mp4", "query_cutoff_clip": 59, "question": "How many times did Isha use the needle, thread and scissors?", "question_type": ["Multi-Detail Reasoning"], "rationale": "两次，分别是缝补被套以及缝补枕套", "sample_id": "bedroom_05_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Duvet cover, bed sheet, pillowcase", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:00", "group_id": "bedroom_05", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_05", "media_reference": "data/videos/robot/bedroom_05.mp4", "query_cutoff_clip": 59, "question": "what bedding was taken from the closet?", "question_type": ["General Knowledge Extraction"], "rationale": "两人首先拆下被套，然后换下床单，最后拆下枕套", "sample_id": "bedroom_05_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:00", "group_id": "bedroom_05", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_05", "media_reference": "data/videos/robot/bedroom_05.mp4", "query_cutoff_clip": 59, "question": "Does Joy have OCD?", "question_type": ["Person Understanding"], "rationale": "Joy说自己不能穿这没换洗的衣服躺在新铺好的床上，由此推测她可能有强迫症", "sample_id": "bedroom_05_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": " black one", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "06:58", "group_id": "bedroom_05", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_05", "media_reference": "data/videos/robot/bedroom_05.mp4", "query_cutoff_clip": 12, "question": "what theme did the robot choose for the coverlet?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Joy和Isha选择的黑色的床单，因此配套的被罩也应该选择黑色的", "sample_id": "bedroom_05_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the bedside table", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "9:08", "group_id": "bedroom_05", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_05", "media_reference": "data/videos/robot/bedroom_05.mp4", "query_cutoff_clip": 17, "question": "Where does the robot take the scissors from?", "question_type": ["General Knowledge Extraction"], "rationale": "Joy从床头柜取出针线盒，由此可推测这些缝纫工具包括剪子应该都被放在床头柜", "sample_id": "bedroom_05_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the shelf next to the nightstand", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "11:22", "group_id": "bedroom_05", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_05", "media_reference": "data/videos/robot/bedroom_05.mp4", "query_cutoff_clip": 21, "question": "Where did the robot take the quilt insert?", "question_type": ["General Knowledge Extraction"], "rationale": "Isha把换下来的被芯放进了床头柜旁边的架子，因此也应从床头柜旁边的架子拿。", "sample_id": "bedroom_05_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the upper level of closet", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "15:45", "group_id": "bedroom_05", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_05", "media_reference": "data/videos/robot/bedroom_05.mp4", "query_cutoff_clip": 30, "question": "Which level of closet should the robot put the pillowcase back?", "question_type": ["General Knowledge Extraction"], "rationale": "Isha从衣柜的上层里拿出了新的枕套，后面如果放回去也应该放回衣柜的上层。", "sample_id": "bedroom_05_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the white basket", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "25:44", "group_id": "bedroom_05", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_05", "media_reference": "data/videos/robot/bedroom_05.mp4", "query_cutoff_clip": 50, "question": "where should the robot put the clothes that be taken out?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction"], "rationale": "Joy表示应该将换下的被套放进床边的白色篮子里，那么换洗的衣服也应该放进白色篮子里", "sample_id": "bedroom_05_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Back to the storage cabinet.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:00", "group_id": "bedroom_05", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_05", "media_reference": "data/videos/robot/bedroom_05.mp4", "query_cutoff_clip": 59, "question": "Where is the rag after isha finished cleaning?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Isha清洁完飘窗台后随手将抹布放在了衣架的高处，然后清洁完窗边的小桌子后就放在了上面最后给robot给指令，视频中出现robot将抹布放回置物架的动作。", "sample_id": "bedroom_05_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "broom,mop,rag.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:00", "group_id": "bedroom_05", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_05", "media_reference": "data/videos/robot/bedroom_05.mp4", "query_cutoff_clip": 59, "question": "what cleaning tools are taken in total?", "question_type": ["Multi-Detail Reasoning"], "rationale": "一共用了两个清洁工具，首先是扫把，扫去尘土，然后是抹布视频中出现mop的表达，但标准答案中并未提及。已给出答案符合视频内容，仅表述不同。", "sample_id": "bedroom_05_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Snack stroage rack.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "07:26", "group_id": "bedroom_07", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_07", "media_reference": "data/videos/robot/bedroom_07.mp4", "query_cutoff_clip": 13, "question": "Where should the robot bring orange juice? Snack stroage rack or fridge?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "Alex一开始让机器人拿来可乐，在冰箱旁的零食架拿的时候，可以看到可乐的边上就是橙汁，因此在Amanda需要橙汁时，机器人能知晓位置", "sample_id": "bedroom_07_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Horror movie.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:01", "group_id": "bedroom_07", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_07", "media_reference": "data/videos/robot/bedroom_07.mp4", "query_cutoff_clip": 61, "question": "What kind of movie does Alex like to see?", "question_type": ["Person Understanding"], "rationale": "在Amanda和Alex准备看剧时，Amanda提议，喜剧片怎么样，Alex拒绝了，问到恐怖片呢，可看出Alex喜欢恐怖片", "sample_id": "bedroom_07_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:01", "group_id": "bedroom_07", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_07", "media_reference": "data/videos/robot/bedroom_07.mp4", "query_cutoff_clip": 61, "question": "Do Amanda, Alex and Jinx have a good relationship?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "她们一起看剧，一起做手工，互帮互助，说到只要我们一起就没有做不成的事情，在Alex想要表达感谢时，Amanda还说，我们都是十几年的朋友了，可见三人间关系很好", "sample_id": "bedroom_07_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes, there is.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:01", "group_id": "bedroom_07", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_07", "media_reference": "data/videos/robot/bedroom_07.mp4", "query_cutoff_clip": 61, "question": "Is there a wardrobe in Jinx's bedroom?", "question_type": ["Cross-Modal Reasoning", "Multi-Hop Reasoning", "Multi-Detail Reasoning"], "rationale": "Alex没穿睡裤就上床时，jinx说不许坐在我的床上，可见她们所在的房间就是jinx的房间，虽然jinx的房间画面显示的并不完整，但机器人每次去衣柜拿衣物时，都不在jinx的房间，可见她的房间没有衣柜每次都在这个房间的衣柜去拿衣服，可见是有衣柜的。", "sample_id": "bedroom_07_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:01", "group_id": "bedroom_07", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_07", "media_reference": "data/videos/robot/bedroom_07.mp4", "query_cutoff_clip": 61, "question": "Is robot allowed to tidy up everywhere in Jinx's home?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "视频后面Amanda提到她们三人已经有十多年的友谊了，说明她们是朋友关系，这只是jinx的家，并且在Amanda想帮jinx整理一下房间时，Alex制止了她，并说：你别帮她收拾，她等会儿找不到自己的东西放在哪儿了，Jinx说这叫乱中有序，但由视频画面可知除了jinx的房间，家里的其他地方都很整洁，可推断出jinx的房间别人不能动，机器人只能打扫家里的其他地方", "sample_id": "bedroom_07_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "An indomitable boy.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:01", "group_id": "bedroom_07", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_07", "media_reference": "data/videos/robot/bedroom_07.mp4", "query_cutoff_clip": 61, "question": "Is Alex an indomitable or a causal boy?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "首先需要识别出谁是Alex，根据视觉判断出他是三人中唯一的男孩，此外，在他拼图时，jinx指出了一处错误，Alex说算你走运，Amanda看见Alex的图还没拼完，也表示不解，Alex说到都来嘲笑我是吧，看我今天就把它拼好，表现了Alex不服输，顽强的性格", "sample_id": "bedroom_07_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Cola.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:01", "group_id": "bedroom_07", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_07", "media_reference": "data/videos/robot/bedroom_07.mp4", "query_cutoff_clip": 61, "question": "Which is Jins's favourite drink? Cola, coffee or orange juice?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "机器人在拿可乐时，Jinx的冰箱里摆放着可乐，橙汁和咖啡，说明这都是jinx平时喝的，但Alex作为jinx十年的老朋友，在自己口渴时，让机器人也为jinx拿一瓶可乐，说明在这些饮料里，jinx最喜欢可乐", "sample_id": "bedroom_07_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Wardrobe.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "09:15", "group_id": "bedroom_07", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_07", "media_reference": "data/videos/robot/bedroom_07.mp4", "query_cutoff_clip": 17, "question": "Where should the robot bring dress?", "question_type": ["General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "前面Amanda让机器人到衣柜里拿出她的睡衣，在jinx要外出需要机器人拿裙子时也应是在和睡衣同样的位置，也就是衣柜里", "sample_id": "bedroom_07_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "It should bring it form wardrobe.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "13:06", "group_id": "bedroom_07", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_07", "media_reference": "data/videos/robot/bedroom_07.mp4", "query_cutoff_clip": 25, "question": "Where should the robot bring out pajamas pants for Jinx?", "question_type": ["Multi-Detail Reasoning"], "rationale": "在Jinx外出时，她脱下了自己的睡裤让机器人放在衣柜里，回来后，又让机器人拿回来，还是相同的睡衣，就放在衣柜里，所以应该去衣柜里拿睡裤", "sample_id": "bedroom_07_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Near the snack stroage rack.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "15:03", "group_id": "bedroom_07", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_07", "media_reference": "data/videos/robot/bedroom_07.mp4", "query_cutoff_clip": 29, "question": "Where should the robot go to get a chair?", "question_type": ["General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "机器人在到零食储物架拿可乐和橙汁时，旁边紧挨着餐桌，有很多把椅子，因此可以到零食储物架旁边拿", "sample_id": "bedroom_07_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "The compartment in the left cabinet near the door.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "22:04", "group_id": "bedroom_07", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_07", "media_reference": "data/videos/robot/bedroom_07.mp4", "query_cutoff_clip": 43, "question": "Where should the robot get glue?", "question_type": ["General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "前面Jinx让机器人拿来小刀，小刀在门口左边柜子的格子间里，可以看到胶水就在小刀旁边，因此胶水也在门口左边柜子的格子间里", "sample_id": "bedroom_07_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Right.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "22:05", "group_id": "bedroom_07", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_07", "media_reference": "data/videos/robot/bedroom_07.mp4", "query_cutoff_clip": 43, "question": "On which side of Amanda was Alex sitting when he told the robot to get the glue?", "question_type": ["Person Understanding", "Multi-Hop Reasoning", "Multi-Detail Reasoning"], "rationale": "一开始，Alex坐在Amanda和Jinx中间，但在剪纸时，Jinx觉得很难，Amanda却不这么认为，说可以教Jinx，Amanda和Alex互换了位置，Alex坐到了右边的座位", "sample_id": "bedroom_07_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Because Jinx can's accept that others who don't wear their pajamas pants sit in her bed.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:01", "group_id": "bedroom_07", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_07", "media_reference": "data/videos/robot/bedroom_07.mp4", "query_cutoff_clip": 61, "question": "Why does Alex think Amanda is done for?", "question_type": ["Person Understanding", "Cross-Modal Reasoning"], "rationale": "Alex穿着自己的裤子坐在Jinx的床上引起了Jinx的强烈不满，后面的进来的Amanda也是如此，Alex才会说Amanda完蛋了", "sample_id": "bedroom_07_Q13", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "pink.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:01", "group_id": "bedroom_07", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_07", "media_reference": "data/videos/robot/bedroom_07.mp4", "query_cutoff_clip": 61, "question": "What color of cap should Jinx wear when going out?", "question_type": ["Person Understanding", "Multi-Hop Reasoning", "Multi-Detail Reasoning"], "rationale": "衣帽架上共放着两个帽子，一个白色的，一个粉色的，白色的帽子是Amanda脱下来后，Alex放在哪里的，所以Jinx只能选另一个粉色的", "sample_id": "bedroom_07_Q14", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Comedy.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:01", "group_id": "bedroom_07", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_07", "media_reference": "data/videos/robot/bedroom_07.mp4", "query_cutoff_clip": 61, "question": "What type of TV series did Amanda mention that Alex doesn't like?", "question_type": ["Person Understanding"], "rationale": "在Amanda和Alex无聊得准备看剧时，Amanda提议，喜剧片怎么样，喜剧是她最先想到的剧，她一定喜欢", "sample_id": "bedroom_07_Q15", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Midwest Emo music", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "14:58", "group_id": "bedroom_09", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_09", "media_reference": "data/videos/robot/bedroom_09.mp4", "query_cutoff_clip": 28, "question": "What kind of music does Jessica like?", "question_type": ["Person Understanding", "Cross-Modal Reasoning"], "rationale": "Bonnie曾两次提到要放音乐，然后选了一首歌放，Jessica听到这首歌后，非常开心、兴奋，还随着节奏摇摆。然后Bonnie说这首歌是中西部的情绪硬核风格，Jessica说：是的，我爱这种音乐，然后继续随着这首歌跳舞。可以看出Jessica喜欢这种风格的音乐。", "sample_id": "bedroom_09_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "White", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "32:28", "group_id": "bedroom_09", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_09", "media_reference": "data/videos/robot/bedroom_09.mp4", "query_cutoff_clip": 63, "question": "what color dress might Bonnie be interested in?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Bonnie本身就穿了一件白上衣，然后与Jessica讨论了出门穿什么衣服之后，她又决定换一件白衣服出门。因此她应该比较喜欢白色的衣服。", "sample_id": "bedroom_09_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Bonnie and Jessica", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "33:52", "group_id": "bedroom_09", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_09", "media_reference": "data/videos/robot/bedroom_09.mp4", "query_cutoff_clip": 66, "question": "Who drank coffee?", "question_type": ["Multi-Hop Reasoning", "Multi-Detail Reasoning"], "rationale": "Bonnie曾说要做咖啡喝，然后自己去厨房亲手做了一杯来喝。Jessica聊起让她很生气的事的时候，Bonnie让她坐着，别生气，给她做杯咖啡喝，然后Jessica也喝了咖啡，还说很好喝。因此Bonnie和Jessica都喝了咖啡。", "sample_id": "bedroom_09_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "33:52", "group_id": "bedroom_09", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_09", "media_reference": "data/videos/robot/bedroom_09.mp4", "query_cutoff_clip": 66, "question": "Is Jessica willing to share?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "在Bonnie准备出门的过程中，Jessica主动问Bonnie要不要用她的眉笔，然后Bonnie拿着Jessica的整盒眉笔挑选自己喜欢的。接着Jessica又Bonnie问要不要她的棒球帽，然后把棕色的棒球帽给了Bonnie。再后来Jessica又去房间拿了自己的白色衣服给Bonnie。可以看出Jessica是一个乐于分享的人。", "sample_id": "bedroom_09_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Twice", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "33:52", "group_id": "bedroom_09", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_09", "media_reference": "data/videos/robot/bedroom_09.mp4", "query_cutoff_clip": 66, "question": "How many times did Bonnie play music?", "question_type": ["Multi-Detail Reasoning"], "rationale": "在Jessica来之前，Bonnie曾在房间放了音乐，还跟着音乐做了一下伸展运动。Jessica来到之后，Bonnie也说想放音乐，而且还放了一首Jessica特别喜欢的。因此Bonnie一共放过两次音乐。", "sample_id": "bedroom_09_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the upper cabinet in the kitchen", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "15:25", "group_id": "bedroom_09", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_09", "media_reference": "data/videos/robot/bedroom_09.mp4", "query_cutoff_clip": 29, "question": "Where should the robot get the coffee beans?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "Bonnie曾说要做咖啡喝，然后走到厨房，在厨房上方的柜子拿到了咖啡豆，而且她用完之后还放回了原位。因此应该在厨房上方的柜子拿咖啡豆。", "sample_id": "bedroom_09_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Bonnie", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "23:21", "group_id": "bedroom_09", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_09", "media_reference": "data/videos/robot/bedroom_09.mp4", "query_cutoff_clip": 45, "question": "Who took Jessica's mobile phone actually?", "question_type": ["Cross-Modal Reasoning", "Multi-Hop Reasoning", "Multi-Detail Reasoning"], "rationale": "Jessica曾提到很生Andrew的气，然后说，Andrew那个家伙把她的手机弄丢了，她找了很久都找不到。所以她认为是Andrew拿了她的手机。但是后来Andrew来到之后，坚持说不是他拿的手机，而是Bonnie。最后三人发现手机在Bonnie房间的抽屉里，Bonnie突然想起自己用她Jessica的手机点过外卖。所以是Bonnie拿走了她的手机。", "sample_id": "bedroom_09_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Brown", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "26:10", "group_id": "bedroom_09", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_09", "media_reference": "data/videos/robot/bedroom_09.mp4", "query_cutoff_clip": 51, "question": "What color of the baseball cap will Bonnie choose?", "question_type": ["General Knowledge Extraction"], "rationale": "早前Jessica让Bonnie选眉笔的时候。Bonnie说想要用棕色的，因为她喜欢棕色。因此推断她会选棕色的棒球帽。", "sample_id": "bedroom_09_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Black", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "26:54", "group_id": "bedroom_09", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_09", "media_reference": "data/videos/robot/bedroom_09.mp4", "query_cutoff_clip": 52, "question": "What color of the scarf will Jessica choose?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Jessica曾说过她有黑色和棕色的眉笔，而且她的两顶棒球帽也是黑色和棕色的。因此她应该比较喜欢这两种颜色。然后Bonnie的围巾有红色的和黑色的，因此推断Jessica会选黑色的。", "sample_id": "bedroom_09_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Beside the bed", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "27:10", "group_id": "bedroom_09", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_09", "media_reference": "data/videos/robot/bedroom_09.mp4", "query_cutoff_clip": 53, "question": "Where would Andrew find the gift Bonnie prepared for him?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Bonnie刚开始就说要把给Andrew的礼物放到床的隔壁。后来Jessica来到之后发现了这个礼物，拿起来看了一下之后又放回了床的隔壁。因此Andrew将会在床下找到Bonnie给他准备的礼物。", "sample_id": "bedroom_09_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the bookcase", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "27:36", "group_id": "bedroom_09", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_09", "media_reference": "data/videos/robot/bedroom_09.mp4", "query_cutoff_clip": 54, "question": "Where will Andrew find the gift that Jessica hid?", "question_type": ["Cross-Modal Reasoning"], "rationale": "Jessica发现Bonnie给Andrew准备的礼物后，指着书柜的方向，说自己也为Andrew准备了惊喜，相信他会喜欢。因此他将会在书柜找到Jessica藏起来的礼物。", "sample_id": "bedroom_09_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Dresses or skirts", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "32:28", "group_id": "bedroom_09", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_09", "media_reference": "data/videos/robot/bedroom_09.mp4", "query_cutoff_clip": 63, "question": "What kind of clothes does Jessica like?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Jessica本身穿的就是一条黑色连衣裙。后来她和Bonnie选衣服穿出门时，Bonnie给她推荐了一条黑色短裙，Jessica很喜欢，还说这是学院风的短裙，很漂亮，最后也穿上了。而且Jessica给Bonnie推荐衣服时，推荐的也是白色裙子。因此Jessica应该是比较喜欢裙子的。", "sample_id": "bedroom_09_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "no", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:55", "group_id": "bedroom_10", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_10", "media_reference": "data/videos/robot/bedroom_10.mp4", "query_cutoff_clip": 62, "question": "Is the air conditioner currently heating up?", "question_type": ["General Knowledge Extraction"], "rationale": "Sarah和lucky跳了一会舞，Sarah说怎么这么热，lucky回答因为现在空调开着呢，因此可知空调正处于制热28:55左右 有指令让机器人关闭空调，时间戳31:55时，空调已经不制热了。", "sample_id": "bedroom_10_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yellow.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:55", "group_id": "bedroom_10", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_10", "media_reference": "data/videos/robot/bedroom_10.mp4", "query_cutoff_clip": 62, "question": "Which color does Lucky like?", "question_type": ["Person Understanding", "Cross-Modal Reasoning"], "rationale": "机器人拿来了lucky的黄色卫衣，她非常满意，在Sarah提到你应该买一顶黄色帽子时，lucky无比同意，可见黄色是她最喜欢的颜色", "sample_id": "bedroom_10_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:55", "group_id": "bedroom_10", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_10", "media_reference": "data/videos/robot/bedroom_10.mp4", "query_cutoff_clip": 62, "question": "Is Sarah outgoing?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "在读书会时，lucky很紧张，是陌生人Sarah一直给她坚定的眼神，鼓励她，在二人相处时，Sarah也会用动作对lucky开玩笑，是个开朗的人", "sample_id": "bedroom_10_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Friends.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:55", "group_id": "bedroom_10", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_10", "media_reference": "data/videos/robot/bedroom_10.mp4", "query_cutoff_clip": 62, "question": "What's the relationship between Sarah and Lucky?", "question_type": ["Person Understanding"], "rationale": "Sarah和lucky是在读书会上认识的，在那之后二人经常相处在一起，已经有了十几年的友谊，是朋友关系", "sample_id": "bedroom_10_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Hugo.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:55", "group_id": "bedroom_10", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_10", "media_reference": "data/videos/robot/bedroom_10.mp4", "query_cutoff_clip": 62, "question": "Which writer does Sarah like?", "question_type": ["Person Understanding"], "rationale": "lucky向Sarah提议要不要这次读书会分享巴黎圣母院，Sarah说雨果的书我几乎都看过了，想试点别的作家，因此Sarah很喜欢雨果", "sample_id": "bedroom_10_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "It should be placed in the cabinet on the left side of the wardrobe.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "03:32", "group_id": "bedroom_10", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_10", "media_reference": "data/videos/robot/bedroom_10.mp4", "query_cutoff_clip": 6, "question": "Where should the cap be placed?", "question_type": ["General Knowledge Extraction"], "rationale": "Sarah自己从衣柜的隔层里取来黑帽子，用完后又叫机器人放回去，所以黑帽子应该在衣柜隔层里原回答过于笼统", "sample_id": "bedroom_10_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Bedside table.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "06:46", "group_id": "bedroom_10", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_10", "media_reference": "data/videos/robot/bedroom_10.mp4", "query_cutoff_clip": 12, "question": "Where is the book Lucky read just now?", "question_type": ["Multi-Hop Reasoning"], "rationale": "在Sarah打开电熨斗的时候，Luca把看完的书放在了床头柜上", "sample_id": "bedroom_10_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "A pink jacket and a sweatshirt.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "10:26", "group_id": "bedroom_10", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_10", "media_reference": "data/videos/robot/bedroom_10.mp4", "query_cutoff_clip": 19, "question": "Which clothes should Sarah wear tomorrow?", "question_type": ["Person Understanding", "Cross-Modal Reasoning"], "rationale": "Sarsh在熨完衣服后，看着窗边桌上的粉色夹克和T恤说我喜欢这些衣服，因此Sarah明天会穿这两件衣服原答案更准确，但建议修改成 A pink jacket and a sweatshirt. 视频中的上衣不是T恤，是个圆领卫衣", "sample_id": "bedroom_10_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yellow hoodie.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "19:46", "group_id": "bedroom_10", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_10", "media_reference": "data/videos/robot/bedroom_10.mp4", "query_cutoff_clip": 38, "question": "What clothes did Lucky decide to wear for tomorrow?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Lucky说明天的衣服我想穿的和你更配些，Sarah穿的是一件粉色外套，是亮色的衣服，因此当机器人看到衣柜里的牛仔外套和黄色卫衣时，会选择黄色卫衣这种亮色的衣服配Sarah的粉色外套", "sample_id": "bedroom_10_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "It should be placed in the cabinet on the left side of the wardrobe.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "23:36", "group_id": "bedroom_10", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_10", "media_reference": "data/videos/robot/bedroom_10.mp4", "query_cutoff_clip": 46, "question": "Where should the clothes be placed?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "Lucky指着桌上的衣服让机器人放好，前面二人已经说了这是她们明天参加读书会要穿的衣服，Sarah把她的衣服选好后，让机器人放进了衣柜，那么Lucky的衣服应该也是一样的，要放进衣柜里，和Sarah的衣服放一起没有特定的指令说一定要把两人的衣服放在一起，常识来说，放进衣柜就好", "sample_id": "bedroom_10_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Reading party.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:55", "group_id": "bedroom_10", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_10", "media_reference": "data/videos/robot/bedroom_10.mp4", "query_cutoff_clip": 62, "question": "How did Sarch and Lucky meet?", "question_type": ["Person Understanding", "Cross-Modal Reasoning"], "rationale": "lucky提到自己第一次参加读书会时，非常紧张害怕，幸好有Sarah坐在旁边，鼓励她，二人因此结缘", "sample_id": "bedroom_10_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Reading.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:55", "group_id": "bedroom_10", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_10", "media_reference": "data/videos/robot/bedroom_10.mp4", "query_cutoff_clip": 62, "question": "What's the common interest of Lucky and Sarah？", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "二人是在读书会上认识的，她们也经常聊文学相关的话题，也经常一起看书，阅读是她们的共同爱好", "sample_id": "bedroom_10_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "The jewlery box on the top drawer of the bedside table.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "02:11", "group_id": "bedroom_12", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_12", "media_reference": "data/videos/robot/bedroom_12.mp4", "query_cutoff_clip": 3, "question": "where should the robot put the bracelet?", "question_type": ["General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "Nancy从床头柜中拿出首饰盒，然后开始摘下耳环，在把右边放入首饰盒后，左边的耳环不慎掉了，而手串也属于首饰，因此手串应该也放进首饰盒", "sample_id": "bedroom_12_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "A Couple", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:20", "group_id": "bedroom_12", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_12", "media_reference": "data/videos/robot/bedroom_12.mp4", "query_cutoff_clip": 59, "question": "What is the relationship between Mike and Alice?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "他们有合照而且是关于蜜月的，包括后面的片段他们回忆度蜜月的细节，因此是夫妻", "sample_id": "bedroom_12_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "3", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:20", "group_id": "bedroom_12", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_12", "media_reference": "data/videos/robot/bedroom_12.mp4", "query_cutoff_clip": 59, "question": "How many times did Mike's coat move?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Nancy将Mike的衣服放进了衣柜里并挂了起来，后来拿出来给Mike穿上，最后又放回去了，一共是三次", "sample_id": "bedroom_12_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Sheepskin cloth to wipe rings and pearl earrings", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:20", "group_id": "bedroom_12", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_12", "media_reference": "data/videos/robot/bedroom_12.mp4", "query_cutoff_clip": 59, "question": "what was done using the sheepskin?", "question_type": ["Cross-Modal Reasoning"], "rationale": "Mike说不能用酒精擦手串，会溶解表面的保护层，因此后面的首饰都是用羊皮布擦的", "sample_id": "bedroom_12_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "4 pages", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:20", "group_id": "bedroom_12", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_12", "media_reference": "data/videos/robot/bedroom_12.mp4", "query_cutoff_clip": 59, "question": "How many pages are in the photobook?", "question_type": ["General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "分别是第一次到海边，在海滨餐厅吃饭，酒店露台，在步行街遇到好吃的甜品和冰欺凌，共四张照片。", "sample_id": "bedroom_12_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Seafood pasta, ice cream", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:20", "group_id": "bedroom_12", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_12", "media_reference": "data/videos/robot/bedroom_12.mp4", "query_cutoff_clip": 59, "question": "What are some of the foods Mike and Alice ate on their honeymoon?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Alice回忆到当时点了海鲜披萨，又回忆到在街上还吃到了好吃的巧克力味的冰淇淋", "sample_id": "bedroom_12_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the nightstand", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:20", "group_id": "bedroom_12", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_12", "media_reference": "data/videos/robot/bedroom_12.mp4", "query_cutoff_clip": 59, "question": "where is the water bottle located finally?", "question_type": ["Multi-Detail Reasoning"], "rationale": "水瓶在Alice喝完水后被放在了床头柜上，但是Alice又让机器人放远了点防止打翻，但还是在床头柜上", "sample_id": "bedroom_12_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the closet", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "03:59", "group_id": "bedroom_12", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_12", "media_reference": "data/videos/robot/bedroom_12.mp4", "query_cutoff_clip": 6, "question": "where should the robot put Mikel's coat?", "question_type": ["General Knowledge Extraction"], "rationale": "Nancy将Mike的衣服放进了衣柜里并挂了起来，因此Mike的外套应该放在衣柜里", "sample_id": "bedroom_12_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "09:18", "group_id": "bedroom_12", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_12", "media_reference": "data/videos/robot/bedroom_12.mp4", "query_cutoff_clip": 17, "question": "Can rings be rubbed with alcohol?", "question_type": ["General Knowledge Extraction"], "rationale": "Mike说不能用酒精擦手串，会溶解表面的保护层，同理戒指也是这样", "sample_id": "bedroom_12_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Corner of the room", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "20:58", "group_id": "bedroom_12", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_12", "media_reference": "data/videos/robot/bedroom_12.mp4", "query_cutoff_clip": 40, "question": "where should the robot place the mop back？", "question_type": ["General Knowledge Extraction"], "rationale": "Mike在Alice洒水后去房间的角落拿了清洁工具，因此如果放回去也应该放回角落。", "sample_id": "bedroom_12_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Onyx bracelet, photo from honeymoon", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:20", "group_id": "bedroom_12", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_12", "media_reference": "data/videos/robot/bedroom_12.mp4", "query_cutoff_clip": 59, "question": "What was taken out from under the bed?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Mike说Alice太不细心了，把这么有纪念意义的照片都随手放，他们有合照而且是关于蜜月的，同时有片段显示手环也是从床下找到的，所以一共两个物品", "sample_id": "bedroom_12_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Jewelry box", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:20", "group_id": "bedroom_12", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_12", "media_reference": "data/videos/robot/bedroom_12.mp4", "query_cutoff_clip": 59, "question": "where should the robot put the earrings has been found?", "question_type": ["General Knowledge Extraction"], "rationale": "Nancy把摘下的耳环放进了床头柜里的首饰盒中，因此重新找回的耳环也属于首饰类，应该也放进首饰盒", "sample_id": "bedroom_12_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Earrings, bracelet, ring", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:20", "group_id": "bedroom_12", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_12", "media_reference": "data/videos/robot/bedroom_12.mp4", "query_cutoff_clip": 59, "question": "What is in the jewelry box", "question_type": ["General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "最开始是Alice把摘下的耳环放进首饰盒，然后是偶然间找到的手串，最后是戒指", "sample_id": "bedroom_12_Q13", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:20", "group_id": "bedroom_12", "license": "CC-BY-NC-SA-4.0", "media_id": "bedroom_12", "media_reference": "data/videos/robot/bedroom_12.mp4", "query_cutoff_clip": 59, "question": "Is Alice generally considered to be a careful individual?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Alice先是把合照放在了床下就忘记了，手环也找不到了，戒指也找不到了。综上可得她是粗心大意的。", "sample_id": "bedroom_12_Q14", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Water", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "02:19", "group_id": "gym_01", "license": "CC-BY-NC-SA-4.0", "media_id": "gym_01", "media_reference": "data/videos/robot/gym_01.mp4", "query_cutoff_clip": 3, "question": "Which takeout should be taken to Anna?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Anna早前说过自己只想喝水，因为她不喜欢调味饮料。而Susan说要点运动饮料。所以外卖的水应拿给Anna。", "sample_id": "gym_01_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:23", "group_id": "gym_01", "license": "CC-BY-NC-SA-4.0", "media_id": "gym_01", "media_reference": "data/videos/robot/gym_01.mp4", "query_cutoff_clip": 61, "question": "Is Susan concerned about Anna's health?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Anna打球过程中用力过猛了，然后Susan问她怎么了。后来Anna身体出现了不适，Susan立马上前关心她，还拿出巧克力给她吃，还说要立马收拾东西去吃晚餐。因此Susan对Anna很关心照顾。", "sample_id": "gym_01_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:23", "group_id": "gym_01", "license": "CC-BY-NC-SA-4.0", "media_id": "gym_01", "media_reference": "data/videos/robot/gym_01.mp4", "query_cutoff_clip": 61, "question": "Does Anna have a strong desire to win?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "首先开始打球前Anna就说自己这次要赢，打球中途说自己今天一定要击败Susan，还出现了用力过猛的情况。其次Anna出现身体不适后，Susan说先去吃晚饭，Anna坚持要继续打，不然就不能赢Susan了。因此Anna的胜负欲是强的.", "sample_id": "gym_01_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Alice guides Susan to play", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:23", "group_id": "gym_01", "license": "CC-BY-NC-SA-4.0", "media_id": "gym_01", "media_reference": "data/videos/robot/gym_01.mp4", "query_cutoff_clip": 61, "question": "What's the relationship between Alice and Susan?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Susan打球时，Alice说她的短传球很好，但是长传球的天赋有点薄弱，觉得她应该再锻炼多一些。而且提完建议后，Alice离开前说:没有需要了，那我先离开了。因此推断Alice是Susan的教练。", "sample_id": "gym_01_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:23", "group_id": "gym_01", "license": "CC-BY-NC-SA-4.0", "media_id": "gym_01", "media_reference": "data/videos/robot/gym_01.mp4", "query_cutoff_clip": 61, "question": "Does Susan do things with persistence?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Susan打球时，Alice说她进步了很多，因为她一直坚持练习。 后来Alice建议她再多加锻炼时，她欣然接受了。因此Susan做事是比较持之以恒的。", "sample_id": "gym_01_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:23", "group_id": "gym_01", "license": "CC-BY-NC-SA-4.0", "media_id": "gym_01", "media_reference": "data/videos/robot/gym_01.mp4", "query_cutoff_clip": 61, "question": "Do both Anna and Susan emphasize the fairness of the contest?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "开始打球前，Anna说希望Susan和她一样经常练习，这样的话她赢了也不像是作弊。然后Anna身体不适时，Susan也想结束比赛，不然比赛不公平。因此两人都注重比赛的公平性。", "sample_id": "gym_01_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Twice", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:23", "group_id": "gym_01", "license": "CC-BY-NC-SA-4.0", "media_id": "gym_01", "media_reference": "data/videos/robot/gym_01.mp4", "query_cutoff_clip": 61, "question": "How many times do Susan and Anna change place when playing table tennis?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "打球过程中Anna先提出了换位置，然后两人换了位置。然后Anna又提出了一次换位置，Susan说：好的，下一回合。于是两人又换了一次位置。总共换了两次位置打球。", "sample_id": "gym_01_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Sports drink", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "02:19", "group_id": "gym_01", "license": "CC-BY-NC-SA-4.0", "media_id": "gym_01", "media_reference": "data/videos/robot/gym_01.mp4", "query_cutoff_clip": 3, "question": "Which takeout should be taken to Susan?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Anna早前说过自己只想喝水，因为她不喜欢调味饮料。而Susan说要点运动饮料。所以外卖的运动饮料应拿给Susan。", "sample_id": "gym_01_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Beside the chair", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "21:02", "group_id": "gym_01", "license": "CC-BY-NC-SA-4.0", "media_id": "gym_01", "media_reference": "data/videos/robot/gym_01.mp4", "query_cutoff_clip": 41, "question": "Where should the robot place the table tennis balls?", "question_type": ["General Knowledge Extraction"], "rationale": "Susan早前让机器人在椅子隔壁取来装乒乓球的篮子。因此乒乓球应放回椅子隔壁。", "sample_id": "gym_01_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In Susan's bag", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "22:46", "group_id": "gym_01", "license": "CC-BY-NC-SA-4.0", "media_id": "gym_01", "media_reference": "data/videos/robot/gym_01.mp4", "query_cutoff_clip": 44, "question": "Where should the robot place the towels?", "question_type": ["General Knowledge Extraction"], "rationale": "Susan之前让机器人从她的包里面取出过毛巾在，因此毛巾应放回她包里。", "sample_id": "gym_01_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:23", "group_id": "gym_01", "license": "CC-BY-NC-SA-4.0", "media_id": "gym_01", "media_reference": "data/videos/robot/gym_01.mp4", "query_cutoff_clip": 61, "question": "Do both Susan and Anna know how to do sports safely?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "开始打球前，Anna就说要先做热身锻炼，不要中途拉伤肌肉。Susan也说需要水和运动饮料。因此推断两人都知道如何安全进行运动。", "sample_id": "gym_01_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "convenient and healthy", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:23", "group_id": "gym_01", "license": "CC-BY-NC-SA-4.0", "media_id": "gym_01", "media_reference": "data/videos/robot/gym_01.mp4", "query_cutoff_clip": 61, "question": "what advantages of playing table tennis are mentioned?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Anna曾说打乒乓球很适合普通大众，因为只需要两个球拍和一个球。所以乒乓球的优点之一是方便。然后Susan接着说打乒乓球有利于健康。因此一共提到了两种打乒乓球的好处。", "sample_id": "gym_01_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Susan", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:23", "group_id": "gym_01", "license": "CC-BY-NC-SA-4.0", "media_id": "gym_01", "media_reference": "data/videos/robot/gym_01.mp4", "query_cutoff_clip": 61, "question": "Who was better prepared，Susan or Anna?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Hop Reasoning", "Multi-Detail Reasoning"], "rationale": "准备开始打球时Anna发现她的球拍坏了，所以她出门前没有检查。而Susan说她带了两个球拍，在Anna身体不适时还从包里拿出了巧克力让她吃。而且Susan还带了毛巾放在包里。因此Susan对打乒乓球的准备更充分。", "sample_id": "gym_01_Q13", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Allan", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "32:10", "group_id": "gym_02", "license": "CC-BY-NC-SA-4.0", "media_id": "gym_02", "media_reference": "data/videos/robot/gym_02.mp4", "query_cutoff_clip": 63, "question": "Who played the short shots better, Lisa or Allan?", "question_type": ["Person Understanding", "Multi-Hop Reasoning", "Multi-Detail Reasoning"], "rationale": "Lina和Allan打乒乓球时，Allan偶尔没能接住Lina的球，结束后Lina说：你接住球的概率是80%，要多点锻炼，Allan说好的。然后Lina和Lisa打球时，Lisa基本上接不住球，Lina说她的接球概率只有60%，还让她留下加练200个球，然后她自己也说这不是她的强项。虽然Lisa后来在高远球训练中打得很好，但她打近网短球还是没Allan好。", "sample_id": "gym_02_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "2", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "32:10", "group_id": "gym_02", "license": "CC-BY-NC-SA-4.0", "media_id": "gym_02", "media_reference": "data/videos/robot/gym_02.mp4", "query_cutoff_clip": 63, "question": "How many power banks were used?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Lina开始热身后，从耳朵取下了耳机，说没电了，然后说要从包里拿充电宝，于是Lina用了一个充电宝。Lisa结束长远球联系后，也说自己的手表没电了，要从背包拿充电宝，于是Lisa也用了一个充电宝。一共用了两个充电宝。", "sample_id": "gym_02_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "32:10", "group_id": "gym_02", "license": "CC-BY-NC-SA-4.0", "media_id": "gym_02", "media_reference": "data/videos/robot/gym_02.mp4", "query_cutoff_clip": 63, "question": "Did both Allan and Lisa get tired finally?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Allan训练过程中多次提到过很累，然后还坐到了凳子上休息。Allan与Lisa比赛结束后，Lisa也说很累，与Allan两人一起蹲在了地上，还需要被搀扶到凳子上。因此两人都累了。", "sample_id": "gym_02_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Power bank and tissues", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "32:10", "group_id": "gym_02", "license": "CC-BY-NC-SA-4.0", "media_id": "gym_02", "media_reference": "data/videos/robot/gym_02.mp4", "query_cutoff_clip": 63, "question": "What was taken from Lina's bag?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Lina热身时发现耳机没电了，就说要从包里拿出充电宝，于是充电宝被拿出。后来Lisa和Allan比赛时，Lisa说累了，需要纸巾，然后Lina就说要拿些纸巾，于是纸巾也从她的包里被拿出。因此从Lina的包里拿了充电宝和纸巾。", "sample_id": "gym_02_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "5", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "06:14", "group_id": "gym_02", "license": "CC-BY-NC-SA-4.0", "media_id": "gym_02", "media_reference": "data/videos/robot/gym_02.mp4", "query_cutoff_clip": 11, "question": "How many laps did Allan run?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "跑步开始前Lina就说一起绕着球场跑五圈，两人开始跑步后，跑第一圈时Allan的妈妈给他打了电话，然后Allan一边接电话一边跑第二圈。接完电话后跑第三圈，第三圈结束时，Lisa到了球场，于是三人一起跑了剩下的两圈。因此Allan一共跑了五圈。", "sample_id": "gym_02_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "the left one", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "06:32", "group_id": "gym_02", "license": "CC-BY-NC-SA-4.0", "media_id": "gym_02", "media_reference": "data/videos/robot/gym_02.mp4", "query_cutoff_clip": 12, "question": "Which bench should the robot get Allan's racket? the right one or the left one", "question_type": ["Multi-Detail Reasoning"], "rationale": "Allen来到球场的时候就想把手机喝球拍都放到左边的凳子上，但是Lina说凳子上很多灰尘，所以清理干净后，Allen才放上去。因此应该到左边的凳子上拿Allen的球拍。", "sample_id": "gym_02_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "3", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "19:10", "group_id": "gym_02", "license": "CC-BY-NC-SA-4.0", "media_id": "gym_02", "media_reference": "data/videos/robot/gym_02.mp4", "query_cutoff_clip": 37, "question": "How many bottles of drinks did Lisa order for takeout?", "question_type": ["Multi-Detail Reasoning"], "rationale": "在Lina与Allan练习长远球时，Lisa曾说渴了，要点喝的，还说自己点了无糖可乐，然后又点了牛奶和果汁。因此外卖应该是她点的饮料。", "sample_id": "gym_02_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On Saturday", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "21:55", "group_id": "gym_02", "license": "CC-BY-NC-SA-4.0", "media_id": "gym_02", "media_reference": "data/videos/robot/gym_02.mp4", "query_cutoff_clip": 42, "question": "What day will the competition be held?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Allan训练中途曾说因为明天的比赛失眠了。后来Lisa说想继续训练，但她查看了一下手机发现今天是周五，是她兄弟的生日。因此比赛在周六举行。", "sample_id": "gym_02_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "She played as a coach.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "32:10", "group_id": "gym_02", "license": "CC-BY-NC-SA-4.0", "media_id": "gym_02", "media_reference": "data/videos/robot/gym_02.mp4", "query_cutoff_clip": 63, "question": "What was Lina's role?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Lina分别与另外两人都进行过训练。与Allan训练后，Lina告知了他的接球概率和加练量，还教过他打球时的步法。与Lisa训练后，Lina也告知了她的接球概率和加练量，Lisa的长远球表现得很好时，Lina还夸赞了他。在整个训练过程中，Lina都在给出建议和对两人进行技术指导，所以她充当的是教练的角色。", "sample_id": "gym_02_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Lisa", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "32:10", "group_id": "gym_02", "license": "CC-BY-NC-SA-4.0", "media_id": "gym_02", "media_reference": "data/videos/robot/gym_02.mp4", "query_cutoff_clip": 63, "question": "Who played the long shots better, Lisa or Allan?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Hop Reasoning", "Multi-Detail Reasoning"], "rationale": "Lisa进行长远球训练时表现得很好，Lina还夸赞她说：我为你骄傲。结束与Lisa的长远球训练后，Lina又对说Allan说要加练200个球，Lisa还对他说：只有长远球才能决定分数，而你又如此不擅长长远球，但Allan只能解释说近网短球也很重要。因此Lisa的长远球打得比Allan好。", "sample_id": "gym_02_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Allan", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "32:10", "group_id": "gym_02", "license": "CC-BY-NC-SA-4.0", "media_id": "gym_02", "media_reference": "data/videos/robot/gym_02.mp4", "query_cutoff_clip": 63, "question": "Who showed a better attitude towards staying for extra practice? Allen or Lisa", "question_type": ["Person Understanding", "Multi-Hop Reasoning", "Multi-Detail Reasoning"], "rationale": "Lina让Lisa今天留下加练的时候，Lisa说她再也不想打这种球。而且Lina之前提到过Lisa总是迟到。相反，Lina让Allen多练习的时候，Allen说好的，还说今天自己可以练久一点了。因此Allen对于加练的态度比Lisa好。", "sample_id": "gym_02_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Triple fractionated workout for chest, back and legs", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "01:30", "group_id": "gym_03", "license": "CC-BY-NC-SA-4.0", "media_id": "gym_03", "media_reference": "data/videos/robot/gym_03.mp4", "query_cutoff_clip": 2, "question": "What was Zoe's training method?", "question_type": ["Cross-Modal Reasoning"], "rationale": "Zoe表示她经常锻炼三个部分胸、背、腿，她表示这三个部分是相互关联的", "sample_id": "gym_03_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "2 times", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "33:54", "group_id": "gym_03", "license": "CC-BY-NC-SA-4.0", "media_id": "gym_03", "media_reference": "data/videos/robot/gym_03.mp4", "query_cutoff_clip": 66, "question": "How many times did the position of the elastic band change?", "question_type": ["Multi-Detail Reasoning"], "rationale": "弹力绳最开始在道具区。被Zoe拿起来做示范，然后Alice用弹力绳做热身活动，最后放在了椅子背上。", "sample_id": "gym_03_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "three moves in total.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "33:54", "group_id": "gym_03", "license": "CC-BY-NC-SA-4.0", "media_id": "gym_03", "media_reference": "data/videos/robot/gym_03.mp4", "query_cutoff_clip": 66, "question": "How many training moves did Zoe have Alice practice?", "question_type": ["Multi-Detail Reasoning"], "rationale": "首先是平躺举哑铃，然后是飞燕式锻炼肩膀，最后是站立举哑铃", "sample_id": "gym_03_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "33:54", "group_id": "gym_03", "license": "CC-BY-NC-SA-4.0", "media_id": "gym_03", "media_reference": "data/videos/robot/gym_03.mp4", "query_cutoff_clip": 66, "question": "Is Alice physically fit?", "question_type": ["Person Understanding"], "rationale": "Alice在锻炼过程中，多此表示要休息，同时根据他的神态以及大汗淋漓和动作标准来看，她的体力不是很好", "sample_id": "gym_03_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Demonstrate the movement first, then supervise and correct the trainee's movements ; Demonstration and encouragement", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "33:54", "group_id": "gym_03", "license": "CC-BY-NC-SA-4.0", "media_id": "gym_03", "media_reference": "data/videos/robot/gym_03.mp4", "query_cutoff_clip": 66, "question": "What is Zoe's teaching style like?", "question_type": ["Person Understanding"], "rationale": "Zoe多次表示先示范动作，然后再对alice的动作进行指导和监督", "sample_id": "gym_03_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Stretch bands and sticks", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "04:50", "group_id": "gym_03", "license": "CC-BY-NC-SA-4.0", "media_id": "gym_03", "media_reference": "data/videos/robot/gym_03.mp4", "query_cutoff_clip": 8, "question": "What props did Zoe and Alice use to warm up?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "首先是弹力绳后来是木棍", "sample_id": "gym_03_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Bins", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "14:23", "group_id": "gym_03", "license": "CC-BY-NC-SA-4.0", "media_id": "gym_03", "media_reference": "data/videos/robot/gym_03.mp4", "query_cutoff_clip": 27, "question": "where does the robot throw the paper towel?", "question_type": ["General Knowledge Extraction"], "rationale": "从视频开头可以看出垃圾桶在杂物旁边，也就是杂物区的地方", "sample_id": "gym_03_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "The middle level of the cabinet next to the Props Area", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "15:14", "group_id": "gym_03", "license": "CC-BY-NC-SA-4.0", "media_id": "gym_03", "media_reference": "data/videos/robot/gym_03.mp4", "query_cutoff_clip": 29, "question": "On which shelf of the cabinet can the robot get the juice?", "question_type": ["General Knowledge Extraction"], "rationale": "柜子一直在道具区的旁边，第二层里面有橙汁和水。", "sample_id": "gym_03_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "The first level from the top of the cabinet next to the Props Area", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "19:14", "group_id": "gym_03", "license": "CC-BY-NC-SA-4.0", "media_id": "gym_03", "media_reference": "data/videos/robot/gym_03.mp4", "query_cutoff_clip": 37, "question": "On which shelf of the cabinet at the corner can the robot find the back support?", "question_type": ["General Knowledge Extraction"], "rationale": "柜子一直在道具区的旁边,从上面开始数第一层有护具，包括护腰以及护腕。", "sample_id": "gym_03_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Warm-up and Protective Gear ; warm up with dumbbells", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "33:54", "group_id": "gym_03", "license": "CC-BY-NC-SA-4.0", "media_id": "gym_03", "media_reference": "data/videos/robot/gym_03.mp4", "query_cutoff_clip": 66, "question": "What ways can be done to prevent injuries?", "question_type": ["General Knowledge Extraction"], "rationale": "Zoe表示要想预防拉伤等，就要做好热身活动。", "sample_id": "gym_03_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Fitness Instructor", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "33:54", "group_id": "gym_03", "license": "CC-BY-NC-SA-4.0", "media_id": "gym_03", "media_reference": "data/videos/robot/gym_03.mp4", "query_cutoff_clip": 66, "question": "what is Zoe's occupation?", "question_type": ["Person Understanding"], "rationale": "Alice表明Zoe是专业的，同时Zoe的讲解和介绍也十分详细，可以判断他是健身教练", "sample_id": "gym_03_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Material box", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "06:30", "group_id": "kitchen_01", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_01", "media_reference": "data/videos/robot/kitchen_01.mp4", "query_cutoff_clip": 12, "question": "Where should the robot get the cotton rope?", "question_type": ["General Knowledge Extraction"], "rationale": "Percy说过很多材料都在材料盒里，需要什么直接拿。", "sample_id": "kitchen_01_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Percy", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "39:15", "group_id": "kitchen_01", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_01", "media_reference": "data/videos/robot/kitchen_01.mp4", "query_cutoff_clip": 77, "question": "Who knows the birthday person better, Percy or Olinda?", "question_type": ["Person Understanding"], "rationale": "点餐时，Percy曾提出寿星最喜欢意大利菜肴。而Olinda没有透露寿星的其他信息。", "sample_id": "kitchen_01_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "3", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "39:15", "group_id": "kitchen_01", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_01", "media_reference": "data/videos/robot/kitchen_01.mp4", "query_cutoff_clip": 77, "question": "How many tools are taken from the tool box?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Olinda从工具箱拿了打气筒。胶带被拿出用于粘贴装饰物到墙上。剪刀被拿出用于剪胶带。一共拿了三种工具。", "sample_id": "kitchen_01_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Three times", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "39:15", "group_id": "kitchen_01", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_01", "media_reference": "data/videos/robot/kitchen_01.mp4", "query_cutoff_clip": 77, "question": "How many times are the packaging tape used?", "question_type": ["Multi-Detail Reasoning"], "rationale": "胶带第一次用于把气球粘到墙上，第二次用于把丝带黏合并粘到墙上，第三次用于把LED灯粘到墙上。", "sample_id": "kitchen_01_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "At dusk", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "39:15", "group_id": "kitchen_01", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_01", "media_reference": "data/videos/robot/kitchen_01.mp4", "query_cutoff_clip": 77, "question": "At what time of day may this scene take place?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "Olinda说有点晚了，再晚点可能看不清墙上的气球了，还要加些LED灯光在墙上。后来寿星快到达时，Percy把灯关上后，整个房间陷入了黑暗。", "sample_id": "kitchen_01_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Tool box", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "11:00", "group_id": "kitchen_01", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_01", "media_reference": "data/videos/robot/kitchen_01.mp4", "query_cutoff_clip": 21, "question": "Where should the robot get the packaging tape?", "question_type": ["General Knowledge Extraction"], "rationale": "Olinda说过很多工具和粘贴工具都在工具盒里，需要可以拿。", "sample_id": "kitchen_01_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Tool box", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "12:07", "group_id": "kitchen_01", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_01", "media_reference": "data/videos/robot/kitchen_01.mp4", "query_cutoff_clip": 23, "question": "Where should the robot get the scissors?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction"], "rationale": "Olinda说过很多工具和粘贴工具都在工具盒里，需要可以拿。", "sample_id": "kitchen_01_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Material box", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "15:31", "group_id": "kitchen_01", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_01", "media_reference": "data/videos/robot/kitchen_01.mp4", "query_cutoff_clip": 30, "question": "Where should the robot get the ribbon?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction"], "rationale": "Percy说过很多材料都在材料盒里，需要什么直接拿。", "sample_id": "kitchen_01_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Material box", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "22:13", "group_id": "kitchen_01", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_01", "media_reference": "data/videos/robot/kitchen_01.mp4", "query_cutoff_clip": 43, "question": "Where should the robot get the LED lignts？", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction"], "rationale": "Percy说过很多材料都在材料盒里，需要什么直接拿。", "sample_id": "kitchen_01_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Material box", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "26:00", "group_id": "kitchen_01", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_01", "media_reference": "data/videos/robot/kitchen_01.mp4", "query_cutoff_clip": 51, "question": "Where should the robot get the table cloth themed with birthday？", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction"], "rationale": "Percy说过很多材料都在材料盒里，需要什么直接拿。", "sample_id": "kitchen_01_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the back of the chair beside the table", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "26:24", "group_id": "kitchen_01", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_01", "media_reference": "data/videos/robot/kitchen_01.mp4", "query_cutoff_clip": 51, "question": "Where's Olinda's cloth placed?", "question_type": ["General Knowledge Extraction"], "rationale": "Olinda让Percy帮他把外套放到桌子上，Percy却放到了椅背上，因此机器人应该去椅背子上拿。", "sample_id": "kitchen_01_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the top drawer of the cabinet under the material box.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:14", "group_id": "kitchen_01", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_01", "media_reference": "data/videos/robot/kitchen_01.mp4", "query_cutoff_clip": 67, "question": "Where should the robot get the candles?", "question_type": ["General Knowledge Extraction"], "rationale": "Olinda曾让Percy拿点东西装饰，随后Percy到储物柜拿出蜡烛。同学答案更准确。", "sample_id": "kitchen_01_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the cupboard under the stove.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "36:21", "group_id": "kitchen_01", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_01", "media_reference": "data/videos/robot/kitchen_01.mp4", "query_cutoff_clip": 71, "question": "Where should the robot get the knife?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "Olinda曾指责Percy只拿了自己的餐刀，然后Percy承认错误并到橱柜拿出餐刀。同学答案更准确。", "sample_id": "kitchen_01_Q13", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Tomatoes, letteuce and mushrooms", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "02:54", "group_id": "kitchen_02", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_02", "media_reference": "data/videos/robot/kitchen_02.mp4", "query_cutoff_clip": 4, "question": "What the ingredients brought by Wiliiam's mother are available for dinner?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "早前William曾拿起一个袋子，说里面全是妈妈昨天买的蔬菜。后来Emma查看了一下袋子，说有番茄、生菜、蘑菇和芒果。接着Emma说自己对芒果过敏，于是William说好的，那就有三种食材可以用作晚餐。因此三种食材应该是番茄、生菜和蘑菇。", "sample_id": "kitchen_02_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "50:26", "group_id": "kitchen_02", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_02", "media_reference": "data/videos/robot/kitchen_02.mp4", "query_cutoff_clip": 99, "question": "Did the croutons turn out well for the first time?", "question_type": ["Person Understanding"], "rationale": "Emma曾说要把面包切好，然后把面包碎放到烤箱里。但是面包碎被放进烤箱后，Emma完全忘了，等想起来的时候面包碎已经全部烤黑了，她还说是她的错。因此Emma并不是一直做事都细心。", "sample_id": "kitchen_02_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Emma", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "50:26", "group_id": "kitchen_02", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_02", "media_reference": "data/videos/robot/kitchen_02.mp4", "query_cutoff_clip": 99, "question": "Who is more familiar with the procedures of making pasta， Emma or William?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Emma刚开始做菜就说根据她的经验，把意大利面煮沸要用比较长的时间，于是让William先去煮沸意大利面。然后William在做番茄肉酱时，Willian不太清楚怎么处理切碎的肉，Emma就提醒他用煎锅炸肉，在旁边教他开火、放油、搅拌、把肉分散、再加西红柿。因此Emma更熟悉做意大利面的流程。", "sample_id": "kitchen_02_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "no", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "50:26", "group_id": "kitchen_02", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_02", "media_reference": "data/videos/robot/kitchen_02.mp4", "query_cutoff_clip": 99, "question": "Is William stubborn?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "William的妈妈给他买了芒果，因为他喜欢吃，但是Emma过敏，于是他说那就用另外三种食材吧。然后Willian选出的菜品当中有芝士通心粉，但是Emma说她不喜欢任何有芝士的东西，于是Willian说没关系，他觉得吃什么都很好。后来做沙拉的时候William想加入培根，但Emma不想加，她觉得简单的沙拉会好一点，所以William也没有加培根了。因此推断William对于不同的意见会持有包容的态度,而不是固执地坚持自己的想法", "sample_id": "kitchen_02_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Tomatoes, letteuce and mushrooms", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "03:23", "group_id": "kitchen_02", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_02", "media_reference": "data/videos/robot/kitchen_02.mp4", "query_cutoff_clip": 5, "question": "What vegetables should the robot put into the sink?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "早前Emma曾查看过袋子，说里面有番茄、生菜、蘑菇和芒果。因此William说要把蔬菜放到水槽，就是把土豆、生菜和蘑菇放到水槽。", "sample_id": "kitchen_02_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the TV cabinet", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "05:11", "group_id": "kitchen_02", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_02", "media_reference": "data/videos/robot/kitchen_02.mp4", "query_cutoff_clip": 9, "question": "Where can the robot get the recipe?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "早前Emma曾说过电视机的柜子上有一些菜谱，William还到那儿拿了一张。因此应该去电视机的柜子拿菜谱。", "sample_id": "kitchen_02_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Mango for William and blueberry for Emma", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "45:42", "group_id": "kitchen_02", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_02", "media_reference": "data/videos/robot/kitchen_02.mp4", "query_cutoff_clip": 90, "question": "Given the fruits at home, if the robot has to prepare one fruit for William and one for Emma, how should the robot do it?", "question_type": ["Multi-Detail Reasoning"], "rationale": "两人有芒果和蓝莓两种水果。早前Emma曾提到过她知道William喜欢吃芒果，不过她过敏不能吃。后来两人选择甜点时，William说可以做水果酸奶，只需要水果、果酱和酸奶，然后Emma也同意了，还说很好，因此两人的甜点都是要有水果的。结合来看，推测William的酸奶要芒果，Emma的酸奶要蓝莓。", "sample_id": "kitchen_02_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "50:26", "group_id": "kitchen_02", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_02", "media_reference": "data/videos/robot/kitchen_02.mp4", "query_cutoff_clip": 99, "question": "Did William care about the hygiene?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "William每拿出一个碗或碟子都会先拿去清洗一遍，做完番茄肉酱时说锅里太多油了，需要清洗。然后做完沙拉后，William又去洗了一个煎锅。可以看出他是在意清洁卫生的。", "sample_id": "kitchen_02_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "50:26", "group_id": "kitchen_02", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_02", "media_reference": "data/videos/robot/kitchen_02.mp4", "query_cutoff_clip": 99, "question": "Can William and Emma cook without any help?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "刚开始没多久William就说：我们已经吃了一个星期的快餐了。因此两人应该不常做饭。为了亲手做饭，两人拿出了纸质版的菜谱，也在手机上搜了菜谱。做饭过程Emma需要跟着菜谱行动，而William是连碎肉要在哪个锅里炸都不知道。因此这两人无法在完全没有帮助的情况下做饭。", "sample_id": "kitchen_02_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "By following the recipes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "50:26", "group_id": "kitchen_02", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_02", "media_reference": "data/videos/robot/kitchen_02.mp4", "query_cutoff_clip": 99, "question": "Did William and Emma cook by themselves, or by following the recipes?", "question_type": ["Multi-Detail Reasoning"], "rationale": "开始做菜前两人就拿到了纸质版的菜谱，然后又在手机上搜了菜谱，查看了很久。接着整个做菜过程他们都是看着菜谱一步一步跟着做的。", "sample_id": "kitchen_02_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "50:26", "group_id": "kitchen_02", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_02", "media_reference": "data/videos/robot/kitchen_02.mp4", "query_cutoff_clip": 99, "question": "Did William treat Emma well?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "William的妈妈给他买了芒果，Emma也知道William喜欢吃芒果，但是她过敏，因此William做出了让步。然后Willian觉得不错的菜品当中有芝士通心粉，但是Emma说她不喜欢任何有芝士的东西，于是Willian也让着Emma。再后来Emma忘记面包碎在烤箱里烤着，直到面包碎都烤焦了，但William也从来没表现出什么不满，他与Emma一起处理好烤焦的面包碎后，还让她别担心，然后从冰箱又拿出了面包。而且整个做菜过程他都听从了Emma的建议和命令。可以看出William对Emma是非常好的。", "sample_id": "kitchen_02_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the fridge drawer.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "01:40", "group_id": "kitchen_03", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_03", "media_reference": "data/videos/robot/kitchen_03.mp4", "query_cutoff_clip": 2, "question": "Where should the spinach be placed in the silver fridge?", "question_type": ["General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "机器人可以看到他们在拿出新鲜的，没有腐烂的包菜的时候是放到了冰箱的抽屉里面。并且从冰箱的抽屉里面拿出来一些细碎的Vegetable叶子可以推断出属于蔬菜类，别的应该都要放到抽屉里面。然后分析菠菜是否属于蔬菜？如果是的话就同样的放到抽屉里面。", "sample_id": "kitchen_03_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "The countertop, the refrigerator, and the window.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "32:12", "group_id": "kitchen_03", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_03", "media_reference": "data/videos/robot/kitchen_03.mp4", "query_cutoff_clip": 63, "question": "What are wiped by the dishcloth?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "这个地方听到他说他要去做厨房的台面，还有冰箱，还有窗户的一个卫生，然后看到他也确实把这个第三个地方用抹布都擦了，所以当机器人收到指令要擦的时候，一样的也是擦这些地方。", "sample_id": "kitchen_03_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "The dust bin", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "33:46", "group_id": "kitchen_03", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_03", "media_reference": "data/videos/robot/kitchen_03.mp4", "query_cutoff_clip": 66, "question": "Where did the robot throw the expired ingredients?", "question_type": ["Cross-Modal Reasoning"], "rationale": "机器人可以看到和听到他们将已经过期的食材丢到垃圾桶里去，那么接下来如果需要机器人去丢剩下的过期食材的话，也是一样，还是丢到垃圾桶里。", "sample_id": "kitchen_03_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Chinese cabbage, spinach, carrot and broccoli. ", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "36:53", "group_id": "kitchen_03", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_03", "media_reference": "data/videos/robot/kitchen_03.mp4", "query_cutoff_clip": 72, "question": "What vegetables did Saxon and Tamera buy?", "question_type": ["Multi-Detail Reasoning"], "rationale": "这个一直等到视频看完，他们所有买到的东西就包含了一开始的一个包菜，然后还有菠菜，胡萝卜。还有西兰花儿。这4个都属于蔬菜。", "sample_id": "kitchen_03_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "seasoning bottle, storage bag, and ingredients", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "36:53", "group_id": "kitchen_03", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_03", "media_reference": "data/videos/robot/kitchen_03.mp4", "query_cutoff_clip": 72, "question": "What is in the cabinet?", "question_type": ["General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "这个也是多片多片段追踪，分别第一次看到从里面拿出来的是装肉的一个保鲜袋，然后接下来是一些调料，还有放调料的瓶子。", "sample_id": "kitchen_03_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "36:53", "group_id": "kitchen_03", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_03", "media_reference": "data/videos/robot/kitchen_03.mp4", "query_cutoff_clip": 72, "question": "Do Saxon and Tamera both care about tidiness?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "首先他们两个会在用完物品后及时放回原位，其次还会打扫卫生，同时还会按照不同的种类分类整理物品到冰箱，可以判断他们两个都很在意整洁", "sample_id": "kitchen_03_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the fruit section of the silver fridge.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "3:58", "group_id": "kitchen_03", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_03", "media_reference": "data/videos/robot/kitchen_03.mp4", "query_cutoff_clip": 6, "question": "In which section of the silver fridge did the robot put the broccoli?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "根据前面机器人看到处理胡萝卜的步骤有两个，第一个拿出来处理上面的萝卜地，然后第二步把它放到了水果区域，听到说是为了防止串味。据此推测，西兰花也应该按照这样同同样的来操作，第一步除去杂乱的叶子，第二步放到水果区域", "sample_id": "kitchen_03_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Fish", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "11:29", "group_id": "kitchen_03", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_03", "media_reference": "data/videos/robot/kitchen_03.mp4", "query_cutoff_clip": 21, "question": "What kind of seafood will be in the dinner?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "他们两个人在商讨今天晚上吃什么。的时候拿出来了鱼和虾。听到saxon说自己最近吃了很多虾，接下来的一两天都不想吃虾了。然后虾被冷冻起来了。剩下的就只有鱼了。然后听到他们说要把今天晚上要吃的放到水槽里面还要加水。然后走到台面上看到的就是鱼。所以晚上要吃的是鱼。", "sample_id": "kitchen_03_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the cooling section.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "14:38", "group_id": "kitchen_03", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_03", "media_reference": "data/videos/robot/kitchen_03.mp4", "query_cutoff_clip": 28, "question": "Where does the robot put the milk?", "question_type": ["Multi-Detail Reasoning"], "rationale": "牛奶属于乳制品，而之前有一个酸奶也是属于乳制品，而酸奶被放到了冷藏区，相应的看了牛奶上的一些标识之后，确定可以放到冷藏去。", "sample_id": "kitchen_03_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the cabinet.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "16:17", "group_id": "kitchen_03", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_03", "media_reference": "data/videos/robot/kitchen_03.mp4", "query_cutoff_clip": 31, "question": "Where does the robot get the seasoning bottle from?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "之前他们在找保鲜袋的时候就说到了一些厨具类的东西都放在了橱柜里面，然后看到他们从橱柜里面拿出了保鲜袋。然后接着听到了指令是说需要去拿装调料的瓶子。看到操作台那边是没有调味罐的，综上可以知道。调味罐就是在橱柜里面。", "sample_id": "kitchen_03_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Potatos, frozen tofu, and fish balls.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "26:47", "group_id": "kitchen_03", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_03", "media_reference": "data/videos/robot/kitchen_03.mp4", "query_cutoff_clip": 52, "question": "Besides onions, what other ingredient hasn't been bought this week?", "question_type": ["Multi-Detail Reasoning"], "rationale": "这个根据他们本周列出来的菜单可以依次将菜单结合今天购物买到的物品逐一进行画图，然后最后发现除了洋葱以外，土豆也没有买。", "sample_id": "kitchen_03_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the table with the pen holder.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "25:19", "group_id": "kitchen_03", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_03", "media_reference": "data/videos/robot/kitchen_03.mp4", "query_cutoff_clip": 49, "question": "Where did the robot get the notebook for recording the shopping list from?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Saxon说让机器人给他拿那个notebook去写那个shopping list，然后机器人之前就看到了，在餐桌上面有两个本子，然后之前在写菜单的时候用掉了一个本子，那么剩下的一个本子是notebook，而且可以看到那个封皮上也写着notebook。然后根据这些信息可以将餐桌上的那个笔记本给saxon来写购物清单", "sample_id": "kitchen_03_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "nine", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "27:08", "group_id": "kitchen_03", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_03", "media_reference": "data/videos/robot/kitchen_03.mp4", "query_cutoff_clip": 53, "question": "How many pieces of information are newly added in the shopping list?", "question_type": ["Multi-Detail Reasoning"], "rationale": "他们在讨论接下来要去买东西的时候去拿了一个本子，然后单独的做购物清单，购物清单上依次写上的是double milk, chicken breast, potatoes,  black paper, cumin powder, frozen tofu, fish, orange and apples.一共是九样东西。", "sample_id": "kitchen_03_Q13", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "The pen holder ; In the jar on the desk.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "27:23", "group_id": "kitchen_03", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_03", "media_reference": "data/videos/robot/kitchen_03.mp4", "query_cutoff_clip": 53, "question": "Where does the robot put the pen back?", "question_type": ["Multi-Detail Reasoning"], "rationale": "定位到他们。去拿笔记录。食谱和购物清单的时候，都是从餐桌的笔筒子里面拿的笔。可以推测出，如果需要还到原位的话，应该是要放回笔筒这里。都可以，因为视频里面看，那就是一个罐子，不算是专门的笔筒，笔架。", "sample_id": "kitchen_03_Q14", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "2", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "02:42", "group_id": "kitchen_04", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_04", "media_reference": "data/videos/robot/kitchen_04.mp4", "query_cutoff_clip": 4, "question": "How many glasses of water should the robot prepare?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Grace说要给每个人都装一杯水，所以应该是三杯水，但是Joy说她不需要，Blaze没有反对，所以应该装两杯水。", "sample_id": "kitchen_04_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Grace", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "40:41", "group_id": "kitchen_04", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_04", "media_reference": "data/videos/robot/kitchen_04.mp4", "query_cutoff_clip": 80, "question": "Who organized the selection and the production of the food?", "question_type": ["Multi-Hop Reasoning", "Multi-Detail Reasoning"], "rationale": "三人开始讨论做什么食物时，Grace就拿出纸和笔记录另外两人的喜好。三人无法统一做同一种食物的时候，Grace提出各自都做自己喜欢的食物，另外两人同意了。然后她还为另外两人记下了各自需要的食材。后来Joy发现食材不充分的时候，也是由Grace来给她提建议，建议她把沙拉做成地中海风格的。Blaze说要做巧克力甜品时，Grace也建议她做草莓巧克力。而且在Grace还会让Joy顺便洗一洗Blaze要用的食材。因此是Grace统筹规划了食物的选择与制作。", "sample_id": "kitchen_04_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Joy", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "40:41", "group_id": "kitchen_04", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_04", "media_reference": "data/videos/robot/kitchen_04.mp4", "query_cutoff_clip": 80, "question": "Who cared most about healthy diets?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Hop Reasoning", "Multi-Detail Reasoning"], "rationale": "在另外两人都说要带零食的时候，Joy独自说要少吃零食。然后在Blaze计划做巧克力甜品的时候，Joy对她说吃太多巧克力对身体不好，还建议下次做些水果切片。最后Grace还做了果冻，Blaze做了巧克力，都是糖分较高的食物，而Joy做了沙拉。可以看出Joy是最注重健康饮食的。", "sample_id": "kitchen_04_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "To share them with her colleagues", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "40:41", "group_id": "kitchen_04", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_04", "media_reference": "data/videos/robot/kitchen_04.mp4", "query_cutoff_clip": 80, "question": "Why did Blaze want to make chocolates?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Blaze刚提出想做巧克力的时候，就说是想和同事们一起分享。后来Blaze做的过程中，Grace又向她确认了一遍，问她是不是想把巧克力给同事们，Blaze说是的。", "sample_id": "kitchen_04_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Joy", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "05:43", "group_id": "kitchen_04", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_04", "media_reference": "data/videos/robot/kitchen_04.mp4", "query_cutoff_clip": 10, "question": "Who proposed the healthiest dish for tomorrow's hiking?", "question_type": ["Person Understanding", "Multi-Hop Reasoning", "Multi-Detail Reasoning"], "rationale": "Blaze曾提出做三明治，因为方便，里面含有午餐肉、生菜和芝士，还说要带点薯片。Grace曾提出做饭团，而且她也同意多带零食。而Joy提出的是藜麦沙拉，含有藜麦，鸡胸肉和少量芝士碎，而且她认为应该少吃零食。因此Joy提出的菜品最健康。", "sample_id": "kitchen_04_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the round table  ; On the dining table.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "06:21", "group_id": "kitchen_04", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_04", "media_reference": "data/videos/robot/kitchen_04.mp4", "query_cutoff_clip": 11, "question": "Where can the robot get Joy's phone?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Grace曾说各自准备自己喜欢的食物，于是Joy说:好的，我用手机看些建议，然后就一直在看手机，直到Grace提出先去厨房查看食材，Joy才站了起来，站起来后还看了会儿手机，然后放到了圆桌上。因此应该到圆桌上拿Joy的手机。都可以，圆桌和餐桌都可以定位。", "sample_id": "kitchen_04_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Tomatoes and shredded cheese", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "08:18", "group_id": "kitchen_04", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_04", "media_reference": "data/videos/robot/kitchen_04.mp4", "query_cutoff_clip": 15, "question": "What else ingredients does Joy need?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "三人曾约定好各自做自己喜欢的食物，于是去冰箱确认了自己需要什么食材，然后Joy查看了一下菜谱后，说她的沙拉需要菠菜、鸡胸肉、黄瓜、土豆、芝士碎和最重要的藜麦。后来Grace帮Joy记录食材的时候，写下了黄瓜、藜麦、菠菜和鸡胸肉。因此还有芝士碎和土豆还没写。", "sample_id": "kitchen_04_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Chocolate", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "14:45", "group_id": "kitchen_04", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_04", "media_reference": "data/videos/robot/kitchen_04.mp4", "query_cutoff_clip": 28, "question": "What dessert will Blaze make?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Blaze曾突然说想用新买的模具做巧克力甜品，后来又问另外两人家里有没有巧克力，而且再后来Grace也确认了一遍Blaze想做的是巧克力，还建议她做草莓巧克力，Blaze还同意了。因此Blaze要做的甜品是巧克力。", "sample_id": "kitchen_04_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "29:18", "group_id": "kitchen_04", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_04", "media_reference": "data/videos/robot/kitchen_04.mp4", "query_cutoff_clip": 57, "question": "Did Grace manage to get the rice ready all at once?", "question_type": ["Person Understanding"], "rationale": "为了做饭团，Grace很早就把生米饭盛好，放到微波炉里蒸。但是当她想起要把米饭拿出来的时候，她才发现自己根本没插微波炉的插头。因此Grace并不是做每件事都细心。", "sample_id": "kitchen_04_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Raw onions.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:53", "group_id": "kitchen_04", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_04", "media_reference": "data/videos/robot/kitchen_04.mp4", "query_cutoff_clip": 68, "question": "What food does Joy hate?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Joy最后做沙拉时提到了蜂蜜芥末酱、番茄、生菜、芝士碎，酱油，橄榄油。而之前三人讨论各自的喜好时，Blaze明确提起过自己不喜欢橄榄和甜椒，特别强调了不喜欢一切有橄榄油的东西，Grace没有提出过讨厌的食物，但强调过很多次酱油是过期的。因此在Joy提到的材料里，橄榄油和酱油都是不能加的。", "sample_id": "kitchen_04_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Peanuts.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "40:41", "group_id": "kitchen_04", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_04", "media_reference": "data/videos/robot/kitchen_04.mp4", "query_cutoff_clip": 80, "question": "What kind of food is Grace allergic to?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Grace自己曾多次强调过酱油是过期的。三人讨论各自的口味时，Blaze明确提出过自己不喜欢橄榄和甜椒。在Grace准备食物时，Blaze也多次向Grace强调不要在食物里加橄榄油。而Joy虽然也有不喜欢的食物，但她确认过不会吃Grace的饭团。因此Grace的食物不能放的有橄榄油、甜椒和酱油。", "sample_id": "kitchen_04_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "40:41", "group_id": "kitchen_04", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_04", "media_reference": "data/videos/robot/kitchen_04.mp4", "query_cutoff_clip": 80, "question": "Are Blaze, Joy and Grace colleagues?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "刚开始没多久Blaze就问Joy参不参加明天公司组织的徒步，Joy说她差点忘了，然后这两人约好明天一起出门，今天一起做好明天的午餐。接着Joy又把Grace叫过来，向她确认是不是明天三人都一起去徒步，Grace说是的。后来三人都在计划和准备明天的徒步。因此这三人应该都在同一家公司，是同事关系。", "sample_id": "kitchen_04_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the bottom cabinet.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "06:18", "group_id": "kitchen_05", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_05", "media_reference": "data/videos/robot/kitchen_05.mp4", "query_cutoff_clip": 11, "question": "Where should the flour be placed, the top cabinet or the bottom cabinet?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction"], "rationale": "Helen说到一些重的东西放在下边的橱柜里，面粉属于重的东西，因此机器人把面粉放到了下边的橱柜里", "sample_id": "kitchen_05_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the countertop.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:31", "group_id": "kitchen_05", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_05", "media_reference": "data/videos/robot/kitchen_05.mp4", "query_cutoff_clip": 68, "question": "When Emma finished eating bread, where is the bread bag?", "question_type": ["Multi-Detail Reasoning"], "rationale": "在Helen把冰箱里的东西拿出来后，其中包括面包，Emma坐在桌边吃了这个面包后，随后把面包袋留在了桌子上，并没有扔进垃圾桶，最后是机器人扔进去的", "sample_id": "kitchen_05_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Short hair.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:31", "group_id": "kitchen_05", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_05", "media_reference": "data/videos/robot/kitchen_05.mp4", "query_cutoff_clip": 68, "question": "Does the younger sister between Helen and Emma have long or short hair?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Hop Reasoning", "Multi-Detail Reasoning"], "rationale": "首先需要确定谁是妹妹，在Helen打不开水时，寻求Emma的帮助，但Emma开玩笑说如果你能喊我一声姐姐，那我就帮你，Helen没有理她，让机器人帮她打开，可推断出Helen才是姐姐，Emma是妹妹，由视觉画面可知妹妹的Emma是短发", "sample_id": "kitchen_05_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Low.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:31", "group_id": "kitchen_05", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_05", "media_reference": "data/videos/robot/kitchen_05.mp4", "query_cutoff_clip": 68, "question": "Is Helen tall or low?", "question_type": ["Person Understanding", "Cross-Modal Reasoning"], "rationale": "Emma出场时，喊了前面女孩Helen，此时这个女孩正站在小凳子上拿柜子上边的物品，可知这个女孩叫Helen，个子不高", "sample_id": "kitchen_05_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Three categories.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:31", "group_id": "kitchen_05", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_05", "media_reference": "data/videos/robot/kitchen_05.mp4", "query_cutoff_clip": 68, "question": "How many categories are the items in the refrigerator classified?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Helen清理冰箱把里面的东西全部拿出后，自己先在桌面上整理了一下，把水放在一起，水果放在一起，蔬菜放在一起，再让机器人把它们从上到下放进冰箱，因此是3类", "sample_id": "kitchen_05_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "She is still a student.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:31", "group_id": "kitchen_05", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_05", "media_reference": "data/videos/robot/kitchen_05.mp4", "query_cutoff_clip": 68, "question": "Is the girl in blue jeans still ia student or already working？", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "需要首先根据视觉识别出蓝色牛仔裤的女孩是Emma，再根据Emma说到自己还要写作业，不想做家务时，被Helen威胁说你要是不帮我，就把你逃课的事告诉爸妈，可推断出Emma还是个学生", "sample_id": "kitchen_05_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Emma.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:31", "group_id": "kitchen_05", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_05", "media_reference": "data/videos/robot/kitchen_05.mp4", "query_cutoff_clip": 68, "question": "Who is used to buying large packages of snack？Helen or Emma?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Emma把桌上的薯片吃了两口就不吃了，同意机器人把剩下的半袋扔掉，Helen说你别再买这么大包的零食了，吃不完，很浪费，由此推断出Emma习惯买大袋的零食", "sample_id": "kitchen_05_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Third shelf.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:27", "group_id": "kitchen_05", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_05", "media_reference": "data/videos/robot/kitchen_05.mp4", "query_cutoff_clip": 59, "question": "On which shelf from the top should this bowl of rice be placed in the refrigerator?", "question_type": ["General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "Helen命令机器人把桌上的东西按从左到右的顺序，从上到下地放到冰箱里，可以看到桌上的物品是按水、水果和饭菜这样的顺序排列的，乘大米的碗属于饭菜类，从上到下应放在第三层", "sample_id": "kitchen_05_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the third shelf.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:10", "group_id": "kitchen_05", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_05", "media_reference": "data/videos/robot/kitchen_05.mp4", "query_cutoff_clip": 61, "question": "From top to bottom, on which shelf should these vegetables be placed in the refrigerator?", "question_type": ["General Knowledge Extraction"], "rationale": "前面Helen已经让机器人把桌上的东西摆放进冰箱，摆放完的顺序是由上到下水在第一层、水果在第二层、饭菜在第三层，机器人已经知晓了这一信息，因此会把蔬菜也放到第三层", "sample_id": "kitchen_05_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Beside the sink in the small room next to the kitchen.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "33:31", "group_id": "kitchen_05", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_05", "media_reference": "data/videos/robot/kitchen_05.mp4", "query_cutoff_clip": 66, "question": "Where the cleaning tools be placed?", "question_type": ["General Knowledge Extraction"], "rationale": "Helen让机器人把清洁工具放回去，而这些清洁工具本就是机器人拿来的，它又放回了厨房旁边小房间的水槽边", "sample_id": "kitchen_05_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the sink in the small room next to the kitchen. ; On the sink in the storage room.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:00", "group_id": "kitchen_05", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_05", "media_reference": "data/videos/robot/kitchen_05.mp4", "query_cutoff_clip": 67, "question": "Where the white rag should be placed?", "question_type": ["General Knowledge Extraction"], "rationale": "Helen一开始让机器人从储物间拿来拖布和抹布，机器人从而知晓了这两样物品的位置，因此在放回去时，也知道应该放回原位，也就是厨房旁边小房间的水槽上视频中机器人拿取以及放置抹布都是在储物间的洗脸池边上，参考答案提及的厨房旁的小房间就是储物间，所以同学答案和参考答案均正确。", "sample_id": "kitchen_05_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Beside the refrigerator.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:31", "group_id": "kitchen_05", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_05", "media_reference": "data/videos/robot/kitchen_05.mp4", "query_cutoff_clip": 68, "question": "Where are the vegetables that Helen bought before putting them in the refrigerator？", "question_type": ["Multi-Hop Reasoning", "Multi-Detail Reasoning"], "rationale": "在机器人把Helen买来的蔬菜放进冰箱前，这些蔬菜一开始在地上，后来又被Helen拿到了水槽旁刚开始Helen买回来蔬菜放在了冰箱旁边，之后又拿到了操作台上（位置来说还是在冰箱旁边）所以该问题同学答案更为准确。", "sample_id": "kitchen_05_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the first shelf.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:31", "group_id": "kitchen_05", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_05", "media_reference": "data/videos/robot/kitchen_05.mp4", "query_cutoff_clip": 68, "question": "From top to bottom, on which shelf should the water be placed in the refrigerator?", "question_type": ["General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "Helen令机器人把桌上的东西从左到右分别从上到下地摆放进冰箱，可以看到桌上的东西顺序是水、水果和蔬菜，因此摆放进冰箱的顺序也是水在第一层，水果在第二层，蔬菜在第三层", "sample_id": "kitchen_05_Q13", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Convenient noodle, rice box, snacks, detergent and sausage.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:31", "group_id": "kitchen_05", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_05", "media_reference": "data/videos/robot/kitchen_05.mp4", "query_cutoff_clip": 68, "question": "What's in the bottom cabinet at the beginning?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "Helen先从下面的柜子里拿出了方便面，香肠，零食，随后Emma进来，Helen开始与她交谈，又把洗洁精，米箱放到地上，最后又拿到了桌子上", "sample_id": "kitchen_05_Q14", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Sister.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:31", "group_id": "kitchen_05", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_05", "media_reference": "data/videos/robot/kitchen_05.mp4", "query_cutoff_clip": 68, "question": "What's the relationship between Helen and Emma?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Helen想让Emma帮她收拾时，Emma不愿意，Helen就威胁她说你要是不做我就把你逃课去干别的事情这件事告诉爸妈，这里Helen并没有说告诉你爸妈，这说明她们的爸妈是同一个人，是姐妹关系", "sample_id": "kitchen_05_Q15", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the first drawer of the cabinet next to the refrige.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "08:57", "group_id": "kitchen_07", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_07", "media_reference": "data/videos/robot/kitchen_07.mp4", "query_cutoff_clip": 16, "question": "Where is the coffee powder originally placed?", "question_type": ["Cross-Modal Reasoning"], "rationale": "Alan刚出场就在冰箱旁边的抽屉寻找咖啡粉，但是没找到，于是问咖啡粉去哪了，Amy说没有了。后来Jennie在冰箱无意发现咖啡时，Alan很惊讶，还质问Amy。因此咖啡粉原本应该放在冰箱隔壁的抽屉，而不是冰箱里。都可以，可以说 在柜子的第一层抽屉，也可以直接说抽屉；无法改问题，使得参考答案是唯一答案", "sample_id": "kitchen_07_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No, she dislikes her job.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:49", "group_id": "kitchen_07", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_07", "media_reference": "data/videos/robot/kitchen_07.mp4", "query_cutoff_clip": 60, "question": "Does Alan like her job?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Alan出场后就在找咖啡粉，因为她的工作太让人筋疲力尽了，她必须要喝咖啡。没有咖啡喝时她非常崩溃。与Jennie聊起她的工作时，她说工作很累，但是她别无选择，因为她必须赚钱。因此Alan不喜欢她的工作，但是没得选。", "sample_id": "kitchen_07_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Outdoor activities", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:49", "group_id": "kitchen_07", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_07", "media_reference": "data/videos/robot/kitchen_07.mp4", "query_cutoff_clip": 60, "question": "What kind of activities does Jennie like?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Jennie放学后要和同学们一起打羽毛球。还拍了很多在户外的照片分享给姐姐看。而且她还跟Alan说这个暑假想去动物园，Alan说不一定有空时，她比较伤心，然后Alan说尽量抽空。因此Jennie喜欢在户外的活动。", "sample_id": "kitchen_07_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:49", "group_id": "kitchen_07", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_07", "media_reference": "data/videos/robot/kitchen_07.mp4", "query_cutoff_clip": 60, "question": "Does Amy have a good temper?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Amy劝Alan不要喝太多咖啡时，Alan对着Amy发了脾气，还说：你这个女人只喜欢责备。但Amy没有生气，在Alan说要提神时还给她拿了茶，关心她的身体。后来Alan道歉时，Amy也说没什么。Alan与Jennie偷偷把曲奇饼干放到背包被Amy发现后，Amy也没有生气，只是笑着让她们拿出来。因此Amy的脾气好。", "sample_id": "kitchen_07_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Amy", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:49", "group_id": "kitchen_07", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_07", "media_reference": "data/videos/robot/kitchen_07.mp4", "query_cutoff_clip": 60, "question": "Who is the busiest,Jennie,Amy or Alan?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Amy说要做早餐，其他两人没有帮忙，三人吃完早餐后只剩Amy在整理。而且Amy曾提过她很累，总是急急忙忙地赶deadlines。相反，Jennie还有很多时间和同学和朋友们一起玩。Alan也没有做家务。因此推测Amy是最忙的。", "sample_id": "kitchen_07_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "08:57", "group_id": "kitchen_07", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_07", "media_reference": "data/videos/robot/kitchen_07.mp4", "query_cutoff_clip": 16, "question": "Is Amy willing to give Alan coffe powder?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Alan找不到咖啡粉，Amy跟她说没有咖啡粉了。然后Alan说想喝东西提神时，Amy给她拿了茶叶。后来Jennie在冰箱发现了咖啡粉，Amy承认其实还有咖啡粉，她问Alan还喝不喝时，Alan说不喝，于是她说：你没有咖啡也能存活。因此Amy是不想让Alan喝咖啡的。", "sample_id": "kitchen_07_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the first drawer of the cabinet next to the refrige.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "10:00", "group_id": "kitchen_07", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_07", "media_reference": "data/videos/robot/kitchen_07.mp4", "query_cutoff_clip": 19, "question": "Where should the robot place the coffee powder back?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Alan出场时就到冰箱旁的抽屉寻找咖啡粉，然后Amy说没有了。后来Jennie在冰箱发现了咖啡粉，于是Amy承认了是她装作咖啡粉没有了。Amy说要放回之前的位置，因此咖啡粉应放回冰箱旁的柜子。都可以，可以说 在柜子的第一层抽屉，也可以直接说抽屉；无法改问题，使得参考答案是唯一答案", "sample_id": "kitchen_07_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the drawer of the upper level of fridge", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "23:40", "group_id": "kitchen_07", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_07", "media_reference": "data/videos/robot/kitchen_07.mp4", "query_cutoff_clip": 46, "question": "Where should the robot place the cookie?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Jennie曾在冰箱拿出曲奇饼干，问Amy能不能吃，Amy说不能，结果她和Alan偷偷放进了书包里。因此应该把曲奇饼干放回冰箱。", "sample_id": "kitchen_07_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Coffee.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:49", "group_id": "kitchen_07", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_07", "media_reference": "data/videos/robot/kitchen_07.mp4", "query_cutoff_clip": 60, "question": "What drink does Alan like?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Alan出场就在找咖啡粉，说喝了才能精神。但是没有咖啡喝时，Alan喝了Amy给的茶，而且说喝了茶后感觉很好。后来她又说要带冰箱里的牛奶去上班。因此她喜欢的饮品有咖啡、茶和牛奶。她喝了茶，说感觉精神了， 也说要带牛奶，但没有说很喜欢这俩，一直说喜欢的就只有咖啡。", "sample_id": "kitchen_07_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:49", "group_id": "kitchen_07", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_07", "media_reference": "data/videos/robot/kitchen_07.mp4", "query_cutoff_clip": 60, "question": "Do both Alan and Jennie like the vegetable salad?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Alan曾问Amy在做什么，Amy说准备做蔬菜沙拉，然后Alan说：好吧，沙拉。Jennie吃沙拉时甚至说不懂为什么要吃这种东西。而且两人都没怎么吃桌上的沙拉。因此两人都不喜欢沙拉。", "sample_id": "kitchen_07_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Snacks", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:49", "group_id": "kitchen_07", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_07", "media_reference": "data/videos/robot/kitchen_07.mp4", "query_cutoff_clip": 60, "question": "What kind of food does Jennie like?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Amy在做蔬菜沙拉时，Jennie说又是蔬菜。后来在吃蔬菜沙拉时，Jennie说不懂为什么要吃这种难吃的东西。而且，Jennie想吃曲奇饼干，虽然Amy说不能在早上吃，结果她和Alan还是偷偷放进了书包。因此她喜欢吃零食，不喜欢有营养的食物。", "sample_id": "kitchen_07_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Twice", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:49", "group_id": "kitchen_07", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_07", "media_reference": "data/videos/robot/kitchen_07.mp4", "query_cutoff_clip": 60, "question": "How many times was the mop used?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Amy跟Alan说完咖啡上瘾不是件好事后没多久，便去拿拖把拖了地。准备吃早餐时Amy说地上有点水，然后又去拿拖把拖了地。拖把总共用了两次。", "sample_id": "kitchen_07_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "One.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:49", "group_id": "kitchen_07", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_07", "media_reference": "data/videos/robot/kitchen_07.mp4", "query_cutoff_clip": 60, "question": "How many drinks altogether did Alan have today?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Alan说一定要喝点东西提神时，喝了Amy拿给她的茶。因此发现咖啡后，Alan说喝了茶感觉很好了，不用喝咖啡了。后来Alan还说要喝牛奶，还把牛奶提前拿出来以免忘记拿。一共是两种。她只是说要带一瓶牛奶去公司，目前还没喝，带去了也不一定是今天喝，所以倾向于一种。", "sample_id": "kitchen_07_Q13", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "on the table", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "01:07", "group_id": "kitchen_09", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_09", "media_reference": "data/videos/robot/kitchen_09.mp4", "query_cutoff_clip": 1, "question": "where is Alan's glass cup？", "question_type": ["General Knowledge Extraction"], "rationale": "Alan拿了桌子上的水杯开始喝水，所以桌子上的是她的水杯，位置没有移动", "sample_id": "kitchen_09_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes,she does.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "36:22", "group_id": "kitchen_09", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_09", "media_reference": "data/videos/robot/kitchen_09.mp4", "query_cutoff_clip": 71, "question": "Does Alan stick to work out recently?", "question_type": ["Person Understanding"], "rationale": "alan自己表示最近经常去健身，同时现在要去体育馆坚持健身参考答案不完整", "sample_id": "kitchen_09_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "She did exercise without eating", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "36:22", "group_id": "kitchen_09", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_09", "media_reference": "data/videos/robot/kitchen_09.mp4", "query_cutoff_clip": 71, "question": "why did rose feel uncomfortable?", "question_type": ["Person Understanding"], "rationale": "rose说再也不空腹运动了，由此推测他是因为空腹", "sample_id": "kitchen_09_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "milk", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "36:22", "group_id": "kitchen_09", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_09", "media_reference": "data/videos/robot/kitchen_09.mp4", "query_cutoff_clip": 71, "question": "what did rose drink in the morning finally？", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "最开始三个人准备的都是咖啡，alan让rose喝有营养的牛奶", "sample_id": "kitchen_09_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "egg", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "36:22", "group_id": "kitchen_09", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_09", "media_reference": "data/videos/robot/kitchen_09.mp4", "query_cutoff_clip": 71, "question": "what has been overcooked in the breakfast", "question_type": ["Multi-Detail Reasoning"], "rationale": "视频最后可以看出，所有的食物只有鸡蛋糊了", "sample_id": "kitchen_09_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Alan", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "36:22", "group_id": "kitchen_09", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_09", "media_reference": "data/videos/robot/kitchen_09.mp4", "query_cutoff_clip": 71, "question": "Who cares most about tidiness, Alan, Rose or Jason?", "question_type": ["Person Understanding", "Multi-Hop Reasoning", "Multi-Detail Reasoning"], "rationale": "alan在视频开始，大家都没有开始做早饭的时候就把锅洗了一遍，同时在做早饭的过程中也在帮忙扔垃圾打扫厨房卫生，保证整洁", "sample_id": "kitchen_09_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Rose", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "01:48", "group_id": "kitchen_09", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_09", "media_reference": "data/videos/robot/kitchen_09.mp4", "query_cutoff_clip": 2, "question": "Who's up the latest，Alan, Jason or Rose?", "question_type": ["Multi-Hop Reasoning", "Multi-Detail Reasoning"], "rationale": "最开始alan掀起来坐在餐桌旁边，叫他们两个起来，然后Jason过来了，最后才是Rose说明rose起的最晚", "sample_id": "kitchen_09_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "creamy macaroni", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "03:57", "group_id": "kitchen_09", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_09", "media_reference": "data/videos/robot/kitchen_09.mp4", "query_cutoff_clip": 6, "question": "which ingredient doesn't fit them", "question_type": ["Cross-Modal Reasoning"], "rationale": "Alan说从今天开始吃减脂餐，所以奶油通心粉热量较高，不适合他们", "sample_id": "kitchen_09_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "shrimp，eggs", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "12:24", "group_id": "kitchen_09", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_09", "media_reference": "data/videos/robot/kitchen_09.mp4", "query_cutoff_clip": 23, "question": "which ingredients should be prepared", "question_type": ["Multi-Detail Reasoning"], "rationale": "Jason打算做一个虾仁鸡蛋卷，因此需要鸡蛋，和虾仁，虾仁需要先泡水解冻", "sample_id": "kitchen_09_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "banana", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "16:54", "group_id": "kitchen_09", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_09", "media_reference": "data/videos/robot/kitchen_09.mp4", "query_cutoff_clip": 32, "question": "which ingredient can be picked", "question_type": ["Multi-Detail Reasoning"], "rationale": "jason给拿了巧克力但是怕胖不敢吃所以要健康食物，因此可以选择香蕉", "sample_id": "kitchen_09_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Throw into the trash can.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "18:28", "group_id": "kitchen_09", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_09", "media_reference": "data/videos/robot/kitchen_09.mp4", "query_cutoff_clip": 35, "question": "how should the overcooked egg be dealt with", "question_type": ["General Knowledge Extraction"], "rationale": "前面rose处理食材时把不用的部分扔到了灰色垃圾桶里，因此糊了的鸡蛋也应该放进灰色垃圾桶", "sample_id": "kitchen_09_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Spray the pan with an adequate amount of oil.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "20:21", "group_id": "kitchen_09", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_09", "media_reference": "data/videos/robot/kitchen_09.mp4", "query_cutoff_clip": 39, "question": "What points should be paid attention when pouring the egg mixture into the pan?", "question_type": ["Multi-Hop Reasoning"], "rationale": "之前alan煎蛋的时候就先放了少许油，因此机器人也需要注意先放油，否则就会糊了alan喷油3次，机器人喷油5-6次，因此需要喷足量的油防止鸡蛋糊锅", "sample_id": "kitchen_09_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the first drawer beneath the kitchen countertop.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "25:44", "group_id": "kitchen_09", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_09", "media_reference": "data/videos/robot/kitchen_09.mp4", "query_cutoff_clip": 50, "question": "where can the cup be got?", "question_type": ["General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "Alan先前从第一层橱柜拿出了Jason和rose的杯子参考答案位置模糊", "sample_id": "kitchen_09_Q13", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "in the first level of the upper fridge from the bottom", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "25:44", "group_id": "kitchen_09", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_09", "media_reference": "data/videos/robot/kitchen_09.mp4", "query_cutoff_clip": 50, "question": "Which level of the fridge can the milk be got?", "question_type": ["General Knowledge Extraction"], "rationale": "从之前打开冰箱的片段可以看出牛奶放在冰箱上层从下面开始数的第一层", "sample_id": "kitchen_09_Q14", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "01:05", "group_id": "kitchen_10", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_10", "media_reference": "data/videos/robot/kitchen_10.mp4", "query_cutoff_clip": 1, "question": "Is Liam used to putting down his briefcase first when he gets home?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Liam回到家后首先把钥匙放到客厅的架子上，然后把公文包放到餐厅的柜子上，再去装杯水喝，最后打开电脑开始办公。因此他做的第一件事不是放下公文包。", "sample_id": "kitchen_10_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "5", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "32:14", "group_id": "kitchen_10", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_10", "media_reference": "data/videos/robot/kitchen_10.mp4", "query_cutoff_clip": 63, "question": "How many things were taken from the fridge?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Alice说想喝果汁，于是Liam从冰箱拿出给她喝，然后Alice说想吃零食，蛋糕被拿出给她当零食吃。Alice说想吃草莓，草莓也被拿了出来。为了准备晚餐，胡萝卜和牛肉也被拿了出来。因此一共从冰箱拿了五样东西。", "sample_id": "kitchen_10_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "32:14", "group_id": "kitchen_10", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_10", "media_reference": "data/videos/robot/kitchen_10.mp4", "query_cutoff_clip": 63, "question": "Was Liam very busy at work?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Liam刚到家就拿出电脑开始工作。Alice问Liam今天过得怎么样，Liam回答说还好，就是工作。而且Liam吃饭时也还在用电脑工作。因此Liam工作比较忙。", "sample_id": "kitchen_10_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "32:14", "group_id": "kitchen_10", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_10", "media_reference": "data/videos/robot/kitchen_10.mp4", "query_cutoff_clip": 63, "question": "Will Alice and Liam contain their feelings for each other?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Alice为Liam准备了礼物，Liam打开礼物后很惊喜，还与Alice互相拥抱。Liam会对Alice今天来他家玩表达感谢，Alice会为今天让Liam做了很多事而感到抱歉，说她不想让Liam这么辛苦。但Liam仍然说今天很愉快，于是两人又拥抱在了一起。因此两人都不会隐藏对对方的感情", "sample_id": "kitchen_10_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Not good", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "32:14", "group_id": "kitchen_10", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_10", "media_reference": "data/videos/robot/kitchen_10.mp4", "query_cutoff_clip": 63, "question": "Is Liam's memory GOOD?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Liam进门后忘记关门，想起来之后让机器人帮他关门。而且他也不记得自己的冰箱里是否还有昨天的草莓。给Alice开门时，他急急忙忙地把电脑放到了结婚照下的架子上，后来他就忘记在哪了。因此他的记忆力不算好。", "sample_id": "kitchen_10_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the shelf below the wedding photo", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "04:41", "group_id": "kitchen_10", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_10", "media_reference": "data/videos/robot/kitchen_10.mp4", "query_cutoff_clip": 8, "question": "which shelf can the robot get the computer?", "question_type": ["General Knowledge Extraction"], "rationale": "Liam想去为Alice开门时，急急忙忙地把电脑收拾在了电脑包里，然后放到了客厅结婚照下面的架子上。", "sample_id": "kitchen_10_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the fridge", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "08:09", "group_id": "kitchen_10", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_10", "media_reference": "data/videos/robot/kitchen_10.mp4", "query_cutoff_clip": 15, "question": "Where are the carrots?", "question_type": ["General Knowledge Extraction"], "rationale": "Liam早前对Alice说过冰箱里只有牛肉和胡萝卜。因此胡萝卜应该在冰箱里。", "sample_id": "kitchen_10_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the cutting board beside the kettle ; On the countertop to the left of the kitchen.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "20:10", "group_id": "kitchen_10", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_10", "media_reference": "data/videos/robot/kitchen_10.mp4", "query_cutoff_clip": 39, "question": "Where can the robot get the meat?", "question_type": ["General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "Alice早前把牛肉切好了，牛肉还在砧板上，而且Alice曾用手指示意，让Liam知道切好的牛肉在水壶隔壁的砧板上。答案均模糊", "sample_id": "kitchen_10_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the bowl ; Next to the meat.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "22:13", "group_id": "kitchen_10", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_10", "media_reference": "data/videos/robot/kitchen_10.mp4", "query_cutoff_clip": 43, "question": "Where can the robot get the cut carrots?", "question_type": ["General Knowledge Extraction"], "rationale": "Alice把胡萝卜切好后，放到了碗里，而且还示意过Liam，让他知道切好的萝卜在碗里。给出答案为空间位置，参考答案模糊。", "sample_id": "kitchen_10_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "32:14", "group_id": "kitchen_10", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_10", "media_reference": "data/videos/robot/kitchen_10.mp4", "query_cutoff_clip": 63, "question": "Does Alice like the meals made by Liam?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Liam煮菜时曾问Alice觉得怎么样，食物闻起来怎么样。Alice回答说：闻起来太香了，你好厉害。在品尝过程中，Alice多次称赞Liam厨艺精湛。综上Alice总是称赞Liam做的菜，因此她很喜欢liam做的菜", "sample_id": "kitchen_10_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Strawberry", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "32:14", "group_id": "kitchen_10", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_10", "media_reference": "data/videos/robot/kitchen_10.mp4", "query_cutoff_clip": 63, "question": "What fruit will Liam bring to Alice if he needs to treat Alice?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Liam曾表示自己知道Alice喜欢吃草莓，Alice也曾两次对Liam表达自己对草莓的喜爱。因此如果要招待Alice，Liam会选择草莓。", "sample_id": "kitchen_10_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "4", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "32:14", "group_id": "kitchen_10", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_10", "media_reference": "data/videos/robot/kitchen_10.mp4", "query_cutoff_clip": 63, "question": "How many kinds of food did Alice eat?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Alice曾说想吃零食，Liam从冰箱拿了蛋糕给她。Liam说冰箱有牛肉和胡萝卜，Alice说都喜欢，于是两人晚餐吃了胡萝卜和牛肉。看电影时又吃了草莓。因此Alice一共吃了四种东西。", "sample_id": "kitchen_10_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "2", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "32:14", "group_id": "kitchen_10", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_10", "media_reference": "data/videos/robot/kitchen_10.mp4", "query_cutoff_clip": 63, "question": "How many drinks did Alice have?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Alice刚来到时，Liam问她想喝什么，Alice就说想喝果汁，然后Liam从冰箱拿了给她。后来Liam问她想不想喝茶，她说想喝绿茶，于是Liam又给她泡了绿茶。因此一共喝了两种饮品。", "sample_id": "kitchen_10_Q13", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "The grey chopping board.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "13:46", "group_id": "kitchen_11", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_11", "media_reference": "data/videos/robot/kitchen_11.mp4", "query_cutoff_clip": 26, "question": "Which chopping board should be used to cut orange?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Mickey在绿色案板上切了火腿肠，切完后，她换了个灰色案板，又从冰箱里拿出了蔬菜，可知绿色案板是切肉类的，灰色是切水果蔬菜的", "sample_id": "kitchen_11_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Micky.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "38:19", "group_id": "kitchen_11", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_11", "media_reference": "data/videos/robot/kitchen_11.mp4", "query_cutoff_clip": 75, "question": "Who values order and cleanliness more? Micky or Alice?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Micky要求使用杯垫，注重秩序，并且要求Alice用完杯子马上就清洗干净收起来，注重干净", "sample_id": "kitchen_11_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "38:19", "group_id": "kitchen_11", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_11", "media_reference": "data/videos/robot/kitchen_11.mp4", "query_cutoff_clip": 75, "question": "Does Alice like dogs?", "question_type": ["Person Understanding", "Cross-Modal Reasoning"], "rationale": "在杂志上看到哈士奇的图片时，Alice就和micky说想养一只哈士奇，虽然再三被拒，她还是坚持自己的想法，是个爱狗的人", "sample_id": "kitchen_11_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "38:19", "group_id": "kitchen_11", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_11", "media_reference": "data/videos/robot/kitchen_11.mp4", "query_cutoff_clip": 75, "question": "Does Micky like feeding pets?", "question_type": ["Person Understanding"], "rationale": "即使面对Alice想养狗的强烈愿望，micky也不断拒绝她的请求，说出了一系列的缺点，不喜欢养宠物", "sample_id": "kitchen_11_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Feeding a dog or not.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "38:19", "group_id": "kitchen_11", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_11", "media_reference": "data/videos/robot/kitchen_11.mp4", "query_cutoff_clip": 75, "question": "What topic did Alice keep discussing with Micky after she saw a Husky in a book?", "question_type": ["Person Understanding"], "rationale": "Alice非常想养一只狗，虽然micky一直没有同意，但Alice也没有放弃这个想法，她们还会再讨论这个话题", "sample_id": "kitchen_11_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Micky.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "38:19", "group_id": "kitchen_11", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_11", "media_reference": "data/videos/robot/kitchen_11.mp4", "query_cutoff_clip": 75, "question": "Who is more industrious? Micky or Alice?", "question_type": ["Person Understanding", "Multi-Hop Reasoning", "Multi-Detail Reasoning"], "rationale": "micky为Alice准备早餐，而Alice大部分时间只在一边坐着，在已经知道要去野餐时，也没有任何动作，micky更勤快", "sample_id": "kitchen_11_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Tomato.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "38:19", "group_id": "kitchen_11", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_11", "media_reference": "data/videos/robot/kitchen_11.mp4", "query_cutoff_clip": 75, "question": "What food does Alice hate?", "question_type": ["Person Understanding"], "rationale": "在机器人准备把西红柿当野餐餐食时，Alice非常不高兴，她不喜欢西红柿", "sample_id": "kitchen_11_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "38:19", "group_id": "kitchen_11", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_11", "media_reference": "data/videos/robot/kitchen_11.mp4", "query_cutoff_clip": 75, "question": "Is the coaster used when Alice uses cup?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "前面在Alice喝果汁时，micky看到后对她说我和你说过杯子下面一定要用杯垫，可见Alice没用杯垫", "sample_id": "kitchen_11_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the last floor of the cabinet.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "17:01", "group_id": "kitchen_11", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_11", "media_reference": "data/videos/robot/kitchen_11.mp4", "query_cutoff_clip": 33, "question": "On which shelf from the top is the plate in the cabinet?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "在前面切完橙子后，机器人开始找容器装起来，打开橱柜的第一层，里面是刀具，它打开最后一层时才是盘子，在micky再次让机器人拿来盘子时，它能准确地知道是在最后一层", "sample_id": "kitchen_11_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Wash it and put it on the topmost cabinet.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "18:27", "group_id": "kitchen_11", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_11", "media_reference": "data/videos/robot/kitchen_11.mp4", "query_cutoff_clip": 35, "question": "How to deal with the cup Alice using to drink orange juice?", "question_type": ["Multi-Detail Reasoning"], "rationale": "前面Micky对Alice提到过用完的杯子要放到橱柜的最上方，因此在让机器人处理时，她先冲洗了一下，随后放进了柜子最上面", "sample_id": "kitchen_11_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Coaster.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "22:26", "group_id": "kitchen_11", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_11", "media_reference": "data/videos/robot/kitchen_11.mp4", "query_cutoff_clip": 43, "question": "What should be prepared when using cup?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction"], "rationale": "前面在Alice喝果汁时，micky看到后对她说你又没用杯垫，我和你说过杯子下面一定要用杯垫，所以杯垫是必要的", "sample_id": "kitchen_11_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Orange juice.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "26:05", "group_id": "kitchen_11", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_11", "media_reference": "data/videos/robot/kitchen_11.mp4", "query_cutoff_clip": 51, "question": "Which juice should be choosen?", "question_type": ["Multi-Detail Reasoning"], "rationale": "放果汁的地方有橙汁和山楂汁，但前面Alice喝了橙汁，说明她比较喜欢喝橙汁，所以选择带橙汁更好", "sample_id": "kitchen_11_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Pads, picnic baskets, and sunshades.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:26", "group_id": "kitchen_11", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_11", "media_reference": "data/videos/robot/kitchen_11.mp4", "query_cutoff_clip": 61, "question": "What picnic items need to be taken?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "前面Alice问Micky有哪些东西需要带的，Micky无奈地说你怎么回事，当然是带垫子、野餐篮还有遮阳伞这些,所以这里机器人拿的就是垫子、野餐篮还有遮阳伞", "sample_id": "kitchen_11_Q13", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the dinning table.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "38:07", "group_id": "kitchen_11", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_11", "media_reference": "data/videos/robot/kitchen_11.mp4", "query_cutoff_clip": 75, "question": "Where is the sun hat?", "question_type": ["General Knowledge Extraction"], "rationale": "Alice最后没有把餐桌上的帽子拿走，她的帽子取来后就放在了餐桌上", "sample_id": "kitchen_11_Q14", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Bread with jam.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "38:19", "group_id": "kitchen_11", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_11", "media_reference": "data/videos/robot/kitchen_11.mp4", "query_cutoff_clip": 75, "question": "What is the main dish for the picnic?", "question_type": ["Multi-Hop Reasoning", "Multi-Detail Reasoning"], "rationale": "micky为Alice做了三明治，说明机器人已经知道家里是有面包的，打开冰箱发现了果酱，所以可以准备果酱面包", "sample_id": "kitchen_11_Q15", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Tomato flavor", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "01:55", "group_id": "kitchen_14", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_14", "media_reference": "data/videos/robot/kitchen_14.mp4", "query_cutoff_clip": 2, "question": "What Luna's favorite chips flavor?", "question_type": ["Person Understanding", "Cross-Modal Reasoning"], "rationale": "Luna曾到柜子找薯片，边找边说有烧烤、蜂蜜和土豆味的薯片，最后拿了她最爱的土豆风味出来吃。", "sample_id": "kitchen_14_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "40:40", "group_id": "kitchen_14", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_14", "media_reference": "data/videos/robot/kitchen_14.mp4", "query_cutoff_clip": 80, "question": "Did Grace pratice good hygiene?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Grace在桌上看到Luna留下的垃圾时，帮她扔进了垃圾桶。后来在地上看到Luna留下的碎屑时，又拿纸巾帮她擦干净。而且她看到冰箱的土豆坏了之后，会立刻发出指令说要扔掉，做饭前也说要先清干净厨房。因此可以看出Grace的卫生习惯比较好。", "sample_id": "kitchen_14_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "40:40", "group_id": "kitchen_14", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_14", "media_reference": "data/videos/robot/kitchen_14.mp4", "query_cutoff_clip": 80, "question": "Did Luna pratice good hygiene?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Grace曾在桌上发现Luna留下的垃圾，还说她应该扔进垃圾桶的。后来Grace又在地上看见了Luna留下的碎屑，Luna说：下次清，下次清，Grace说她每次都只会说下次下次。再后来Grace又发现冰箱的土豆已经坏了，Luna说是好几天前买的。而且Luna每次吃薯片都会搞得满地都是碎屑。因此可以看出Luna的卫生习惯不好。", "sample_id": "kitchen_14_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Snacks and Sweets", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "40:40", "group_id": "kitchen_14", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_14", "media_reference": "data/videos/robot/kitchen_14.mp4", "query_cutoff_clip": 80, "question": "What's Luna's dietary preference?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "刚开始Luna找了一包薯片出来吃，还拿的是自己最喜欢的土豆风味。后来两人谈及晚餐时，Luna让Grace给她做饼干，Grace说那饼干不需要加糖吧，Luna说要，要加点蜂蜜让饼干变得更甜。而且Luna后来又去拿薯片吃。因此Luna的饮食偏好是甜食和零食。", "sample_id": "kitchen_14_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "40:40", "group_id": "kitchen_14", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_14", "media_reference": "data/videos/robot/kitchen_14.mp4", "query_cutoff_clip": 80, "question": "Does Luna like cookies with pepper?", "question_type": ["Person Understanding"], "rationale": "两人在吃饼干时，Grace曾说她想加点胡椒粉，然后Luna很惊讶地说：胡椒粉？你确定？言下之意就是她觉得这样的搭配很奇怪。后来Grace问Luna喜不喜欢加胡椒粉，Luna犹豫了一下之后说：我觉得可以吧。没有正面回答喜不喜欢，只是说可以这么做。因此Luna应该是不喜欢往饼干里加胡椒粉的。", "sample_id": "kitchen_14_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Milk", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "04:57", "group_id": "kitchen_14", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_14", "media_reference": "data/videos/robot/kitchen_14.mp4", "query_cutoff_clip": 8, "question": "What drink should the robot prepare for Grace?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "早前Grace得知有牛奶、啤酒和可乐后，笑了一下，说自己不像Luna，不会喝不健康的饮料。所以她应该要喝牛奶。", "sample_id": "kitchen_14_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Fruit salad and steak", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "9:28", "group_id": "kitchen_14", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_14", "media_reference": "data/videos/robot/kitchen_14.mp4", "query_cutoff_clip": 17, "question": "What dishes did Grace plan to make for dinner?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Grace得知晚餐可以做土豆沙拉和牛排之后，曾到冰箱查看食材。然后她发现土豆全坏了，还说:水果沙拉也不错。因此她应该计划做水果沙拉和牛排。", "sample_id": "kitchen_14_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "To lose weight and keep the body shape", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "10:53", "group_id": "kitchen_14", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_14", "media_reference": "data/videos/robot/kitchen_14.mp4", "query_cutoff_clip": 20, "question": "What's Grace's purpose of persuading Luna to eat healthily?", "question_type": ["Person Understanding", "Multi-Hop Reasoning", "Multi-Detail Reasoning"], "rationale": "Grace曾劝Luna别往饼干里加蜂蜜，因为她以前很瘦，可是她现在胖了很多，而且Grace还提醒她要控制体形，还说饼干需要低脂，要用橄榄油做饼干。因此Grace劝Luna健康饮食，是因为她希望Luna减点肥、维持体形。", "sample_id": "kitchen_14_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Because Luna always made somewhere dirty and never cleaned up.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "13:09", "group_id": "kitchen_14", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_14", "media_reference": "data/videos/robot/kitchen_14.mp4", "query_cutoff_clip": 25, "question": "Why was Grace angry with Luna?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "早前Grace帮Luna处理过很多次垃圾和食物残渣了，而且每次Grace叫Luna清理时，Luna都会推到下次。然后Luna这次吃薯片又弄得满地都是碎屑，但她仍然觉得没什么大不了的，丝毫没有打扫的意思，而是说让机器人去打扫就行。于是Grace就突然间勃然大怒了。因此她生气的原因应该是Luna总是弄脏很多地方，但是又从不清理。", "sample_id": "kitchen_14_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "The cabinet beside the washing machine.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "16:03", "group_id": "kitchen_14", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_14", "media_reference": "data/videos/robot/kitchen_14.mp4", "query_cutoff_clip": 31, "question": "Where should the chips be placed?", "question_type": ["General Knowledge Extraction"], "rationale": "Luna曾在洗衣机隔壁的柜子里拿出薯片，而现在Grace让她放回去，所以应该是放回那个柜子。", "sample_id": "kitchen_14_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Oat flour, honey, and olive oil", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "24:39", "group_id": "kitchen_14", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_14", "media_reference": "data/videos/robot/kitchen_14.mp4", "query_cutoff_clip": 48, "question": "What ingredients should be used to make cookies?", "question_type": ["General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "Luna曾让Grace用燕麦粉和黄油给她做饼干，然后Grace说那饼干不需要加糖吧，Luna说要加蜂蜜增加甜味，虽然Grace一开始持反对意见，但最后还是被说服了，同意了加蜂蜜，但是她说这个饼干一定要低脂，所以要用橄榄油，言下之意就是不用黄油了。因此饼干的制作将会用到燕麦粉、蜂蜜和橄榄油。", "sample_id": "kitchen_14_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "39:03", "group_id": "kitchen_14", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_14", "media_reference": "data/videos/robot/kitchen_14.mp4", "query_cutoff_clip": 77, "question": "Is Luna suitable for eating sweets?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Luna曾提到过自己头痛，要睡觉，甜食有加重头痛的概率。后来Luna说想加蜂蜜到饼干时，Grace还说她胖了很多，劝她不要加蜂蜜。虽然最后Grace同意了用蜂蜜，但她还是说控制体形很重要，言下之意就是为了维持Luna现在的体形，应该少吃甜食。因此Luna应该是不适合吃甜食的。", "sample_id": "kitchen_14_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Families", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "40:40", "group_id": "kitchen_14", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_14", "media_reference": "data/videos/robot/kitchen_14.mp4", "query_cutoff_clip": 80, "question": "What's Grace and Luna's relationship?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Luna曾向Grace提议一起养宠物，因此两人应该住在一起。后来Luna说她可以修好咖啡机之后，Grace说这是Luna对家庭的唯一贡献。再后来Grace打翻胡椒粉的时候，Luna笑着说：你也给家庭带来了个麻烦。因此两人应该是家人。", "sample_id": "kitchen_14_Q13", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the hook next to the sink.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "03:05", "group_id": "kitchen_15", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_15", "media_reference": "data/videos/robot/kitchen_15.mp4", "query_cutoff_clip": 5, "question": "Where was the original position of the towel?", "question_type": ["General Knowledge Extraction"], "rationale": "Annie从水槽旁的挂钩取下了毛巾使用，所以水槽旁的挂钩是毛巾最初放置的位置。", "sample_id": "kitchen_15_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the seasoning area next to the sink. ; On the spice rack above the cupboard.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "25:16", "group_id": "kitchen_15", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_15", "media_reference": "data/videos/robot/kitchen_15.mp4", "query_cutoff_clip": 49, "question": "Where should the robot get the chili powder from?", "question_type": ["General Knowledge Extraction"], "rationale": "根据视频，可以定位水槽旁边的调料区放了各种各样的调料瓶，辣椒粉摆在这个调料区的第一层。都是在说调料放的位置", "sample_id": "kitchen_15_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Thawing.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:45", "group_id": "kitchen_15", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_15", "media_reference": "data/videos/robot/kitchen_15.mp4", "query_cutoff_clip": 60, "question": "What is the purpose of soaking the turkey in the sink?", "question_type": ["General Knowledge Extraction"], "rationale": "火鸡泡在厨房水槽里的盆中，盆中放满了水，因此火鸡当时正在解冻，这是制作火鸡的第一步。", "sample_id": "kitchen_15_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:45", "group_id": "kitchen_15", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_15", "media_reference": "data/videos/robot/kitchen_15.mp4", "query_cutoff_clip": 60, "question": "Does the butter need to be refrigerated?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "Daisy从冰箱里拿出了黄油，机器人能够看到黄油在冰箱里，而且她们用过黄油之后说要放回去，所以机器人能够得知黄油需要冷藏。", "sample_id": "kitchen_15_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Wine, soy sauce, chili powder.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:45", "group_id": "kitchen_15", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_15", "media_reference": "data/videos/robot/kitchen_15.mp4", "query_cutoff_clip": 60, "question": "What's in the barbecue sauce?", "question_type": ["General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "她们先后用了酒、酱油和辣椒粉来制作烧烤酱，因此烧烤酱中有这些调料。", "sample_id": "kitchen_15_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Thawing - marinating - spreading sauce - baking. ; Wash the turkey, marinate it, stuff it with filling, and roast it.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:45", "group_id": "kitchen_15", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_15", "media_reference": "data/videos/robot/kitchen_15.mp4", "query_cutoff_clip": 60, "question": "What is the sequence of making the turkey?", "question_type": ["General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "根据视频，两位女孩制作火鸡先后经历了解冻-腌制-抹酱-烤制等一系列过程。解冻还是清洗-有待讨论，其他步骤一样，表达上面有细微差别。目前看，两种回答都可以。", "sample_id": "kitchen_15_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the seasoning area next to the sink.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "4:31", "group_id": "kitchen_15", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_15", "media_reference": "data/videos/robot/kitchen_15.mp4", "query_cutoff_clip": 8, "question": "Where did the robot get the bay leaves?", "question_type": ["General Knowledge Extraction"], "rationale": "Annie从水槽旁的调料区拿取粗盐、红糖、陈皮放入盆子中，因此可知调味料和香料都在水槽旁的调料区", "sample_id": "kitchen_15_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "The second compartment of the small refrigerator.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "14:24", "group_id": "kitchen_15", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_15", "media_reference": "data/videos/robot/kitchen_15.mp4", "query_cutoff_clip": 27, "question": "Where should the robot put the remaining butter back?", "question_type": ["General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "根据视频得知，使用过后的黄油还剩下一部分，放在了小冰箱第二格的第一层，黄油最初是从冰箱拿出的。", "sample_id": "kitchen_15_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the microwave oven.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "15:35", "group_id": "kitchen_15", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_15", "media_reference": "data/videos/robot/kitchen_15.mp4", "query_cutoff_clip": 30, "question": "Where should the robot take out the bowl containing butter?", "question_type": ["General Knowledge Extraction"], "rationale": "根据视频，装有黄油的碗放置在了微波炉中，机器人需要等黄油加热过后从微波炉中取出碗。", "sample_id": "kitchen_15_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the toolbox next to the refrigerator.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "20:43", "group_id": "kitchen_15", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_15", "media_reference": "data/videos/robot/kitchen_15.mp4", "query_cutoff_clip": 40, "question": "Where can the scissors be obtained?", "question_type": ["General Knowledge Extraction"], "rationale": "Annie从冰箱旁的工具箱中拿取厨房绳和棉线时，机器人就在旁边，可以看到剪刀也在工具箱里", "sample_id": "kitchen_15_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the toolbox next to the refrigerator.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "22:46", "group_id": "kitchen_15", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_15", "media_reference": "data/videos/robot/kitchen_15.mp4", "query_cutoff_clip": 44, "question": "Where should the robot put back the cotton thread?", "question_type": ["General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "棉线和厨房绳是Annie拿来的，且机器人看见了整个过程，机器人应该放回冰箱旁边的工具箱", "sample_id": "kitchen_15_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "From the cupboard under the spice rack.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "23:10", "group_id": "kitchen_15", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_15", "media_reference": "data/videos/robot/kitchen_15.mp4", "query_cutoff_clip": 45, "question": "Where should the robot get the bowl from?", "question_type": ["General Knowledge Extraction"], "rationale": "根据视频，水槽下面的橱柜里面放了各种各样的餐具，可以得知应该从橱柜里面拿碗。不是水槽下面的柜子，水槽在左边", "sample_id": "kitchen_15_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Because that bottle of brandy is not very good.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "24:01", "group_id": "kitchen_15", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_15", "media_reference": "data/videos/robot/kitchen_15.mp4", "query_cutoff_clip": 47, "question": "Why didn't they use the bottle of brandy?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "她们想使用白兰地，但是打开酒瓶之后感觉不是很好，机器人看到了，她们让机器人拿另一瓶酒，机器人听到了指令，可以推理出是因为之前的酒不好才换的。", "sample_id": "kitchen_15_Q13", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the wine rack next to the refrigerator. ; The second shelf of the rack that holds the candlesticks.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "24:01", "group_id": "kitchen_15", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_15", "media_reference": "data/videos/robot/kitchen_15.mp4", "query_cutoff_clip": 47, "question": "Where should the robot get the port wine from?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction"], "rationale": "前面Annie从冰箱旁的酒架上拿了白兰地，机器人看到了，所以Annie再让机器人拿其他酒的时候，机器人听到指令知道应该去酒架上拿。都可以，可以说红酒架，也可以说放置烛台的架子（因为也放了其他东西，且看起来不太像是红酒架）。", "sample_id": "kitchen_15_Q14", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Hand him a bandana to keep the kitchen hygienic", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "01:12", "group_id": "kitchen_16", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_16", "media_reference": "data/videos/robot/kitchen_16.mp4", "query_cutoff_clip": 1, "question": "What should the robot do when Anthony got in the kitchen?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Adam事先强调了在厨房戴头巾的重要性，所以在Anthony进入厨房后也递给他头巾", "sample_id": "kitchen_16_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "39:21", "group_id": "kitchen_16", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_16", "media_reference": "data/videos/robot/kitchen_16.mp4", "query_cutoff_clip": 77, "question": "Does Adam have high food hygiene requirements?", "question_type": ["Person Understanding"], "rationale": "他对卫生要求很高比如带头巾防止头发进入食物等", "sample_id": "kitchen_16_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Anthony.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "39:21", "group_id": "kitchen_16", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_16", "media_reference": "data/videos/robot/kitchen_16.mp4", "query_cutoff_clip": 77, "question": "Who is stronger, Adam or Anthony?", "question_type": ["Person Understanding", "Multi-Hop Reasoning"], "rationale": "Anthony可以帮 Adam拧开瓶子等，可以看出力气更大", "sample_id": "kitchen_16_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Steak.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "39:21", "group_id": "kitchen_16", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_16", "media_reference": "data/videos/robot/kitchen_16.mp4", "query_cutoff_clip": 77, "question": "What are Anthony and Adam most likely to eat for breakfast tomorrow?", "question_type": ["Multi-Detail Reasoning"], "rationale": "他们谈论的过程中表示吃了好多天三明治，想换成牛排", "sample_id": "kitchen_16_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "White.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "39:21", "group_id": "kitchen_16", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_16", "media_reference": "data/videos/robot/kitchen_16.mp4", "query_cutoff_clip": 77, "question": "Which color garbage can holds kitchen waste?", "question_type": ["General Knowledge Extraction"], "rationale": "鸡蛋壳和橙子皮等都放进了白色垃圾桶", "sample_id": "kitchen_16_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "39:21", "group_id": "kitchen_16", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_16", "media_reference": "data/videos/robot/kitchen_16.mp4", "query_cutoff_clip": 77, "question": "Does Adam have light tastes?", "question_type": ["Person Understanding"], "rationale": "Adam每天都要吃辣酱，因此是重口味的", "sample_id": "kitchen_16_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Dishwasher.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "07:16", "group_id": "kitchen_16", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_16", "media_reference": "data/videos/robot/kitchen_16.mp4", "query_cutoff_clip": 13, "question": "Where should the robot put the mixing bowl to wash it?", "question_type": ["General Knowledge Extraction"], "rationale": "Adam把所有的厨具放在洗碗机里，所以搅拌碗也应在洗碗机里", "sample_id": "kitchen_16_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "70g.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "10:31", "group_id": "kitchen_16", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_16", "media_reference": "data/videos/robot/kitchen_16.mp4", "query_cutoff_clip": 20, "question": "How much sugar should be weighed?", "question_type": ["General Knowledge Extraction"], "rationale": "和面粉一比一的比例", "sample_id": "kitchen_16_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Throw it in the white trash can.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "12:20", "group_id": "kitchen_16", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_16", "media_reference": "data/videos/robot/kitchen_16.mp4", "query_cutoff_clip": 23, "question": "What should the robot do with the piece of lemon?", "question_type": ["General Knowledge Extraction"], "rationale": "Anthony将蛋壳扔进白色垃圾桶，而柠檬皮也属于厨余垃圾应扔进白色垃圾桶", "sample_id": "kitchen_16_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Clean them first.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "14:30", "group_id": "kitchen_16", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_16", "media_reference": "data/videos/robot/kitchen_16.mp4", "query_cutoff_clip": 28, "question": "What should the robot do before using egg beater?", "question_type": ["General Knowledge Extraction"], "rationale": "Adam使用脏了的打蛋器时应该先清洗以免发生霉变。", "sample_id": "kitchen_16_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the fridge.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "18:23", "group_id": "kitchen_16", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_16", "media_reference": "data/videos/robot/kitchen_16.mp4", "query_cutoff_clip": 35, "question": "Where are the eggs?", "question_type": ["General Knowledge Extraction"], "rationale": "Adam用完以后把鸡蛋放回进冰箱里", "sample_id": "kitchen_16_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Wash kitchenware and put it back in its place.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "26:33", "group_id": "kitchen_16", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_16", "media_reference": "data/videos/robot/kitchen_16.mp4", "query_cutoff_clip": 52, "question": "How should the robot clean up the table?", "question_type": ["General Knowledge Extraction"], "rationale": "用完的厨具自然要清洗干净并放回原位", "sample_id": "kitchen_16_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "White trash.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "32:57", "group_id": "kitchen_16", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_16", "media_reference": "data/videos/robot/kitchen_16.mp4", "query_cutoff_clip": 64, "question": "Where should the uneaten food be threw?", "question_type": ["General Knowledge Extraction"], "rationale": "厨余垃圾扔进白色垃圾桶", "sample_id": "kitchen_16_Q13", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Put them back in Cabinet under the gas stove.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "39:21", "group_id": "kitchen_16", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_16", "media_reference": "data/videos/robot/kitchen_16.mp4", "query_cutoff_clip": 77, "question": "Where should the sugar be placed after finishing weighing it?", "question_type": ["General Knowledge Extraction"], "rationale": "Adam和Anthony强调用完东西要放放回原位", "sample_id": "kitchen_16_Q14", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "03:36", "group_id": "kitchen_17", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_17", "media_reference": "data/videos/robot/kitchen_17.mp4", "query_cutoff_clip": 6, "question": "Did Mia look through Daniel's fridge?", "question_type": ["Cross-Modal Reasoning"], "rationale": "Mia早前说过：让我看看冰箱。然后打开了冰箱查看，还说：哦，是空的。", "sample_id": "kitchen_17_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "32:13", "group_id": "kitchen_17", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_17", "media_reference": "data/videos/robot/kitchen_17.mp4", "query_cutoff_clip": 63, "question": "Is Mia a  perfectionist?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "清理冰箱的过期食品时，Mia要把所有过期食品都扔掉。Daniel想把易拉罐扔到右边的纸箱里时，Mia说一定要让扔到左边的纸箱。Mia说要清理餐桌时，Daniel说她已经清理得很干净了，但是Mia觉得上面有很多水迹，而且餐巾盒上面有灰尘，然后说要重新彻底清理一遍。因此Mia是完美主义。", "sample_id": "kitchen_17_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Sister", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "32:13", "group_id": "kitchen_17", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_17", "media_reference": "data/videos/robot/kitchen_17.mp4", "query_cutoff_clip": 63, "question": "What's the relationship between Mia and Daniel?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Mia曾对Daniel说：你已经成年了，你不仅需要照顾好自己，还需要打扫好房子。因此Mia年龄应该比Daniel大。Daniel曾问Mia：妈妈没有和你一起来吗？Mia也曾说冰箱上有妈妈留给Daniel的纸条，还说过：你什么时候才能不让我和妈妈担心？因此两人应该是姐妹关系，Mia是Daniel的姐姐。", "sample_id": "kitchen_17_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "32:13", "group_id": "kitchen_17", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_17", "media_reference": "data/videos/robot/kitchen_17.mp4", "query_cutoff_clip": 63, "question": "Does Daniel often tidy up her home?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Mia刚进入厨房时就问Daniel做了什么，厨房怎么可以这么乱，他是怎么做到在这种环境下做饭的，怎么可以每天这样子生活。然后可以看到使用过的东西全都乱堆在桌子上，比如用过的纸巾。后来Mia让Daniel打扫的时候，Daniel说：我会打扫一下的，于是Mia提醒她现在就得马上打扫。而且Mia还在她的厨房里发现了很多过期的食品，比如麦片和面包。因此Daniel不怎么整理房子。", "sample_id": "kitchen_17_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "32:13", "group_id": "kitchen_17", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_17", "media_reference": "data/videos/robot/kitchen_17.mp4", "query_cutoff_clip": 63, "question": "Does Daniel live and eat casually?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Mia进入Daniel的厨房后就发现整个厨房都乱七八糟的，用过的东西都堆在桌子上。然后Mia还发现她的冰箱里没有任何水果和蔬菜，只有过期的麦片和面包，而且面包明明已经过期了，Daniel依然坚持说还能吃。Mia扔掉她的过期麦片时，她还觉得很可惜。后来Mia还在厨房发现了泡面，因此Daniel的生活和饮食都比较随便。", "sample_id": "kitchen_17_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the sink", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "06:08", "group_id": "kitchen_17", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_17", "media_reference": "data/videos/robot/kitchen_17.mp4", "query_cutoff_clip": 11, "question": "Where should the robot put the bowl that needs washing?", "question_type": ["General Knowledge Extraction"], "rationale": "Mia曾提醒过Daniel晚点要把需要洗的碗全部放在水槽里。Daniel答应了。因此应该放到水槽里。", "sample_id": "kitchen_17_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Change the trash bag", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "08:20", "group_id": "kitchen_17", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_17", "media_reference": "data/videos/robot/kitchen_17.mp4", "query_cutoff_clip": 15, "question": "How should the robot deal with the trash can?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "Mia曾对Daniel说垃圾桶都满了，问Daniel新的垃圾袋在哪。然后Daniel拿了新的垃圾袋后，去给垃圾桶更换了新的垃圾袋。因此应该更换垃圾袋。", "sample_id": "kitchen_17_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the shelf beside the door", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "08:20", "group_id": "kitchen_17", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_17", "media_reference": "data/videos/robot/kitchen_17.mp4", "query_cutoff_clip": 15, "question": "Where can the robot get the trash bag?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction"], "rationale": "Mia曾说垃圾桶都满了，问Daniel新的垃圾袋在哪，然后Daniel从门口旁的架子拿了垃圾袋。因此应该到门口旁的架子拿垃圾袋。", "sample_id": "kitchen_17_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "From the table on the right", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "18:23", "group_id": "kitchen_17", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_17", "media_reference": "data/videos/robot/kitchen_17.mp4", "query_cutoff_clip": 35, "question": "Where can the robot get the basin?", "question_type": ["General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "Mia曾让Daniel装盆水给她，然后放到冰箱隔壁，Daniel装完后，问Mia放在桌上可以吗，Mia同意了，所以Daniel把水盆放到了右边的桌子上。", "sample_id": "kitchen_17_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Instant food", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "21:19", "group_id": "kitchen_17", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_17", "media_reference": "data/videos/robot/kitchen_17.mp4", "query_cutoff_clip": 41, "question": "What does Daniel usually eat at home?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Mia查看Daniel的冰箱时，说里面很空，没有任何蔬菜和水果，厨房里也只有过期的调味品。Daniel回答说自己工作太忙了。然后两人清理过期食品的时候，Mia在冰箱发现了过期的面包和麦片。而且Mia后来还在厨房上方的柜子发现了泡面。因此可以看出Daniel通常在家不会做饭，吃的是方便食品。", "sample_id": "kitchen_17_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Pan-seared steak, seafood risotto and avocado salad", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "25:12", "group_id": "kitchen_17", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_17", "media_reference": "data/videos/robot/kitchen_17.mp4", "query_cutoff_clip": 49, "question": "What kind of dishes should the robot order?", "question_type": ["Multi-Detail Reasoning"], "rationale": "服务员说餐厅有煎牛排、海鲜烩饭、奶酪烤土豆、鳄梨沙拉和鸡肉玉米卷。Mia曾问Daniel需不需要避免点牛排，Daniel说不用，她喜欢。然后Mia说牛排很好，但是牛排需要搭配沙拉和主食。因此应该点煎牛排、海鲜烩饭、牛油果沙拉。", "sample_id": "kitchen_17_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Orange juice", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "25:19", "group_id": "kitchen_17", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_17", "media_reference": "data/videos/robot/kitchen_17.mp4", "query_cutoff_clip": 49, "question": "What kind of drinks should the robot order?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Mia曾说过想喝健康的饮料，然后服务员说饮品有橙汁和可口可乐，因此应该选橙汁。", "sample_id": "kitchen_17_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Not good", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "19:50", "group_id": "kitchen_18", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_18", "media_reference": "data/videos/robot/kitchen_18.mp4", "query_cutoff_clip": 38, "question": "Is Bob's memory good?", "question_type": ["Person Understanding"], "rationale": "Bob曾经拿出高压锅，Helen问她为什么要用高压锅，她还回答说用高压锅可以使得肉质更嫩。然后高压锅一直被放在厨房的桌子上。但是Bob想用的时候，突然找不到了，还让Helen帮她找。因此她的记性并不是很好。", "sample_id": "kitchen_18_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Twice", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "57:33", "group_id": "kitchen_18", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_18", "media_reference": "data/videos/robot/kitchen_18.mp4", "query_cutoff_clip": 114, "question": "How many times did Helen take photos?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Bob做菜时，Helen曾说要拍张照，然后拍了照。然后Bob发现双黄蛋时，Helen跟她说等一等，她要拍照，然后又拿了手机过来拍照，还说很神奇。", "sample_id": "kitchen_18_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "57:33", "group_id": "kitchen_18", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_18", "media_reference": "data/videos/robot/kitchen_18.mp4", "query_cutoff_clip": 114, "question": "Is Bob quite familiar with the procedures of cooking?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Bob做菜中途曾把Helen叫过来，问她下一个步骤是什么。而且她经常使用平板查看步骤，比如让Helen帮她搅拌生鸡蛋之后，她查看了平板，看自己现在需要做什么。因此她不是非常熟悉做菜的步骤。", "sample_id": "kitchen_18_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "The texture of the food", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "57:33", "group_id": "kitchen_18", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_18", "media_reference": "data/videos/robot/kitchen_18.mp4", "query_cutoff_clip": 114, "question": "What quality of the ingredients does Bob value most when making food?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Bob拿出高压锅时，Helen说她之前用粘土锅煮的菜好吃，但是Bob说用高压锅肉质更嫩，然后继续用高压锅。后来Bob又用木勺让Helen搅拌咖喱，因为木勺不会破坏食物的质感。因此Bob做菜时会强调食物的质感。", "sample_id": "kitchen_18_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Twice", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "57:33", "group_id": "kitchen_18", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_18", "media_reference": "data/videos/robot/kitchen_18.mp4", "query_cutoff_clip": 114, "question": "How many times did Bob use oil?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "在准备辣椒炒肉的肉时，Bob说她需要用油，然后Helen给她拿了。后来要做番茄炒蛋的时候，Helen说需要油吧，Bob说是的，然后开始做的时候提起油瓶往锅里倒油。因此一共用了两次油。", "sample_id": "kitchen_18_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Pressure cooker", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "23:44", "group_id": "kitchen_18", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_18", "media_reference": "data/videos/robot/kitchen_18.mp4", "query_cutoff_clip": 46, "question": "What pot was used to make the beef curry?", "question_type": ["Cross-Modal Reasoning"], "rationale": "Helen发现Bob在用高压锅，她说上次Bob用粘土锅的时候，菜很好吃。Bob说用高压锅的话可以煮得更加快，而且肉质会更嫩，很适合今天的菜单。然后Helen说：好的，那就这样做吧。于是Bob后来做咖喱牛肉用的都是高压锅。", "sample_id": "kitchen_18_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Potatoes, carrots, red curries", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "23:44", "group_id": "kitchen_18", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_18", "media_reference": "data/videos/robot/kitchen_18.mp4", "query_cutoff_clip": 46, "question": "What ingredients were taken from the fridge when they made the beef curry?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Bob准备做咖喱牛肉时，Helen曾说要看看冰箱，看看可以加点什么蔬菜，然后拿出了胡萝卜。做的过程中，两人经过讨论，说要拿出胡萝卜和土豆。后来Bob说需要咖喱的时候，Helen提醒她是红咖喱，然后又从冰箱拿出了红咖喱。", "sample_id": "kitchen_18_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the cutting board", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:22", "group_id": "kitchen_18", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_18", "media_reference": "data/videos/robot/kitchen_18.mp4", "query_cutoff_clip": 61, "question": "Where were the green peppers placed after being taken from the fridge?", "question_type": ["General Knowledge Extraction"], "rationale": "从冰箱拿出来后交给Bob，他切完以后就放在切菜板上，没有移动位置。", "sample_id": "kitchen_18_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "50:50", "group_id": "kitchen_18", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_18", "media_reference": "data/videos/robot/kitchen_18.mp4", "query_cutoff_clip": 100, "question": "Is white sugar needed when making the scrambled egg with tomato?", "question_type": ["General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "在准备做西红柿炒蛋时，Bob就说要把白糖拿出来。然后做这道菜的过程中，她问Helen来帮她，看看要加多少糖，然后Helen拿了她认为适当量的糖放进去。综上西红柿炒蛋是需要放糖的。", "sample_id": "kitchen_18_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Tomato", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "52:35", "group_id": "kitchen_18", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_18", "media_reference": "data/videos/robot/kitchen_18.mp4", "query_cutoff_clip": 104, "question": "What ingredient was put last when making the scrambled egg with tomato?", "question_type": ["Multi-Hop Reasoning"], "rationale": "Bob在做西红柿炒蛋时先往锅里倒了鸡蛋，然后开始炒，后来Helen帮她把砧板上的西红柿装进碗里，再倒进锅里。因此西红柿是最后放的。", "sample_id": "kitchen_18_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "The yellow dustbin", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "53:03", "group_id": "kitchen_18", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_18", "media_reference": "data/videos/robot/kitchen_18.mp4", "query_cutoff_clip": 105, "question": "Which dustbin should the robot change trash bag for?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "Helen早前曾说过黄色垃圾桶已经满了。然后Bob说要给满了的垃圾桶换垃圾袋。所以应该是给黄色垃圾桶换垃圾袋。", "sample_id": "kitchen_18_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "3", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "54:11", "group_id": "kitchen_18", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_18", "media_reference": "data/videos/robot/kitchen_18.mp4", "query_cutoff_clip": 107, "question": "How many dishes did Bob cook?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Bob说今天要大展厨艺，Helen问她要做什么菜，她说：西红柿炒蛋、咖喱牛肉和辣椒炒肉。然后整个做菜过程Bob的确做了这三种菜。", "sample_id": "kitchen_18_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "57:33", "group_id": "kitchen_18", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_18", "media_reference": "data/videos/robot/kitchen_18.mp4", "query_cutoff_clip": 114, "question": "Is Helen responsible?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Bob曾对Helen说：我出门前让你蒸米饭了，你做了吗？Helen回答说：我太沉迷于电视剧了，所以忘了。后来Bob做菜时，Helen问Bob：我需要做什么？于是Bob让她帮忙装些水过来，她答应了，但是她消失了很久。于是Bob大声问她装好水没有，结果她却说：没有，你想要水吗？然后又过了很久，她才把水拿过来，拿的还不是装好的水，而是瓶装水。因此她不是一个负责任的人。", "sample_id": "kitchen_18_Q13", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "One.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "06:41", "group_id": "kitchen_20", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_20", "media_reference": "data/videos/robot/kitchen_20.mp4", "query_cutoff_clip": 12, "question": "How many eggs remained in the fridge after Georgina took?", "question_type": ["Cross-Modal Reasoning"], "rationale": "Georgina说冰箱里还剩4个鸡蛋，她从冰箱里拿了3个出来，还剩一个", "sample_id": "kitchen_20_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the shelf.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:28", "group_id": "kitchen_20", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_20", "media_reference": "data/videos/robot/kitchen_20.mp4", "query_cutoff_clip": 61, "question": "Where was the pot kept before it was used to cook the noodles?", "question_type": ["General Knowledge Extraction"], "rationale": "可以看到厨房里的架子上摆着各种各样的锅，因此她们煮泡面用的锅也放在这个架子上", "sample_id": "kitchen_20_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Petra.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:28", "group_id": "kitchen_20", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_20", "media_reference": "data/videos/robot/kitchen_20.mp4", "query_cutoff_clip": 61, "question": "Who is the fattest among the three people?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "鸡蛋煎失败后，三人只能吃面包，G对Emma说我和你一人一块，以Peter的体重肯定得吃两块，Emma也表示看Petra的样子确实超重", "sample_id": "kitchen_20_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Coffee.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:28", "group_id": "kitchen_20", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_20", "media_reference": "data/videos/robot/kitchen_20.mp4", "query_cutoff_clip": 61, "question": "What does Georgina like to drink?", "question_type": ["Person Understanding"], "rationale": "在G把机器人做的咖啡不小心打翻后，她又坚持要了一杯，是个很喜欢喝咖啡的人", "sample_id": "kitchen_20_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Salad.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:28", "group_id": "kitchen_20", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_20", "media_reference": "data/videos/robot/kitchen_20.mp4", "query_cutoff_clip": 61, "question": "What does Emma like to eat?", "question_type": ["Person Understanding", "Cross-Modal Reasoning"], "rationale": "Emma说自己prefer健康的食物，吃了很多很多的沙拉，可见她喜欢吃沙拉", "sample_id": "kitchen_20_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Chip and chocalate.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:28", "group_id": "kitchen_20", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_20", "media_reference": "data/videos/robot/kitchen_20.mp4", "query_cutoff_clip": 61, "question": "What snacks did Petera eat?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "走进厨房时，Petera拿着薯片，一会就全都吃了，饭前她也吃了一个巧克力，这两个是她喜欢的食物", "sample_id": "kitchen_20_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:28", "group_id": "kitchen_20", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_20", "media_reference": "data/videos/robot/kitchen_20.mp4", "query_cutoff_clip": 61, "question": "Does Petera have a strong taste?", "question_type": ["Person Understanding"], "rationale": "方便面煮好后，Petera还要额外加点盐，她是个口重的人", "sample_id": "kitchen_20_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:28", "group_id": "kitchen_20", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_20", "media_reference": "data/videos/robot/kitchen_20.mp4", "query_cutoff_clip": 61, "question": "Does George have rhinitis?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Georgina在煎鸡蛋，Emma进来说什么东西糊了，Georgina并没有闻到，揉了揉鼻子说鼻炎真碍事，可看出Georgina有鼻炎", "sample_id": "kitchen_20_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the first stage of fridge.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:28", "group_id": "kitchen_20", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_20", "media_reference": "data/videos/robot/kitchen_20.mp4", "query_cutoff_clip": 61, "question": "Which stage from the top of the fridge was the instant noodle on before Prtera cooked it?", "question_type": ["General Knowledge Extraction"], "rationale": "在Georgina拿鸡蛋时，可以看到方便面就在鸡蛋的上方，在冰箱的第一层", "sample_id": "kitchen_20_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the fridge.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "10:40", "group_id": "kitchen_20", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_20", "media_reference": "data/videos/robot/kitchen_20.mp4", "query_cutoff_clip": 20, "question": "Where is the egg?", "question_type": ["General Knowledge Extraction"], "rationale": "Georgina从冰箱里拿出了的鸡蛋，因此机器人再拿鸡蛋时，要从冰箱里拿", "sample_id": "kitchen_20_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Egg.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "12:34", "group_id": "kitchen_20", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_20", "media_reference": "data/videos/robot/kitchen_20.mp4", "query_cutoff_clip": 24, "question": "What is burnt?", "question_type": ["Cross-Modal Reasoning"], "rationale": "Petra来到厨房，闻到了糊味，是因为Georgina把鸡蛋煎糊了，机器人目睹了一切，告诉Petera是鸡蛋糊了", "sample_id": "kitchen_20_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "The trash can with a lid.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "14:20", "group_id": "kitchen_20", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_20", "media_reference": "data/videos/robot/kitchen_20.mp4", "query_cutoff_clip": 27, "question": "Which trash can was the potato chip bag be thrown?", "question_type": ["General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "Emma把煎糊的鸡蛋倒进了白色垃圾桶，把巧克力包装袋放进了粉色垃圾桶，可见粉色垃圾桶是装包装袋垃圾的", "sample_id": "kitchen_20_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Near the gas stove.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "15:59", "group_id": "kitchen_20", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_20", "media_reference": "data/videos/robot/kitchen_20.mp4", "query_cutoff_clip": 30, "question": "Where was Georgina's coffee while she was taking three eggs from the fridge?", "question_type": ["General Knowledge Extraction"], "rationale": "机器人给Georgina又拿了杯咖啡后，她喝完后放在了煤气炉旁边，因此机器人也要在汽炉边把咖啡拿给她", "sample_id": "kitchen_20_Q13", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the microwave oven.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "16:38", "group_id": "kitchen_20", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_20", "media_reference": "data/videos/robot/kitchen_20.mp4", "query_cutoff_clip": 32, "question": "Where is the bread?", "question_type": ["General Knowledge Extraction"], "rationale": "Georgina在冰箱里找到面包后，把它们放在微波炉里加热了，因此面包是在微波炉里", "sample_id": "kitchen_20_Q14", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Tap water.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "18:40", "group_id": "kitchen_20", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_20", "media_reference": "data/videos/robot/kitchen_20.mp4", "query_cutoff_clip": 36, "question": "Where can get the drinkable water?", "question_type": ["General Knowledge Extraction"], "rationale": "Georgina在不打算和咖啡后，接了点自来水喝，所以机器人可以从自来水接可饮用水", "sample_id": "kitchen_20_Q15", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the fridge.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "27:08", "group_id": "kitchen_20", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_20", "media_reference": "data/videos/robot/kitchen_20.mp4", "query_cutoff_clip": 53, "question": "Where is the chocolate?", "question_type": ["General Knowledge Extraction"], "rationale": "前面Emma从冰箱里拿了个巧克力，因此也可以从冰箱里拿巧克力给Petera", "sample_id": "kitchen_20_Q16", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Because microwave oven is not plug in.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:28", "group_id": "kitchen_20", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_20", "media_reference": "data/videos/robot/kitchen_20.mp4", "query_cutoff_clip": 61, "question": "Why is the bread still cold?", "question_type": ["Cross-Modal Reasoning"], "rationale": "看着冰凉的面包，Georgina检查了一下解释说没有插电，这是面包依然是凉的原因", "sample_id": "kitchen_20_Q17", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Blueberries, strawberries, mangoes and dragon fruits.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "35:16", "group_id": "kitchen_21", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_21", "media_reference": "data/videos/robot/kitchen_21.mp4", "query_cutoff_clip": 69, "question": "What fruits did Jane buy?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Jane刚进入厨房就往包里拿出蓝莓、草莓、芒果和火龙果，后来她和Alice聊天时，说道她今天去买了水果。因此她买了这四种水果。", "sample_id": "kitchen_21_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "To hold the left and uncut fruits", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "35:16", "group_id": "kitchen_21", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_21", "media_reference": "data/videos/robot/kitchen_21.mp4", "query_cutoff_clip": 69, "question": "What’s the fucntion of the fruit plates?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "Alice刚帮Jane拿出水果碟时，就说她觉得Jane买了很多水果，如果用不完的话可以放到碟子上，于是Jane也说可以把剩下的和还没切的水果放到这些碟子上。后来Jane又说了一遍要把切好的水果放在碗里，把剩下的和还没切的水果放在碟子上。而且Jane后来的表现与她的说法也是符合的。因此水果碟的作用就是放剩下的和还没切的水果。", "sample_id": "kitchen_21_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "35:16", "group_id": "kitchen_21", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_21", "media_reference": "data/videos/robot/kitchen_21.mp4", "query_cutoff_clip": 69, "question": "Was Alice a little unhappy today?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Alice和Jane聊天的时候，Alice曾提到过自己今天工作很忙。后来Alice做奥利奥碎的时候，Jane曾问过她是不是有点累了，Alice说是的，因为她不怎么会做。最后Alice又说了一遍她今天真的特别忙、特别累。因此Alice的确曾有过一点不开心。", "sample_id": "kitchen_21_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Kitchen knife and rolling pin", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "13:29", "group_id": "kitchen_21", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_21", "media_reference": "data/videos/robot/kitchen_21.mp4", "query_cutoff_clip": 25, "question": "What are the two kitchen utensils used to make Oreo chips", "question_type": ["Multi-Detail Reasoning"], "rationale": "Alice做奥利奥碎的时候是跟着手机里的教程做的，第一步先用刀切碎奥利奥，第二步把切碎的奥利奥装到袋子里面，第三步用擀面杖把它敲碎。因此奥利奥碎的制作需要三步。", "sample_id": "kitchen_21_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the plate", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "18:07", "group_id": "kitchen_21", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_21", "media_reference": "data/videos/robot/kitchen_21.mp4", "query_cutoff_clip": 35, "question": "Where should the robot place the dragon fruit in the sink?", "question_type": ["General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "Alice刚帮Jane拿出水果碟时，就说她觉得Jane买了很多水果，如果用不完的话可以放到碟子上，于是Jane也说可以把剩下的和还没切的水果放到这些碟子上。后来Jane又说了一遍要把切好的水果放在碗里，把剩下的和还没切的水果放在碟子上。洗碗槽里的火龙果是完全还没有切的，所以应该放到碟子上。", "sample_id": "kitchen_21_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "4", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "28:34", "group_id": "kitchen_21", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_21", "media_reference": "data/videos/robot/kitchen_21.mp4", "query_cutoff_clip": 56, "question": "How many fruit did alice and jane use to decorate the cake?", "question_type": ["Multi-Detail Reasoning"], "rationale": "两人准备好装饰食材后，Jane说先放水果。然后两人先用蓝莓围出了一张笑脸，然后用草莓做了眼睛，用芒果做了鼻子，还用火龙果补满蛋糕上笑脸之外的空位。用水果装饰完了以后，两人撒了一些奥利奥碎和巧克力碎上去，因此蛋糕上一共有六种装饰。", "sample_id": "kitchen_21_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "28:34", "group_id": "kitchen_21", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_21", "media_reference": "data/videos/robot/kitchen_21.mp4", "query_cutoff_clip": 56, "question": "Did Alice and Jane treat the decorations carefully?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "在为蛋糕装饰准备食材的过程中，两人商量了很久应该做什么装饰。后来准备好食材后，两人又商量了很久应该放置哪些食材，如何放置食材。然后刚放了几个蓝莓，Alice就说要先上网看看图片，查看一下怎么放好看。因此两人对待蛋糕的装饰很小心谨慎", "sample_id": "kitchen_21_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the cabinet above the microwave oven", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "29:05", "group_id": "kitchen_21", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_21", "media_reference": "data/videos/robot/kitchen_21.mp4", "query_cutoff_clip": 57, "question": "Where should the robot place the rolling pin?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "早前Alice说要做奥利奥碎和巧克力碎的时候，在厨房右上方的柜子里拿了一个擀面杖下来用。因此应该把擀面杖放回这个柜子。", "sample_id": "kitchen_21_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the knife holder beside the sink", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "29:05", "group_id": "kitchen_21", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_21", "media_reference": "data/videos/robot/kitchen_21.mp4", "query_cutoff_clip": 57, "question": "Where should the robot place the knife?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "Alice早前说要做奥利奥碎和巧克力碎的时候，往厨房的刀架拿了一把刀来用。因此刀应该放回这个刀架里。", "sample_id": "kitchen_21_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": " In the cabinet under the sink.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "29:05", "group_id": "kitchen_21", "license": "CC-BY-NC-SA-4.0", "media_id": "kitchen_21", "media_reference": "data/videos/robot/kitchen_21.mp4", "query_cutoff_clip": 57, "question": "Where should the robot place the chopping board?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction"], "rationale": "Alice早前说要做奥利奥碎和巧克力碎的时候，在洗碗槽下方的柜子里拿了砧板出来用。因此砧板应放回洗碗槽下的柜子。", "sample_id": "kitchen_21_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "popcorn，nori", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "18:57", "group_id": "living_room_01", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_01", "media_reference": "data/videos/robot/living_room_01.mp4", "query_cutoff_clip": 36, "question": "What does Anna want to eat?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Jane问Anne，Anna回答说除了爆米花，还要海苔", "sample_id": "living_room_01_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "on the right arm of sofa", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "33:21", "group_id": "living_room_01", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_01", "media_reference": "data/videos/robot/living_room_01.mp4", "query_cutoff_clip": 65, "question": "Where was the original position of the white pillow?", "question_type": ["General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "白色枕头在视频开始一直在沙发的右边扶手上，后来被Emily抱起来，因此应该放回右边沙发扶手", "sample_id": "living_room_01_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "two times", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "33:21", "group_id": "living_room_01", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_01", "media_reference": "data/videos/robot/living_room_01.mp4", "query_cutoff_clip": 65, "question": "How many bottles of Coke did Emily drink?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Emily一共命令Bob 两次去冰箱中拿可乐,而且她都基本喝完了。", "sample_id": "living_room_01_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "The film is scary at first and has a boring ending", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "33:21", "group_id": "living_room_01", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_01", "media_reference": "data/videos/robot/living_room_01.mp4", "query_cutoff_clip": 65, "question": "What do Anna，Jane and Emily think of the movie?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "虽然最开始Anna表示很害怕，但是最后他们都认为这部电影一开始吓人，但是结局很无聊", "sample_id": "living_room_01_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "4", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "33:21", "group_id": "living_room_01", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_01", "media_reference": "data/videos/robot/living_room_01.mp4", "query_cutoff_clip": 65, "question": "How many times did the yellow pillow move?", "question_type": ["Multi-Detail Reasoning"], "rationale": "最开始一直被anna抱着，然后由于惊吓被扔到了地上，又回到了anna手中，接着因为emily的玩笑，anna扔给了emily最后回到了anna的背后", "sample_id": "living_room_01_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Near the sofa", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "03:07", "group_id": "living_room_01", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_01", "media_reference": "data/videos/robot/living_room_01.mp4", "query_cutoff_clip": 5, "question": "Where is the TV remote control?", "question_type": ["General Knowledge Extraction"], "rationale": "Bob前往沙发旁边拿到遥控器并打开了电视", "sample_id": "living_room_01_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "horror movie", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "11:39", "group_id": "living_room_01", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_01", "media_reference": "data/videos/robot/living_room_01.mp4", "query_cutoff_clip": 22, "question": "What type of movie do Emily，Anna and Jane ultimately choose to watch?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Anna想看喜剧电影，Emily想看恐怖电影，Anna和Emily通过抽取扑克牌的方式决定最终看什么电影，Emily抽取的扑克牌比Anne的大，所以最终看恐怖电影", "sample_id": "living_room_01_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "hot milk tea", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "08:20", "group_id": "living_room_01", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_01", "media_reference": "data/videos/robot/living_room_01.mp4", "query_cutoff_clip": 15, "question": "What type of milk tea should the robot make, hot or iced?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Anne想喝冰奶茶，但是Jane说因为害怕，喝热奶茶会更好一点", "sample_id": "living_room_01_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "19:06", "group_id": "living_room_01", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_01", "media_reference": "data/videos/robot/living_room_01.mp4", "query_cutoff_clip": 37, "question": "Is Emily brave?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Emily是首先提出可以看恐怖电影的，其次她说自己可以毫不退缩看恐怖电影，因此他应该是勇敢的", "sample_id": "living_room_01_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the floor.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "19:42", "group_id": "living_room_01", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_01", "media_reference": "data/videos/robot/living_room_01.mp4", "query_cutoff_clip": 38, "question": "where is the yellow pillow?", "question_type": ["Multi-Detail Reasoning"], "rationale": "anna因为害怕一直抱着黄色抱枕，中途因为害怕直接把抱枕扔了，因此应该从地上捡起抱枕当时Anna已经把抱枕扔到了地上，而不是在茶几上。", "sample_id": "living_room_01_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "in the right drawer of the TV cabinet", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "29:08", "group_id": "living_room_01", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_01", "media_reference": "data/videos/robot/living_room_01.mp4", "query_cutoff_clip": 57, "question": "where should the robot get the popcorn", "question_type": ["General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "第一次是从电视柜右边的抽屉拿的，第二次那更多爆米花也需要从零食柜也就是电视柜右边的抽屉里拿", "sample_id": "living_room_01_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "daytime", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "33:21", "group_id": "living_room_01", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_01", "media_reference": "data/videos/robot/living_room_01.mp4", "query_cutoff_clip": 65, "question": "Is it day or night when watching movies?", "question_type": ["Cross-Modal Reasoning", "Multi-Hop Reasoning", "Multi-Detail Reasoning"], "rationale": "Jane安慰Anne说白天看恐怖电影不会那么害怕，其次有片段显示阳光太扎眼了，需要把窗帘拉上，综上是白天", "sample_id": "living_room_01_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "1:17", "group_id": "living_room_01", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_01", "media_reference": "data/videos/robot/living_room_01.mp4", "query_cutoff_clip": 1, "question": "Is Anna timid?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "首先Anne说自己小时候看恐怖电影被吓哭，其次emily给她玩偶安慰她，同时anna为了缓解害怕还喝了热奶茶", "sample_id": "living_room_01_Q13", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "in the cabinet next to the bed", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "07:28", "group_id": "living_room_02", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_02", "media_reference": "data/videos/robot/living_room_02.mp4", "query_cutoff_clip": 13, "question": "Where should the remote control be placed?", "question_type": ["Cross-Modal Reasoning"], "rationale": "定位到jack进入房间的时候，jack说她要看电视，看到他打开了床头柜，并从中取出了遥控器。", "sample_id": "living_room_02_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "May 4th", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:41", "group_id": "living_room_02", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_02", "media_reference": "data/videos/robot/living_room_02.mp4", "query_cutoff_clip": 68, "question": "When is Jack's birthday?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "提到生日的对话里面说到是劳动节之后的第三天。另外根据两个人的口音以及用法，习惯以及外貌特征可以判断它们所指的劳动节是指中国的劳动节，那么5月1号的第三天，那就是5月4号。", "sample_id": "living_room_02_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:41", "group_id": "living_room_02", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_02", "media_reference": "data/videos/robot/living_room_02.mp4", "query_cutoff_clip": 68, "question": "Did Jack fold the paper cranes?", "question_type": ["Multi-Hop Reasoning"], "rationale": "观察折纸鹤出现后持续的片段，看到一直是lisa一个人在折纸鹤啊，jack只是在旁边陪着她并没有动手。", "sample_id": "living_room_02_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:41", "group_id": "living_room_02", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_02", "media_reference": "data/videos/robot/living_room_02.mp4", "query_cutoff_clip": 68, "question": "Does Jack have a healthy routine?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Jack曾表示自己昨晚睡得很晚，熬夜玩游戏的缘故，今天早睡只是因为明早有工作，并没有形成健康的作息", "sample_id": "living_room_02_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:41", "group_id": "living_room_02", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_02", "media_reference": "data/videos/robot/living_room_02.mp4", "query_cutoff_clip": 68, "question": "Is Lisa a slacker?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "需定位多个片段，包括从视频开头Lisa一直要求机器人递给他香蕉，后面是零食箱子、方便面等，以及她总是表示自己很懒，综上可以判断，她确实有一些好吃懒做", "sample_id": "living_room_02_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "07:28", "group_id": "living_room_02", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_02", "media_reference": "data/videos/robot/living_room_02.mp4", "query_cutoff_clip": 13, "question": "Did Jack watch TV with Lisa?", "question_type": ["Person Understanding"], "rationale": "关注到从电视开机到电视关机这个时间段之内，lisa一直在做的homework，到电视关之前她都没有时间来看电视。", "sample_id": "living_room_02_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the windowsill behind the curtain.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "11:42", "group_id": "living_room_02", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_02", "media_reference": "data/videos/robot/living_room_02.mp4", "query_cutoff_clip": 22, "question": "Where should the medicine box be placed back?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "Jack说lisa需要吃一些药。随后看到jack走到飘窗右边的帘子后面拿出了一个盒子，盒子里的药上面写的999，999是感冒药，综合以上信息得出位于飘窗的右下角。而放回原位也应该放回右面窗帘的后面", "sample_id": "living_room_02_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the shoe cabinet", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "19:01", "group_id": "living_room_02", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_02", "media_reference": "data/videos/robot/living_room_02.mp4", "query_cutoff_clip": 37, "question": "Where should the scissors be placed back?", "question_type": ["General Knowledge Extraction"], "rationale": "Lisa是从鞋柜上拿的剪刀准备剪纸，所以放回原位应该放回鞋柜上", "sample_id": "living_room_02_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Jack", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "26:24", "group_id": "living_room_02", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_02", "media_reference": "data/videos/robot/living_room_02.mp4", "query_cutoff_clip": 51, "question": "Who wants to eat the ham sausage?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "当女孩子们发出嗯需要去拿。方便面火腿肠和面包的指令的后，机器人拿出了相应的物品，然后分别可以看到是jack那在分食物，他把bread分到了lisa那边，自己留下了方便面和香肠，并且两个人还在讨论说方便面里面加什么比较好，然后说加香肠很好。所以想吃香肠的是jack。", "sample_id": "living_room_02_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Second bookcase from the right, center shelf.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:04", "group_id": "living_room_02", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_02", "media_reference": "data/videos/robot/living_room_02.mp4", "query_cutoff_clip": 67, "question": "Where should the book Sherlock Holmes be placed?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction"], "rationale": "Lisa和Jack说要去看书，跟随着Lisa的脚步，可以看到lisa去到了开水壶旁边的石头柜子的中间一层去拿了一本书，嘴上还在说夏洛克福尔摩斯是一本不错的书，他要看这本书，所以书放在书柜上。", "sample_id": "living_room_02_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "A student", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:41", "group_id": "living_room_02", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_02", "media_reference": "data/videos/robot/living_room_02.mp4", "query_cutoff_clip": 68, "question": "What does Lisa do?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "lisa一回来的时候就说他要做lisa一回来的时候就说他要做家庭lisa一回来的时候就说他要做家庭作业，中途再问到说谁教他叠千纸鹤，通过以上多片段的信息可以得知。Lisa的身份是一个学生。", "sample_id": "living_room_02_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:41", "group_id": "living_room_02", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_02", "media_reference": "data/videos/robot/living_room_02.mp4", "query_cutoff_clip": 68, "question": "Does Lisa like reading ？", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "定位到他们讨论喜欢看书的对话，首先lisa说了自己看过了很多种类的书，读书的种类很多，其次她表示她手上的这本是看过的书里面最好的，找到了自己喜欢的书籍类型，最后可以看到Lisa读书可以心无旁骛，不受他人打扰，因此判断他是喜欢读书的", "sample_id": "living_room_02_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the backrest of the black sofa", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "13:35", "group_id": "living_room_03", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_03", "media_reference": "data/videos/robot/living_room_03.mp4", "query_cutoff_clip": 26, "question": "Which place is the last time that robot can get the towel?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "首先机器人听到去卫生间拿毛巾的指令，去卫生间里拿到毛巾递给betty。等到betty拿到毛巾擦完汗以后的视频片段, 看到betty把毛巾放到了黑色的沙发靠背上。", "sample_id": "living_room_03_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Reasonable planning and exercise in rotation.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "35:51", "group_id": "living_room_03", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_03", "media_reference": "data/videos/robot/living_room_03.mp4", "query_cutoff_clip": 70, "question": "What key points should be paid attention to when keeping fit?", "question_type": ["General Knowledge Extraction", "Multi-Hop Reasoning", "Multi-Detail Reasoning"], "rationale": "就他们聊到健身计划的时候，tara看了Betty的健身计划，betty的健身计划设定的很不合理，然后给他提出了一些修改意见，一个是说他的计划一定要合理，不可以说一天就做那么多计划，那最开始健身的人本就吃不消。其次就是他运动的话需要调整自己运动的部位，然后让不同的部位进行锻炼和休息", "sample_id": "living_room_03_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "35:51", "group_id": "living_room_03", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_03", "media_reference": "data/videos/robot/living_room_03.mp4", "query_cutoff_clip": 70, "question": "Does Tara have a habit of keeping fit?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "tara在告诉Betty一些健身要点的时候涉及到了需要合适的健身器材。然后bella说自己可能需要去买一些，但tara告诉他不需要去买任何的健身器材，因为tara自己已经买了一些可以适用于他用的一些基础的健身器材，比如一个瑜伽垫还有之前tara一直可以很好的纠正Betty的健身姿势，她是一个很专业的健身人，既知道怎么去健身，然后又有健身器材，可以推断出tara是会健身的。", "sample_id": "living_room_03_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "35:51", "group_id": "living_room_03", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_03", "media_reference": "data/videos/robot/living_room_03.mp4", "query_cutoff_clip": 70, "question": "Is TARa used to finishing her drinks in one gulp?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "\n根据tara拿到果汁喝了以后的场景一直看到最后要去收拾桌子的时候，tara说了一句话，说他的果汁待会儿还要来喝，同时可以看到桌面上的果汁没有喝完。其次她还表示它会在工作完成后再喝完，因此itara并不习惯一口气喝完饮料", "sample_id": "living_room_03_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "The fruit on the table", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "35:51", "group_id": "living_room_03", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_03", "media_reference": "data/videos/robot/living_room_03.mp4", "query_cutoff_clip": 70, "question": "What items need to be tidied up on the table?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "在收拾桌子之前有听到他们说这个果子都烂掉了，所以需要把那个烂掉的两个果盘都扔到垃圾桶里去。其次Tara还表示会在工作完成后再喝完他的饮料，那么他的饮料就不应该被扔掉。还应该保持原位，", "sample_id": "living_room_03_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the bathroom.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "13:35", "group_id": "living_room_03", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_03", "media_reference": "data/videos/robot/living_room_03.mp4", "query_cutoff_clip": 26, "question": "Where does Betty's towel need to be placed back?", "question_type": ["General Knowledge Extraction"], "rationale": "首先毛巾最开始的位置是在卫生间。后来又根据指令需要将毛巾收纳到原来的地方，那便是将毛巾还原，那还原到原来的地方就是放回卫生间", "sample_id": "living_room_03_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "17:37", "group_id": "living_room_03", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_03", "media_reference": "data/videos/robot/living_room_03.mp4", "query_cutoff_clip": 34, "question": "Does Betty work out just to be fit?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Tara问betty为什么最近突然想着要健身？Betty是表现的很害羞，然后还是据实的说了他们那里来了一个美女，然后这个美女还特别爱运动，自己先是扯了一堆呃什么健身对身心有益的理由，其实最后回归原点就是他希望能够通过健身来追这个运动型的美女。", "sample_id": "living_room_03_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the TV cabinet.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "17:50", "group_id": "living_room_03", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_03", "media_reference": "data/videos/robot/living_room_03.mp4", "query_cutoff_clip": 34, "question": "Where is Betty's fitness plan sheet?", "question_type": ["Cross-Modal Reasoning"], "rationale": "听到betty在找自己的健身清单，然后看到他从地上拿起了他的健身清单，并且看了一会儿，最后把健身清单放到了电视柜的上面。", "sample_id": "living_room_03_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Under the table ; On the floor.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "19:06", "group_id": "living_room_03", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_03", "media_reference": "data/videos/robot/living_room_03.mp4", "query_cutoff_clip": 37, "question": "Where is Betty's cup?", "question_type": ["Multi-Detail Reasoning"], "rationale": "首先杯子一直在那个桌面上面，然后中途的时候看到betty把杯子拿下来放到桌子的底下了。那么去倒咖啡的时候应该去桌子底下拿杯子。", "sample_id": "living_room_03_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In storeroom", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "32:21", "group_id": "living_room_03", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_03", "media_reference": "data/videos/robot/living_room_03.mp4", "query_cutoff_clip": 63, "question": "Where is Tara's yoga mat?", "question_type": ["General Knowledge Extraction"], "rationale": "他们在聊到健身器材的时候，tara说适合betty的健身器材，瑜伽垫他有。然后betty问是不是在那个储物间里面，然后tara给出的回答是肯定的。", "sample_id": "living_room_03_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Apples.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "35:51", "group_id": "living_room_03", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_03", "media_reference": "data/videos/robot/living_room_03.mp4", "query_cutoff_clip": 70, "question": "What kind of fruit does Betty like。strawberries or apples？", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "定位到两个片段，第一个片段是tara问betty要不要吃草莓的时候，betty答应了，但是过了一会儿的时候，Betty又说了一句话，他觉得草莓有点太甜了，他觉得苹果会更好，那么综合以上两段的信息可以得知，Betty可能是出于对身体管理的角度，不愿意吃太甜的水果，出如果betty要吃水果的话，她更倾向于吃苹果。", "sample_id": "living_room_03_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "An advertising designer", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "35:51", "group_id": "living_room_03", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_03", "media_reference": "data/videos/robot/living_room_03.mp4", "query_cutoff_clip": 70, "question": "What is Tara's profession?", "question_type": ["Person Understanding"], "rationale": "听到Betty和tara在聊tara的工作的时候，说他刚刚完成了一个广告设计项目。可以推断出tara的工作是和广告设计相关的。", "sample_id": "living_room_03_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "24:10", "group_id": "living_room_03", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_03", "media_reference": "data/videos/robot/living_room_03.mp4", "query_cutoff_clip": 47, "question": "Does Betty like  black coffee ?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "首先Betty自己给自己做了黑咖啡并全部喝完了，其次又让机器人准备咖啡运动完再喝，综上可以看出来betty是喜欢喝咖啡的。", "sample_id": "living_room_03_Q13", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Did Linda think that Betty bought a lot of snacks for Cindy? ", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "43:27", "group_id": "living_room_04", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_04", "media_reference": "data/videos/robot/living_room_04.mp4", "query_cutoff_clip": 85, "question": "Did Betty buy a lot of snacks for Cindy?", "question_type": ["Person Understanding", "Cross-Modal Reasoning"], "rationale": "根据Betty的叙述她买了Cindy最爱吃的零食，结合画面只有几小包薯片，故可以判断出不多。视频中关于零食多少的描述，是Linda跟Betty谈话时认为“too much”（22:39），所以感觉问题可以修改得更加具体，答案应该为“yes”", "sample_id": "living_room_04_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "43:27", "group_id": "living_room_04", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_04", "media_reference": "data/videos/robot/living_room_04.mp4", "query_cutoff_clip": 85, "question": "Is Linda good at planning?", "question_type": ["Person Understanding"], "rationale": "根据情节，Linda在周密的的部署气球和横幅的摆放位置，而且还计划等Cindy回来给她惊喜，故可以判断她是个善于规划的人。", "sample_id": "living_room_04_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Betty", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "43:27", "group_id": "living_room_04", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_04", "media_reference": "data/videos/robot/living_room_04.mp4", "query_cutoff_clip": 85, "question": "Who prepared the birthday party decorations?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Hop Reasoning"], "rationale": "根据画面，Betty带来红色塑料袋，里面准备了气球等派对的装饰用品，她还说自己买了拉花，故可以判断出是Betty准备了生日派对装饰品。", "sample_id": "living_room_04_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the center drawer of the TV stand.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "08:52", "group_id": "living_room_04", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_04", "media_reference": "data/videos/robot/living_room_04.mp4", "query_cutoff_clip": 16, "question": "Where are the markers?", "question_type": ["General Knowledge Extraction"], "rationale": "先前Betty觉得遥控器在电视柜里让机器人一个个翻找，中间的抽屉里面有很多颜色的马克记号笔", "sample_id": "living_room_04_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No，Betty and Linda write some message and draw some pictures on the ballons first.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "13:42", "group_id": "living_room_04", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_04", "media_reference": "data/videos/robot/living_room_04.mp4", "query_cutoff_clip": 26, "question": "Should the balloons be put up first?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction"], "rationale": "根据视频画面和Linda的话她们在吹完气球后直接贴在了墙上，在过程中才发现了横幅。按照视频内容，Linda和Betty用马克笔在气球上画了一些图画和文字信息后才贴在墙上的。", "sample_id": "living_room_04_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Remove the double-sided tape on the ballon and hand it to Betty.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "14:52", "group_id": "living_room_04", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_04", "media_reference": "data/videos/robot/living_room_04.mp4", "query_cutoff_clip": 28, "question": "What help the robot need to offer?", "question_type": ["Multi-Detail Reasoning"], "rationale": "画面可以看见Linda在气球上贴了双面胶，还没有揭下来就来了电话，因此机器人需要帮助linda揭下双面胶并递给Betty按照视频的内容，Linda需要在粘完双面胶后揭掉并且把气球递给Betty，所以答案可以更加完善一点。", "sample_id": "living_room_04_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the coffee table", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "24:26", "group_id": "living_room_04", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_04", "media_reference": "data/videos/robot/living_room_04.mp4", "query_cutoff_clip": 47, "question": "where is the tape now?", "question_type": ["General Knowledge Extraction"], "rationale": "两人用完胶条以后就放在了茶几上问题本身不算宽泛，同学回答和参考答案属于同一个问题的两种回答，所以都可以算对。本视频29:40处有提及coffee table，同学答案优于参考答案。", "sample_id": "living_room_04_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Four pieces", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "39:31", "group_id": "living_room_04", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_04", "media_reference": "data/videos/robot/living_room_04.mp4", "query_cutoff_clip": 78, "question": "How many pieces of cake were cut in total?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Linda给自己、Cindy、Betty各切了一块，Daisy给Cindy又切了一块故是4块", "sample_id": "living_room_04_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "43:27", "group_id": "living_room_04", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_04", "media_reference": "data/videos/robot/living_room_04.mp4", "query_cutoff_clip": 85, "question": "Is Betty a considerate person?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "根据Betty的做法，提前买蛋糕，买Cindy最喜欢吃的零食，可以判断出她是个体贴的人。", "sample_id": "living_room_04_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Under the table in the living room.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "06:51", "group_id": "living_room_05", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_05", "media_reference": "data/videos/robot/living_room_05.mp4", "query_cutoff_clip": 12, "question": "Where is the TV remote control?", "question_type": ["General Knowledge Extraction"], "rationale": "Jee回家后，打开了电视，顺手就将遥控器放到了客厅茶几的下面，因此机器人再拿遥控器时，要从茶几下面拿", "sample_id": "living_room_05_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:38", "group_id": "living_room_05", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_05", "media_reference": "data/videos/robot/living_room_05.mp4", "query_cutoff_clip": 62, "question": "Does Jee like detective dramas?", "question_type": ["Person Understanding"], "rationale": "Nancy说自己很喜欢看推理剧，jee惊讶的反问你也喜欢推理剧，说明Jee也喜欢推理剧", "sample_id": "living_room_05_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:38", "group_id": "living_room_05", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_05", "media_reference": "data/videos/robot/living_room_05.mp4", "query_cutoff_clip": 62, "question": "Does Nancy like watching romantic variety shows?", "question_type": ["Person Understanding"], "rationale": "Jee让Nancy陪她看一集恋综，换换风格，别老沉浸在推理世界里，Nancy表示得先让她准备好做吐槽的心理准备，Nancy不喜欢恋综", "sample_id": "living_room_05_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:38", "group_id": "living_room_05", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_05", "media_reference": "data/videos/robot/living_room_05.mp4", "query_cutoff_clip": 62, "question": "Does Jee like the work of today?", "question_type": ["Person Understanding"], "rationale": "Jee提到虽然孩子们都不会画画，她需要一点点教很累，但孩子也是最天真无邪的，他们开心，Jee就觉得这些辛苦也不是白费，所以她还是开心的", "sample_id": "living_room_05_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Tomato beef brisket and braised chicken wings.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:38", "group_id": "living_room_05", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_05", "media_reference": "data/videos/robot/living_room_05.mp4", "query_cutoff_clip": 62, "question": "What dish is Nancy planning to learn？", "question_type": ["Multi-Detail Reasoning"], "rationale": "Nancy问Jee还想吃什么菜时，jee说红烧鸡翅，Nancy说我也很爱吃牛肉，尤其是番茄牛腩，下次做一个番茄牛腩，所以Nancy计划学做番茄牛腩和红烧鸡翅", "sample_id": "living_room_05_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "March 22th.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:38", "group_id": "living_room_05", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_05", "media_reference": "data/videos/robot/living_room_05.mp4", "query_cutoff_clip": 62, "question": "When is Nancy's birthday?", "question_type": ["Person Understanding", "Cross-Modal Reasoning"], "rationale": "Jee在拿出生日礼物时，Nancy开心地道谢，说可是我的生日是10天后呀，现在才3月12日，因此她的生日是在3月22", "sample_id": "living_room_05_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "A phone.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:38", "group_id": "living_room_05", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_05", "media_reference": "data/videos/robot/living_room_05.mp4", "query_cutoff_clip": 62, "question": "What Jee's birthday gift to Nancy?", "question_type": ["Person Understanding", "Cross-Modal Reasoning"], "rationale": "在拿出生日礼物后，jee说记得Nancy的手机有点卡，因此jee送的就是一部手机", "sample_id": "living_room_05_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Rose tea.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "12:41", "group_id": "living_room_05", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_05", "media_reference": "data/videos/robot/living_room_05.mp4", "query_cutoff_clip": 24, "question": "What kind of tea is brewed?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Jee问机器人家里还有什么茶叶，机器人回答到还有绿茶和玫瑰茶,Jee询问Nancy想喝什么，Nancy苦笑地说最近一直喝绿茶，不想再喝绿茶,因此可以泡玫瑰茶", "sample_id": "living_room_05_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Storage room.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "26:11", "group_id": "living_room_05", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_05", "media_reference": "data/videos/robot/living_room_05.mp4", "query_cutoff_clip": 51, "question": "Where is the shopping bag?", "question_type": ["General Knowledge Extraction"], "rationale": "Jee一回来就让机器人把购物袋送到储物间，因此再让机器人拿到厨房时，应该到储物间拿", "sample_id": "living_room_05_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the dining table.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "27:37", "group_id": "living_room_05", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_05", "media_reference": "data/videos/robot/living_room_05.mp4", "query_cutoff_clip": 54, "question": "Where is the cup?", "question_type": ["General Knowledge Extraction"], "rationale": "前面机器人把玫瑰花茶倒了两杯给Jee和Nancy，二人喝完后就放在了餐桌上，因此在收拾茶杯时，机器人可以直接从餐桌上拿走茶杯", "sample_id": "living_room_05_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Tomato and egg soup.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:38", "group_id": "living_room_05", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_05", "media_reference": "data/videos/robot/living_room_05.mp4", "query_cutoff_clip": 62, "question": "What is the soup for dinner for Jee and Nancy?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Jee问Lucy今天做了南瓜汤还是玉米汤，Lucy说我记得你提了你以前最喜欢的一个汤，我今天做的是这个，Jee说番茄鸡蛋汤吗，Jee带着回忆的神色说番茄鸡蛋汤，并向Nancy表达了感谢，因此二人的晚餐是番茄鸡蛋汤", "sample_id": "living_room_05_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Drawing teacher.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:38", "group_id": "living_room_05", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_05", "media_reference": "data/videos/robot/living_room_05.mp4", "query_cutoff_clip": 62, "question": "What's Jee's job?", "question_type": ["Person Understanding"], "rationale": "Lucy问jee为什么最近这么忙，Jee无奈地说今天教几个孩子美术，等我教完都很晚了，因此Jee是一名绘画教师", "sample_id": "living_room_05_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Because Nancy can't cook.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:38", "group_id": "living_room_05", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_05", "media_reference": "data/videos/robot/living_room_05.mp4", "query_cutoff_clip": 62, "question": "Why does Nancy need to order takeout for dinner?", "question_type": ["Person Understanding", "Cross-Modal Reasoning"], "rationale": "两人在吃饭时，Nancy提到，其实今天的菜都是外卖，她其实并不怎么会做饭，但又想吃好吃的菜，点外卖是两全其美的方法", "sample_id": "living_room_05_Q13", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Abe Hiroshi.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:38", "group_id": "living_room_05", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_05", "media_reference": "data/videos/robot/living_room_05.mp4", "query_cutoff_clip": 62, "question": "Who is Nancy's favorite actor？", "question_type": ["Person Understanding"], "rationale": "Nancy也十分欣赏石原里美，但又提到了阿部宽，说在她心目中，他比石原里美还厉害呢，演什么都自带一种神秘气质，说明Nancy喜欢Abe Hiroshi", "sample_id": "living_room_05_Q14", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Satomi Ishihara.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:38", "group_id": "living_room_05", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_05", "media_reference": "data/videos/robot/living_room_05.mp4", "query_cutoff_clip": 62, "question": "Which actor does Jee like?", "question_type": ["Person Understanding"], "rationale": "在聊起电视剧时，Jee说超喜欢石原里美演的角色，专业又可爱，是她很久以前就喜欢的女演员之一", "sample_id": "living_room_05_Q15", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the green box", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "05:44", "group_id": "living_room_07", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_07", "media_reference": "data/videos/robot/living_room_07.mp4", "query_cutoff_clip": 10, "question": "Where can the robot get the ballons?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction"], "rationale": "刚开始Dave分类装饰材料的时候，把丝带和气球等材料放到了绿盒子里，放气球的时候还说了声：气球。因此应该到绿盒子里拿气球。", "sample_id": "living_room_07_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "32:57", "group_id": "living_room_07", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_07", "media_reference": "data/videos/robot/living_room_07.mp4", "query_cutoff_clip": 64, "question": "Does Mia care about tidiness?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Hop Reasoning", "Multi-Detail Reasoning"], "rationale": "Mia曾提醒Dave吃水果前要洗手。后来Mia与Bella和Dave坐下后，一直在清理桌子和沙发。因此Mia是比较注重清洁的。", "sample_id": "living_room_07_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "6 years ago", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "32:57", "group_id": "living_room_07", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_07", "media_reference": "data/videos/robot/living_room_07.mp4", "query_cutoff_clip": 64, "question": "How many years ago did Mia, Bella and Dave meet?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Mia曾回忆起往事，提起她们是在16岁时相遇的。沙发上气球的数字形状显示今天是Bella的22岁生日。所以三个女孩实在六年前相遇的。", "sample_id": "living_room_07_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Bella", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "32:57", "group_id": "living_room_07", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_07", "media_reference": "data/videos/robot/living_room_07.mp4", "query_cutoff_clip": 64, "question": "Who is the least sensitive to time, Dave，Bella or Mia?", "question_type": ["Person Understanding", "Multi-Hop Reasoning", "Multi-Detail Reasoning"], "rationale": "Mia曾提到Bella会在20分钟内到达。Dave发现手机与时钟的时间不一致，Mia提出时钟的显示时间不准确。而根据Mia和Dave的对话，可以得知Bella经常迟到。所以Bella对时间最不敏感。原回答的解释写的是Bella，回答是Dave，原回答与原解释不符", "sample_id": "living_room_07_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Pink", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "32:57", "group_id": "living_room_07", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_07", "media_reference": "data/videos/robot/living_room_07.mp4", "query_cutoff_clip": 64, "question": "What color does Mia prefer?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Dave分类装饰材料时，说过丝带有三种颜色，然后Mia首次使用丝带时选了粉红色的。后来两人商量气球的颜色，Dave说分别用紫色和粉红色，Mia说两个都用粉红色。再后来用丝带装饰圣诞树时，Mia说粉红色很重要，要先放粉红色的，于是她自己用的丝带都是粉色的。推测Mia喜欢粉色。", "sample_id": "living_room_07_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Pink", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "06:59", "group_id": "living_room_07", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_07", "media_reference": "data/videos/robot/living_room_07.mp4", "query_cutoff_clip": 12, "question": "What color ribbon should be used to decorate the Christmas tree?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Mia在第一次使用丝带时，用的是粉红色的。后来两人谈及气球的颜色，Mia说两个粉红色的气球会比较好。因此推测丝带使用粉红色的。", "sample_id": "living_room_07_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the green box", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "06:59", "group_id": "living_room_07", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_07", "media_reference": "data/videos/robot/living_room_07.mp4", "query_cutoff_clip": 12, "question": "From what color box should the ribbons be taken?", "question_type": ["Cross-Modal Reasoning"], "rationale": "Dave询问Mia是否能帮她剪彩带，Mia指了指绿色盒子，说：在这个盒子里。后来Mia也从这个绿色盒子拿出过丝带。", "sample_id": "living_room_07_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Mango", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "27:07", "group_id": "living_room_07", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_07", "media_reference": "data/videos/robot/living_room_07.mp4", "query_cutoff_clip": 53, "question": "What fruit should the robot take to Dave?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Dave曾提到点了含有芒果、草莓、奥利奥馅的蛋糕，并说过草莓是Mia喜欢的，奥利奥是Bella喜欢的。所以剩下的芒果是她自己喜欢的。", "sample_id": "living_room_07_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Cocona milk", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "29:27", "group_id": "living_room_07", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_07", "media_reference": "data/videos/robot/living_room_07.mp4", "query_cutoff_clip": 57, "question": "What drink should the robot take to Bella?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Bella说要和Mia喝一样的，而Mia早前喝的是椰汁，所以Bella也喝椰汁。", "sample_id": "living_room_07_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "About 5:55", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "32:57", "group_id": "living_room_07", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_07", "media_reference": "data/videos/robot/living_room_07.mp4", "query_cutoff_clip": 64, "question": "what time should the robot adjust the clock to?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "时钟曾显示当前时间为6:22，而Dave指出手机显示的是5:55，Mia说时钟快了，所以当时正确的时间是5:55。因此她们大约在5:55左右准备生日派对。", "sample_id": "living_room_07_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Mia", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "32:57", "group_id": "living_room_07", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_07", "media_reference": "data/videos/robot/living_room_07.mp4", "query_cutoff_clip": 64, "question": "Who is more careful, Mia or Dave?", "question_type": ["Person Understanding", "Multi-Hop Reasoning", "Multi-Detail Reasoning"], "rationale": "Mia很早就提醒Dave要包装礼物。但是Dave还是忘了。Dave吃芒果前忘记洗手，Mia就提醒她要洗手。而且Dave还不记得自己的饮料放在了哪里。", "sample_id": "living_room_07_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "32:57", "group_id": "living_room_07", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_07", "media_reference": "data/videos/robot/living_room_07.mp4", "query_cutoff_clip": 64, "question": "Is Mia good at planning?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Mia曾提出树的装饰不用像圣诞树一样复杂，并计划实施在树上挂她们三人的照片，还预设把礼物放在沙发后面当作惊喜，最后Bella在沙发后面发现惊喜的时候十分惊讶开心。因此Mia是擅长计划的。", "sample_id": "living_room_07_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "at ten o'clock.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "06:14", "group_id": "living_room_09", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_09", "media_reference": "data/videos/robot/living_room_09.mp4", "query_cutoff_clip": 11, "question": "When will Sam came?", "question_type": ["Cross-Modal Reasoning"], "rationale": "Jay和Sam开始打电话的时候说10点到,后面Jay忘记了，问机器人，机器人告诉她十点到", "sample_id": "living_room_09_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Twice.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "35:49", "group_id": "living_room_09", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_09", "media_reference": "data/videos/robot/living_room_09.mp4", "query_cutoff_clip": 70, "question": "How many times does Robot get the cloth?", "question_type": ["Multi-Detail Reasoning"], "rationale": "视频中玻璃脏了机器人拿了一次抹布去清理，后面俩人吃完饭后机器人又拿了一次抹布清理桌子，所以一共拿了两次抹布", "sample_id": "living_room_09_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "35:49", "group_id": "living_room_09", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_09", "media_reference": "data/videos/robot/living_room_09.mp4", "query_cutoff_clip": 70, "question": "Do Jay and Sam have a rapport?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "俩人后面互送礼物的时候，礼物是一样的，说明俩人之间很有默契", "sample_id": "living_room_09_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "A tidy person.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "35:49", "group_id": "living_room_09", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_09", "media_reference": "data/videos/robot/living_room_09.mp4", "query_cutoff_clip": 70, "question": "Does Jay care a lot about tidiness?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "视频中Jay看到哪里脏了会清理，Sam来的时候说一定要换拖鞋，机器人拿外卖放茶几上也会说食物应该放餐桌上，这些片段都可以看出Jay是一个整洁的人", "sample_id": "living_room_09_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Climbing mountain.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "35:49", "group_id": "living_room_09", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_09", "media_reference": "data/videos/robot/living_room_09.mp4", "query_cutoff_clip": 70, "question": "What would Jay and Sam plan to do tomorrow?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "俩人商量旅行计划的时候，Jay提议去商场，Sam说去了太多次，然后说可以去爬山，但是要天气好，问机器人说明天是晴天，所以明天俩人计划会去爬山", "sample_id": "living_room_09_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Because she broke up with her boyfriend and her boss didn't satisfy her performance.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "09:47", "group_id": "living_room_09", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_09", "media_reference": "data/videos/robot/living_room_09.mp4", "query_cutoff_clip": 18, "question": "Why did Jay upset and nervous currently?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Jay在跟Sam聊天的时候问到近况，首先Jay自己前段时间才跟男朋友分了手，其次自己最近工作压力也很大，老板老是让自己加班，也不知道能不能升职，因此可以推断出Jay最近心情低落是分手并且对工作焦虑导致的", "sample_id": "living_room_09_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "12:11", "group_id": "living_room_09", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_09", "media_reference": "data/videos/robot/living_room_09.mp4", "query_cutoff_clip": 23, "question": "Is it okay to store freshly purchased dragon fruit in the refrigerator?", "question_type": ["General Knowledge Extraction"], "rationale": "在Sam和Jay交流的过程中，Sam问Jay是不是买了火龙果并且把它放进冰箱了，并且告诉她不是所有水果都能放冰箱，热带水果放冰箱的话会影响口感，由此推测出火龙果不适合放冰箱储存", "sample_id": "living_room_09_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "18:13", "group_id": "living_room_09", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_09", "media_reference": "data/videos/robot/living_room_09.mp4", "query_cutoff_clip": 35, "question": "Does Jay like spicy food or not?", "question_type": ["Person Understanding"], "rationale": "虽然午饭Jay说自己不点辣的东西，但是能吃辣，只是现在嘴里长了个溃疡", "sample_id": "living_room_09_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Coffee table.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "23:08", "group_id": "living_room_09", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_09", "media_reference": "data/videos/robot/living_room_09.mp4", "query_cutoff_clip": 45, "question": "Where should Robot take the cloth from?", "question_type": ["General Knowledge Extraction"], "rationale": "之前玻璃脏的时候，robot就是在茶几上拿的抹布清理，清理完后又放回茶几上了", "sample_id": "living_room_09_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Put them back to the first layer of shoe rack. ", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "28:20", "group_id": "living_room_09", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_09", "media_reference": "data/videos/robot/living_room_09.mp4", "query_cutoff_clip": 55, "question": "What should the Robot do with slippers after guests leave？", "question_type": ["General Knowledge Extraction"], "rationale": "Sam 进来的时候拖鞋是从鞋柜里拿出来的，走之后也要放回原地方", "sample_id": "living_room_09_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "35:49", "group_id": "living_room_09", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_09", "media_reference": "data/videos/robot/living_room_09.mp4", "query_cutoff_clip": 70, "question": "Did Jay eat much these days?", "question_type": ["Person Understanding", "Cross-Modal Reasoning"], "rationale": "俩人在吃午饭的时候Jay只吃了几口就说自己饱了不吃了，Sam问她是不是在节食，她说是的，最近在控制体重，由此可以推测Jay最近吃的不多", "sample_id": "living_room_09_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Just talk but no practice", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "35:49", "group_id": "living_room_09", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_09", "media_reference": "data/videos/robot/living_room_09.mp4", "query_cutoff_clip": 70, "question": "Does sam put it into practice or just talk about it?", "question_type": ["Person Understanding", "Cross-Modal Reasoning"], "rationale": "视频中Sam和Jay决定出去玩，但是不想去商场，因为去了太多次，后面决定可以爬山，然后Sam说自己一直有爬山的想法，只是没有付诸实践，由此可以推测出她不是一个行动派", "sample_id": "living_room_09_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Friends.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "35:49", "group_id": "living_room_09", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_09", "media_reference": "data/videos/robot/living_room_09.mp4", "query_cutoff_clip": 70, "question": "What's the relationship between Jay and Sam?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "视频中Sam说要来Jay家里玩，中间俩人聊了很久的天，又一起聊综艺，说附近的商场一起去了很多次，还给对方准备了小礼物，从这些片段能够得知俩人是很好的朋友", "sample_id": "living_room_09_Q13", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "01:44", "group_id": "living_room_11", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_11", "media_reference": "data/videos/robot/living_room_11.mp4", "query_cutoff_clip": 2, "question": "Does Tiki wear the hat to stay cool?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Meg曾说外面这么热，Tiki还要戴帽子，因此推断热的时候是不带帽子的。然后Meg说外面太阳很大，要带帽子，以防太阳晒伤她的皮肤。所以戴帽子是为了防止晒伤，而不是为了保持凉爽。", "sample_id": "living_room_11_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "21:23", "group_id": "living_room_11", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_11", "media_reference": "data/videos/robot/living_room_11.mp4", "query_cutoff_clip": 41, "question": "Does Tiki love chocolates very much?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "选择零食时Tiki说要巧克力，即使是蛀牙了也要吃，后来她对爆米花的评价是：如果是巧克力风味的就更好了。后来她说想吃日料，其他两人没同意，然后Joy推荐了一家披萨店，说这家店有巧克力味的披萨，于是她就同意了点披萨。因此她很喜欢巧克力。", "sample_id": "living_room_11_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the tea table", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "22:11", "group_id": "living_room_11", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_11", "media_reference": "data/videos/robot/living_room_11.mp4", "query_cutoff_clip": 43, "question": "Where can the robot get the rag?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "早前Meg想喝果汁时不小心把它打翻了，然后Joy说要拿抹布擦干净，擦完之后Joy把抹布放到了茶几上。所以应该到茶几上拿抹布。", "sample_id": "living_room_11_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "26:53", "group_id": "living_room_11", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_11", "media_reference": "data/videos/robot/living_room_11.mp4", "query_cutoff_clip": 52, "question": "Did Meg indeed have a healthy diet recently?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Meg说自己想尝试做些更健康的食物，Tiki回应说Meg最近一直在吃减脂餐，然后Meg说自己最近在控制体形，减少油和脂肪的摄入量。最后Joy说：这能从你的体形中看出来，你瘦了。因此Meg最近的确在健康饮食。", "sample_id": "living_room_11_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "She treats them well and generously.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "32:31", "group_id": "living_room_11", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_11", "media_reference": "data/videos/robot/living_room_11.mp4", "query_cutoff_clip": 64, "question": "Does Joy treat her guests generously?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "两人刚来到Joy的家时都说很热，于是Joy拿纸巾给她们擦汗，还说要把空调调到舒适的温度。然后Joy给另外两人吃了她的零食、喝了果汁、点了披萨外卖。后来聊起晚上可能会下雨时，Joy注意到她们没带伞，于是提出晚上待在她家。因此Joy对待客人很好很大方。", "sample_id": "living_room_11_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Lowered", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "02:30", "group_id": "living_room_11", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_11", "media_reference": "data/videos/robot/living_room_11.mp4", "query_cutoff_clip": 4, "question": "Should the temperature of the air conditioning be lowered or raised?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Meg提到过很热，Joy曾给另外两人递纸巾，让他们擦汗，Tiki也曾说外面太阳很大，还说今天很热。因此应该把空调温度调低。", "sample_id": "living_room_11_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "romantic movies", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "05:12", "group_id": "living_room_11", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_11", "media_reference": "data/videos/robot/living_room_11.mp4", "query_cutoff_clip": 9, "question": "What kind of movie does Meg like?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "选择电影时，Joy说想看有趣的电影，Tiki说想看科幻类的电影，Meg惊讶地问:不会很伤脑吗？我不喜欢这样的。后来Tiki推荐了“情书”这部电影，还说很浪漫。后来抽签抽到Tiki的科幻电影时，Meg又说了一遍:希望不会太伤脑，还说想好好休息，不想思考太多。因此她应该喜欢轻松点的电影和罗曼史类的电影原回答的relaxing movies 和 romantic movies不是并列关系，可看作包含关系，直接回答出具体类型，更准确些", "sample_id": "living_room_11_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Intersteller", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "05:17", "group_id": "living_room_11", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_11", "media_reference": "data/videos/robot/living_room_11.mp4", "query_cutoff_clip": 9, "question": "Which movie should the robot choose?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "选择电影时三个人都提出了各自想看的电影了，Tiki喜欢的是科幻片，她说想看“星际穿越”。然后三人决定抽签决定，最后抽到的是写了Tiki名字的纸条，所以应该是看“星际穿越”。", "sample_id": "living_room_11_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "07:39", "group_id": "living_room_11", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_11", "media_reference": "data/videos/robot/living_room_11.mp4", "query_cutoff_clip": 14, "question": "Did Tiki pay attention to her cavities ?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "当谈到吃零食时，Tiki说想吃巧克力，Meg问她吃这么多甜的，不怕蛀牙吗？Tiki说自己已经有蛀牙了，但吃糖能让她开心，还说自己去看过医生了，医生让她别总吃糖。但之前Tiki在谈及零食时还是说了想吃巧克力。因此她没有考虑到她的蛀牙。", "sample_id": "living_room_11_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Popcorn and chocolate", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "07:39", "group_id": "living_room_11", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_11", "media_reference": "data/videos/robot/living_room_11.mp4", "query_cutoff_clip": 14, "question": "What snacks should the robot bring ?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Joy问其他两人想吃什么零食时，Meg说看电影不能没有爆米花，意思就是她要爆米花。Tiki说要巧克力，虽然Meg提醒她会蛀牙，但她说医生说只要不经常吃就行，然后其他两人笑了一下没有反对。因此应该拿爆米花和巧克力。", "sample_id": "living_room_11_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Tissues and snacks", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "11:41", "group_id": "living_room_11", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_11", "media_reference": "data/videos/robot/living_room_11.mp4", "query_cutoff_clip": 22, "question": "What’s on the tea table should the robot tidy up?", "question_type": ["Multi-Detail Reasoning"], "rationale": "早前Joy曾给另外两人递纸巾，叫她们擦擦汗，两人擦完汗后把纸巾放到了茶几上。后来三人看电影时吃了会儿零食，然后把零食也放到了桌上。因此应该清理纸巾和零食。", "sample_id": "living_room_11_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "1 mango juice and 2 watermelon juices", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "13:18", "group_id": "living_room_11", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_11", "media_reference": "data/videos/robot/living_room_11.mp4", "query_cutoff_clip": 25, "question": "What juices should the robot prepare?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Joy问另外两人要芒果汁还是西瓜汁，还说她自己喜欢芒果汁，Meg说她要西瓜汁，然后Tiki说她不能喝芒果汁，上次吃了芒果之后去了医院的过敏部门。因此她应该只能喝西瓜汁。所以应该准备一杯芒果汁和两杯西瓜汁。", "sample_id": "living_room_11_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "realistic movies", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "17:50", "group_id": "living_room_11", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_11", "media_reference": "data/videos/robot/living_room_11.mp4", "query_cutoff_clip": 34, "question": "What kind of movie does Joy love?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "三人选择电影时，Joy说想看有趣的电影，问其他两人能不能看能让人们开口常笑的电影。后来在看Tiki喜欢的科幻电影时，Joy觉得看不下去，一直在看手机，Meg问她为什么不看，她说她喜欢写实类的电影，这部科幻电影太多特效了，不真实。因此她喜欢有趣的电影和写实类的电影。原回答的funny movies 和 realistic movies不是并列关系，可看作包含关系，直接回答出具体类型，更准确些", "sample_id": "living_room_11_Q13", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "06:56", "group_id": "living_room_12", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_12", "media_reference": "data/videos/robot/living_room_12.mp4", "query_cutoff_clip": 12, "question": "Are the fashion magazines placed in chronological order?", "question_type": ["General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "第一本2024年12月的杂志放在了中间，7月的放在了它的右边，2025年的放在了它的左边。因此杂志是按时间顺序摆放的。", "sample_id": "living_room_12_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Powerful cleaner", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:10", "group_id": "living_room_12", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_12", "media_reference": "data/videos/robot/living_room_12.mp4", "query_cutoff_clip": 61, "question": "What should the robot use to clean the juice residue on the floor?", "question_type": ["General Knowledge Extraction"], "rationale": "Chloe和Eva擦拭玻璃上的污垢时，使用了强力清洁剂，然后玻璃变得非常干净。所以应该用清洁剂清理残渣。", "sample_id": "living_room_12_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "35:34", "group_id": "living_room_12", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_12", "media_reference": "data/videos/robot/living_room_12.mp4", "query_cutoff_clip": 70, "question": "Does Eva do things carefully?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Eva会把脏衣服乱扔到沙发上，还说沙发上的衣服是她工作后随手扔的，Chloe也让她以后别这样了。Eva还会把她的玩偶忘在杂物堆里，也不记得遥控器放在哪里，所以她并不细心。", "sample_id": "living_room_12_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "35:34", "group_id": "living_room_12", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_12", "media_reference": "data/videos/robot/living_room_12.mp4", "query_cutoff_clip": 70, "question": "Is Chloe patient?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "当Eva回忆起她把脏衣服放在沙发上的场景时。Chloe说别再废话了，快搞清洁，还说Eva太乱了。而且Chloe收拾了一下杂志之后就累了不想做了，还与Eva扯着嗓子争执，让Eva不要教训她。因此推测Chloe会有点不耐心。", "sample_id": "living_room_12_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Sofa", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "07:25", "group_id": "living_room_12", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_12", "media_reference": "data/videos/robot/living_room_12.mp4", "query_cutoff_clip": 13, "question": "Where should clean cloth beplaced?", "question_type": ["General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "Eva查看她的脏衣服时，Chloe让Eva赶紧完成清洁，然后Eva就把脏衣服拿到了阳台，然后将剩下的干净衣服叠好了放在灰色沙发上", "sample_id": "living_room_12_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "3", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "14:20", "group_id": "living_room_12", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_12", "media_reference": "data/videos/robot/living_room_12.mp4", "query_cutoff_clip": 27, "question": "How many things are used to take care of the plants?", "question_type": ["Multi-Detail Reasoning"], "rationale": "两人照顾植物时，先用纸巾把叶子上的灰尘擦干净，然后给植物浇水，最后加了肥料，因此一共需要三种东西。", "sample_id": "living_room_12_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Put Eva's document and the books together.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "17:15", "group_id": "living_room_12", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_12", "media_reference": "data/videos/robot/living_room_12.mp4", "query_cutoff_clip": 33, "question": "What should the robot do after putting the filming prop right?", "question_type": ["General Knowledge Extraction"], "rationale": "Eva曾在清理完电器后，拿笔到清洁任务表上打勾。视频中机器人把filming prop放好后，接着把桌上的文件和书放到了一起，所以同学答案更加合理。", "sample_id": "living_room_12_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Wet cloth and cleaner", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "19:53", "group_id": "living_room_12", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_12", "media_reference": "data/videos/robot/living_room_12.mp4", "query_cutoff_clip": 38, "question": "What tools should be used to clean the glass?", "question_type": ["General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "两人首先用湿布擦了擦玻璃，发现擦不干净后又使用了强力清洁剂，喷完清洁剂后继续用湿布擦拭。", "sample_id": "living_room_12_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "在22：55秒之前机器人才完整说出打扫完沙发之后还剩几件事，所以需要调整时间戳。", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "22:55", "group_id": "living_room_12", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_12", "media_reference": "data/videos/robot/living_room_12.mp4", "query_cutoff_clip": 44, "question": "How many things are left unfinished after the sofa is cleaned?", "question_type": ["Multi-Detail Reasoning"], "rationale": "写清洁计划是两人写下了扫地、整理杂物、清洁家具和电器、给植物浇水、更换沙发套、清洁玻璃窗、挂装饰画。中途两人发现遥控不见了，说要晚点找出来。两人清洁完沙发后查看做了什么，包括整理杂物、清洁家具和电器、和给植物浇水。并且在清洁过程中两人已用清洁剂清洁玻璃窗户。所以还没完成的事情包括扫地、更换沙发套、挂装饰画和找遥控器，一共四件。", "sample_id": "living_room_12_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Balcony", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "25:27", "group_id": "living_room_12", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_12", "media_reference": "data/videos/robot/living_room_12.mp4", "query_cutoff_clip": 49, "question": "Where should the robot put the dirty sofa cover?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "Chloe说脏的沙发套应该和Eva的脏衣服放到一起。早些时候Eva把她的脏衣服放到了阳台，所以脏的沙发套也应该放阳台。", "sample_id": "living_room_12_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Decorative painting", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "25:57", "group_id": "living_room_12", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_12", "media_reference": "data/videos/robot/living_room_12.mp4", "query_cutoff_clip": 50, "question": "What's the delivery?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "制作清洁计划表时Eva说过她买了装饰画，快递马上就到了。所以快递应该是装饰画。", "sample_id": "living_room_12_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "3", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "29:30", "group_id": "living_room_12", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_12", "media_reference": "data/videos/robot/living_room_12.mp4", "query_cutoff_clip": 58, "question": "How many steps are done for changing the decorative painting?", "question_type": ["Multi-Detail Reasoning"], "rationale": "两人更换装饰画时先把旧的取下来，再把新的装上去，最后调整位置。", "sample_id": "living_room_12_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Emily", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "08:13", "group_id": "living_room_13", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_13", "media_reference": "data/videos/robot/living_room_13.mp4", "query_cutoff_clip": 15, "question": "Who won in the orange racing game?", "question_type": ["Multi-Hop Reasoning"], "rationale": "Emily在中间且她的橙子第一个到达终点，因此Emily胜利", "sample_id": "living_room_13_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Tina.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "29:40", "group_id": "living_room_13", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_13", "media_reference": "data/videos/robot/living_room_13.mp4", "query_cutoff_clip": 58, "question": "Who knows more about Thanksgiving?", "question_type": ["Person Understanding", "Multi-Hop Reasoning", "Multi-Detail Reasoning"], "rationale": "Tina在关于感恩节的问答中回答出了更多的问题", "sample_id": "living_room_13_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Tina.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:16", "group_id": "living_room_13", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_13", "media_reference": "data/videos/robot/living_room_13.mp4", "query_cutoff_clip": 61, "question": "Who won the most today?", "question_type": ["Multi-Hop Reasoning"], "rationale": "Tina赢了三局游戏", "sample_id": "living_room_13_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Emily", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "33:04", "group_id": "living_room_13", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_13", "media_reference": "data/videos/robot/living_room_13.mp4", "query_cutoff_clip": 65, "question": "Who prepared corn peeling game?", "question_type": ["Multi-Hop Reasoning"], "rationale": "Emily一种准备了四种游戏，其中一个是问答。", "sample_id": "living_room_13_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Five.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "33:04", "group_id": "living_room_13", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_13", "media_reference": "data/videos/robot/living_room_13.mp4", "query_cutoff_clip": 65, "question": "How many gifts did Emily prepare in total?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Emily一共准备了四个游戏的礼物一共准备了4个游戏，但是礼物是5个，corn game中，有2个人获得奖品。", "sample_id": "living_room_13_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Orange racing.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "33:04", "group_id": "living_room_13", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_13", "media_reference": "data/videos/robot/living_room_13.mp4", "query_cutoff_clip": 65, "question": "Which game did Emily win?", "question_type": ["Multi-Hop Reasoning"], "rationale": "Emily赢得了橘子赛跑游戏。", "sample_id": "living_room_13_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Small table next to the sofa ; The table next to the refrige.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "09:48", "group_id": "living_room_13", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_13", "media_reference": "data/videos/robot/living_room_13.mp4", "query_cutoff_clip": 18, "question": "Where should the oranges go?", "question_type": ["General Knowledge Extraction"], "rationale": "Tina从沙发旁将三个南瓜抱起放在了茶几上。因此游戏结束后也应放回沙发旁边的小桌子都可以，参照物不同，桌子既在冰箱旁边，也在沙发旁边。", "sample_id": "living_room_13_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Tina gets 2 and Ella gets one.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "13:45", "group_id": "living_room_13", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_13", "media_reference": "data/videos/robot/living_room_13.mp4", "query_cutoff_clip": 26, "question": "How much corn have Tina and Ella each found now?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Tina从沙发底下和茶几找到了两个，Ella找到了一个", "sample_id": "living_room_13_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "The box next to the TV. ; On the TV stand.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "16:18", "group_id": "living_room_13", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_13", "media_reference": "data/videos/robot/living_room_13.mp4", "query_cutoff_clip": 31, "question": "Where do you get the presents?", "question_type": ["General Knowledge Extraction"], "rationale": "第一个橙子游戏的礼物就是从电视机旁的盒子拿的，因此礼物可能被集中放在电视机旁的盒子。都可以，参照物不同，礼物在电视柜上面，也在电视旁边的盒子里面。", "sample_id": "living_room_13_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In front of the TV. ; On the TV stand.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "19:11", "group_id": "living_room_13", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_13", "media_reference": "data/videos/robot/living_room_13.mp4", "query_cutoff_clip": 37, "question": "Where are the three bowls now?", "question_type": ["General Knowledge Extraction"], "rationale": "可以观察到碗在电视机前的柜子上都可以，参照物不同，碗在电视柜上面，也在电视前面。", "sample_id": "living_room_13_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Ella gets 52, Tina gets 42 and Emily gets 38.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "26:05", "group_id": "living_room_13", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_13", "media_reference": "data/videos/robot/living_room_13.mp4", "query_cutoff_clip": 51, "question": "What was the corn counting game score for the three?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "根据Tina叙述的三人剥玉米的数量可以判断", "sample_id": "living_room_13_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Ella and Tina.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "26:05", "group_id": "living_room_13", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_13", "media_reference": "data/videos/robot/living_room_13.mp4", "query_cutoff_clip": 51, "question": "Which two people can get the gift in the corn counting game?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Ella and Tina剥玉米的数量是前两名，因此可以获得奖品", "sample_id": "living_room_13_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Ella.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "26:57", "group_id": "living_room_13", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_13", "media_reference": "data/videos/robot/living_room_13.mp4", "query_cutoff_clip": 52, "question": "Who moved the water glass and spilled the water?", "question_type": ["Person Understanding"], "rationale": "Ella找玉米的过程中把水打翻了", "sample_id": "living_room_13_Q13", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Orange game, find the corn and peel the corn game", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "29:21", "group_id": "living_room_13", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_13", "media_reference": "data/videos/robot/living_room_13.mp4", "query_cutoff_clip": 57, "question": "What game was played today?", "question_type": ["Multi-Detail Reasoning"], "rationale": "一共玩了三个游戏，橘子赛跑，找玉米，剥玉米粒三个游戏。", "sample_id": "living_room_13_Q14", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Because she can't buy any more potted plants.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "02:25", "group_id": "living_room_14", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_14", "media_reference": "data/videos/robot/living_room_14.mp4", "query_cutoff_clip": 3, "question": "Why was Joy upset at first?", "question_type": ["Person Understanding", "Cross-Modal Reasoning"], "rationale": "Joy开始想出门买一些盆栽，但Jane说只能看不能买，然后Joy就没有去了，所以可以推测这是Joy不开心的原因", "sample_id": "living_room_14_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Oranges.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "36:43", "group_id": "living_room_14", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_14", "media_reference": "data/videos/robot/living_room_14.mp4", "query_cutoff_clip": 72, "question": "What's Joy's favorite fruit?", "question_type": ["Person Understanding", "Cross-Modal Reasoning"], "rationale": "Jessie买的水果是橘子，是Joy首先提出要吃橘子，并让机器人去切，吃完橘子后表示自己很喜欢吃橘子，是橘子脑，所以可以看出她最喜欢的水果是橘子", "sample_id": "living_room_14_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Jessie.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "36:43", "group_id": "living_room_14", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_14", "media_reference": "data/videos/robot/living_room_14.mp4", "query_cutoff_clip": 72, "question": "Who has won the most times?", "question_type": ["Multi-Detail Reasoning"], "rationale": "三人一共玩了七轮，Jessie赢了四次，所以她赢的次数最多", "sample_id": "living_room_14_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "One.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "36:43", "group_id": "living_room_14", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_14", "media_reference": "data/videos/robot/living_room_14.mp4", "query_cutoff_clip": 72, "question": "How many times did Joy go out?", "question_type": ["Person Understanding"], "rationale": "开始Joy想出门买盆栽，但Jane不让所以没有出门，只有最后三人一起出去吃饭，出了一次门", "sample_id": "living_room_14_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "36:43", "group_id": "living_room_14", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_14", "media_reference": "data/videos/robot/living_room_14.mp4", "query_cutoff_clip": 72, "question": "Does Jane care about tidiness?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Jane开始听到Jessie要来家里之后就开始收拾桌子，拿出零食，后面Jessie进来之后把衣服随便放沙发上，Jane说别把家里弄乱，然后帮她挂衣服，还有要出门前也是Jane让机器人打扫桌子，因此从这些片段可以知道Jane是一个爱整洁的人", "sample_id": "living_room_14_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the left rack near by the sofa.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "06:04", "group_id": "living_room_14", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_14", "media_reference": "data/videos/robot/living_room_14.mp4", "query_cutoff_clip": 11, "question": "Where is the remote control after used by Joy?", "question_type": ["General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "Joy开始从茶几下面拿出遥控器开电视，然后把遥控器放到了沙发旁边的置物架上", "sample_id": "living_room_14_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the fruit bowl.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "07:23", "group_id": "living_room_14", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_14", "media_reference": "data/videos/robot/living_room_14.mp4", "query_cutoff_clip": 13, "question": "Where is the fruit knife?", "question_type": ["General Knowledge Extraction"], "rationale": "Jane接到Jessie要来的电话后，将茶几上的东西，包括水果和水果刀放到了茶几下面，所以后面要切橘子问机器人到在哪就可以知道在茶几下面视频展示水果刀在果盘里，且不只有水果刀在咖啡桌下，所以同学答案更准确。", "sample_id": "living_room_14_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Under the coffee table.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "15:18", "group_id": "living_room_14", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_14", "media_reference": "data/videos/robot/living_room_14.mp4", "query_cutoff_clip": 29, "question": "Where is Jane's cup?", "question_type": ["Cross-Modal Reasoning"], "rationale": "Jane开始在收拾东西时把水壶和自己的杯子都放到茶几下面，后面Jessie想喝水问她杯子在哪，由前面的片段可以得知杯子在茶几下", "sample_id": "living_room_14_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No one.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "18:08", "group_id": "living_room_14", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_14", "media_reference": "data/videos/robot/living_room_14.mp4", "query_cutoff_clip": 35, "question": "Who won the card game in the first round?", "question_type": ["General Knowledge Extraction"], "rationale": "Joy在第一轮发牌，Jessie和Jane的点数都大于21，所以两人都没有赢，且Joy没有将王拿走，不符合规则", "sample_id": "living_room_14_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the TV stand.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "24:48", "group_id": "living_room_14", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_14", "media_reference": "data/videos/robot/living_room_14.mp4", "query_cutoff_clip": 48, "question": "Where is the snack?", "question_type": ["General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "开始的时候Jane 从储物柜拿出零食，并把它放到了电视柜上，后面想起来还有零食可以吃，所以由前面的片段可以得知零食在电视机柜子上", "sample_id": "living_room_14_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the TV stand.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "29:24", "group_id": "living_room_14", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_14", "media_reference": "data/videos/robot/living_room_14.mp4", "query_cutoff_clip": 57, "question": "Where is the drink?", "question_type": ["General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "开始Jane 从储物柜拿出饮料，并把它放到了电视柜上，后面三人渴了想喝饮料让机器人拿，由前面的片段可以得出饮料在电视柜上", "sample_id": "living_room_14_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the first layer of the table between two sofas.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "32:03", "group_id": "living_room_14", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_14", "media_reference": "data/videos/robot/living_room_14.mp4", "query_cutoff_clip": 63, "question": "Where is the magzine Jane read before?", "question_type": ["General Knowledge Extraction"], "rationale": "在Joy没出成门买花后，Jane把杂志放在了沙发中间的柜子里视频展示Jane把杂志放在两个沙发中间柜子的第一格，同学答案更准确。", "sample_id": "living_room_14_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the second layer of the cabinet in the balcony.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "33:41", "group_id": "living_room_14", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_14", "media_reference": "data/videos/robot/living_room_14.mp4", "query_cutoff_clip": 66, "question": "Where should Robot put the snacks and drinks?", "question_type": ["General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "Jane 从储物柜拿出零食和饮料，并把它放到了电视柜上，后面三人吃了零食喝了饮料，但是还没吃完喝完就要出去吃饭，所以让机器人帮忙收拾，所以推测没吃完喝完的零食和饮料应该放到最开始的地方，就是储物柜里视频展示刚开始 Jane从阳台上的柜子里的第二层取出了零食，所以最后机器人也该把它们放回这里，同学答案较参考答案更加精确。", "sample_id": "living_room_14_Q13", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the third shelf.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "8:16", "group_id": "living_room_17", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_17", "media_reference": "data/videos/robot/living_room_17.mp4", "query_cutoff_clip": 15, "question": "Is Leo's water cup on the second or third shelf from the top of the rack?", "question_type": ["General Knowledge Extraction"], "rationale": "Leo忽然觉得口渴，走出画面去拿水杯，随后回到画面里把水杯放在了电视旁柜子的第三个架子上", "sample_id": "living_room_17_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Software engineer. ; System program design", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "38:49", "group_id": "living_room_17", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_17", "media_reference": "data/videos/robot/living_room_17.mp4", "query_cutoff_clip": 76, "question": "What's Mia's job?", "question_type": ["Person Understanding"], "rationale": "Leo说Mia很久没弹尤克里里了，Mia回答自己正在设计一款程序，因此Mia是一名程序员同义回答，但是参考答案优于同学回答", "sample_id": "living_room_17_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Student.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "38:49", "group_id": "living_room_17", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_17", "media_reference": "data/videos/robot/living_room_17.mp4", "query_cutoff_clip": 76, "question": "What's Leo's social tatus?", "question_type": ["Person Understanding"], "rationale": "Leo聊着聊着天突然说道她忘记做她的homework，也和老师说了她会晚交会作业，可知她还是个学生", "sample_id": "living_room_17_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Leo's teacher.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "38:49", "group_id": "living_room_17", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_17", "media_reference": "data/videos/robot/living_room_17.mp4", "query_cutoff_clip": 76, "question": "Who's the previous owner of the book read by Mia?", "question_type": ["Cross-Modal Reasoning"], "rationale": "Mia边读书边说，为什么这本书这么无聊，Leo回答我也不知道，我也不喜欢读这本书，但这是我老师给我的，我才一直留着它,推断出Leo的老师是这本书的上一任所有者", "sample_id": "living_room_17_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Grape.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "38:49", "group_id": "living_room_17", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_17", "media_reference": "data/videos/robot/living_room_17.mp4", "query_cutoff_clip": 76, "question": "What fruit does Jack like to eat?", "question_type": ["Person Understanding"], "rationale": "Jack进门后，机器人询问他想吃什么，他回答说葡萄，可知这是他喜欢的水果", "sample_id": "living_room_17_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "38:49", "group_id": "living_room_17", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_17", "media_reference": "data/videos/robot/living_room_17.mp4", "query_cutoff_clip": 76, "question": "Would Mia like programs like Running Man?", "question_type": ["Person Understanding", "Cross-Modal Reasoning"], "rationale": "Leo在翻找电视节目时，询问Mia喜欢看什么节目，Mia回答综艺，因此她会喜欢看Running Man", "sample_id": "living_room_17_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Negative.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "38:49", "group_id": "living_room_17", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_17", "media_reference": "data/videos/robot/living_room_17.mp4", "query_cutoff_clip": 76, "question": "Is Mia and Leo positive or negative towards their careers?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Mia说自己已经改了好几版方案，老板还是不满意，Leo感叹这就是毕业后的生活吗，二人一致同意毕业后大家都会成为老板的奴隶，可见对她们的工作生涯是持消极态度的", "sample_id": "living_room_17_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the drawer under TV.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "10:17", "group_id": "living_room_17", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_17", "media_reference": "data/videos/robot/living_room_17.mp4", "query_cutoff_clip": 19, "question": "Where is the TV remote control?", "question_type": ["General Knowledge Extraction"], "rationale": "Leo让机器人收拾下桌子，Leo把遥控器放在了电视下边的抽屉里，随后Leo又让把遥控器拿给她，机器人又从抽屉里拿出，说明遥控器在抽屉里", "sample_id": "living_room_17_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the cabinet on the right side of the TV. ; On the cabinet by the door", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "18:53", "group_id": "living_room_17", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_17", "media_reference": "data/videos/robot/living_room_17.mp4", "query_cutoff_clip": 36, "question": "Where is Mia's ukulele?", "question_type": ["Cross-Modal Reasoning"], "rationale": "Leo说很久没见Mia弹尤克里里了，随后Mia让机器人从客厅电视旁的右边柜子上拿来了尤克里里同义回答，但是参考答案优于同学回答", "sample_id": "living_room_17_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Jack.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "20:55", "group_id": "living_room_17", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_17", "media_reference": "data/videos/robot/living_room_17.mp4", "query_cutoff_clip": 40, "question": "Who's knocking the door?", "question_type": ["Multi-Detail Reasoning"], "rationale": "前面Leo提到Jack失恋了，随后说我今天约了人，并说“只有失恋的苦情人（Jack）来，我约了他一起打游戏，转移他的注意力”，因此随后响起的敲门声来自Jack", "sample_id": "living_room_17_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the smaller table to the right of sofa.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "22:11", "group_id": "living_room_17", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_17", "media_reference": "data/videos/robot/living_room_17.mp4", "query_cutoff_clip": 43, "question": "Where is the game pad,  on the large table in front of the sofa or the smaller table to its right?", "question_type": ["General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "手柄一开始放在茶几上，后来Leo让机器人放在了沙发右边的桌子上，可知手柄就在沙发右边的桌子上", "sample_id": "living_room_17_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Coffee, pudding, strawberry and grape.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "38:49", "group_id": "living_room_17", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_17", "media_reference": "data/videos/robot/living_room_17.mp4", "query_cutoff_clip": 76, "question": "What's these three people's afternoon tea?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Mia询问机器人今天的下午茶有什么，机器人回答有咖啡、布丁和草莓,Jack又加了一样葡萄，所以一共以上4种", "sample_id": "living_room_17_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Because there was a breakup party in the living room last night.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "38:49", "group_id": "living_room_17", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_17", "media_reference": "data/videos/robot/living_room_17.mp4", "query_cutoff_clip": 76, "question": "Why are there bottle caps on the carpet?", "question_type": ["Cross-Modal Reasoning"], "rationale": "Mia询问Leo为什么家里地毯上有酒瓶盖子，你昨晚喝酒了？Leo说她昨天举办了个失恋派对，喝了酒，太晚了就没收拾这些瓶盖", "sample_id": "living_room_17_Q13", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "3", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "38:49", "group_id": "living_room_17", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_17", "media_reference": "data/videos/robot/living_room_17.mp4", "query_cutoff_clip": 76, "question": "How many people attended the party last night?", "question_type": ["Multi-Detail Reasoning"], "rationale": "昨晚，Leo为举办了一个分手party，邀请了John, Bob, Justin,因此共有4人参加了这个聚会:Leo, John, Bob, Justin在视频中Leo提到邀请了John, Bob, Justin，但是Justin最后没有来，所以应该为三个人", "sample_id": "living_room_17_Q14", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Because she is really busy recently.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "38:49", "group_id": "living_room_17", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_17", "media_reference": "data/videos/robot/living_room_17.mp4", "query_cutoff_clip": 76, "question": "Why doesn't Mia play Ukulele recently?", "question_type": ["Person Understanding"], "rationale": "Leo提议应该出去玩一玩，但Mia说她最近忙死了，只想待在家里休息，可见工作的忙碌让Mia没有时间弹尤克里里", "sample_id": "living_room_17_Q15", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Because Lucas found the TV noisy.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "09:13", "group_id": "living_room_18", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_18", "media_reference": "data/videos/robot/living_room_18.mp4", "query_cutoff_clip": 17, "question": "Why do they use the remote?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Lucas曾说电视影响了她很久，让Mia帮她忙。然后Mia说要用遥控关上电视。因此用遥控的原因是Lucas觉得电视机很吵。", "sample_id": "living_room_18_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "3", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:14", "group_id": "living_room_18", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_18", "media_reference": "data/videos/robot/living_room_18.mp4", "query_cutoff_clip": 61, "question": "How many albums are mentioned by Mia?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Mia提到了并拿到了自己新买的相册，还把旧相册拿了起来，说要清理上面的灰尘。拍窗外的美景时又提到了要制作新相册。一共提到了三个相册。", "sample_id": "living_room_18_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Taking photos", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:14", "group_id": "living_room_18", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_18", "media_reference": "data/videos/robot/living_room_18.mp4", "query_cutoff_clip": 61, "question": "What is Mia adept at?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Mia教Lucas拍照时，能清楚地说明并进行操作展示，比如按哪个按钮，如何改变直径，如何拉伸和转动镜头。而且后来还会使用反光板拍照。因此Mia对拍照是比较精通的。", "sample_id": "living_room_18_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:14", "group_id": "living_room_18", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_18", "media_reference": "data/videos/robot/living_room_18.mp4", "query_cutoff_clip": 61, "question": "Can Lucas stick to pre-made plans?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Lucas在Mia想吃零食的时候说她应该在吃之前锻炼，还说她总是在吃完之后忘记锻炼。可是Lucas后来自己在吃零食的之前和之后都没有主动锻炼，还被Mia质疑了一下。而且Lucas曾说工作完之后要好好休息，但是却把整杯咖啡喝完了。因此推断Lucas有时会做一些不合理的事情。", "sample_id": "living_room_18_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:14", "group_id": "living_room_18", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_18", "media_reference": "data/videos/robot/living_room_18.mp4", "query_cutoff_clip": 61, "question": "Do Lucas and Mia both have a good memory?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Mia拍照时会忘记用反光板，还说自己很粗心大意，Lucas回答说：的确很粗心。然后她用完了反光板也会忘记放好。Lucas喝完咖啡忘记杯子在哪，还说：哦！我的杯子。她用完平板忘记带走，直到Mia提醒她。因此两人都不算记性好。", "sample_id": "living_room_18_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "To see if tomorrow will have sunrise.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "23:13", "group_id": "living_room_18", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_18", "media_reference": "data/videos/robot/living_room_18.mp4", "query_cutoff_clip": 45, "question": "Why should Mia ask about the weather?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Mia早前说过明早想拍日出，还说她不了解明天的天气。因此她是想确认明天是否能拍日出。", "sample_id": "living_room_18_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the TV cabinet", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "24:28", "group_id": "living_room_18", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_18", "media_reference": "data/videos/robot/living_room_18.mp4", "query_cutoff_clip": 47, "question": "Where should the robot put the reflector?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "Mia曾说自己拍照忘记用反光板了，然后叫Lucas帮她拿。经过Mia的几次提醒Lucas在电视机柜找到了反光板。因此应放回电视机柜。", "sample_id": "living_room_18_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": " To Rest", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "27:51", "group_id": "living_room_18", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_18", "media_reference": "data/videos/robot/living_room_18.mp4", "query_cutoff_clip": 54, "question": "What is Lucas going to do next?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Mia曾提过Lucas昨晚整晚都没睡，因为要修改草图。Lucas回答说完成这个项目就休息。后来Lucas说她完成设计了。因此推测她之后要休息了。然后Mia问Lucas要和她一起锻炼还是继续休息，Lucas说我可以只看着你吗？言下之意就是她想休息。因此推测Lucas会接着休息。", "sample_id": "living_room_18_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Designer", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:14", "group_id": "living_room_18", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_18", "media_reference": "data/videos/robot/living_room_18.mp4", "query_cutoff_clip": 61, "question": "What's Lucas job?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Lucas会议期间曾说：这时你需要的3D模型设计草图。在Mia拍照期间，Lucas说：我完成我的设计了。因此推断她为设计师。", "sample_id": "living_room_18_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:14", "group_id": "living_room_18", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_18", "media_reference": "data/videos/robot/living_room_18.mp4", "query_cutoff_clip": 61, "question": "Do Lucas and Mia both care about tidiness?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Lucas曾说整个客厅都很乱，需要整理。而且她用完电脑会想要放好。Mia会摆放好新买的相册，还说旧的相册积满了灰尘，想清理，而且她用完摄影工具也要放回原位。因此两个人都是重视整洁的。", "sample_id": "living_room_18_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Photography", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:14", "group_id": "living_room_18", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_18", "media_reference": "data/videos/robot/living_room_18.mp4", "query_cutoff_clip": 61, "question": "What's Mia's hobby?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "开场时Mia就提到了手机里的相机图片。然后她还拿到了新买的相册，摆放相册时她又拿出了旧相册。她还说明天早上想拍日出，摄影对她来说很放松，而且她发现窗外很漂亮后真的开始了摄影。因此推断她的爱好是摄影。", "sample_id": "living_room_18_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "3", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:14", "group_id": "living_room_18", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_18", "media_reference": "data/videos/robot/living_room_18.mp4", "query_cutoff_clip": 61, "question": "How many tools are used by Mia to take photoes?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Mia说想试用新买的摄影设备，然后拿起了三脚架。还让Lucas帮她拿了摄像机和反光镜。因此她拍照一共用了三种工具。", "sample_id": "living_room_18_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Noise", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:14", "group_id": "living_room_18", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_18", "media_reference": "data/videos/robot/living_room_18.mp4", "query_cutoff_clip": 61, "question": "What does Lucas dislike when she is working?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Lucas说要开会时，让Mia安静，然后Mia直至她的会议结束才敢说话。后来与Mia摆放好相册后，重新开始工作时，又说电视机的声音影响了她很久。因此Lucas工作时是不喜欢噪音的。", "sample_id": "living_room_18_Q13", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Paper box", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "03:41", "group_id": "living_room_19", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_19", "media_reference": "data/videos/robot/living_room_19.mp4", "query_cutoff_clip": 6, "question": "Which box should the robot take to Coral?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Coral正在整理玩偶熊，而且早前Abby说过玩偶熊应该放在纸箱里，所以应该拿纸箱放玩偶。", "sample_id": "living_room_19_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "33:45", "group_id": "living_room_19", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_19", "media_reference": "data/videos/robot/living_room_19.mp4", "query_cutoff_clip": 66, "question": "Does Abby often do the cleaning?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Abby一开始就让Coral先了解一下妆容，她要先打扫一下。后来Coral也提到她知道Abby很喜欢打扫。", "sample_id": "living_room_19_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Imitation makeup", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "33:45", "group_id": "living_room_19", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_19", "media_reference": "data/videos/robot/living_room_19.mp4", "query_cutoff_clip": 66, "question": "What kind of makeup is Coral planning to do for Abby herself?", "question_type": ["Person Understanding", "Cross-Modal Reasoning"], "rationale": "开头Coral便说自己这四年都买了cosplay的化妆品。化妆过程都是Coral在帮Abby化白雪公主的仿妆，而且还提议在Abby的脸上加点血的效果。因此Coral擅长仿妆。", "sample_id": "living_room_19_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "3", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "33:45", "group_id": "living_room_19", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_19", "media_reference": "data/videos/robot/living_room_19.mp4", "query_cutoff_clip": 66, "question": "After cleaning room, how many steps do Abby and Coral do for the Halloween?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Abby首先说了拿出仿真蜘蛛网，于是两人首先装饰了家里，然后Abby又提出开始化妆，于是Coral帮Abby完成了化妆，最后Abby去换装。一共三个步骤。", "sample_id": "living_room_19_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Three(simulated spider web, pumpkin,mask).", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "33:45", "group_id": "living_room_19", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_19", "media_reference": "data/videos/robot/living_room_19.mp4", "query_cutoff_clip": 66, "question": "How many decorations do Abby and Coral prepare?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Abby首先说要拿出仿真蜘蛛网，然后两人把蜘蛛网挂到植物上，后来Coral说开始准备南瓜头，两人在南瓜头上贴了贴纸。因此一共做了两种装饰品。视频展示了蜘蛛网，南瓜头还有面具这三种万圣节装饰物，所以同学答案更加合理。", "sample_id": "living_room_19_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Put them into the white box", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "04:09", "group_id": "living_room_19", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_19", "media_reference": "data/videos/robot/living_room_19.mp4", "query_cutoff_clip": 7, "question": "What should the robot do after picking up the toys？", "question_type": ["Cross-Modal Reasoning"], "rationale": "Abby曾说过玩具应放到大白箱子里。", "sample_id": "living_room_19_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Above the shoe cabinet", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "05:47", "group_id": "living_room_19", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_19", "media_reference": "data/videos/robot/living_room_19.mp4", "query_cutoff_clip": 10, "question": "Where can the robot get a paper box?", "question_type": ["General Knowledge Extraction"], "rationale": "Abby说要用白箱子和纸箱整理玩具和玩偶时，Coral曾问过Abby要在哪里拿箱子，Abby说在鞋柜上。", "sample_id": "living_room_19_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "The whitest shade", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "15:49", "group_id": "living_room_19", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_19", "media_reference": "data/videos/robot/living_room_19.mp4", "query_cutoff_clip": 30, "question": "What kind of foundation should the robot bring to Abby?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Coral曾说过她要扮演白雪公主，白雪公主是白皮肤，因此推测需要用最白的粉底液。", "sample_id": "living_room_19_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Red", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "23:14", "group_id": "living_room_19", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_19", "media_reference": "data/videos/robot/living_room_19.mp4", "query_cutoff_clip": 45, "question": "What color lipstick should the robot bring to Abby?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Coral曾说过她要扮演白雪公主，白雪公主是红唇，因此推测需要用红色的口红。", "sample_id": "living_room_19_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "33:45", "group_id": "living_room_19", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_19", "media_reference": "data/videos/robot/living_room_19.mp4", "query_cutoff_clip": 66, "question": "Is Coral good at multi-tasking?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "化完妆后Coral曾问Abby下一个步骤是什么,说要完成最重要的步骤。Coral在Abby化妆中途说要给她补妆。Abby让她吃薯片时，她说吃完再去继续换装。因此，Coral并不擅长同时做多件事。", "sample_id": "living_room_19_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the drawer on the right of the first layer of the drawer cabinet on the balcony. ; In the drawer on the right side of the first shelf.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "07:14", "group_id": "living_room_21", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_21", "media_reference": "data/videos/robot/living_room_21.mp4", "query_cutoff_clip": 13, "question": "Where should the robot get the juice?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "听到lily对机器人发出需要喝可乐的指令的时候，机器人去打开了阳台的柜子，看到那个柜子的第一层里面就放了果汁，再等到下次接受命令需要拿果汁的时候，就可以继续打开柜子拿取。", "sample_id": "living_room_21_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Attack on Titan.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "37:25", "group_id": "living_room_21", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_21", "media_reference": "data/videos/robot/living_room_21.mp4", "query_cutoff_clip": 73, "question": "What is being shown on the TV most of time?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "一开始他们看的是别的栏目，然后他们调到了那个进击的巨人。然后听到他们说和讨论进击的巨人，一直到视频最后。他们都没有在换台，所以进击的巨人是播放的时长最多的节目。", "sample_id": "living_room_21_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Tea, cola, and juice", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "37:25", "group_id": "living_room_21", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_21", "media_reference": "data/videos/robot/living_room_21.mp4", "query_cutoff_clip": 73, "question": "After the table has been cleaned in the end, how many kinds of beverages are left on it?", "question_type": ["Multi-Detail Reasoning"], "rationale": "这个关注到小茶几上做了两次卫生，等到做了最后一次卫生的时候，小桃机上面还剩下的是可乐，还有juice，还有一个带有茶叶的茶杯。所以加起来一共是这三种饮品。", "sample_id": "living_room_21_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "37:25", "group_id": "living_room_21", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_21", "media_reference": "data/videos/robot/living_room_21.mp4", "query_cutoff_clip": 73, "question": "Is Lily good at summarizing?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Lily能延伸关于这个人物的情节，还能精准概括人物特征，并把握人物结局与该人物特征的关系，因此可判断她很擅长总结归纳。", "sample_id": "living_room_21_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On her right hand.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "09:01", "group_id": "living_room_21", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_21", "media_reference": "data/videos/robot/living_room_21.mp4", "query_cutoff_clip": 17, "question": "Where is the remote control when Lily try to turn up the volume?", "question_type": ["Multi-Detail Reasoning"], "rationale": "这里追踪到遥控器出现的多个片段，首先遥控器是放在茶几上，然后丽丽把它拿到了沙发上，他先放在了沙发的靠他的右边。然后最后是放在了沙发的左边，然后针对lily在调音量时候，遥控器的位置可以追踪到，那个时候遥控器还是在lily坐的那个沙发上。时间戳位置，遥控器已经在Lily右手中", "sample_id": "living_room_21_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "15", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:50", "group_id": "living_room_21", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_21", "media_reference": "data/videos/robot/living_room_21.mp4", "query_cutoff_clip": 68, "question": "How many cards are left after the first round of card playing between the two people?", "question_type": ["Multi-Detail Reasoning"], "rationale": "他们拿到手上的牌是17张，一个人17张。打第一轮的时候，Adele处了一对三，joyce出了一对四。相应的都是17-2，剩下的就是15张牌。", "sample_id": "living_room_21_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the hook on the entryway cabinet.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "10:09", "group_id": "living_room_21", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_21", "media_reference": "data/videos/robot/living_room_21.mp4", "query_cutoff_clip": 19, "question": "Where should Ada get the key?", "question_type": ["Multi-Detail Reasoning"], "rationale": "关注到 Lily 进门的时候有一个动作就是收纳钥匙，可以看到他是把钥匙挂在了玄关的那个柜子的钩子上，然后第二次他准备出门的时候，他就是从那个钩子上去取的那个钥匙，所以钥匙的固定位置就是在玄关的那个钩子上。", "sample_id": "living_room_21_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Lily is allergic to blueberries.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "20:59", "group_id": "living_room_21", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_21", "media_reference": "data/videos/robot/living_room_21.mp4", "query_cutoff_clip": 40, "question": "Why does Lily have red spots?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Lily尝了一下那个蛋糕，然后那个蛋糕是蓝莓蛋糕，然后立马还感觉到不对劲，把它吐了出来。他自己说他对蓝莓过敏，同时看到丽丽去挠手臂上的皮肤，手手臂上的皮肤起疹子了。确定了丽丽是对蓝莓过敏。", "sample_id": "living_room_21_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the drawer on the right of the first layer of the drawer cabinet on the balcony. ; In the drawer on the right side of the first shelf.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "35:36", "group_id": "living_room_21", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_21", "media_reference": "data/videos/robot/living_room_21.mp4", "query_cutoff_clip": 70, "question": "Where should the robot get the vitamin water?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "听到lily对机器人发出需要喝可乐的指令的时候，机器人去打开了阳台的柜子，看到那个柜子的从上数第一层里面就放了维他命水再等到下次接受命令需要拿维他命水的时候，就可以继续打开柜子拿取。", "sample_id": "living_room_21_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "7000", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "37:25", "group_id": "living_room_21", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_21", "media_reference": "data/videos/robot/living_room_21.mp4", "query_cutoff_clip": 73, "question": "How much money does Ada have left after paying the rent every month?", "question_type": ["Multi-Detail Reasoning"], "rationale": "这里有两个信息点，第一个信息点是他的工资是可以拿到1万块，第二个信息点是他的房租是要分担3000块。然后算下来的话，最后的应该是还剩7000块。", "sample_id": "living_room_21_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "600", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "37:25", "group_id": "living_room_21", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_21", "media_reference": "data/videos/robot/living_room_21.mp4", "query_cutoff_clip": 73, "question": "How much does Ada spend on shopping every month?", "question_type": ["Multi-Detail Reasoning"], "rationale": "定位到他们讨论去购物的时候可以听到一个月购物的次数是三次，然后每次要花200块钱，然后加起来的话一共就是600块钱。", "sample_id": "living_room_21_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "400", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "37:25", "group_id": "living_room_21", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_21", "media_reference": "data/videos/robot/living_room_21.mp4", "query_cutoff_clip": 73, "question": "How much does Joyce spend on going to KFC every month?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Joyce说他每个月要去4次肯德基，每一次呢要去吃100块钱。那也就是说一共要花400块钱。", "sample_id": "living_room_21_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In front of the shoe cabinet ; On the floor by the door", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "00:43", "group_id": "living_room_22", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_22", "media_reference": "data/videos/robot/living_room_22.mp4", "query_cutoff_clip": 0, "question": "where are Bob's shoes?", "question_type": ["Person Understanding"], "rationale": "Bob进门以后一边拍球，一边把鞋脱在鞋柜前面没有放进鞋柜问题本身不算宽泛，同学回答和参考答案属于同一个问题的两种回答，所以都可以算对，参考答案更加具体一些", "sample_id": "living_room_22_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the dinne rtable.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "07:20", "group_id": "living_room_22", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_22", "media_reference": "data/videos/robot/living_room_22.mp4", "query_cutoff_clip": 13, "question": "Where is the tissue box?", "question_type": ["General Knowledge Extraction"], "rationale": "视频开头一直到结尾可以看出一直在餐桌上几乎没有移动", "sample_id": "living_room_22_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Bob was bored and wanted Alice to play with him.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "07:20", "group_id": "living_room_22", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_22", "media_reference": "data/videos/robot/living_room_22.mp4", "query_cutoff_clip": 13, "question": "Why does Bob keep Alice from doing her homework?", "question_type": ["Person Understanding", "Cross-Modal Reasoning"], "rationale": "Bob从最开始就表现出很想邀请Alice一起玩，同时也和Alice说觉得自己很无聊想和她一起玩游戏。", "sample_id": "living_room_22_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "YEs", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "07:20", "group_id": "living_room_22", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_22", "media_reference": "data/videos/robot/living_room_22.mp4", "query_cutoff_clip": 13, "question": "Is Bob childish?", "question_type": ["Person Understanding"], "rationale": "Bob视频开头便一直缠着Alice一起玩，不管Alice的感受，同时希望能通过游戏来得到Alice的陪伴", "sample_id": "living_room_22_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Liberal arts and sports", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "07:20", "group_id": "living_room_22", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_22", "media_reference": "data/videos/robot/living_room_22.mp4", "query_cutoff_clip": 13, "question": "What courses is Bob good at?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Bob自己表示他在liberal arts这门课获得了670分，同时又有片段表明他是体育专业生，因此这两门课程都很擅长", "sample_id": "living_room_22_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the towel rack in the bathroom", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "01:40", "group_id": "living_room_22", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_22", "media_reference": "data/videos/robot/living_room_22.mp4", "query_cutoff_clip": 2, "question": "where did the towel originally hang?", "question_type": ["General Knowledge Extraction"], "rationale": "机器人在去洗手间的时候发现毛巾悬挂在水槽上面按照视频中的内容，在1:39时，机器人进入洗手间后，从毛巾架上拿了毛巾，而不是在水槽边上。", "sample_id": "living_room_22_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Tissue and towel.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "07:20", "group_id": "living_room_22", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_22", "media_reference": "data/videos/robot/living_room_22.mp4", "query_cutoff_clip": 13, "question": "What did Bob use to wipe off his sweat that dripped onto Alice's notebook？", "question_type": ["Multi-Detail Reasoning"], "rationale": "Bob最开始用纸巾擦Alice的笔记本，后来用纸巾擦汗，在Alice让机器人给了他毛巾后，又用了毛巾", "sample_id": "living_room_22_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Skirt", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "07:20", "group_id": "living_room_22", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_22", "media_reference": "data/videos/robot/living_room_22.mp4", "query_cutoff_clip": 13, "question": "What is Alice's clothing preference?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Bob在于Alice争吵时表示alice有很多件裙子，同时根据Alice的穿着可以看出她也穿的裙子", "sample_id": "living_room_22_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Pink", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "07:20", "group_id": "living_room_22", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_22", "media_reference": "data/videos/robot/living_room_22.mp4", "query_cutoff_clip": 13, "question": "What is Alice's favourite colour?", "question_type": ["Person Understanding"], "rationale": "Alice身穿粉色衣服，同时表示这是自己最喜欢的笔记本的颜色，画面显示笔记本的颜色是浅粉色", "sample_id": "living_room_22_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "07:20", "group_id": "living_room_22", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_22", "media_reference": "data/videos/robot/living_room_22.mp4", "query_cutoff_clip": 13, "question": "Is Bob's major same as Alice's?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Alice表示Bob不能帮助他完成作业，因为他是体育生,与Bob的争吵中表示自己是数学专业的学生,因此两人专业不同", "sample_id": "living_room_22_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Maths", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "07:20", "group_id": "living_room_22", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_22", "media_reference": "data/videos/robot/living_room_22.mp4", "query_cutoff_clip": 13, "question": "What is Alice's favourite subject?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Alice表示这是她最喜欢的科目，并由前面情节Alice一直强调这是他最喜欢的笔记本，可以看出Alice希望用最喜欢的笔记本来写最喜欢的科目的作业。", "sample_id": "living_room_22_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "07:20", "group_id": "living_room_22", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_22", "media_reference": "data/videos/robot/living_room_22.mp4", "query_cutoff_clip": 13, "question": "Does Alice hate sweaty Bob?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Alice对于出汗的Bob很嫌弃表现在她说Bob很臭。不断地让机器人拉开Bob并且做出了皱眉以及捂鼻子的动作", "sample_id": "living_room_22_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "From Dinner table to coffee table", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "07:20", "group_id": "living_room_22", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_22", "media_reference": "data/videos/robot/living_room_22.mp4", "query_cutoff_clip": 13, "question": "Where did Alice do her homework?", "question_type": ["Multi-Detail Reasoning"], "rationale": "从开始到结尾，Alice从在餐桌上写作业变成到茶几写作业", "sample_id": "living_room_22_Q13", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Realistic ones", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "05:34", "group_id": "living_room_24", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_24", "media_reference": "data/videos/robot/living_room_24.mp4", "query_cutoff_clip": 10, "question": "What kind of movies and TV programs does Anna like?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "在Michy来之前，Anna提到过要看晨间新闻。后来三人讨论看什么电影的时候，Anna又提出自己想看纪录片类型的。因此推测Anna喜欢的电影和电视节目应该是偏写实类的。", "sample_id": "living_room_24_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:44", "group_id": "living_room_24", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_24", "media_reference": "data/videos/robot/living_room_24.mp4", "query_cutoff_clip": 62, "question": "Did Anna often tidy up the room?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Anna刚进入客厅没多久就说要收拾桌子，然后把桌子上的杂物都收拾好了。而且Tom乱放手机的时候，Anna还帮他放好。后来三人吃完一包黄瓜味薯片的时候，Anna就立刻把薯片包装扔进垃圾桶。可以看出Anna经常整理房间。", "sample_id": "living_room_24_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "1", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:44", "group_id": "living_room_24", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_24", "media_reference": "data/videos/robot/living_room_24.mp4", "query_cutoff_clip": 62, "question": "How many bags of chip did they eat?", "question_type": ["Multi-Detail Reasoning"], "rationale": "三人看电影时Tom曾拿出三包薯片，然后Anna说想吃黄瓜味的，于是三人一起吃了黄瓜味的薯片。剩下的两包薯片放在桌上，直至Michy离开，他们也没有吃。后来Tom又说要拿出薯片，但拿到之后他和Anna都没有吃，最后这些薯片都被Tom放回电视柜了。因此三人只吃了一包薯片。", "sample_id": "living_room_24_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Bread and Cola", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:44", "group_id": "living_room_24", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_24", "media_reference": "data/videos/robot/living_room_24.mp4", "query_cutoff_clip": 62, "question": "What snacks and drinks did Michy bring?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Michy进入客厅后就把自己带的面包放到了茶几上，然后Tom还拿了碟子出来放这些面包。后来三人在看电影时，她还问另外两人要不要喝可乐，她带了可乐。因此Michy带了面包和可乐。", "sample_id": "living_room_24_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Chip packaging bag and dirty tissues", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:44", "group_id": "living_room_24", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_24", "media_reference": "data/videos/robot/living_room_24.mp4", "query_cutoff_clip": 62, "question": "What was thrown into the dustbin?", "question_type": ["Multi-Detail Reasoning"], "rationale": "三人曾一起吃黄瓜味薯片，吃完后，Anna立刻把包装袋扔进了垃圾桶。然后Michy装可乐的时候，不小心弄洒了，Tom说他拿纸巾来擦，擦完之后他把这些脏纸巾扔进了垃圾桶。因此薯片包装袋和脏纸巾被扔进过垃圾桶。", "sample_id": "living_room_24_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the corner of the tea table.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "08:01", "group_id": "living_room_24", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_24", "media_reference": "data/videos/robot/living_room_24.mp4", "query_cutoff_clip": 15, "question": "Where should the robot get Tom's phone?", "question_type": ["General Knowledge Extraction"], "rationale": "Tom把水壶拿出来之后随意把手机放到了茶几上，Anna提醒他不要乱放，不然会找不到，然后还帮他把手机放到了茶几的角落。因此应该在茶几的角落拿他的手机。", "sample_id": "living_room_24_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the TV cabinet.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "09:36", "group_id": "living_room_24", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_24", "media_reference": "data/videos/robot/living_room_24.mp4", "query_cutoff_clip": 18, "question": "Where can the robot get the remote control to turn off the TV?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Michy曾说她觉得电视有点吵，让Tom帮忙调低音量，然后Tom在电视柜上拿了遥控调音量，调完之后又放回了电视柜上。因此应该到电视柜上拿遥控关电视。", "sample_id": "living_room_24_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the bed in the bedroom", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "10:45", "group_id": "living_room_24", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_24", "media_reference": "data/videos/robot/living_room_24.mp4", "query_cutoff_clip": 20, "question": "Where can the robot get Micky's jacket?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Michy刚进来时Tom就让Michy把夹克给他，然后等Michy放好背包后，Tom又说了一遍他来放她的夹克，于是Michy脱下给了他，他放到了房间的床上。因此应该到房间的床上拿她的夹克。", "sample_id": "living_room_24_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the entryway", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "12:54", "group_id": "living_room_24", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_24", "media_reference": "data/videos/robot/living_room_24.mp4", "query_cutoff_clip": 24, "question": "Where should the robot find Michy's bag?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Michy刚准备进入客厅时就说要放好她的背包，然后又退到了玄关，等她重新出现时背包已经放好了，因此她的背包应该放在了玄关的某处。所以应该到玄关寻找她的背包。", "sample_id": "living_room_24_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the tea table", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "13:52", "group_id": "living_room_24", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_24", "media_reference": "data/videos/robot/living_room_24.mp4", "query_cutoff_clip": 26, "question": "Where should the robot get the cup Anna just used?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "早前Michy曾拿起一个水杯，然后Anna对Michy说这是她刚装的热水，还很热，暂时喝不了，然后她把水杯放回了茶几上。因此应该在茶几上拿Anna的水杯。", "sample_id": "living_room_24_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the drawer below the TV", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "17:45", "group_id": "living_room_24", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_24", "media_reference": "data/videos/robot/living_room_24.mp4", "query_cutoff_clip": 34, "question": "Where should the robot get the playing cards?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Anna曾说要清理桌子，然后把茶几上的扑克牌收拾进了电视机下面的抽屉里。因此应该到这个抽屉里拿扑克牌。", "sample_id": "living_room_24_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Micky.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "25:29", "group_id": "living_room_24", "license": "CC-BY-NC-SA-4.0", "media_id": "living_room_24", "media_reference": "data/videos/robot/living_room_24.mp4", "query_cutoff_clip": 49, "question": "Who won the most games?", "question_type": ["Cross-Modal Reasoning", "Multi-Hop Reasoning", "Multi-Detail Reasoning"], "rationale": "三人进行第一局游戏的时候，Tom说自己没赢，但是Michy还不是很会玩，因此Tom帮Michy和Anna看了一下牌，然后发现是Michy赢了。第二局游戏的时候Tom又看了其他两人的牌，然后发现又是Michy赢了。虽然后来最后一局是Tom赢了，但还是Michy赢的次数最多。原回答手误写错名字", "sample_id": "living_room_24_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Lucy", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "03:17", "group_id": "meeting_room_01", "license": "CC-BY-NC-SA-4.0", "media_id": "meeting_room_01", "media_reference": "data/videos/robot/meeting_room_01.mp4", "query_cutoff_clip": 5, "question": "Who is the new member in the department?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Hop Reasoning", "Multi-Detail Reasoning"], "rationale": "Matthew曾主动问Lucy是不是新成员，Lucy说是的。然后Matthew说你进来时我刚好在处理业务。后来Matthew让Lucy别紧张，Annie虽然看起来很严厉，但是她其实是个非常勤奋、负责的人。因此Matthew和Lucy都不是新成员，Lucy是。", "sample_id": "meeting_room_01_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:20", "group_id": "meeting_room_01", "license": "CC-BY-NC-SA-4.0", "media_id": "meeting_room_01", "media_reference": "data/videos/robot/meeting_room_01.mp4", "query_cutoff_clip": 59, "question": "Is the atmosphere of this company friendly?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Lucy很害羞不敢说话时，Matthew会主动与她打招呼。在Annie进入会议室前，Matthew说虽然Annie虽然看起来很严厉，但是她其实是个非常勤奋、负责的人。Annie会关心员工的情况，还为他们订餐厅。而且讨论结束后，Matthew说公司里的所有人都很友好。Annie也说有什么不懂的问题，都可以在公司部门里讨论和解决。因此推测公司氛围友好，且员工会互相合作。", "sample_id": "meeting_room_01_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:20", "group_id": "meeting_room_01", "license": "CC-BY-NC-SA-4.0", "media_id": "meeting_room_01", "media_reference": "data/videos/robot/meeting_room_01.mp4", "query_cutoff_clip": 59, "question": "Does Annie care about the conditions of her subordinates?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Annie进入会议室后，便询问Matthew和Lucy吃了早餐没，如果没吃的话她可以帮她们点餐。讨论结束后，Annie关心Lucy是否还紧张。而且Annie还为员工订餐厅，充分考虑员工想吃的食物。", "sample_id": "meeting_room_01_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:20", "group_id": "meeting_room_01", "license": "CC-BY-NC-SA-4.0", "media_id": "meeting_room_01", "media_reference": "data/videos/robot/meeting_room_01.mp4", "query_cutoff_clip": 59, "question": "Is Matthew introvert?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Lucy沉默时，Matthew会主动和Lucy打招呼。看完会议资料后，Annie询问有谁愿意第一个发言时，Matthew完成了第一个发言。讨论结束后，Matthew分享了自己到中国的旅程。Annie离开后，Matthew又主动与Lucy谈起自己的爱好。因此他并不内向", "sample_id": "meeting_room_01_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Computer and photography professionals", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "22:41", "group_id": "meeting_room_01", "license": "CC-BY-NC-SA-4.0", "media_id": "meeting_room_01", "media_reference": "data/videos/robot/meeting_room_01.mp4", "query_cutoff_clip": 44, "question": "Which types of professionals are required?", "question_type": ["Person Understanding"], "rationale": "Matthewz早前曾说过需要计算机和摄影专业人员的帮助。", "sample_id": "meeting_room_01_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Italian restaurant", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "26:17", "group_id": "meeting_room_01", "license": "CC-BY-NC-SA-4.0", "media_id": "meeting_room_01", "media_reference": "data/videos/robot/meeting_room_01.mp4", "query_cutoff_clip": 51, "question": "What restaurant should the robot book?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Matthew想吃中餐，但Lucy发现附近没有中餐馆。Annie说Emily推荐了一家很好的意式餐厅，Matthew说听起来很不错。所以应该预订意式餐厅。", "sample_id": "meeting_room_01_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Annie", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:20", "group_id": "meeting_room_01", "license": "CC-BY-NC-SA-4.0", "media_id": "meeting_room_01", "media_reference": "data/videos/robot/meeting_room_01.mp4", "query_cutoff_clip": 59, "question": "Who's the leader among these three people?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Hop Reasoning", "Multi-Detail Reasoning"], "rationale": "Matthew问Lucy是不是新员工，Lucy说是的。Annie是最晚到会议室的，而且给其他两人发放了会议资料，并说看完资料后需要进行讨论。后来还解释了今天进行会议的目的。可知Annie为领导。", "sample_id": "meeting_room_01_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Prize money", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:20", "group_id": "meeting_room_01", "license": "CC-BY-NC-SA-4.0", "media_id": "meeting_room_01", "media_reference": "data/videos/robot/meeting_room_01.mp4", "query_cutoff_clip": 59, "question": "Which part of the competition costs the highest expenditure?", "question_type": ["Multi-Detail Reasoning"], "rationale": "海报需花费400美元，视频花费1000美元，电脑和照片的专业人员花费1000美元，奖金花费3000美元。综上所述，奖金花费最多的预算。", "sample_id": "meeting_room_01_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Visual art ; photography", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:20", "group_id": "meeting_room_01", "license": "CC-BY-NC-SA-4.0", "media_id": "meeting_room_01", "media_reference": "data/videos/robot/meeting_room_01.mp4", "query_cutoff_clip": 59, "question": "What is the common interest shared by Lucy and Matthew？", "question_type": ["Person Understanding", "Multi-Hop Reasoning", "Multi-Detail Reasoning"], "rationale": "Lucy自我介绍时说她大学时学过视觉设计。Matthew说自己很喜欢摄影，特别喜欢拍摄美景和小动物，然后Lucy说她也喜欢照片。而且两人约定以后一起出门摄影。因此两人都喜欢视觉艺术。", "sample_id": "meeting_room_01_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Americano", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "05:31", "group_id": "meeting_room_02", "license": "CC-BY-NC-SA-4.0", "media_id": "meeting_room_02", "media_reference": "data/videos/robot/meeting_room_02.mp4", "query_cutoff_clip": 10, "question": "What kind of drink should the robot bring to Anna？", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Bobbie说公司的美式咖啡非常好喝，Anna说她想尝试一下。", "sample_id": "meeting_room_02_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Extrovert", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:28", "group_id": "meeting_room_02", "license": "CC-BY-NC-SA-4.0", "media_id": "meeting_room_02", "media_reference": "data/videos/robot/meeting_room_02.mp4", "query_cutoff_clip": 61, "question": "Is Anne extrovert or introvert?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "进入会议室时Lola很害羞，不敢说话，而Anne主动与Lola打招呼，还主动问Lola为什么这么冷淡。自我介绍结束后，Anne邀请Lola以后一起出去拍照。", "sample_id": "meeting_room_02_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:28", "group_id": "meeting_room_02", "license": "CC-BY-NC-SA-4.0", "media_id": "meeting_room_02", "media_reference": "data/videos/robot/meeting_room_02.mp4", "query_cutoff_clip": 61, "question": "Is Bobbie new to the company?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Bobbie曾提到过Anna和Lola都是新人，让她们介绍一下自己，证明她的职位比新人高。Bobbie是最晚到会议室的，也是最早离开会议室的。Bobbie提出了公司的业务，让两名新人给点建议，并对建议做出点评。", "sample_id": "meeting_room_02_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:28", "group_id": "meeting_room_02", "license": "CC-BY-NC-SA-4.0", "media_id": "meeting_room_02", "media_reference": "data/videos/robot/meeting_room_02.mp4", "query_cutoff_clip": 61, "question": "Does Anna do things efficiently and creatively?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "在Bobbie说需要展示出赛跑的活力、速度、兴奋后，Anna立刻上网找到了图片，并提出把海报做成3D折纸的形式。由此推断出她做事效率快，且具有创造力。", "sample_id": "meeting_room_02_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Twice", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:28", "group_id": "meeting_room_02", "license": "CC-BY-NC-SA-4.0", "media_id": "meeting_room_02", "media_reference": "data/videos/robot/meeting_room_02.mp4", "query_cutoff_clip": 61, "question": "How many times was the cloth used?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Anna来到时用抹布擦了桌子，Bobbie说要擦干净桌子上溅开的水，抹布又被用了一次。一共两次。", "sample_id": "meeting_room_02_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Because she received the message late.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "13:22", "group_id": "meeting_room_02", "license": "CC-BY-NC-SA-4.0", "media_id": "meeting_room_02", "media_reference": "data/videos/robot/meeting_room_02.mp4", "query_cutoff_clip": 25, "question": "Why did Anna finish the course project individually in college?", "question_type": ["Person Understanding"], "rationale": "Bobbie谈起合作的重要性时，Anna回忆起大学时候，由于收信息晚了，而导致要自己一个人完成课程项目。", "sample_id": "meeting_room_02_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Twice", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "13:44", "group_id": "meeting_room_02", "license": "CC-BY-NC-SA-4.0", "media_id": "meeting_room_02", "media_reference": "data/videos/robot/meeting_room_02.mp4", "query_cutoff_clip": 26, "question": "How many times did Lola take to make an introduction?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Lola第一次介绍自己时非常简略，Bobbie让她在介绍一次，而且Anna说她有点冷漠，所以Lola做了第二次自我介绍。", "sample_id": "meeting_room_02_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Design and photography", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "14:59", "group_id": "meeting_room_02", "license": "CC-BY-NC-SA-4.0", "media_id": "meeting_room_02", "media_reference": "data/videos/robot/meeting_room_02.mp4", "query_cutoff_clip": 28, "question": "What are the common interests shared by both Anna and Lola?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Anna自我介绍时提到自己喜欢设计，Lola第二次自我介绍时提到自己和Anna一样喜欢设计,而且也喜欢摄影。然后Anna后来也说自己也有摄像机，喜欢摄影，并约Lola一起在假期出门摄影。", "sample_id": "meeting_room_02_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Lola", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "23:12", "group_id": "meeting_room_02", "license": "CC-BY-NC-SA-4.0", "media_id": "meeting_room_02", "media_reference": "data/videos/robot/meeting_room_02.mp4", "query_cutoff_clip": 45, "question": "Who is most supportive of the advice proposed by Anne?", "question_type": ["Person Understanding", "Multi-Hop Reasoning", "Multi-Detail Reasoning"], "rationale": "Anna提出建议后，Bobbie说太幼稚了，但是Lola认为Anna的建议可以摆脱平淡的设计，使他们跳出舒适圈。", "sample_id": "meeting_room_02_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Advertisement poster design", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "23:28", "group_id": "meeting_room_02", "license": "CC-BY-NC-SA-4.0", "media_id": "meeting_room_02", "media_reference": "data/videos/robot/meeting_room_02.mp4", "query_cutoff_clip": 45, "question": "What is the primary service offered by the company?", "question_type": ["General Knowledge Extraction"], "rationale": "Bobbie提到公司这次要做儿童玩具的广告海报，并展开讨论。又提到公司已经取得了许多的广告设计成就。", "sample_id": "meeting_room_02_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Introducing themselves and talking about the advertisement design plan", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:28", "group_id": "meeting_room_02", "license": "CC-BY-NC-SA-4.0", "media_id": "meeting_room_02", "media_reference": "data/videos/robot/meeting_room_02.mp4", "query_cutoff_clip": 61, "question": "What's the purpose of holding this meeting?", "question_type": ["Multi-Hop Reasoning", "Multi-Detail Reasoning"], "rationale": "Bobbie说Anna和Lola是新人，今天她们要互相介绍一下自己，了解彼此。自我介绍结束后，Bobbie说今天还需讨论最近的广告设计计划。", "sample_id": "meeting_room_02_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Online and offline", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "04:39", "group_id": "meeting_room_04", "license": "CC-BY-NC-SA-4.0", "media_id": "meeting_room_04", "media_reference": "data/videos/robot/meeting_room_04.mp4", "query_cutoff_clip": 8, "question": "How will the club activity be held this time?", "question_type": ["Multi-Detail Reasoning"], "rationale": "对于活动方式，Emma提出加点网上沟通和活动。但是Mike又提出要线上与线下结合，待Mike讲解完步骤后，Leo说就这样，这个想法很完美。因此Mike的观点被采用，这次活动会线上和线下举行。", "sample_id": "meeting_room_04_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Leo", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "29:53", "group_id": "meeting_room_04", "license": "CC-BY-NC-SA-4.0", "media_id": "meeting_room_04", "media_reference": "data/videos/robot/meeting_room_04.mp4", "query_cutoff_clip": 58, "question": "Who is the organizer of the meeting?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Leo进入会议室后就给另外两人分发了文件，然后Leo说起这次的活动很重要，需要详细讨论。而且会议的每个环节，如讨论活动分工、预算和时间等等，都是由Leo提起并主导。每当Leo转移到下一个环节的时候，其他两个人都会发表相应的意见，然后最后由Leo做总结和决定。比如关于参加人数，Mike建议的是30，Emma建议的是官方人数30，在听取了两人的想法后，Leo决定了参加人数大约是40人。而且会议中途，Leo还问了另外两人今天的会议时间是不是有点长了。因此推测Leo应该是会议的组织者。", "sample_id": "meeting_room_04_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Leo", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "29:53", "group_id": "meeting_room_04", "license": "CC-BY-NC-SA-4.0", "media_id": "meeting_room_04", "media_reference": "data/videos/robot/meeting_room_04.mp4", "query_cutoff_clip": 58, "question": "Who is the most willing to tidy up the meeting room?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Hop Reasoning", "Multi-Detail Reasoning"], "rationale": "Emma打翻水后没有主动清理，而是Leo帮她移走了盆栽。三人讨论结束后，Leo说要拿垃圾桶过去，然后他用垃圾桶清理了盆栽。接着他还用抹布擦干净了白板，而且没过多久他又问Mike拿了抹布擦了置物架。在他清理的期间，虽然Mike稍微擦了一下白板下面，但Mike与Emma基本都是坐着处理自己的事。因此Leo是最乐意清理会议室的。", "sample_id": "meeting_room_04_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Broom, dustpan, cloth", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "29:53", "group_id": "meeting_room_04", "license": "CC-BY-NC-SA-4.0", "media_id": "meeting_room_04", "media_reference": "data/videos/robot/meeting_room_04.mp4", "query_cutoff_clip": 58, "question": "What cleaning tools were used?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Emma曾说要扫把，然后用了扫把和垃圾铲扫地。Leo用抹布擦拭完白板后，Mike用抹布擦了白板下面的位置，然后Leo又问Mike拿回了抹布擦拭置物架。因此他们用的清洁工具有扫把、垃圾铲、抹布。", "sample_id": "meeting_room_04_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "29:53", "group_id": "meeting_room_04", "license": "CC-BY-NC-SA-4.0", "media_id": "meeting_room_04", "media_reference": "data/videos/robot/meeting_room_04.mp4", "query_cutoff_clip": 58, "question": "Did both Emma and Mike use the whiteboard?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Emma提出要加点网上沟通和活动时，Mike提出要线上与线下结合，然后到白板上写了步骤，进行讲解。后来Mike询问是否能降低花费时，Emma为了解释要为学生提供更好的体验，也到白板上画了个思维导图，进行了讲解。因此两人都用了白板。", "sample_id": "meeting_room_04_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "29:53", "group_id": "meeting_room_04", "license": "CC-BY-NC-SA-4.0", "media_id": "meeting_room_04", "media_reference": "data/videos/robot/meeting_room_04.mp4", "query_cutoff_clip": 58, "question": "Do Emma and Mike foucus on the same thing when planning this activity?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "三人讨论参加人员数量时，Mike认为去年定了35人，可只有25人参加，这次就只需要预定30个人，相反，Emma提出的是官方人数预定30人，但她会为其他人也准备好材料。然后讨论预算时，Mike询问是否能减少花费，相反，Emma在白板画了一个思维导图，向Mike解释要为学生提供更好的体验。因此Mike规划活动时更注重效率和节省成本，而Emma更注重质量和体验。两人的关注点是不一样的。", "sample_id": "meeting_room_04_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "1", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "06:05", "group_id": "meeting_room_04", "license": "CC-BY-NC-SA-4.0", "media_id": "meeting_room_04", "media_reference": "data/videos/robot/meeting_room_04.mp4", "query_cutoff_clip": 11, "question": "How many plants were left on the table?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Emma指着桌上的两盆植物，问谁把植物放到这儿了，植物应该在窗户附近的。然后Leo说他会拿走植物。Leo拿走一盆植物后，拿了个垃圾桶过来，没有继续搬盆栽。后来还直接说继续讨论活动计划了。因此桌上还有一盆植物。", "sample_id": "meeting_room_04_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the table in front of the whiteboard", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "16:44", "group_id": "meeting_room_04", "license": "CC-BY-NC-SA-4.0", "media_id": "meeting_room_04", "media_reference": "data/videos/robot/meeting_room_04.mp4", "query_cutoff_clip": 32, "question": "Where should the robot get the whiteboard pen?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "Leo说这次活动很重要，要详细谈论，然后到白板前用白板笔写了东西，写完之后放到了白板前的桌子上。因此应该到白板前的桌子拿白板笔。", "sample_id": "meeting_room_04_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the biggest table ", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "19:26", "group_id": "meeting_room_04", "license": "CC-BY-NC-SA-4.0", "media_id": "meeting_room_04", "media_reference": "data/videos/robot/meeting_room_04.mp4", "query_cutoff_clip": 37, "question": "Where can the robot get Emma's cup?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Leo曾为另外两人装了水，Emma接过后说：谢谢，但我自己带了水。还用手拿起杯子示意自己带的水，然后又放回了桌子上。因此应该去这张最大的桌子上拿她的水杯。", "sample_id": "meeting_room_04_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "From the water container beside the whiteboard ; On the table to the right of the whiteboard.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "19:26", "group_id": "meeting_room_04", "license": "CC-BY-NC-SA-4.0", "media_id": "meeting_room_04", "media_reference": "data/videos/robot/meeting_room_04.mp4", "query_cutoff_clip": 37, "question": "Where can the robot get the water?", "question_type": ["General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "Leo刚入场分发好文件后，就拿了三个杯子，到白板旁的水容器装了三杯水，然后拿给另外两人喝。因此应该到白板旁的水容器取水。问题不算宽泛，同学答案和参考答案为同义回答，参考答案优于同学答案", "sample_id": "meeting_room_04_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Beside the biggest desk ; On the right side of Emma's chair.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "20:59", "group_id": "meeting_room_04", "license": "CC-BY-NC-SA-4.0", "media_id": "meeting_room_04", "media_reference": "data/videos/robot/meeting_room_04.mp4", "query_cutoff_clip": 40, "question": "Where is the dustbin now?", "question_type": ["Cross-Modal Reasoning"], "rationale": "Leo早前说帮Emma搬走盆栽时，搬完一盆盆栽就拿了一个垃圾桶过来，并放在了桌子隔壁，让Emma方便清理。因此应该到这个最大的桌子隔壁拿垃圾桶。问题不算宽泛，同学答案和参考答案为同义回答", "sample_id": "meeting_room_04_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "The head of the service department", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "26:02", "group_id": "meeting_room_04", "license": "CC-BY-NC-SA-4.0", "media_id": "meeting_room_04", "media_reference": "data/videos/robot/meeting_room_04.mp4", "query_cutoff_clip": 51, "question": "Who called Emma?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Emma通电话时表现得比较礼貌。然后Emma结束通话时，Mike说是真的，服务部门的主管真的是这么积极主动的人。言下之意就是这个主管会主动打电话向Emma询问活动情况。因此给Emma打电话的是主管。", "sample_id": "meeting_room_04_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "27:33", "group_id": "meeting_room_04", "license": "CC-BY-NC-SA-4.0", "media_id": "meeting_room_04", "media_reference": "data/videos/robot/meeting_room_04.mp4", "query_cutoff_clip": 54, "question": "Would Mike accept Leo's invitation?", "question_type": ["Person Understanding"], "rationale": "Mike早前曾表现得比较急，因为他要去找老师。因此他应该会拒绝Leo的邀约。", "sample_id": "meeting_room_04_Q13", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "29:53", "group_id": "meeting_room_04", "license": "CC-BY-NC-SA-4.0", "media_id": "meeting_room_04", "media_reference": "data/videos/robot/meeting_room_04.mp4", "query_cutoff_clip": 58, "question": "Was Leo willing to offer help?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "三人开始讨论前，Leo就为其他两个人都装了杯水。后来Emma打翻水时，生气地指着桌上的两盆植物，问谁把植物放到这儿了，应该在窗户附近的。然后Leo说他会拿走这些植物。Leo帮她拿走一盘植物后，还帮她拿了个垃圾桶过来。因此Leo是一个热心的人。", "sample_id": "meeting_room_04_Q14", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Colleague.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:58", "group_id": "meeting_room_05", "license": "CC-BY-NC-SA-4.0", "media_id": "meeting_room_05", "media_reference": "data/videos/robot/meeting_room_05.mp4", "query_cutoff_clip": 60, "question": "What is the relationship between Callia and Debra?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "两人一起进入办公室，Debra表示自己跟Callia一起2进入公司还向对方学习到很多，希望之后一起进步，视频里两人还谈到上司等事情，由此可以推测两人为同事关系", "sample_id": "meeting_room_05_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "5", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:58", "group_id": "meeting_room_05", "license": "CC-BY-NC-SA-4.0", "media_id": "meeting_room_05", "media_reference": "data/videos/robot/meeting_room_05.mp4", "query_cutoff_clip": 60, "question": "How many items has Debra dn Callia put in the cabinet next to the door?", "question_type": ["Multi-Detail Reasoning"], "rationale": "开始Robot从储物柜里拿了便签和笔，用完后Callia放了回去；擦白板的时候Robot从里面拿了喷雾，清洁完后Debra将喷雾和桌子上的纸放进了储物柜；看东西的时候发现掉了一张照片，后面Debra也把它放到了储物柜里，所以一共有五样东西放进了储物柜里", "sample_id": "meeting_room_05_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:58", "group_id": "meeting_room_05", "license": "CC-BY-NC-SA-4.0", "media_id": "meeting_room_05", "media_reference": "data/videos/robot/meeting_room_05.mp4", "query_cutoff_clip": 60, "question": "Is Debra careless?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "视频里Debra忘记丢自己之前喝咖啡的一次性杯子，最后要走的时候Callia也说让他记得拿外套，上次就忘记拿了，还差点忘记拿自己的笔记本，所以可以推测Debra是一个粗心的人", "sample_id": "meeting_room_05_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Coffee.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "12:50", "group_id": "meeting_room_05", "license": "CC-BY-NC-SA-4.0", "media_id": "meeting_room_05", "media_reference": "data/videos/robot/meeting_room_05.mp4", "query_cutoff_clip": 24, "question": "What kind of drinks did Robot make for Debra?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Debra给机器人下的命令做一杯咖啡和橙汁，橙汁是Callia的，所以咖啡是Debra的", "sample_id": "meeting_room_05_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Storage cabinet.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "16:08", "group_id": "meeting_room_05", "license": "CC-BY-NC-SA-4.0", "media_id": "meeting_room_05", "media_reference": "data/videos/robot/meeting_room_05.mp4", "query_cutoff_clip": 31, "question": "Where should Debra get the folder?", "question_type": ["General Knowledge Extraction"], "rationale": "Callia在擦桌子的时候，Debra觉得会弄湿文件夹，就把它放到了储物柜里面，因此后面他发现会议桌已经完全干掉后， 应该从储物柜中拿出文件", "sample_id": "meeting_room_05_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the storage cabinet.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "16:18", "group_id": "meeting_room_05", "license": "CC-BY-NC-SA-4.0", "media_id": "meeting_room_05", "media_reference": "data/videos/robot/meeting_room_05.mp4", "query_cutoff_clip": 31, "question": "Where is the air conditioning remote control?", "question_type": ["General Knowledge Extraction"], "rationale": "由前面的片段可以得知，Callia在擦桌子的时候，Debra觉得会弄湿遥控器，就把它放到了储物柜里面", "sample_id": "meeting_room_05_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Cleaning up area behind the door.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "17:22", "group_id": "meeting_room_05", "license": "CC-BY-NC-SA-4.0", "media_id": "meeting_room_05", "media_reference": "data/videos/robot/meeting_room_05.mp4", "query_cutoff_clip": 33, "question": "Where can Robot get brooms and dustpan?", "question_type": ["General Knowledge Extraction"], "rationale": "Robot开始倒垃圾经过办公室门口的时候看到了清洁工具存放处的扫把和撮箕", "sample_id": "meeting_room_05_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Because they need to clean the office up.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:58", "group_id": "meeting_room_05", "license": "CC-BY-NC-SA-4.0", "media_id": "meeting_room_05", "media_reference": "data/videos/robot/meeting_room_05.mp4", "query_cutoff_clip": 60, "question": "Why do Debra and Callia come to the office?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "视频中俩人进入办公室之后没多久就倒垃圾，擦桌子擦白板，扫地拖地，最后说把椅子规整好就可以离开了，由此可以推测两人来办公室的目的就是打扫办公室的卫生", "sample_id": "meeting_room_05_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:58", "group_id": "meeting_room_05", "license": "CC-BY-NC-SA-4.0", "media_id": "meeting_room_05", "media_reference": "data/videos/robot/meeting_room_05.mp4", "query_cutoff_clip": 60, "question": "Dose Callia have strong environmental awareness?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Callia进入办公室后，对Debra将空调开到20度，Callia表示这不有助于温室效应的减缓，也不节能减排，要调到26度，还要写上便签提醒每个人，且办公室的清洁都是他提出来的，可见环保意识很强", "sample_id": "meeting_room_05_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:58", "group_id": "meeting_room_05", "license": "CC-BY-NC-SA-4.0", "media_id": "meeting_room_05", "media_reference": "data/videos/robot/meeting_room_05.mp4", "query_cutoff_clip": 60, "question": "Dose Debra have strong environmental awareness?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Debra 进入办公室后清洁打扫的事情都是Callia提醒的，并且开空调也没有注意到温室效应和节能减排，表示自己从进入公司以来从Callia身上学到很多环保知识", "sample_id": "meeting_room_05_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the pen holder on Daniel's desk", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "03:25", "group_id": "office_01", "license": "CC-BY-NC-SA-4.0", "media_id": "office_01", "media_reference": "data/videos/robot/office_01.mp4", "query_cutoff_clip": 5, "question": "Where can the robot get Asher's red pen?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Asher曾把笔筒放到Daniel的桌上，然后对他说：我先把笔筒放在这里，因为我的桌子很乱。Daniel同意了。然后Asher寻找红笔时，说她的红笔应该在她的笔筒里。所以红笔在Daniel桌上的笔筒里。", "sample_id": "office_01_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Felix and Daniel", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:24", "group_id": "office_01", "license": "CC-BY-NC-SA-4.0", "media_id": "office_01", "media_reference": "data/videos/robot/office_01.mp4", "query_cutoff_clip": 59, "question": "Who tidied up the office?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Asher离开后Felix就提议要先完成她交代的清洁任务，但Daniel说他要先弄好班会记录，Felix回答说那他自己首先搞一下清洁。于是Felix一个人去擦干净了文件柜。后来Daniel处理好班会记录后，听从Felix的建议去清理了Asher的桌面，整理好了桌面上的文件。因此这两人整理了办公室。", "sample_id": "office_01_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Not good", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:24", "group_id": "office_01", "license": "CC-BY-NC-SA-4.0", "media_id": "office_01", "media_reference": "data/videos/robot/office_01.mp4", "query_cutoff_clip": 59, "question": "Is Asher's memory good?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Asher曾把笔筒放到Daniel的桌上，还跟他说看完文件再拿回去，然后她需要用红笔时，想找笔筒但是找不到，想不起来放在了哪里。后来Felix向她询问什么时候开二班的班会课时，她记成二班的班会课已经和一班一起开了，直至Felix提醒她，她才想起来。因此她的记忆力并不好。", "sample_id": "office_01_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:24", "group_id": "office_01", "license": "CC-BY-NC-SA-4.0", "media_id": "office_01", "media_reference": "data/videos/robot/office_01.mp4", "query_cutoff_clip": 59, "question": "Does Daniel treat his work carefully?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "处理会议记录文件时，Daniel说自己丢失了一部分，所以需要找出来。然后他觉得文件还有一些问题，又找了Felix过去一起看。后来他把处理好的文件装进文件袋，放到Asher的桌上后，还拍了照片发给Asher看。因此他对待工作是小心谨慎的。", "sample_id": "office_01_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Tomorrow", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "05:15", "group_id": "office_01", "license": "CC-BY-NC-SA-4.0", "media_id": "office_01", "media_reference": "data/videos/robot/office_01.mp4", "query_cutoff_clip": 9, "question": "When will Asher give the student the leave slip?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Daniel说有学生急着开请假条时，Asher是不同意的，直到Daniel解释说这个学生突然生病了，没有时间开请假条，于是Asher才说好吧，那让那个学生明天过来。所以她准备明天给学生补请假条。", "sample_id": "office_01_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "in the filing cabinet", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "05:38", "group_id": "office_01", "license": "CC-BY-NC-SA-4.0", "media_id": "office_01", "media_reference": "data/videos/robot/office_01.mp4", "query_cutoff_clip": 10, "question": "Where are the documents that were just dealt with?", "question_type": ["Cross-Modal Reasoning"], "rationale": "Felix早前曾把文件夹放到文件柜的第三层，然后对着Asher说他把这些材料放到文件柜了。因此刚刚处理好的文件在文件柜第三层。", "sample_id": "office_01_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Wednesday morning", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "07:38", "group_id": "office_01", "license": "CC-BY-NC-SA-4.0", "media_id": "office_01", "media_reference": "data/videos/robot/office_01.mp4", "query_cutoff_clip": 14, "question": "When will the class meeting of class 2 be held?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Felix曾询问Asher二班什么时候开班会，两人经过一番讨论后，Asher说周三下午怎么样，Felix说好的。但是后来Asher发现周三下午有别的事，于是问改到周三上午怎么样，Felix说好的，他会通知学生。因此二班在周三上午开班会。", "sample_id": "office_01_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "2", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "07:39", "group_id": "office_01", "license": "CC-BY-NC-SA-4.0", "media_id": "office_01", "media_reference": "data/videos/robot/office_01.mp4", "query_cutoff_clip": 14, "question": "How many classes does Asher manage?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Daniel对Asher说有学生急着开请假条时，Asher说她已经在两个班的班会课都说过，请假需要提前开请假条。后来Asher让Daniel发一班的会议记录给她，Felix也询问Asher准备什么时候举行二班的班会。因此推测她管理着这两个班。", "sample_id": "office_01_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the desk behind the water container ; Beside the bookshelf on the table", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "09:53", "group_id": "office_01", "license": "CC-BY-NC-SA-4.0", "media_id": "office_01", "media_reference": "data/videos/robot/office_01.mp4", "query_cutoff_clip": 18, "question": "Where can the robot get Felix's bottle?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Felix曾用水瓶在书桌前的水桶装水，还说最近天气很干，要多喝水，然后Asher突然叫他过去，于是他顺手把水瓶放在了水桶后面的书桌上。因此应该到水桶后面的桌子上拿水瓶。", "sample_id": "office_01_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Attend a meeting", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "10:51", "group_id": "office_01", "license": "CC-BY-NC-SA-4.0", "media_id": "office_01", "media_reference": "data/videos/robot/office_01.mp4", "query_cutoff_clip": 20, "question": "What would Asher do after leaving the office?", "question_type": ["Person Understanding"], "rationale": "Asher一开始就说了她晚点有个会议，离开办公室前又说时间快到了，要去开会了。因此Asher离开办公室后会去参加会议。", "sample_id": "office_01_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "From the water container in front of the desk", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "11:05", "group_id": "office_01", "license": "CC-BY-NC-SA-4.0", "media_id": "office_01", "media_reference": "data/videos/robot/office_01.mp4", "query_cutoff_clip": 21, "question": "Where can the robot get water for Daniel?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Felix曾用水瓶在书桌前的水桶装水，还说最近天气很干，要多喝水。因此可以到书桌前的水桶取水。", "sample_id": "office_01_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Asher", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:24", "group_id": "office_01", "license": "CC-BY-NC-SA-4.0", "media_id": "office_01", "media_reference": "data/videos/robot/office_01.mp4", "query_cutoff_clip": 59, "question": "Who has the highest position among these three people?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Daniel接到电话，听说学生急着请假后，去询问Asher是否能为学生开请假条，经过一番解释后，Asher才同意。关于一班二班的班会课，Asher曾问Daniel一班的班会是不是已经开了，让他把班会记录发给她。然后Felix想确认二班什么时候开班会时，也是询问Asher，时间是由她来决定。后来Asher离开办公室去开会后，Daniel说她走了之后真轻松，Felix也说：我懂你，她刚刚一直让我工作。而且这两人在Asher离开后都在完成她交代的任务。因此推断Asher的职位最高。", "sample_id": "office_01_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "06:14", "group_id": "office_02", "license": "CC-BY-NC-SA-4.0", "media_id": "office_02", "media_reference": "data/videos/robot/office_02.mp4", "query_cutoff_clip": 11, "question": "Does Emma have a boyfriend?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Emma曾提到她妈妈要她去相亲。后来Faye说不急，像Emma这么优秀的人找对象很容易。因此推测Emma目前是没有男朋友的。", "sample_id": "office_02_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:56", "group_id": "office_02", "license": "CC-BY-NC-SA-4.0", "media_id": "office_02", "media_reference": "data/videos/robot/office_02.mp4", "query_cutoff_clip": 60, "question": "Did Tom, Faye and Emma finally leave the office together?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "本来Emma先下班了，后来另外两人也说好一起下班。但是Emma忘记拿充电器又回来了，所以最后是三个人一起离开办公室。", "sample_id": "office_02_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Faye", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:56", "group_id": "office_02", "license": "CC-BY-NC-SA-4.0", "media_id": "office_02", "media_reference": "data/videos/robot/office_02.mp4", "query_cutoff_clip": 60, "question": "who is the most experienced in this company,Emma Faye or Tom?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Tom曾拿过一份文件给Faye检查，听取了他的建议后进行了修改，然后修改完后还想拿给他检查。Emma发现有两份文件除了落款日期全都一样时，Faye说拿给他看一下，然后他告诉Emma落款日期晚的那一份是对的。因此推断Faye比另外两人更熟练。", "sample_id": "office_02_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:56", "group_id": "office_02", "license": "CC-BY-NC-SA-4.0", "media_id": "office_02", "media_reference": "data/videos/robot/office_02.mp4", "query_cutoff_clip": 60, "question": "Does Tom emphasize tidiness and hygiene?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Tom吃完东西要收拾好桌子，还问同事要湿纸巾擦手。离开办公室前还说要关灯和关门。因此Tom比较注重整洁和卫生。", "sample_id": "office_02_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "11:15", "group_id": "office_02", "license": "CC-BY-NC-SA-4.0", "media_id": "office_02", "media_reference": "data/videos/robot/office_02.mp4", "query_cutoff_clip": 21, "question": "Did Emma，Faye and Tom all eat the food brought by Faye?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Faye把外卖带进办公室后就吃了外卖，然后Emma想吃外卖时，Tom问Emma不是要减肥吗？Emma说这周的工作太让人筋疲力尽了，明天再开始减肥，而且炸鸡非常美味。因此Emma也吃了外卖。后来Tom也吃了外卖，还问怎么没有番茄酱。所以三人都吃了外卖。", "sample_id": "office_02_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "The document that was signed early", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "13:56", "group_id": "office_02", "license": "CC-BY-NC-SA-4.0", "media_id": "office_02", "media_reference": "data/videos/robot/office_02.mp4", "query_cutoff_clip": 26, "question": "Which is the document that isn't needed anymore?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Emma曾说两人文件除了落款日期都一模一样，Faye检查过后说落款时间晚的是正确的，Emma认真检查过后确定了落款时间早的是错的。因此不再需要的是落款时间早的那份文件。", "sample_id": "office_02_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "16", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "16:58", "group_id": "office_02", "license": "CC-BY-NC-SA-4.0", "media_id": "office_02", "media_reference": "data/videos/robot/office_02.mp4", "query_cutoff_clip": 32, "question": "How many people can get awards from this company's lottery?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Fate帮Tom检查文件的过程中，曾说800到1000美元的应该是一人，一等奖应该是三人，二等奖五人，三等奖七人。所以一共16人能得奖。", "sample_id": "office_02_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the second layer of the file cabinet", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "22:53", "group_id": "office_02", "license": "CC-BY-NC-SA-4.0", "media_id": "office_02", "media_reference": "data/videos/robot/office_02.mp4", "query_cutoff_clip": 44, "question": "Which layer should the file be placed in the cabinet from bottom to top", "question_type": ["General Knowledge Extraction"], "rationale": "Faye曾经说过年度会议文件在文件柜的第二层。因此应放回第二层。", "sample_id": "office_02_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "2", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:56", "group_id": "office_02", "license": "CC-BY-NC-SA-4.0", "media_id": "office_02", "media_reference": "data/videos/robot/office_02.mp4", "query_cutoff_clip": 60, "question": "How many cups of water did Tom drink altogether?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Tom在Faye进来没多久后就喝了一杯水。后来Tom吃东西时觉得很辣，又喝了一杯水。一共两杯。", "sample_id": "office_02_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Tomorrow", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:56", "group_id": "office_02", "license": "CC-BY-NC-SA-4.0", "media_id": "office_02", "media_reference": "data/videos/robot/office_02.mp4", "query_cutoff_clip": 60, "question": "When would Tom, Faye and Emma plan to write the work summary?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Emma曾说她明天再写工作总结，因为明天不用上班。Faye也说因为有三天的假期，所以明天再写。后来Tom也说今天的确很累了，明天再写工作报告。因此三人都是明天再写工作总结。", "sample_id": "office_02_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:56", "group_id": "office_02", "license": "CC-BY-NC-SA-4.0", "media_id": "office_02", "media_reference": "data/videos/robot/office_02.mp4", "query_cutoff_clip": 60, "question": "Is Faye good at comforting people?", "question_type": ["Person Understanding"], "rationale": "Faye听说Emma想减肥时，说她又不胖，这么漂亮，为什么要减肥。在Emma的妈妈让她去相亲时，Faye说像她这样优秀的人很容易找对象，不急。因此Faye很擅长安慰人", "sample_id": "office_02_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Tomato sauce and wet wipes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:56", "group_id": "office_02", "license": "CC-BY-NC-SA-4.0", "media_id": "office_02", "media_reference": "data/videos/robot/office_02.mp4", "query_cutoff_clip": 60, "question": "what things does Emma give Tom?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Tom吃东西时问怎么没有番茄酱，Faye说是没有的，然后Emma给了他。后来Tom想要擦手时谁有湿纸巾，于是Emma又给了他湿纸巾。因此Emma一共给了他两种东西。", "sample_id": "office_02_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "05:52", "group_id": "office_03", "license": "CC-BY-NC-SA-4.0", "media_id": "office_03", "media_reference": "data/videos/robot/office_03.mp4", "query_cutoff_clip": 10, "question": "Do Jane and Alice have the same job responsibilities?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Jane说自己工作很累，Alice问她真的累吗，她一直待在办公室里。因此Jane在室内工作。然后Jane说想像Alice一样在外工作。因此Alice主要在户外工作。两人的工作职责不一样。", "sample_id": "office_03_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:16", "group_id": "office_03", "license": "CC-BY-NC-SA-4.0", "media_id": "office_03", "media_reference": "data/videos/robot/office_03.mp4", "query_cutoff_clip": 59, "question": "Do Ava and Alice come to the office for the same reason?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Alice曾对Jane说一起讨论一下明天的会议，而且Alice与Jane主要谈论有关工作的问题。Ava来到办公室时就表明了自己来跟Jane聊八卦，后来还吃起了零食，Jane说Ava来办公室是为了吃她的零食，Ava说是的。因此两人来办公室的原因并不一样。", "sample_id": "office_03_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "A pack of spicy snacks and chocolate", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:16", "group_id": "office_03", "license": "CC-BY-NC-SA-4.0", "media_id": "office_03", "media_reference": "data/videos/robot/office_03.mp4", "query_cutoff_clip": 59, "question": "What food did Ava eat in the office?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Ava和Jane在沙发上坐下想聊八卦时，Alice就吃了一包辣的零食。后来Jane又选了巧克力给她。所以Ava吃了一包辣的零食和巧克力。", "sample_id": "office_03_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:16", "group_id": "office_03", "license": "CC-BY-NC-SA-4.0", "media_id": "office_03", "media_reference": "data/videos/robot/office_03.mp4", "query_cutoff_clip": 59, "question": "Is Jane willing to share her snacks?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Alice曾问Jane能不能吃她的零食，Jane说可以，自便就行。Ava和Jane坐下想聊八卦时，Alice吃了一包辣的零食。后来Jane又亲自选了巧克力给她。因此Jane是愿意分享零食的。", "sample_id": "office_03_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "10:23", "group_id": "office_03", "license": "CC-BY-NC-SA-4.0", "media_id": "office_03", "media_reference": "data/videos/robot/office_03.mp4", "query_cutoff_clip": 19, "question": "Is Jane really tired?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Jane说自己很累时，Alice问是真的吗，因为Jane整天只待在了办公室里。后来Ava来到后，说要和Jane聊八卦时，Jane却说自己要睡一会儿，然后在沙发上睡了很久。因此推测Jane是真的累了。", "sample_id": "office_03_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the box on the shelf beside the water dispenser.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "14:41", "group_id": "office_03", "license": "CC-BY-NC-SA-4.0", "media_id": "office_03", "media_reference": "data/videos/robot/office_03.mp4", "query_cutoff_clip": 28, "question": "Where can the robot get the snacks?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "Alice曾到饮水机装水喝，然后看了看旁边的架子，询问Jane是否能吃她的零食，Jane说可以，然后Alice从架子上的箱子里拿了一包薯片。因此应该从架子上的箱子拿零食。", "sample_id": "office_03_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "15:38", "group_id": "office_03", "license": "CC-BY-NC-SA-4.0", "media_id": "office_03", "media_reference": "data/videos/robot/office_03.mp4", "query_cutoff_clip": 30, "question": "Does Jane care about the flavor of her office?", "question_type": ["Person Understanding"], "rationale": "Ava准备吃辣的零食时，Jane说辣的东西味道很大，而且这是她的办公室。因此Jane是在意办公室的气味的。", "sample_id": "office_03_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "To sent it to Ava", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "18:00", "group_id": "office_03", "license": "CC-BY-NC-SA-4.0", "media_id": "office_03", "media_reference": "data/videos/robot/office_03.mp4", "query_cutoff_clip": 35, "question": "Why should Jane buy a doll?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Jane曾说上次旅行买了个玩偶，相信Ava会喜欢。接着她拿出玩偶给了Ava。Ava很感动，于是她说：不用谢，你上次给我送了香水。因此Jane买玩偶是为了送给Ava。", "sample_id": "office_03_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "2", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:16", "group_id": "office_03", "license": "CC-BY-NC-SA-4.0", "media_id": "office_03", "media_reference": "data/videos/robot/office_03.mp4", "query_cutoff_clip": 59, "question": "How many paper documents are edicted in the office?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Alice曾拿出会议资料，听完Jane提出的建议后修改了。后来Ava准备离开时，Jane也拿出了文件让她检查，根据她所说的建议，Jane修改了文件。所以一共修改了两份文件。", "sample_id": "office_03_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Work related to design", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:16", "group_id": "office_03", "license": "CC-BY-NC-SA-4.0", "media_id": "office_03", "media_reference": "data/videos/robot/office_03.mp4", "query_cutoff_clip": 59, "question": "What's Jane and Alice 's job?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Jane工作时，Alice发现了一个的错误，然后说在设计方面，我的眼睛非常厉害，能轻易发现不和谐的地方。因此Alice为设计师。同时Jane比松hi自己因为设计一上午都没喝水了，因此他们两个应该都是设计师。", "sample_id": "office_03_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:16", "group_id": "office_03", "license": "CC-BY-NC-SA-4.0", "media_id": "office_03", "media_reference": "data/videos/robot/office_03.mp4", "query_cutoff_clip": 59, "question": "Is Alice adept at her job?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Jane对着电脑工作时，Alice发现了有个地方有问题，然后很轻松地就发现并为Jane指出了不和谐的地方。其次又有片段表示她对于自己的文档要求及其严格，并作了详细的修改。因此Alice对她的工作是很专业的。", "sample_id": "office_03_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "no", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:16", "group_id": "office_03", "license": "CC-BY-NC-SA-4.0", "media_id": "office_03", "media_reference": "data/videos/robot/office_03.mp4", "query_cutoff_clip": 59, "question": "Is Alice's memory good?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Alice看到沙发上的玩偶时，曾问Jane在哪里买的。Jane说是上次旅行的时候买的，而且还问过Alice要不要一起去旅行，但是Alice不记得有这回事了。后来Alice道别后离开办公室时，还忘记把文件落在了桌子上。因此Alice的记忆很差。", "sample_id": "office_03_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Coffee machine table.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "03:36", "group_id": "office_06", "license": "CC-BY-NC-SA-4.0", "media_id": "office_06", "media_reference": "data/videos/robot/office_06.mp4", "query_cutoff_clip": 6, "question": "Where should Ash make a cup of coffee?", "question_type": ["General Knowledge Extraction"], "rationale": "Bella让Robot做咖啡时，是在咖啡机的桌子上做的，所以后面Ash做咖啡也应该去那里", "sample_id": "office_06_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Because he was awakened by the noise.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "45:12", "group_id": "office_06", "license": "CC-BY-NC-SA-4.0", "media_id": "office_06", "media_reference": "data/videos/robot/office_06.mp4", "query_cutoff_clip": 89, "question": "Why was Dean angry?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Dean在午饭后说自己要睡一会，Ash和Bella开始聊天还比较小声，后面越来越激动，把Dean给吵醒了，所以他很生气", "sample_id": "office_06_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Dean.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "45:12", "group_id": "office_06", "license": "CC-BY-NC-SA-4.0", "media_id": "office_06", "media_reference": "data/videos/robot/office_06.mp4", "query_cutoff_clip": 89, "question": "Who is the eldest,Dean,Anna or Ash?", "question_type": ["Person Understanding", "Multi-Hop Reasoning", "Multi-Detail Reasoning"], "rationale": "谈论薪资的时候Dean说程序员在年轻的时候才赚钱，他过几年就被淘汰了，后面吃饭的时候表示自己现在忙于带女儿，Bella问他庆祝生日重不重要，他表示不重要，自己年纪上来了，但是对于Bella来说还是很重要的，这些片段能够得知Dean是年纪最大的", "sample_id": "office_06_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "45:12", "group_id": "office_06", "license": "CC-BY-NC-SA-4.0", "media_id": "office_06", "media_reference": "data/videos/robot/office_06.mp4", "query_cutoff_clip": 89, "question": "Does Bella like planting flowers?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "吃完午饭后，Ash说自己的多肉长的很快，Bella表示是自己每天都浇水，而且自己家里有很多盆栽，所以知道要浇多少水，由此可以推测出Bella喜欢养花", "sample_id": "office_06_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "8：40 a.m.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "09:27", "group_id": "office_06", "license": "CC-BY-NC-SA-4.0", "media_id": "office_06", "media_reference": "data/videos/robot/office_06.mp4", "query_cutoff_clip": 17, "question": "What time was it when Dean came in the office?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Ash进来的时候说是八点半，并且说Dean在十分钟后会到办公室，所以是八点四十", "sample_id": "office_06_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "5 cups of coffee.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "09:48", "group_id": "office_06", "license": "CC-BY-NC-SA-4.0", "media_id": "office_06", "media_reference": "data/videos/robot/office_06.mp4", "query_cutoff_clip": 18, "question": "How many cups of coffee on Bella's desk?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Bella开始让Robot给自己做了一杯咖啡，然后Ash又做了一杯咖啡给Bella，最后Dean买来三杯咖啡放在了Bella的桌子上，所以一共有五杯咖啡", "sample_id": "office_06_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On Ash's desk.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "11:01", "group_id": "office_06", "license": "CC-BY-NC-SA-4.0", "media_id": "office_06", "media_reference": "data/videos/robot/office_06.mp4", "query_cutoff_clip": 21, "question": "Where is the cake?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Bella 说自己在来的路上买了蛋糕，给Ash尝尝，但Ash说自己现在不饿，就先放到自己桌子上，后面Dean来了想吃所以机器人应该去Ash的桌子上拿蛋糕", "sample_id": "office_06_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "The printer next to the cabinet. ; The printer next to Dean", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "12:32", "group_id": "office_06", "license": "CC-BY-NC-SA-4.0", "media_id": "office_06", "media_reference": "data/videos/robot/office_06.mp4", "query_cutoff_clip": 24, "question": "Where should Robot go to print financial report?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction"], "rationale": "之前Ash让Robot打印过一份报表了，并且告诉了打印机的具体位置，因此Bella让Robot再去打印财务表还是去柜子旁的打印机打同义回答，参考答案优于同学答案", "sample_id": "office_06_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Iphone.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "15:26", "group_id": "office_06", "license": "CC-BY-NC-SA-4.0", "media_id": "office_06", "media_reference": "data/videos/robot/office_06.mp4", "query_cutoff_clip": 29, "question": "What phone does Bella use?", "question_type": ["General Knowledge Extraction"], "rationale": "Ash手机没电了问谁有苹果充电器，Bella说她有，所以就能推测出她自己也是用苹果手机", "sample_id": "office_06_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Pizza.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "26:41", "group_id": "office_06", "license": "CC-BY-NC-SA-4.0", "media_id": "office_06", "media_reference": "data/videos/robot/office_06.mp4", "query_cutoff_clip": 52, "question": "What does Dean usually eat for takeout?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Ash点外卖的时候说按以前的习惯点，点了三份外卖，Ash吃了她的意面，Bella吃的是华莱士，Dean最后打开了自己的披萨，因此Dean最常点的就是披萨", "sample_id": "office_06_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Dean.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "45:12", "group_id": "office_06", "license": "CC-BY-NC-SA-4.0", "media_id": "office_06", "media_reference": "data/videos/robot/office_06.mp4", "query_cutoff_clip": 89, "question": "Who has the highest salary,Dean Bella or Ash?", "question_type": ["Person Understanding"], "rationale": "Bella发现自己这个月工资多了五百块钱，Ash随后也说自己也多了，Dean表示自己没有多，Ash就说就算我们多领了五百块钱也没有你的薪资高，由此可以推测Dean的薪资是三人里最高的", "sample_id": "office_06_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Anna.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "45:12", "group_id": "office_06", "license": "CC-BY-NC-SA-4.0", "media_id": "office_06", "media_reference": "data/videos/robot/office_06.mp4", "query_cutoff_clip": 89, "question": "Who does Bella like better, Elsa or Anna?", "question_type": ["Person Understanding", "Cross-Modal Reasoning"], "rationale": "Bella 说相比有魔法的Elsa，Anna更勇敢和聪明，因此可以推测出她更喜欢的角色是安娜，因为他的性格特点更吸引她", "sample_id": "office_06_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "41:43", "group_id": "office_07", "license": "CC-BY-NC-SA-4.0", "media_id": "office_07", "media_reference": "data/videos/robot/office_07.mp4", "query_cutoff_clip": 82, "question": "Is Danny good at organizing?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Amy觉得办公桌上一团糟时，Danny曾分享过他整理文件的方式给Amy，Danny会把处理好的、未处理的、处理到一半的文件各自分类。后来Danny会议结束后，他又想找夹子夹好他刚刚用过的文件，以防弄乱。可以看出Danny很擅长整理。", "sample_id": "office_07_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "41:43", "group_id": "office_07", "license": "CC-BY-NC-SA-4.0", "media_id": "office_07", "media_reference": "data/videos/robot/office_07.mp4", "query_cutoff_clip": 82, "question": "Does Amy like fruits?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Amy曾拿出过一个碗，说上次吃完水果之后忘记洗这个碗了。后来Amy又拿出两个苹果，说想吃，还说要连着苹果皮一起吃。因此可以看出Amy喜欢水果。", "sample_id": "office_07_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "41:43", "group_id": "office_07", "license": "CC-BY-NC-SA-4.0", "media_id": "office_07", "media_reference": "data/videos/robot/office_07.mp4", "query_cutoff_clip": 82, "question": "Did Amy and Danny collaborate as colleagues?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "两人会分工合作，在做第一个项目时，Amy负责的是做ppt，Danny负责的是打印文件，而且Amy会提醒Danny打印文件，Danny也会教Amy做ppt。在做第二个项目的时候，因为项目比较难，两人在一起讨论了很久应该怎么写计划提议，还一起想出了省时间的方法。因此两人作为同事，都会和对方合作。", "sample_id": "office_07_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the pink folder", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "15:49", "group_id": "office_07", "license": "CC-BY-NC-SA-4.0", "media_id": "office_07", "media_reference": "data/videos/robot/office_07.mp4", "query_cutoff_clip": 30, "question": "Where should the robot put the semi-finished copies?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "早前Amy说自己的桌子很乱的时候，Danny教她把处理好的文件放入绿色文件夹，未处理的放入蓝色文件夹，处理了一半的放入粉色文件夹。因此处理到一半的文件应该放到粉色文件夹里。", "sample_id": "office_07_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the top drawer behind Danny", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "22:07", "group_id": "office_07", "license": "CC-BY-NC-SA-4.0", "media_id": "office_07", "media_reference": "data/videos/robot/office_07.mp4", "query_cutoff_clip": 43, "question": "In which drawer, top, middle or bottom, is Danny's document located?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "早前Danny曾说自己忘记把文件放到抽屉了，然后把文件放到了身后最上层的抽屉。因此应该到这个抽屉拿文件。", "sample_id": "office_07_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "24:18", "group_id": "office_07", "license": "CC-BY-NC-SA-4.0", "media_id": "office_07", "media_reference": "data/videos/robot/office_07.mp4", "query_cutoff_clip": 47, "question": "Does Danny's coffee need suagr?", "question_type": ["Person Understanding"], "rationale": "早前Danny准备喝咖啡时，强调过自己在控制糖分的摄入量，以后他的咖啡不需要加糖。", "sample_id": "office_07_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Linda is their leader.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "37:47", "group_id": "office_07", "license": "CC-BY-NC-SA-4.0", "media_id": "office_07", "media_reference": "data/videos/robot/office_07.mp4", "query_cutoff_clip": 74, "question": "What is the relationship between Linda and the other two?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Linda刚进入办公室就询问两人他们的计划提议怎么样了，然后Danny向她说了一下大致的情况，但Linda还是让他们拿给她看，Amy说打印出来看。Linda看完之后夸他们做得很不错。可以看出Linda是另外两人的领导。", "sample_id": "office_07_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "41:43", "group_id": "office_07", "license": "CC-BY-NC-SA-4.0", "media_id": "office_07", "media_reference": "data/videos/robot/office_07.mp4", "query_cutoff_clip": 82, "question": "Did Danny and Amy organize the processed documents in the same way?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Amy说自己的桌子很乱的时候，Danny曾给Amy展示过他是怎么整理文件的，对于已处理完的文件，他会放进绿色文件夹。Amy听完之后还是觉得自己整理文件的方法更方便，她也向Danny展示了她是怎么整理的，对于已处理完的文件，她会放到桌子左边，因此两人整理处理好的文件的方式并不一样。", "sample_id": "office_07_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Twice", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "41:43", "group_id": "office_07", "license": "CC-BY-NC-SA-4.0", "media_id": "office_07", "media_reference": "data/videos/robot/office_07.mp4", "query_cutoff_clip": 82, "question": "How many times did Danny offer advice to Amy?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Amy觉得自己的桌面一团糟时，Danny拿起三种文件夹给Amy展示他是怎么整理文件的。后来Amy做ppt的时候，Danny又走到她身边，告诉她可以在ppt里加入图片和数据图表。因此Danny一共给过Amy两次建议。", "sample_id": "office_07_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:10", "group_id": "office_08", "license": "CC-BY-NC-SA-4.0", "media_id": "office_08", "media_reference": "data/videos/robot/office_08.mp4", "query_cutoff_clip": 59, "question": "Is Jessica a workaholic?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Jesicca早前曾感到不舒服，因为工作到太晚了。Tom也说她真是个工作狂。后来她打喷嚏后，Tom让他立刻回去休息，Andrew也说她已经工作到完全不关心自己生活的程度了。因此Jessica的确是工作狂。", "sample_id": "office_08_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:10", "group_id": "office_08", "license": "CC-BY-NC-SA-4.0", "media_id": "office_08", "media_reference": "data/videos/robot/office_08.mp4", "query_cutoff_clip": 59, "question": "Is Andrew a responsible teacher?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Andrew购入了很多笔和笔记本，说要奖励成绩好的学生。Tom说Andrew教的班级的数学成绩很好。Andrew也曾说要为学生做的更好。他对学生承诺了今天要给奖励，而且也信守了承诺。因此他是一个负责且诚信的老师。", "sample_id": "office_08_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:10", "group_id": "office_08", "license": "CC-BY-NC-SA-4.0", "media_id": "office_08", "media_reference": "data/videos/robot/office_08.mp4", "query_cutoff_clip": 59, "question": "Did Andrew, Tom and Jessica all get new things?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Tom进入办公室之后就发现了Jessica的新杯子，Jessica说是男朋友送她的，因此Jessica有拿到新东西。然后Andrew昨天新买的笔记本和笔也到了，因此他也拿到了新东西。后来Andrew发现了一本新杂志，这本杂志是Tom的，因此Tom也拿到了新东西。三人都有新东西。", "sample_id": "office_08_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:10", "group_id": "office_08", "license": "CC-BY-NC-SA-4.0", "media_id": "office_08", "media_reference": "data/videos/robot/office_08.mp4", "query_cutoff_clip": 59, "question": "Did Jessica leave and have a rest finally?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Jessica说自己发烧了后，Tom跟她说现在就应该回家休息，但Jessica说自己还有很多事做。虽然Andrew替她承担了一些工作，但Jessica还是留在了办公室，说：别担心，我可以靠在椅子上。Tom后来说你工作总是这么认真。Jessica直至最后都没有回家休息。", "sample_id": "office_08_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Americano", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "02:03", "group_id": "office_08", "license": "CC-BY-NC-SA-4.0", "media_id": "office_08", "media_reference": "data/videos/robot/office_08.mp4", "query_cutoff_clip": 3, "question": "What should the robot order for Tom?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Jessica曾说很饿，要点餐。而Tom表示不需要，不过他询问Jessica是否能为他点饮品。然后Jessica点了美式咖啡和一个贝果。所以美式咖啡应该是Jessica为Tom点的。机器人应该为Tom点美式咖啡。", "sample_id": "office_08_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "3", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "12:52", "group_id": "office_08", "license": "CC-BY-NC-SA-4.0", "media_id": "office_08", "media_reference": "data/videos/robot/office_08.mp4", "query_cutoff_clip": 24, "question": "How many arrangements do Andrew and Tom have after work?", "question_type": ["Multi-Hop Reasoning", "Multi-Detail Reasoning"], "rationale": "Andrew邀请了另外两人去一家中国餐厅吃饭，Tom答应了，不过Jessica没空。然后Tom说可以一起去购物，然后去附近看电影，Andrew同意了，他想买夹克，然后去看电影。因此两人一共有吃饭、购物和看电影三项安排。", "sample_id": "office_08_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "She got the document dirty.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "14:11", "group_id": "office_08", "license": "CC-BY-NC-SA-4.0", "media_id": "office_08", "media_reference": "data/videos/robot/office_08.mp4", "query_cutoff_clip": 27, "question": "What's wrong with Jessica’s document right now?", "question_type": ["Cross-Modal Reasoning"], "rationale": "Jessica说：啊！我的文件！所以应该是她的文件出事了。然后Tom拿了纸巾过去擦拭，Andrew还说重新打印一份。因此推测是Jessica把文件弄脏了。", "sample_id": "office_08_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Art", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "21:26", "group_id": "office_08", "license": "CC-BY-NC-SA-4.0", "media_id": "office_08", "media_reference": "data/videos/robot/office_08.mp4", "query_cutoff_clip": 41, "question": "What subject is Tom teaching?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Tom曾说天气预报显示今天下午会下雨，他本来想带学生们出门进行写生的。后来Jessica还说在微信上看到有些学生对Tom地画作很好奇。再后来Tom向另外两人还介绍了他的上课流程，先是让学生画圆圈等简单的几何图形， 然后可以把这些简单的图形变成有趣的物体。而且他还提到想在学校举办绘画活动。可以看出他是一名美术老师。", "sample_id": "office_08_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Math", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "26:14", "group_id": "office_08", "license": "CC-BY-NC-SA-4.0", "media_id": "office_08", "media_reference": "data/videos/robot/office_08.mp4", "query_cutoff_clip": 51, "question": "What subject is Andrew teaching?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Tom曾对Andrew说，有你这么好的老师，怪不得你们班数学成绩这么好。后来Andrew去上课时，说自己忘记拿数学教科书了，没有带这本书怎么上课呢？然后把书拿去上课了。可以看出Andrew是一名数学老师。", "sample_id": "office_08_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:10", "group_id": "office_08", "license": "CC-BY-NC-SA-4.0", "media_id": "office_08", "media_reference": "data/videos/robot/office_08.mp4", "query_cutoff_clip": 59, "question": "Does Andrew care about Jessica's health?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Jessica感到身体不适时，Andrew关心她，让她喝点热水。Jessica打喷嚏时，Andrew立刻拿自己的衣服给她披着，还关心她的情况。因此Andrew很关心Jessica的健康。", "sample_id": "office_08_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Chinese food", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:10", "group_id": "office_08", "license": "CC-BY-NC-SA-4.0", "media_id": "office_08", "media_reference": "data/videos/robot/office_08.mp4", "query_cutoff_clip": 59, "question": "What kind of food do Andrew, Tom and Jessica like?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Andrew首先提起了想吃中餐，然后Tom和Jessica都表示了同意。于是三人开始互报自己喜欢的中国菜，Tom和Jessica都提到了自己曾经吃过的中国菜，Andrew还说到了以后想去尝试的中国菜。因此三人都喜欢中国菜的。", "sample_id": "office_08_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "It's too official.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "03:20", "group_id": "study_01", "license": "CC-BY-NC-SA-4.0", "media_id": "study_01", "media_reference": "data/videos/robot/study_01.mp4", "query_cutoff_clip": 5, "question": "Why should Ben alter the poster for the first time?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Ben给Alice看了第一版的宣传海报，问她需不需要调整，Alice回答说太正式了。然后Ben说正式能让人们感受到严谨，但是Alice又说这次宣传的是玩具，需要友好一点。于是Ben同意了。因此Ben第一次更改海报是因为太官方正式了。", "sample_id": "study_01_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "3", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:36", "group_id": "study_01", "license": "CC-BY-NC-SA-4.0", "media_id": "study_01", "media_reference": "data/videos/robot/study_01.mp4", "query_cutoff_clip": 60, "question": "How many poster sketches are mentioned by Ben and Alice?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Ben首先给Alice看了一个海报，Alice说太正式之后，Ben又选了另一个。然后在Ben准备去打印一些海报元素的时候，Alice又发现了更好的海报，让Ben来看。因此两人一共提到了三种海报图。", "sample_id": "study_01_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:36", "group_id": "study_01", "license": "CC-BY-NC-SA-4.0", "media_id": "study_01", "media_reference": "data/videos/robot/study_01.mp4", "query_cutoff_clip": 60, "question": "Do Ben and Alice always run the same business?", "question_type": ["Person Understanding"], "rationale": "Ben曾问Alice为什么要接这个儿童玩具广告，Alice说是为了拓展业务，因为公司成立没多久。所以推测Ben并不是非常了解Alice的这项业务情况。然后Ben说她自己的业务也很困难。因此两人并不是经常做同一项业务。", "sample_id": "study_01_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:36", "group_id": "study_01", "license": "CC-BY-NC-SA-4.0", "media_id": "study_01", "media_reference": "data/videos/robot/study_01.mp4", "query_cutoff_clip": 60, "question": "Do Ben and Alice accept each other's adcive?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Ben给Alice看海报的时候，Alice觉得太正式了，然后Ben就找了别的海报。Ben跟Alice说要坚持锻炼的时候，Alice虽然对减肥效果不明显感到伤心，但也欣然接受了。因此两人都会采纳对方的建议。", "sample_id": "study_01_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Children", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "03:20", "group_id": "study_01", "license": "CC-BY-NC-SA-4.0", "media_id": "study_01", "media_reference": "data/videos/robot/study_01.mp4", "query_cutoff_clip": 5, "question": "Who is the target audience of the poster?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Alice说海报太正式时，曾提到这次宣传的产品是玩具，同时又表示海报应该显得友好一点。因此推测目标客户是孩子们。", "sample_id": "study_01_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the desk in Ben's room", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "03:41", "group_id": "study_01", "license": "CC-BY-NC-SA-4.0", "media_id": "study_01", "media_reference": "data/videos/robot/study_01.mp4", "query_cutoff_clip": 6, "question": "Where are the sketchbook and color pencils?", "question_type": ["General Knowledge Extraction"], "rationale": "早前Alice曾问自己的素描本和彩色铅笔去哪了，Ben回答说用完之后忘在她房间的桌子上了。", "sample_id": "study_01_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "3", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "05:24", "group_id": "study_01", "license": "CC-BY-NC-SA-4.0", "media_id": "study_01", "media_reference": "data/videos/robot/study_01.mp4", "query_cutoff_clip": 9, "question": "How many kinds of elements does Alice think the poster should have?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Ben曾问Alice认为那些素材适合放到海报上，Alice说有手绘元素、优惠折扣和玩具背景。因此她觉得一共是三种素材。", "sample_id": "study_01_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "6", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "07:10", "group_id": "study_01", "license": "CC-BY-NC-SA-4.0", "media_id": "study_01", "media_reference": "data/videos/robot/study_01.mp4", "query_cutoff_clip": 13, "question": "How many hand-drawn elements does Alice plan to add to the poster?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Ben曾说需要加点手绘元素，Alice便说可以加入太阳、草地、猫、风和闪电。因此她计划加入六种手绘元素。", "sample_id": "study_01_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Finding a court is inconvenient. ; Because playing basketball requires finding a court.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "18:36", "group_id": "study_01", "license": "CC-BY-NC-SA-4.0", "media_id": "study_01", "media_reference": "data/videos/robot/study_01.mp4", "query_cutoff_clip": 36, "question": "Why didn't Ben play basketball recently?", "question_type": ["Person Understanding"], "rationale": "Alice问Ben最近怎么不打篮球了，Ben说打篮球需要找场地，所以现在打羽毛球，还说打羽毛球只需要时间和空间，比较方便。所以不打篮球是因为找场地不方便。标准答案更严谨", "sample_id": "study_01_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the storage room.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "21:54", "group_id": "study_01", "license": "CC-BY-NC-SA-4.0", "media_id": "study_01", "media_reference": "data/videos/robot/study_01.mp4", "query_cutoff_clip": 42, "question": "Where are the badminton rackets?", "question_type": ["General Knowledge Extraction"], "rationale": "Alice早前曾问Ben球拍是不是在客厅的黑色包里，Ben说是的。Alice想放到储藏室，Ben没有同意。因此球拍在客厅的黑色包里。Alice讲的是她可能已经放到储藏室去了might have moved,后面Ben还要求Alice将它放回来。", "sample_id": "study_01_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Twice", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:36", "group_id": "study_01", "license": "CC-BY-NC-SA-4.0", "media_id": "study_01", "media_reference": "data/videos/robot/study_01.mp4", "query_cutoff_clip": 60, "question": "How many times is the cloth used?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Alice曾发现桌上有点脏，然后用抹布擦了桌子。两人协作用胶水时，Ben不小心把胶水倒在了地板上，于是Ben说要把地板擦干净，然后用抹布擦了地板。因此一共用了两次抹布。", "sample_id": "study_01_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Tired but satisfied", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:36", "group_id": "study_01", "license": "CC-BY-NC-SA-4.0", "media_id": "study_01", "media_reference": "data/videos/robot/study_01.mp4", "query_cutoff_clip": 60, "question": "How do Ben and Alice both feel after work?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "两人发送完海报后，Ben就想要休息，Alice也说脖子很酸。后来Alice还让Ben不要再谈工作了，现在是放松时间，Ben也说工作之余要休息。因此两人都累了。但是Alice又说每次完成工作后，看到成果就很开心，Ben回答说她也一样，对自己的辛勤工作很满意。因此两人都是既感到累，但是又感到满意。", "sample_id": "study_01_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "01:16", "group_id": "study_04", "license": "CC-BY-NC-SA-4.0", "media_id": "study_04", "media_reference": "data/videos/robot/study_04.mp4", "query_cutoff_clip": 1, "question": "Will the robot pick up the red felt-tip pen from the table?", "question_type": ["Multi-Detail Reasoning"], "rationale": "桌子上只有黑色签字笔没有红色签字笔，所以机器人不会从桌子上拿红色签字笔，并且如果签字笔在桌子上的话，George就不会让机器人帮忙拿了。", "sample_id": "study_04_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "09:10", "group_id": "study_04", "license": "CC-BY-NC-SA-4.0", "media_id": "study_04", "media_reference": "data/videos/robot/study_04.mp4", "query_cutoff_clip": 17, "question": "Does Helen want George to turn on the air conditioner?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "George说很热的时候Helen反问他很热吗，后来George开了空调，没过一会Helen就说自己很冷。", "sample_id": "study_04_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Nine.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "09:10", "group_id": "study_04", "license": "CC-BY-NC-SA-4.0", "media_id": "study_04", "media_reference": "data/videos/robot/study_04.mp4", "query_cutoff_clip": 17, "question": "How many pieces of information are recorded on the scratch paper?", "question_type": ["Multi-Detail Reasoning"], "rationale": "George在演草纸上记录了三个商业计划书中的问题，记录了六个建议，一共九条。", "sample_id": "study_04_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "To record problems and suggestions.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "09:10", "group_id": "study_04", "license": "CC-BY-NC-SA-4.0", "media_id": "study_04", "media_reference": "data/videos/robot/study_04.mp4", "query_cutoff_clip": 17, "question": "What is the use of the scratch paper?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction"], "rationale": "George在演草纸上记录Helen提出来的一些问题以及建议。", "sample_id": "study_04_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the bookshelf.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "01:45", "group_id": "study_04", "license": "CC-BY-NC-SA-4.0", "media_id": "study_04", "media_reference": "data/videos/robot/study_04.mp4", "query_cutoff_clip": 2, "question": "Where was the original position of the business plan?", "question_type": ["General Knowledge Extraction", "Multi-Hop Reasoning"], "rationale": "George进门的时候从书架上拿的计划书。", "sample_id": "study_04_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the bookshelf.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "02:56", "group_id": "study_04", "license": "CC-BY-NC-SA-4.0", "media_id": "study_04", "media_reference": "data/videos/robot/study_04.mp4", "query_cutoff_clip": 4, "question": "Where is the position of the pen holder?", "question_type": ["General Knowledge Extraction"], "rationale": "机器人拿红笔是从书架上的笔筒中拿的，George让机器人把红笔放回笔筒中，就是放回书架上的那个笔筒里。", "sample_id": "study_04_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the bookshelf.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "03:20", "group_id": "study_04", "license": "CC-BY-NC-SA-4.0", "media_id": "study_04", "media_reference": "data/videos/robot/study_04.mp4", "query_cutoff_clip": 5, "question": "Where is the picture of the brand \"loGraydono\"?", "question_type": ["General Knowledge Extraction"], "rationale": "机器人拿红笔以及放红笔回去的时候可以看见书架上有这个logo图片。", "sample_id": "study_04_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the desk.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "05:55", "group_id": "study_04", "license": "CC-BY-NC-SA-4.0", "media_id": "study_04", "media_reference": "data/videos/robot/study_04.mp4", "query_cutoff_clip": 10, "question": "Where does the robot pick up the remote control?", "question_type": ["General Knowledge Extraction"], "rationale": "George前面开空调，开完后把遥控器就放在了桌子上，因此机器人知道遥控器在桌子上。", "sample_id": "study_04_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "The computer.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "08:12", "group_id": "study_04", "license": "CC-BY-NC-SA-4.0", "media_id": "study_04", "media_reference": "data/videos/robot/study_04.mp4", "query_cutoff_clip": 15, "question": "Where does the robot save the newly added content on the scratch paper?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction"], "rationale": "机器人把计划书放回原位，George记完笔记说我要把这些记录在电脑里，因此后面在让机器人保存时，也会选择记在电脑里.", "sample_id": "study_04_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Three.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "09:10", "group_id": "study_04", "license": "CC-BY-NC-SA-4.0", "media_id": "study_04", "media_reference": "data/videos/robot/study_04.mp4", "query_cutoff_clip": 17, "question": "How many problems are there in the business plan?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Helen提出了计划书中的三个问题，George记录在了草稿纸上。", "sample_id": "study_04_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the desk.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "09:10", "group_id": "study_04", "license": "CC-BY-NC-SA-4.0", "media_id": "study_04", "media_reference": "data/videos/robot/study_04.mp4", "query_cutoff_clip": 17, "question": "Where is the position of the tablet?", "question_type": ["General Knowledge Extraction"], "rationale": "平板就放在桌子上，有时候Helen使用，有时候George使用", "sample_id": "study_04_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "To mark the key points.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "09:10", "group_id": "study_04", "license": "CC-BY-NC-SA-4.0", "media_id": "study_04", "media_reference": "data/videos/robot/study_04.mp4", "query_cutoff_clip": 17, "question": "What is the use of the red felt-tip pen?", "question_type": ["Cross-Modal Reasoning"], "rationale": "Helen说这点很重要，所以George找机器人要来红色签字笔，标注了很多very important。", "sample_id": "study_04_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the top drawer of the rightmost bookcase", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "03:45", "group_id": "study_05", "license": "CC-BY-NC-SA-4.0", "media_id": "study_05", "media_reference": "data/videos/robot/study_05.mp4", "query_cutoff_clip": 6, "question": "Where is the color paper?", "question_type": ["General Knowledge Extraction"], "rationale": "两人约定好一起做感恩树后，Quispe首先走到最右边的书柜前，打开最上层的抽屉，拿出了两种彩色纸，还问Raam想用哪张。", "sample_id": "study_05_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Scissors and glue", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:05", "group_id": "study_05", "license": "CC-BY-NC-SA-4.0", "media_id": "study_05", "media_reference": "data/videos/robot/study_05.mp4", "query_cutoff_clip": 67, "question": "What items were taken out from the toolbox?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "在制作树干时，Quispe说要用剪刀，于是剪刀从工具盒中被拿出，然后两人用剪刀剪完彩色纸后，Quispe又要用胶布粘彩色纸，于是胶布也被拿出。因此从工具箱中拿出过剪刀和胶布。", "sample_id": "study_05_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "One", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:05", "group_id": "study_05", "license": "CC-BY-NC-SA-4.0", "media_id": "study_05", "media_reference": "data/videos/robot/study_05.mp4", "query_cutoff_clip": 67, "question": "How many trees were made in total?", "question_type": ["Multi-Detail Reasoning"], "rationale": "本来两人在制作过程中各自都在做树干，但后来Raam的树干做错了，而且她不熟练，进度慢了很多，最后没有完成。然后两人一起接着做树叶，把做好的树叶和Quispe做的树干粘在了一起，在做完这颗树后两人就去吃饭了，没有再用Raam还未完成的树干做树。因此总共制作了一棵树。", "sample_id": "study_05_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "no", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:05", "group_id": "study_05", "license": "CC-BY-NC-SA-4.0", "media_id": "study_05", "media_reference": "data/videos/robot/study_05.mp4", "query_cutoff_clip": 67, "question": "Do Raam and Quispe argue usually a lot?", "question_type": ["Person Understanding", "Cross-Modal Reasoning"], "rationale": "Raam说自己不会做感恩树，于是Quispe全程都在很用心地教他，在她犯错误的时候让她别紧张、慢慢来，还让她小心剪刀。而Raam看到有剩下的黏土时，也细心地做了一朵花送给Quispe，Quispe说这是世界上最美丽的花，Raam回答说：我爱你，妈妈，来抱我一下。于是两人抱在了一起。因此可以看出两人的关系是充满爱意和关怀的。", "sample_id": "study_05_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "3", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "13:48", "group_id": "study_05", "license": "CC-BY-NC-SA-4.0", "media_id": "study_05", "media_reference": "data/videos/robot/study_05.mp4", "query_cutoff_clip": 26, "question": "How many steps were needed to make the tree trunk?", "question_type": ["General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "两人首先就制作了树干，第一步两人用铅笔在彩色纸上画几条直线，第二步两人拿着剪刀沿着这些直线剪裁彩色纸，第三步用两人用胶布将剪好的彩色纸粘起来，组合成树干状。因此树干的制作包含三步。", "sample_id": "study_05_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the left of the desk", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "20:31", "group_id": "study_05", "license": "CC-BY-NC-SA-4.0", "media_id": "study_05", "media_reference": "data/videos/robot/study_05.mp4", "query_cutoff_clip": 40, "question": "Where is the schoolbag?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "两人进入书房时，Raam一边说很累，一边把书包放到了书桌的中间。后来Quispe拿到彩色纸后，准备开始做树了，就把书包移到了书桌的左边。", "sample_id": "study_05_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "3", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "22:39", "group_id": "study_05", "license": "CC-BY-NC-SA-4.0", "media_id": "study_05", "media_reference": "data/videos/robot/study_05.mp4", "query_cutoff_clip": 44, "question": "How many steps were needed to make the leaves?", "question_type": ["General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "制作树叶时，Quispe首先将多张硬板纸对准叠在一起，然后直接在上面剪出需要的树叶形状，剪好后两人都在树叶上写了字。因此感恩节树叶的制作需要三步。", "sample_id": "study_05_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Five steps. ", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:06", "group_id": "study_05", "license": "CC-BY-NC-SA-4.0", "media_id": "study_05", "media_reference": "data/videos/robot/study_05.mp4", "query_cutoff_clip": 59, "question": "How many main steps are needed to make Thanksgiving tree?", "question_type": ["General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "两人制作感恩树的第一步就是用彩色纸制作树干，第二步是用彩色硬纸板制作树叶，第三步就是把树叶和树干粘起来。制作感恩树的主要步骤是这三步。除了答案解释中给出的三个步骤，视频中还有两个：一个是装饰，用粘土做成水果进行了装饰；第二个是固定，将tree在白纸上进行了粘贴固定。", "sample_id": "study_05_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Apples made of clay", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:06", "group_id": "study_05", "license": "CC-BY-NC-SA-4.0", "media_id": "study_05", "media_reference": "data/videos/robot/study_05.mp4", "query_cutoff_clip": 59, "question": "What were the decorations of the Thanksgiving tree?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Quispe曾说过可以给感恩树做点装饰，然后Raam也想做装饰。两人经过讨论后，决定做苹果装饰，于是她们一起用红色和绿色的黏土捏出了红苹果和青苹果，贴到了树上。因此感恩树的装饰是用黏土做的苹果。", "sample_id": "study_05_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "A pencil", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:05", "group_id": "study_05", "license": "CC-BY-NC-SA-4.0", "media_id": "study_05", "media_reference": "data/videos/robot/study_05.mp4", "query_cutoff_clip": 67, "question": "What items were taken out from the pen holder?", "question_type": ["Cross-Modal Reasoning"], "rationale": "两人刚拿到卡纸后，Quispe就说要铅笔，于是Raam从笔筒里拿了支铅笔给她。因此从笔筒里拿出过铅笔。", "sample_id": "study_05_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "no", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:05", "group_id": "study_05", "license": "CC-BY-NC-SA-4.0", "media_id": "study_05", "media_reference": "data/videos/robot/study_05.mp4", "query_cutoff_clip": 67, "question": "Did Quispe just care about Raam's study but nothing else?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "两人进入书房后Quispe一直在询问Raam的上课情况，还问Raam是不是在上课时写作业。因此Quispe会关心Raam的学习情况。Raam说自己不会做感恩树时，Quispe就说可以教她。做感恩树的过程中Raam有使用到剪刀，于是Quispe多次提醒她使用剪刀要小心，这很危险。因此Quispe并不是只关心Raam的学习，更关心他的健康等等。", "sample_id": "study_05_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Three times", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:05", "group_id": "study_05", "license": "CC-BY-NC-SA-4.0", "media_id": "study_05", "media_reference": "data/videos/robot/study_05.mp4", "query_cutoff_clip": 67, "question": "How many times were the scissors used by Quispe?", "question_type": ["Multi-Detail Reasoning"], "rationale": "在制作树干的时候，Quispe用了一次剪刀剪她的彩色纸，然后Raam觉得这个流程太难了，所以Quispe又帮Raam剪了她拿的彩色纸。然后在制作树叶的时候，Quispe又用剪刀剪了几张叠在一起的硬板纸。因此Quispe一共用了三次剪刀。", "sample_id": "study_05_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Be handed to Tom.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "03:21", "group_id": "study_06", "license": "CC-BY-NC-SA-4.0", "media_id": "study_06", "media_reference": "data/videos/robot/study_06.mp4", "query_cutoff_clip": 5, "question": "Should the water cup be placed on the table or be handed to Tom?", "question_type": ["Person Understanding"], "rationale": "Tom回家后，Lucy让机器人给他一杯水，所以直接给Tom即可", "sample_id": "study_06_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Food related books.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "27:39", "group_id": "study_06", "license": "CC-BY-NC-SA-4.0", "media_id": "study_06", "media_reference": "data/videos/robot/study_06.mp4", "query_cutoff_clip": 54, "question": "What kind of book can be recommended?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Lucy和Tom计划明天去书店，问Tom喜欢什么类型的书，是悬疑、科幻、言情、美食、生活还是什么，Tom前面提到过自己很喜欢美食类杂志，所以应该为Tom推荐美食类书籍", "sample_id": "study_06_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "One Hundred years of Solitude.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "33:55", "group_id": "study_06", "license": "CC-BY-NC-SA-4.0", "media_id": "study_06", "media_reference": "data/videos/robot/study_06.mp4", "query_cutoff_clip": 66, "question": "Which book does Lucy like?", "question_type": ["Person Understanding", "Cross-Modal Reasoning"], "rationale": "Tom看到百年孤独时，说到Lucy竟然还留着它，这可是他们大学时候的书，并且Lucy对待这本书也小心翼翼的，可以看出她很喜欢这本书", "sample_id": "study_06_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "33:55", "group_id": "study_06", "license": "CC-BY-NC-SA-4.0", "media_id": "study_06", "media_reference": "data/videos/robot/study_06.mp4", "query_cutoff_clip": 66, "question": "Has the computer been playing music loudly all along?", "question_type": ["General Knowledge Extraction"], "rationale": "Tom要接电话，机器人把音乐关闭后，就一直保持关闭的状态", "sample_id": "study_06_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Lover.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "33:55", "group_id": "study_06", "license": "CC-BY-NC-SA-4.0", "media_id": "study_06", "media_reference": "data/videos/robot/study_06.mp4", "query_cutoff_clip": 66, "question": "What's the relationship between Lucy and Tom?", "question_type": ["Person Understanding", "Cross-Modal Reasoning"], "rationale": "Lucy在收拾书桌时，从书里掉出了个东西，是David送给Lucy的一个东西，Tom看到了，说我应该嫉妒一下吗，说明两人是恋人关系", "sample_id": "study_06_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "33:55", "group_id": "study_06", "license": "CC-BY-NC-SA-4.0", "media_id": "study_06", "media_reference": "data/videos/robot/study_06.mp4", "query_cutoff_clip": 66, "question": "Will Lucy go out with Sara tomorrow?", "question_type": ["Person Understanding"], "rationale": "Lucy接起Sara的电话说明天可能不行，我们下周可以去你推荐的餐厅，所以明天不会和她出去", "sample_id": "study_06_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "33:55", "group_id": "study_06", "license": "CC-BY-NC-SA-4.0", "media_id": "study_06", "media_reference": "data/videos/robot/study_06.mp4", "query_cutoff_clip": 66, "question": "Has Tom finished his work today?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "回家后，Tom接到了电话，让他继续工作，但他的重要东西U盘没带回来，即使后面找到了，也没能继续工作", "sample_id": "study_06_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Four.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "33:55", "group_id": "study_06", "license": "CC-BY-NC-SA-4.0", "media_id": "study_06", "media_reference": "data/videos/robot/study_06.mp4", "query_cutoff_clip": 66, "question": "How many study guidelines does Lucy write down?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Lucy前后提出三条准则，一是用完东西后物归原位，而是不能吃味道大的东西，三是水杯不能放在书旁,四是不能损坏书籍", "sample_id": "study_06_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In his pocket. ; In his package.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "33:55", "group_id": "study_06", "license": "CC-BY-NC-SA-4.0", "media_id": "study_06", "media_reference": "data/videos/robot/study_06.mp4", "query_cutoff_clip": 66, "question": "Where Tom's USB drive be found?", "question_type": ["General Knowledge Extraction"], "rationale": "Lucy明天出门需要车钥匙，Tom找的时候没有找到，但却在口袋里翻出了U盘都可以，用词不同。", "sample_id": "study_06_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the empty bookshelf. ; On the first shelf on the right side of the bookshelf.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "07:33", "group_id": "study_06", "license": "CC-BY-NC-SA-4.0", "media_id": "study_06", "media_reference": "data/videos/robot/study_06.mp4", "query_cutoff_clip": 14, "question": "Where Lucy's coffee be placed?", "question_type": ["General Knowledge Extraction"], "rationale": "机器人给Lucy拿来咖啡后，Lucy喝了一口就随手放在了上面的空书架上都可以，描述角度不同。", "sample_id": "study_06_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Turn down the music.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "23:14", "group_id": "study_06", "license": "CC-BY-NC-SA-4.0", "media_id": "study_06", "media_reference": "data/videos/robot/study_06.mp4", "query_cutoff_clip": 45, "question": "What should the robot do to the music?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "在Lucy接电话时，Tom把音乐的声音关掉，因此在Tom接电话时，机器人同样要关掉音乐", "sample_id": "study_06_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the upper shelf of the bookshelf.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "13:35", "group_id": "study_06", "license": "CC-BY-NC-SA-4.0", "media_id": "study_06", "media_reference": "data/videos/robot/study_06.mp4", "query_cutoff_clip": 26, "question": "Should 'Les Mis é rables' be placed on the upper shelf of the bookshelf or the lower shelf?", "question_type": ["General Knowledge Extraction"], "rationale": "Tom前面已经将书本按照作者、文体类别给放好了，可以看到书架的第一层摆放的都是文学书，所以悲惨世界也应放这里", "sample_id": "study_06_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the desk.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "16:04", "group_id": "study_06", "license": "CC-BY-NC-SA-4.0", "media_id": "study_06", "media_reference": "data/videos/robot/study_06.mp4", "query_cutoff_clip": 31, "question": "Where is the red pen?", "question_type": ["General Knowledge Extraction"], "rationale": "可以清楚的看见红笔就在书桌上，可以直接拿给Lucy", "sample_id": "study_06_Q13", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Hawthorn rolls and jelly.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "10:07", "group_id": "study_06", "license": "CC-BY-NC-SA-4.0", "media_id": "study_06", "media_reference": "data/videos/robot/study_06.mp4", "query_cutoff_clip": 19, "question": "What snacks were recommended to Lucy by the robot?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "机器人打开收纳柜里面放着一些薯片、辣味零食、果干、果冻。由于Lucy刚设立了书房的原则，包括不能吃味道大的食物，因此机器人只拿了果冻和果干", "sample_id": "study_06_Q14", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the upper shelf.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "22:46", "group_id": "study_06", "license": "CC-BY-NC-SA-4.0", "media_id": "study_06", "media_reference": "data/videos/robot/study_06.mp4", "query_cutoff_clip": 44, "question": "Is Lucy's novel on the upper shelf of the bookshelf or the lower shelf?", "question_type": ["General Knowledge Extraction"], "rationale": "Lucy在收拾东西时，把她看的小说放在了书架的第一层，因此可以在书架的一层把书拿给Lucy", "sample_id": "study_06_Q15", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Magazines.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "23:20", "group_id": "study_06", "license": "CC-BY-NC-SA-4.0", "media_id": "study_06", "media_reference": "data/videos/robot/study_06.mp4", "query_cutoff_clip": 45, "question": "Does Tom prefer magazines or poetry collections?", "question_type": ["Person Understanding"], "rationale": "后面Tom又表示自己很喜欢杂志，尤其是食物相关的，所以可以拿杂志", "sample_id": "study_06_Q16", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the desk.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "23:21", "group_id": "study_06", "license": "CC-BY-NC-SA-4.0", "media_id": "study_06", "media_reference": "data/videos/robot/study_06.mp4", "query_cutoff_clip": 45, "question": "Is the magazine on the desk or on the bookshelf?", "question_type": ["Cross-Modal Reasoning"], "rationale": "前面Tom拿了一本杂志出来，Lucy说放桌上就行，所以可以从桌上把杂志拿给Tom", "sample_id": "study_06_Q17", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": " in the first layer of the bookshelf from the top.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "20:03", "group_id": "study_09", "license": "CC-BY-NC-SA-4.0", "media_id": "study_09", "media_reference": "data/videos/robot/study_09.mp4", "query_cutoff_clip": 39, "question": "where should the book be placed back?", "question_type": ["General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "第一层摆放悬疑类，第二层摆放专业类，第三层摆放言情类这本书通过他的标签以及封面，可以确定是悬疑类的，因此应放在书架从上数第一层。", "sample_id": "study_09_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "First layer from the top of bookshelf", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "38:40", "group_id": "study_09", "license": "CC-BY-NC-SA-4.0", "media_id": "study_09", "media_reference": "data/videos/robot/study_09.mp4", "query_cutoff_clip": 76, "question": "Where should the book Eve read later be placed on the shelf？", "question_type": ["Cross-Modal Reasoning", "Multi-Hop Reasoning", "Multi-Detail Reasoning"], "rationale": "通过两个人的对话可以知道这本小说属于悬疑刺激类的，所以Ella不喜欢。然后然后两个人看完书以后，书的封面图片显示了书名，进一步确定，该本书归类于悬疑，应该放在书架的第一层。", "sample_id": "study_09_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "38:41", "group_id": "study_09", "license": "CC-BY-NC-SA-4.0", "media_id": "study_09", "media_reference": "data/videos/robot/study_09.mp4", "query_cutoff_clip": 76, "question": "Does Eve like snacks a lot?", "question_type": ["Person Understanding", "Multi-Hop Reasoning", "Multi-Detail Reasoning"], "rationale": "Eve不止一次提到需要机器人拿奶茶给他，同时还有鸭脖子，蛋糕等等一系列零食。综上片段可见，EVE是很喜欢喝奶茶的。", "sample_id": "study_09_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "38:41", "group_id": "study_09", "license": "CC-BY-NC-SA-4.0", "media_id": "study_09", "media_reference": "data/videos/robot/study_09.mp4", "query_cutoff_clip": 76, "question": "Are Ella and Eve good at organizing?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "首先Ella主动提出要重新整理书籍，其次Eve提出用贴纸分类，两人的整理步骤也井井有条，因此他们很擅长整理书籍。", "sample_id": "study_09_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the second level of the upper part of Fridge.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "32:31", "group_id": "study_09", "license": "CC-BY-NC-SA-4.0", "media_id": "study_09", "media_reference": "data/videos/robot/study_09.mp4", "query_cutoff_clip": 64, "question": "Where should the robot put duck necksback?", "question_type": ["General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "拿取奶茶的时候。可以看到鸭脖子在第二层，所以食物最开始都是储存在冰箱里,因此放回去也要放到冰箱的第二层", "sample_id": "study_09_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "It's opposite Ella.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "33:03", "group_id": "study_09", "license": "CC-BY-NC-SA-4.0", "media_id": "study_09", "media_reference": "data/videos/robot/study_09.mp4", "query_cutoff_clip": 65, "question": "Where are Eve's chairs at first?", "question_type": ["General Knowledge Extraction"], "rationale": "我们观察Ella和Eve两个人最开始落座的时候的位置，可以看出来两个人是面对面在坐着，所以两个凳子是面对面的。", "sample_id": "study_09_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the little table", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:26", "group_id": "study_09", "license": "CC-BY-NC-SA-4.0", "media_id": "study_09", "media_reference": "data/videos/robot/study_09.mp4", "query_cutoff_clip": 67, "question": "Where did they put the milktea before they started folding stars?", "question_type": ["General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "第一次奶茶储存在冰箱里，拿出来以后放在书桌上，喝完后放在了小桌子上，自此位置就不再移动了", "sample_id": "study_09_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "5", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "38:40", "group_id": "study_09", "license": "CC-BY-NC-SA-4.0", "media_id": "study_09", "media_reference": "data/videos/robot/study_09.mp4", "query_cutoff_clip": 76, "question": "How many things did Ella buy in the refrigerator?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "我们这里可以定位到Ella对机器人多次向机器人发出拿去指令，分几次让机器人去拿取食物和饮料，同时提到了这些零食都是她买的。", "sample_id": "study_09_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "38:40", "group_id": "study_09", "license": "CC-BY-NC-SA-4.0", "media_id": "study_09", "media_reference": "data/videos/robot/study_09.mp4", "query_cutoff_clip": 76, "question": "Have the documents been taken away from the big table?", "question_type": ["General Knowledge Extraction"], "rationale": "我们先追踪桌上散落的文件，一开始都是处于大桌子上，后来文件被收进桌子上的文件袋，没有移到其他地方，最后的定位就是定位在大桌子上。因此并没有改变位置", "sample_id": "study_09_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the big table.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "38:40", "group_id": "study_09", "license": "CC-BY-NC-SA-4.0", "media_id": "study_09", "media_reference": "data/videos/robot/study_09.mp4", "query_cutoff_clip": 76, "question": "Where is the school bag finally?", "question_type": ["Multi-Detail Reasoning"], "rationale": "定位到书包出现的情况，书包是由Ella拿出来递给了，然后两个人将书包里面的东西拿出来以后，书包最后是落在了桌子上，两个书包摞在一起一直保持这个状态。", "sample_id": "study_09_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes, she does.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "38:40", "group_id": "study_09", "license": "CC-BY-NC-SA-4.0", "media_id": "study_09", "media_reference": "data/videos/robot/study_09.mp4", "query_cutoff_clip": 76, "question": "Does Ella care about tidiness?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Hop Reasoning", "Multi-Detail Reasoning"], "rationale": "在做整理的时候，ella自己说她不喜欢做整理的工作。后面有片段显示Ella吃完鸭脖也没有将垃圾及时扔进垃圾桶，而是放在桌子上选择继续吃蛋糕，所以综上，她并不重视整洁。视频开始Ella就在整理书的顺序，以及中间部分Ella把奶茶吸管的包装丢进垃圾桶，所以她是比较重视整洁的", "sample_id": "study_09_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Summer", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "38:40", "group_id": "study_09", "license": "CC-BY-NC-SA-4.0", "media_id": "study_09", "media_reference": "data/videos/robot/study_09.mp4", "query_cutoff_clip": 76, "question": "What season is it now?", "question_type": ["General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "通过两个线索可以推理出季节，第一个是根据她们的穿着，她们的穿着属于比较单薄的。然后第二个要素是视频结束的时候可以看到房间里面还放了一个风扇，可以知道事情的发生时间是在夏季。", "sample_id": "study_09_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Pen case, computer, coffee, detective novel and philosophy book", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "16:13", "group_id": "study_10", "license": "CC-BY-NC-SA-4.0", "media_id": "study_10", "media_reference": "data/videos/robot/study_10.mp4", "query_cutoff_clip": 31, "question": "What was on the table when Jeffery first came back?", "question_type": ["Multi-Hop Reasoning", "Multi-Detail Reasoning"], "rationale": "根据前面的视频综合得知，桌子上有笔袋，咖啡，侦探小说和哲学书", "sample_id": "study_10_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the third cabinet from left to right.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:54", "group_id": "study_10", "license": "CC-BY-NC-SA-4.0", "media_id": "study_10", "media_reference": "data/videos/robot/study_10.mp4", "query_cutoff_clip": 68, "question": "Where are computers usually placed?", "question_type": ["General Knowledge Extraction"], "rationale": "Malloy要查看邮箱，于是将电脑从书桌中拿了出来，用完后机器人放回了原位，拿来和放回去的地方都是一个，由此得知电脑通常放在书桌抽屉里根据视频内容机器人把电脑放在了从左往右数第三个柜子里，同学答案更加准确。", "sample_id": "study_10_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Historical book", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:54", "group_id": "study_10", "license": "CC-BY-NC-SA-4.0", "media_id": "study_10", "media_reference": "data/videos/robot/study_10.mp4", "query_cutoff_clip": 68, "question": "What kind of book does Jeffery like to read?", "question_type": ["Person Understanding", "Cross-Modal Reasoning"], "rationale": "由视频得知，他们提议大家来读书，Cooper说Jeffery来读历史书，之后Malloy也将历史书给了Jeffery去读，所以Jeffery喜欢读历史书", "sample_id": "study_10_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Three ", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:54", "group_id": "study_10", "license": "CC-BY-NC-SA-4.0", "media_id": "study_10", "media_reference": "data/videos/robot/study_10.mp4", "query_cutoff_clip": 68, "question": "How many philosophy books does Cooper let Alice give him?", "question_type": ["Cross-Modal Reasoning"], "rationale": "从视频中可以看出Malloy让Alice给他拿一本书，Alice给了他三本书他都不喜欢，他说他不喜欢读哲学书", "sample_id": "study_10_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Between the bowls and the hot water pot in the kitchen.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:54", "group_id": "study_10", "license": "CC-BY-NC-SA-4.0", "media_id": "study_10", "media_reference": "data/videos/robot/study_10.mp4", "query_cutoff_clip": 68, "question": "Where is the sugar?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction"], "rationale": "Malloy说咖啡太苦了让Alice帮他加点糖，而糖在厨房，Alice去了厨房加糖根据视频内容白糖在厨房里的碗和热水壶之间，所以同学答案更加准确。", "sample_id": "study_10_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Because they will pick Jeffery up.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:54", "group_id": "study_10", "license": "CC-BY-NC-SA-4.0", "media_id": "study_10", "media_reference": "data/videos/robot/study_10.mp4", "query_cutoff_clip": 68, "question": "Why does Malloy let Alice put an umbrella on his desk?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "从视频中得知，Alice把伞放在桌子上后，当Jeffery回来时，让Cooper去接他回来，Cooper就把伞拿走了。所以伞是用来接Jeffery的", "sample_id": "study_10_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Juice", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "22:25", "group_id": "study_10", "license": "CC-BY-NC-SA-4.0", "media_id": "study_10", "media_reference": "data/videos/robot/study_10.mp4", "query_cutoff_clip": 43, "question": "What beverages does Jeffery like to drink?", "question_type": ["Person Understanding"], "rationale": "机器人拿来一瓶果汁和一瓶可乐，Malloy把果汁递给了Jeffery，因此可以看出Jeffery是喜欢喝果汁的", "sample_id": "study_10_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Cola", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "22:25", "group_id": "study_10", "license": "CC-BY-NC-SA-4.0", "media_id": "study_10", "media_reference": "data/videos/robot/study_10.mp4", "query_cutoff_clip": 43, "question": "Which drink does Molly chooes Cola or juice?", "question_type": ["Person Understanding"], "rationale": "机器人拿来一瓶果汁和一瓶可乐，Malloy拿起可乐喝了起来，可见他比较喜欢可乐", "sample_id": "study_10_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Because the heavy rain is over.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "24:12", "group_id": "study_10", "license": "CC-BY-NC-SA-4.0", "media_id": "study_10", "media_reference": "data/videos/robot/study_10.mp4", "query_cutoff_clip": 47, "question": "Why does Malloy have to do laundry?", "question_type": ["Person Understanding", "Cross-Modal Reasoning"], "rationale": "Malloy说大雨停了，于是让机器人Alice去洗衣服，因此由于雨停，Malloy才要洗衣服，但他把这个工作交给了Alice", "sample_id": "study_10_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "At the door", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "26:38", "group_id": "study_10", "license": "CC-BY-NC-SA-4.0", "media_id": "study_10", "media_reference": "data/videos/robot/study_10.mp4", "query_cutoff_clip": 52, "question": "Where did Cooper put the umbrella when he picked Jeffery up?", "question_type": ["General Knowledge Extraction"], "rationale": "由视频得知，Cooper回来后就把伞放在了门口，机器人当时是在场的，因此在让机器人把伞收好的时候，机器人是知道要到门口去拿的", "sample_id": "study_10_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:54", "group_id": "study_10", "license": "CC-BY-NC-SA-4.0", "media_id": "study_10", "media_reference": "data/videos/robot/study_10.mp4", "query_cutoff_clip": 68, "question": "Is Cooper at home before the weather changes from sunny to cloudy?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Malloy因为天气要下雨了打电话给Cooper，但是Cooper没接，之后就从后面出来了，说明Cooper一直在家", "sample_id": "study_10_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Because it can stimulate our thinking", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:54", "group_id": "study_10", "license": "CC-BY-NC-SA-4.0", "media_id": "study_10", "media_reference": "data/videos/robot/study_10.mp4", "query_cutoff_clip": 68, "question": "Why does Cooper think detective novels are great?", "question_type": ["Person Understanding"], "rationale": "Cooper说他认为侦探小说可以调动我们的思维，这很有趣", "sample_id": "study_10_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:54", "group_id": "study_10", "license": "CC-BY-NC-SA-4.0", "media_id": "study_10", "media_reference": "data/videos/robot/study_10.mp4", "query_cutoff_clip": 68, "question": "Does Cooper like to read philosophy books?", "question_type": ["Person Understanding"], "rationale": "Alice给Cooper拿的都是哲学书，Cooper认为这些哲学书都太难了，所以得出他不喜欢哲学书", "sample_id": "study_10_Q13", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Philosopy books", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:54", "group_id": "study_10", "license": "CC-BY-NC-SA-4.0", "media_id": "study_10", "media_reference": "data/videos/robot/study_10.mp4", "query_cutoff_clip": 68, "question": "What types of books did Malloy like to read before?", "question_type": ["Person Understanding"], "rationale": "Cooper想换书，但几次拿来的都是哲学书，这些哲学书都是Malloy的，说明Malloy以前很爱看哲学书", "sample_id": "study_10_Q14", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Table.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "07:33", "group_id": "study_11", "license": "CC-BY-NC-SA-4.0", "media_id": "study_11", "media_reference": "data/videos/robot/study_11.mp4", "query_cutoff_clip": 14, "question": "Where is Alex's coffee cup?", "question_type": ["General Knowledge Extraction"], "rationale": "视频开始Alex 喝完咖啡后就把杯子放在书桌上了，位置不再移动", "sample_id": "study_11_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "history books.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "33:16", "group_id": "study_11", "license": "CC-BY-NC-SA-4.0", "media_id": "study_11", "media_reference": "data/videos/robot/study_11.mp4", "query_cutoff_clip": 65, "question": "What kind of book would Chris want to read now?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Alex问Chris现在在读什么书，Chris说历史书，表示自己可以从过去中学到经验;同时有片段表示Chris说自己在看肯·福莱特的历史书", "sample_id": "study_11_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "33:16", "group_id": "study_11", "license": "CC-BY-NC-SA-4.0", "media_id": "study_11", "media_reference": "data/videos/robot/study_11.mp4", "query_cutoff_clip": 65, "question": "Is Alex interested in mystery novels?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Chris表示自己对历史书感兴趣，就像Alex对推理小说感兴趣一样，而Chris对于历史书很有见解，由此可判断alex对于推理小说也是这样", "sample_id": "study_11_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Bed.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "15:52", "group_id": "study_11", "license": "CC-BY-NC-SA-4.0", "media_id": "study_11", "media_reference": "data/videos/robot/study_11.mp4", "query_cutoff_clip": 30, "question": "Where is the new box brought by Chris?", "question_type": ["General Knowledge Extraction"], "rationale": "Chris 进房间后就把手里拿的小箱子放在床上，一直没动过，所以可以通过回忆得出新箱子在床上", "sample_id": "study_11_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "23:43", "group_id": "study_11", "license": "CC-BY-NC-SA-4.0", "media_id": "study_11", "media_reference": "data/videos/robot/study_11.mp4", "query_cutoff_clip": 46, "question": "Does Chris have a good habit for picking up her own things?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Chris找手机过程中，翻遍了屋子，还指责了Alex说他偷走了手机，同时Alex说她经常这样，丢东丢西，所以没有良好习惯", "sample_id": "study_11_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Heating.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "25:36", "group_id": "study_11", "license": "CC-BY-NC-SA-4.0", "media_id": "study_11", "media_reference": "data/videos/robot/study_11.mp4", "query_cutoff_clip": 50, "question": "Does Robot turn on the conditioner in heating mode or cooling mode?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Chris开始进房间就说自己冷，后来Alex打了几个喷嚏觉得也是冷的原因，所以开的是制热模式", "sample_id": "study_11_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "33:16", "group_id": "study_11", "license": "CC-BY-NC-SA-4.0", "media_id": "study_11", "media_reference": "data/videos/robot/study_11.mp4", "query_cutoff_clip": 65, "question": "Does Chris enjoy history books now?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Chris说自己现在不怎么看爱情小说，想跳脱出来看别的书，想看那些事物变化过程，并且对自己未来有很好的帮助作用，还能以过去为鉴的历史书，因此可以推测她现在喜欢看历史书", "sample_id": "study_11_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "programmer", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "33:16", "group_id": "study_11", "license": "CC-BY-NC-SA-4.0", "media_id": "study_11", "media_reference": "data/videos/robot/study_11.mp4", "query_cutoff_clip": 65, "question": "What is Alex's profession?", "question_type": ["Person Understanding"], "rationale": "Alex说想让自己更加沉浸读书，因为自己的软件开发项目正在进行，一旦完成自己就有更多时间读书", "sample_id": "study_11_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Alex", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "33:16", "group_id": "study_11", "license": "CC-BY-NC-SA-4.0", "media_id": "study_11", "media_reference": "data/videos/robot/study_11.mp4", "query_cutoff_clip": 65, "question": "Who has a lot of free time now，Alex or Chris?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Alex 说自己刚刚才忙完一个项目，这次想趁项目结束好好把自己想看的书看完，而Chris说自己跟他正好相反，没有什么空闲时间，因此可以推测他现在很多空闲时间", "sample_id": "study_11_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "A little bit.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "33:16", "group_id": "study_11", "license": "CC-BY-NC-SA-4.0", "media_id": "study_11", "media_reference": "data/videos/robot/study_11.mp4", "query_cutoff_clip": 65, "question": "Does Chris like poetry?", "question_type": ["Person Understanding"], "rationale": "Chris说觉得诗能让自己冷静，只是不易理解，但看一两首还是很棒的", "sample_id": "study_11_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On a pile of books to the right of the largest table.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "03:18", "group_id": "study_12", "license": "CC-BY-NC-SA-4.0", "media_id": "study_12", "media_reference": "data/videos/robot/study_12.mp4", "query_cutoff_clip": 5, "question": "Where should the robot get the black file?", "question_type": ["General Knowledge Extraction"], "rationale": "Joy刚进入书房就往书桌右侧的最上端拿了黑色的文件，然后进行检查，检查后放回了原位，还说“好，我就放在这里”。所以应该到书桌右侧的最上端拿黑色文件。要说最大的桌子，和另一张桌子做区分", "sample_id": "study_12_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Anna", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:19", "group_id": "study_12", "license": "CC-BY-NC-SA-4.0", "media_id": "study_12", "media_reference": "data/videos/robot/study_12.mp4", "query_cutoff_clip": 61, "question": "who is the least busy, Joy Jane or Anna?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Hop Reasoning", "Multi-Detail Reasoning"], "rationale": "Joy进入书房后就开始查看文件，而且对着电脑工作了很久。Jane查看了一下书柜后也开始看书。而Anna进来后就让Jane帮她选一下衣服，还说：好吧，你很忙。而且Anna看了很久的平板，偶尔问问Jane在看什么书，偶尔问问Joy能不能陪她出去玩。所以Anna是最空闲的。", "sample_id": "study_12_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Two.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:19", "group_id": "study_12", "license": "CC-BY-NC-SA-4.0", "media_id": "study_12", "media_reference": "data/videos/robot/study_12.mp4", "query_cutoff_clip": 61, "question": "How many people read books?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Jane进入书房没多久就去看书柜，然后拿了一本小说出来看，她还对Anna说这本小说叫“傲慢与偏见”。后来Anna也说要看小说，还与Jane分享她正在看的小说。Joy在工作结束后，也说要看杂志，看了一下之后还说好像是之前看过的。因此三人都看了书。Joy只是翻了翻，说杂志之前看过了，就不看了，所以她不是真的看书。", "sample_id": "study_12_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "They care about her. ; They care a lot about Anna's studies.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:19", "group_id": "study_12", "license": "CC-BY-NC-SA-4.0", "media_id": "study_12", "media_reference": "data/videos/robot/study_12.mp4", "query_cutoff_clip": 61, "question": "How do Jane and Joy treat Anna?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Jane曾主动问起Anna的作业怎么样了，让她不要只想着玩。Joy也说检查过Anna的数学作业，还让她做别的数学题，给她挑了最适合她做的题目。然后Anna做题过程中，Jane和Joy都过来看她的做题情况。后来Jane空闲下来之后，还帮Anna挑选衣服。因此两人都是很关心Anna的。都可以，问题比较泛。", "sample_id": "study_12_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Twice", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:19", "group_id": "study_12", "license": "CC-BY-NC-SA-4.0", "media_id": "study_12", "media_reference": "data/videos/robot/study_12.mp4", "query_cutoff_clip": 61, "question": "How many times did Joy check the news?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Joy曾翻了一下一本杂志，然后发现好像是看过的，于是她说那她还是查看一下新闻吧，然后便拿起手机查看。在下棋中途，Joy又用手机查看了新闻，还跟Anna说起了新闻的内容，晚上独自出门要小心。因此Joy一共查看过两次新闻。", "sample_id": "study_12_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:19", "group_id": "study_12", "license": "CC-BY-NC-SA-4.0", "media_id": "study_12", "media_reference": "data/videos/robot/study_12.mp4", "query_cutoff_clip": 61, "question": "Did Joy and Jane both get involve in the chessboard game?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Joy和Jane下了围棋，下棋过程中两人都很认真地选择下的棋子的位置，Joy下一步棋的时候还说“这步棋很难走”。而且Anna也全程在认真看这两人下棋，还说她觉得黑棋会赢。因此所有人都参与到了这个围棋比赛当中。", "sample_id": "study_12_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In front of the drink on the desk ; On the biggest table.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "04:09", "group_id": "study_12", "license": "CC-BY-NC-SA-4.0", "media_id": "study_12", "media_reference": "data/videos/robot/study_12.mp4", "query_cutoff_clip": 7, "question": "Where should the robot get the fruits?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction"], "rationale": "Jane带着水果进入了书房，让Joy吃一些，Joy说好的，然后接过水果后放到了书桌上的饮料的前面。因此应该到这里拿水果。都可以，描述角度不同。在桌上饮料的前面，或者是在最大的桌子上面。都是为了区分和另一张桌子，不过前面其实也不是太准确，也可以说左面，看站的位置。所以答案为On the biggest table.或者On the desk with the drink.都可以。", "sample_id": "study_12_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the third layer of the bookshelf.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "05:57", "group_id": "study_12", "license": "CC-BY-NC-SA-4.0", "media_id": "study_12", "media_reference": "data/videos/robot/study_12.mp4", "query_cutoff_clip": 10, "question": "Where should the robot get the novels?", "question_type": ["General Knowledge Extraction"], "rationale": "Jane进入书房没多久便去看书柜，查看了一下发现小说在第三层。因此应该到书架第三层拿小说。", "sample_id": "study_12_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the second layer of the bookshelf.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "07:16", "group_id": "study_12", "license": "CC-BY-NC-SA-4.0", "media_id": "study_12", "media_reference": "data/videos/robot/study_12.mp4", "query_cutoff_clip": 13, "question": "Where can the robot get the magazine?", "question_type": ["General Knowledge Extraction"], "rationale": "Jane进入书房没多久便看了一下书柜，然后说参考书在第一层，杂志在第二层。因此应该在第二层拿杂志。", "sample_id": "study_12_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "From the left side of the biggest table.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "08:32", "group_id": "study_12", "license": "CC-BY-NC-SA-4.0", "media_id": "study_12", "media_reference": "data/videos/robot/study_12.mp4", "query_cutoff_clip": 16, "question": "On which side of the biggest table can the robot get the kettle?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction"], "rationale": "Jane进入书房后曾去拿黑色水瓶，说要帮Joy装水，装完后把黑色水瓶放到了书桌左端。因此应该到书桌左端取水。", "sample_id": "study_12_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the chair she just sat", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "16:32", "group_id": "study_12", "license": "CC-BY-NC-SA-4.0", "media_id": "study_12", "media_reference": "data/videos/robot/study_12.mp4", "query_cutoff_clip": 32, "question": "Where is the novel that Anna just read?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Anna曾坐在椅子上看小说，Jane聊起她的作业后，Joy让她过去做数学题，然后Anna说：天呐，好吧，接着把书一扔到她的椅子上。因此她的书在她曾经坐过的那张椅子上。", "sample_id": "study_12_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Beside the plant in front of the bookshelf", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "23:29", "group_id": "study_12", "license": "CC-BY-NC-SA-4.0", "media_id": "study_12", "media_reference": "data/videos/robot/study_12.mp4", "query_cutoff_clip": 45, "question": "Where can the robot get the chessboard?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction"], "rationale": "一开始Jane在查看书柜的时候，发现了一个木制棋盘，还说自己不喜欢它，要放到别处。然后她放到了书柜前的盆栽的旁边。", "sample_id": "study_12_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Anna", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:19", "group_id": "study_12", "license": "CC-BY-NC-SA-4.0", "media_id": "study_12", "media_reference": "data/videos/robot/study_12.mp4", "query_cutoff_clip": 61, "question": "Who's the youngest one ,Joy,Jane or Anna?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Hop Reasoning", "Multi-Detail Reasoning"], "rationale": "Jane刚进入书房就称呼Joy为big sister，因此Joy比Jane大。后来Jane询问Anna的作业怎么样了，说她是中学生了，不要总是想着玩，因此Jane应该比Anna大。所以Anna是最年轻的。", "sample_id": "study_12_Q13", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Anna", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "31:19", "group_id": "study_12", "license": "CC-BY-NC-SA-4.0", "media_id": "study_12", "media_reference": "data/videos/robot/study_12.mp4", "query_cutoff_clip": 61, "question": "Who ate the fruits,Joy,Jane or Anna?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Hop Reasoning", "Multi-Detail Reasoning"], "rationale": "Joy给Jane水果后，Jane没有吃，而是接过放在了书桌上。Joy本人也没有吃。只有Anna说要吃些水果，然后吃了一条香蕉。", "sample_id": "study_12_Q14", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "An apple", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "06:38", "group_id": "study_13", "license": "CC-BY-NC-SA-4.0", "media_id": "study_13", "media_reference": "data/videos/robot/study_13.mp4", "query_cutoff_clip": 12, "question": "What food should the robot bring to Joy?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Joy写作业时曾跑去拿薯片吃，还说很好吃。但是Chris与Gina发现了她在吃薯片，Chris跟她说不能一边吃薯片一边写作业，这样的话无法专注。Gina也问她怎么又吃薯片了。因此Joy不能再吃薯片了。然后桌上的食物只有薯片和苹果，所以应该给Joy拿苹果。", "sample_id": "study_13_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes, she does.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:58", "group_id": "study_13", "license": "CC-BY-NC-SA-4.0", "media_id": "study_13", "media_reference": "data/videos/robot/study_13.mp4", "query_cutoff_clip": 60, "question": "Does Chris like reading?", "question_type": ["Person Understanding", "Cross-Modal Reasoning"], "rationale": "Chris提议让Joy写完作业后看她正在看的那本书时，Joy说自己一看书就困，想睡觉。后来Chris帮Joy更正作业时，让Joy在她更正的过程中看看她正在看的书，但是Joy并没有在认真看书，而且还在转笔。因此Joy是不喜欢看书的。13:02 她自己说喜欢阅读。", "sample_id": "study_13_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "She didn't do it earnestly.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:58", "group_id": "study_13", "license": "CC-BY-NC-SA-4.0", "media_id": "study_13", "media_reference": "data/videos/robot/study_13.mp4", "query_cutoff_clip": 60, "question": "How was Joy doing with her homework?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Joy刚开始写作业后就跑去拿零食吃，被另外两人发现了，Chris还说她这样无法专心写作业。后来写作业的过程中，Gina两次提醒她要专注于作业。再后来Joy自己说：我真的不想再写作业了。因此Joy写作业并不用心。", "sample_id": "study_13_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Chris", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:58", "group_id": "study_13", "license": "CC-BY-NC-SA-4.0", "media_id": "study_13", "media_reference": "data/videos/robot/study_13.mp4", "query_cutoff_clip": 60, "question": "Who studies better, Joy or Chris?", "question_type": ["Person Understanding", "Multi-Hop Reasoning", "Multi-Detail Reasoning"], "rationale": "Joy曾让Chris在她写完作业后帮她更正。而且Gina给Joy检查完试卷后，发现错题很多，还让她多向Chris学习。后来Joy说她昨天做的数学作业有些题不懂，然后Chris给她详细解答了。因此Chris学习比Joy好。", "sample_id": "study_13_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:58", "group_id": "study_13", "license": "CC-BY-NC-SA-4.0", "media_id": "study_13", "media_reference": "data/videos/robot/study_13.mp4", "query_cutoff_clip": 60, "question": "Did three of them have drink?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Gina曾说要给Joy拿牛奶，Joy拿回座位上后喝了，还说很好喝。然后Chris也曾说要喝Joy还没喝完的牛奶，喝了之后也说很好喝。Gina也说要从书架拿一瓶饮料喝，看了一下书架后说要那个果汁，拿到果汁之后也喝了。因此三人都喝了东西。", "sample_id": "study_13_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the table with drinks", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "07:32", "group_id": "study_13", "license": "CC-BY-NC-SA-4.0", "media_id": "study_13", "media_reference": "data/videos/robot/study_13.mp4", "query_cutoff_clip": 14, "question": "Where is the milk Joy just drank?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Joy回到座位上后，喝了牛奶，还说很好喝。接着她又把牛奶放到了那张有两瓶饮料的桌子上，还说放到那里不会弄洒。因此Joy刚刚喝过的牛奶在那张桌子上。", "sample_id": "study_13_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the right side of the chair beside the table with drinks", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "08:08", "group_id": "study_13", "license": "CC-BY-NC-SA-4.0", "media_id": "study_13", "media_reference": "data/videos/robot/study_13.mp4", "query_cutoff_clip": 15, "question": "Which side of the chair beside the table with drinks should the robot find Chris' bag?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Joy写作业的过程中，Gina曾去把书桌右前方的书包放到一张椅子的右侧，这张椅子在放有饮料的桌子的隔壁。拿完之后，Chris对她说了感谢，因此推测这个书包应该是Chris的。所以应该在这张椅子上的右侧找到Chris的书包。", "sample_id": "study_13_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the left side of the chair beside the table with drinks", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "08:42", "group_id": "study_13", "license": "CC-BY-NC-SA-4.0", "media_id": "study_13", "media_reference": "data/videos/robot/study_13.mp4", "query_cutoff_clip": 16, "question": "Which side of the chair beside the table with drinks should the robot find Joy's bag?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Gina刚进书房就从书包里拿出作业和铅笔，然后把书包放回了书桌的左前方。后来在Joy写作业的过程中，Gina去把她的书包放到一张椅子的左侧，这张椅子在放有饮料的桌子的隔壁。所以应该在这张椅子上的左侧找到Joy的书包。", "sample_id": "study_13_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Chris", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "17:40", "group_id": "study_13", "license": "CC-BY-NC-SA-4.0", "media_id": "study_13", "media_reference": "data/videos/robot/study_13.mp4", "query_cutoff_clip": 34, "question": "Who is more diligent, Joy or Chris?", "question_type": ["Person Understanding", "Multi-Hop Reasoning", "Multi-Detail Reasoning"], "rationale": "Joy写作业时经常分神，偶尔吃吃零食，偶尔说自己不想再写作业了。后来Gina提出过让Joy向Chris学习，Joy问道：Chris真的有那么勤奋吗？Gina的回答是肯定的。因此Chris是比Joy勤奋的。", "sample_id": "study_13_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "A red pen", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "18:32", "group_id": "study_13", "license": "CC-BY-NC-SA-4.0", "media_id": "study_13", "media_reference": "data/videos/robot/study_13.mp4", "query_cutoff_clip": 36, "question": "What pen should the robot bring to Chris?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Joy做作业中途曾提到过做完后要Chris帮她更正，Chris同意了。然后Joy做完后把作业拿给Chris更正，Chris说要拿一支笔，所以推测是要拿一支红笔更正。", "sample_id": "study_13_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Pencil and ruler", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "25:06", "group_id": "study_13", "license": "CC-BY-NC-SA-4.0", "media_id": "study_13", "media_reference": "data/videos/robot/study_13.mp4", "query_cutoff_clip": 49, "question": "What stationary should the robot put back into Joy's bag?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Joy刚进入书房后就从自己的书包里拿出了铅笔，后来做作业的过程中说要用直尺，然后直尺也被拿出。因此应该将铅笔和直尺放回她的书包。", "sample_id": "study_13_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the table with drinks", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "28:47", "group_id": "study_13", "license": "CC-BY-NC-SA-4.0", "media_id": "study_13", "media_reference": "data/videos/robot/study_13.mp4", "query_cutoff_clip": 56, "question": "Which table are the annoying paper that Joy mentioned?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Joy曾把试卷从书桌拿开，然后放到放有饮料的桌子上，还说:这些试卷很烦人，我要放在这里。因此试卷在这张桌子上。", "sample_id": "study_13_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Into the drawer of the biggest desk ; In the middle drawer of the writing desk.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "28:47", "group_id": "study_13", "license": "CC-BY-NC-SA-4.0", "media_id": "study_13", "media_reference": "data/videos/robot/study_13.mp4", "query_cutoff_clip": 56, "question": "Where should the robot place the papers?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "Gina曾问Joy试卷在哪里，Joy找了许久之后发现在她面前的书桌的抽屉里，这张书桌是房间里最大的书桌。因此试卷应该放回这张书桌的抽屉里。都对，角度不同，也可以说放在写字桌中间的抽屉", "sample_id": "study_13_Q13", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Pick up the delivery.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "07:07", "group_id": "study_14", "license": "CC-BY-NC-SA-4.0", "media_id": "study_14", "media_reference": "data/videos/robot/study_14.mp4", "query_cutoff_clip": 13, "question": "What should the robot do when the ball bell run?", "question_type": ["General Knowledge Extraction"], "rationale": "之前Rachel点完外卖后告诉Robot记得在门铃响之后去拿外卖", "sample_id": "study_14_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "32:11", "group_id": "study_14", "license": "CC-BY-NC-SA-4.0", "media_id": "study_14", "media_reference": "data/videos/robot/study_14.mp4", "query_cutoff_clip": 63, "question": "Is Rachel used to listening to advice?", "question_type": ["Person Understanding"], "rationale": "Rachel想不到怎么写下一章的情节，一直在询问Brian的建议，并且表示从心理学角度推进内容确实有帮助，所以可以推测她是一个听劝的人", "sample_id": "study_14_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Psychology.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "32:11", "group_id": "study_14", "license": "CC-BY-NC-SA-4.0", "media_id": "study_14", "media_reference": "data/videos/robot/study_14.mp4", "query_cutoff_clip": 63, "question": "What major is Brian most likely to study?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Brian开始拿了《哈姆雷特》读，说老师让她从心理学角度去分析，后面讨论《泰坦尼克》情节也从心理学角度分析爱情,Rachel也问了一些关于心理学的问题，所以推测Brian是学心理学专业的", "sample_id": "study_14_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "32:11", "group_id": "study_14", "license": "CC-BY-NC-SA-4.0", "media_id": "study_14", "media_reference": "data/videos/robot/study_14.mp4", "query_cutoff_clip": 63, "question": "Will Brian and Rachel have fish and chips together?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "点午饭外卖的时候Rachel 说想吃炸鱼和薯条，Brian说可能会太腻，得加上腌菜，两人都赞同，并且外卖到了之后两人都很开心，还给食物拍了照", "sample_id": "study_14_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Writer.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "32:11", "group_id": "study_14", "license": "CC-BY-NC-SA-4.0", "media_id": "study_14", "media_reference": "data/videos/robot/study_14.mp4", "query_cutoff_clip": 63, "question": "What is Rachel's occupation?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "视频一开始Rachel就说自己在写小说，后面Brian问她为什么不休息她说不想让读者等太久，然后说自己最近产出太多，暂时没有写下一章的思路，从这些片段可以推测出Rachel的职业是作家", "sample_id": "study_14_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the table.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "08:07", "group_id": "study_14", "license": "CC-BY-NC-SA-4.0", "media_id": "study_14", "media_reference": "data/videos/robot/study_14.mp4", "query_cutoff_clip": 15, "question": "Where is the milk？", "question_type": ["General Knowledge Extraction"], "rationale": "视频开始Brian进门后就给了一杯牛奶给Rachel，放在了电脑桌上，因此牛奶就在电脑桌上", "sample_id": "study_14_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Near by the door.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "16:41", "group_id": "study_14", "license": "CC-BY-NC-SA-4.0", "media_id": "study_14", "media_reference": "data/videos/robot/study_14.mp4", "query_cutoff_clip": 32, "question": "Where is the delivery box?", "question_type": ["General Knowledge Extraction"], "rationale": "由前面的片段可以得知，Robot在拿外卖的时候，视线扫到门边上有个快递盒", "sample_id": "study_14_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the windowsill", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "32:11", "group_id": "study_14", "license": "CC-BY-NC-SA-4.0", "media_id": "study_14", "media_reference": "data/videos/robot/study_14.mp4", "query_cutoff_clip": 63, "question": "Where are the potted plants placed now", "question_type": ["General Knowledge Extraction"], "rationale": "卡片里写道这个盆栽是因为她们俩一直要看电脑，为了让她们有个好心情才送给她们的，所以应该放在靠近电脑旁且能看见的地方（书桌旁边的架子上）", "sample_id": "study_14_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the photo wall.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "24:15", "group_id": "study_14", "license": "CC-BY-NC-SA-4.0", "media_id": "study_14", "media_reference": "data/videos/robot/study_14.mp4", "query_cutoff_clip": 47, "question": "Where should the robot stick the photo?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "之前Rachel说要给盆栽拍照片，一张贴在照片墙，一张给艾米丽，然后让机器人贴照片，因此机器人应该贴在照片墙上", "sample_id": "study_14_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Chocolate pudding", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "25:02", "group_id": "study_14", "license": "CC-BY-NC-SA-4.0", "media_id": "study_14", "media_reference": "data/videos/robot/study_14.mp4", "query_cutoff_clip": 49, "question": "What should the robot give Rachel when Rachael asked it to bring snacks(from the delivery)?", "question_type": ["Multi-Detail Reasoning"], "rationale": "开始Rachel点了蛋糕跟麻薯，外卖到了之后吃了蛋糕，后面自己又饿了，让机器人拿些零食，就只有巧克力麻薯", "sample_id": "study_14_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "A psychological book  fits her writing requirements", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "28:48", "group_id": "study_14", "license": "CC-BY-NC-SA-4.0", "media_id": "study_14", "media_reference": "data/videos/robot/study_14.mp4", "query_cutoff_clip": 56, "question": "Why did Rachael need books on psychology?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Rachel想不到怎么写下一章的情节，Brian表示很多小说要聚焦在人物成长环境下塑造人物性格，从心理学角度推进内容应该会有帮助，所以可以推测机器人应该给Rachel看有关心理学方面的书", "sample_id": "study_14_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "32:11", "group_id": "study_14", "license": "CC-BY-NC-SA-4.0", "media_id": "study_14", "media_reference": "data/videos/robot/study_14.mp4", "query_cutoff_clip": 63, "question": "Does Rachel like to eat sour plum?", "question_type": ["Person Understanding"], "rationale": "点午饭外卖的时候Brian提议加上腌黄瓜，Rachel说自己最喜欢吃这个，由此推测她也会喜欢吃酸酸口味的话梅", "sample_id": "study_14_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "She wanted to refresh herself. ; because she has to keep on writing.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "01:20", "group_id": "study_15", "license": "CC-BY-NC-SA-4.0", "media_id": "study_15", "media_reference": "data/videos/robot/study_15.mp4", "query_cutoff_clip": 1, "question": "Why did Jennie want to drink black coffee?", "question_type": ["Person Understanding"], "rationale": "Jennie曾提到过自己的脑子好像打结了一样，然后还打算今天不工作了，要休息。但最后还是决定继续工作，因此她喝黑咖啡应该是因为状态不好想提神。两个回答都正确，喝咖啡是为了提神继续写作", "sample_id": "study_15_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Steak and broccoli", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:03", "group_id": "study_15", "license": "CC-BY-NC-SA-4.0", "media_id": "study_15", "media_reference": "data/videos/robot/study_15.mp4", "query_cutoff_clip": 67, "question": "What will Jennie have for dinner tonight?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Lucy曾说晚餐要吃牛排和西兰花，然后Jennie说为了支持Lucy减肥，她也吃一样的。所以Jennie晚餐也吃牛排和西兰花。", "sample_id": "study_15_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "YES", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:03", "group_id": "study_15", "license": "CC-BY-NC-SA-4.0", "media_id": "study_15", "media_reference": "data/videos/robot/study_15.mp4", "query_cutoff_clip": 67, "question": "Did Lucy treat Jennie WELL?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Jennie在工作时，Lucy给她拿了下午茶，即使她自己是不吃的。然后她还询问了Jennie的工作情况，得知Jennie工作不太顺利之后，也想办法安慰Jennie，告诉她每个人都会有低谷，没必要焦虑。在Jennie写作时，Lucy在一旁看着，还说Jennie表现得很好，没必要难过。在她的安慰之下，Jennie的心情有所缓解，后来Jennie吃完她带来的下午茶，心情更加好了。因此Lucy把Jennie照顾得很好。", "sample_id": "study_15_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Writer", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:04", "group_id": "study_15", "license": "CC-BY-NC-SA-4.0", "media_id": "study_15", "media_reference": "data/videos/robot/study_15.mp4", "query_cutoff_clip": 67, "question": "What is Jennie's job?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Jennie刚开始就说过出版商会来催她。后来Lucy来了之后询问她最近工作怎么样，Jennie说最近的写作工作进行得一般般吧。而且后来她也多次提到自己的写作工作。因此Jennie应该是一名作家。", "sample_id": "study_15_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Bad", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "04:13", "group_id": "study_15", "license": "CC-BY-NC-SA-4.0", "media_id": "study_15", "media_reference": "data/videos/robot/study_15.mp4", "query_cutoff_clip": 7, "question": "How was Jennie's actual working state recently?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Jennie刚开始就叹了声气，说怪不得自己总是写错这部分，因为自己的脑子好像打了结一样，还说今天想先不做了。但后来她又说出版商会来催她，于是双手扶着头，发出了很痛苦的声音，然后又坐回去继续工作。因此Jennie的工作状态非常不好。", "sample_id": "study_15_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "09:38", "group_id": "study_15", "license": "CC-BY-NC-SA-4.0", "media_id": "study_15", "media_reference": "data/videos/robot/study_15.mp4", "query_cutoff_clip": 18, "question": "Was Jennie a little careless?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Jennie曾说过自己没注意到合同上的漏洞，导致她需要马上交第二本书的大纲草稿，交不上就会被扣钱。Lucy对此感到很生气，问能不能告那个出版商，但Jennie说怎么可能，合同条款都写得清清楚楚，错误出在她自己身上，是她细心看。因此Jennie会有点粗心。", "sample_id": "study_15_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "12:47", "group_id": "study_15", "license": "CC-BY-NC-SA-4.0", "media_id": "study_15", "media_reference": "data/videos/robot/study_15.mp4", "query_cutoff_clip": 24, "question": "Does Lucy like strawberries?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Lucy刚进入书房没多久，就说家里的甜点只有草莓蛋糕，她不喜欢。后来Jennie在吃草莓蛋糕时，问Lucy要不要吃点，Lucy马上拒绝了，还说讨厌一切有草莓的东西。再后来Jennie在吃草莓饼干时，又说她觉得草莓太甜了，她不喜欢甜食。可以看出Lucy不喜欢草莓。", "sample_id": "study_15_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "There was nothing she can eat and she also wanted to lose weight.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "12:47", "group_id": "study_15", "license": "CC-BY-NC-SA-4.0", "media_id": "study_15", "media_reference": "data/videos/robot/study_15.mp4", "query_cutoff_clip": 24, "question": "why did Lucy refuse to eat afternoon tea?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Lucy刚进入书房没多久，就说家里的甜点只有草莓蛋糕，她不喜欢，后来还再次强调了自己讨厌有草莓的一切东西。所以Lucy没有能吃的。而且Lucy还曾提到过自己最近重了一点，几次说要减肥，还要健康饮食，所以她就更加不会吃蛋糕和饼干这些食物了。因此Lucy不吃下午茶的原因是没东西可吃，而且还要减重。", "sample_id": "study_15_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Strawberry cake and cookies", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "12:47", "group_id": "study_15", "license": "CC-BY-NC-SA-4.0", "media_id": "study_15", "media_reference": "data/videos/robot/study_15.mp4", "query_cutoff_clip": 24, "question": "What did Jennie have for afternoon tea?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Jennie下午茶首先吃了Lucy给她带来的草莓蛋糕，后来又另外吃了饼干。", "sample_id": "study_15_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Milk candy", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "14:32", "group_id": "study_15", "license": "CC-BY-NC-SA-4.0", "media_id": "study_15", "media_reference": "data/videos/robot/study_15.mp4", "query_cutoff_clip": 28, "question": "What snack should the robot bring to Lucy", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Jennie曾问Lucy要不要吃奶糖。Lucy疑惑怎么有奶糖，她记得之前她已经吃完了，于是Jennie回答说是她在超市买的，因为看见家里没有了就买了。Lucy虽然因为要减肥不怎么吃甜食，但听到Jennie这么说，她就说那就吃一点吧。因此应该给Lucy拿奶糖。", "sample_id": "study_15_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "She wanted to lose weight and regain her confidence.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "22:14", "group_id": "study_15", "license": "CC-BY-NC-SA-4.0", "media_id": "study_15", "media_reference": "data/videos/robot/study_15.mp4", "query_cutoff_clip": 43, "question": "Why did Lucy want to have healthy meals?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "早前Lucy对Jennie说过她最近变胖了，要减肥，吃营养餐。后来Jennie仔细询问Lucy怎么突然要这样了，Lucy解释说当她在看自己的照片时，她感到不自信，而且她这样不是也为了别人，而是想让自己感到更好，想让自己重新变得自信。因此Lucy吃营养餐是为了减肥和重拾信心。", "sample_id": "study_15_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "The top of the black storage shelf", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "04:52", "group_id": "study_18", "license": "CC-BY-NC-SA-4.0", "media_id": "study_18", "media_reference": "data/videos/robot/study_18.mp4", "query_cutoff_clip": 8, "question": "Where does the robot retrieve the character sample reference book?", "question_type": ["Multi-Detail Reasoning"], "rationale": "根据Tom的指令需求，机器人（Alan）走到黑色置物架旁，因为在之前取笔记本时，在置物架第三层同时看到了字体样本参考书，故可以判断出字体参考书的位置。", "sample_id": "study_18_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "six", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "43:19", "group_id": "study_18", "license": "CC-BY-NC-SA-4.0", "media_id": "study_18", "media_reference": "data/videos/robot/study_18.mp4", "query_cutoff_clip": 85, "question": "How many times was the poster printed?", "question_type": ["Multi-Detail Reasoning"], "rationale": "从视频的开头至结尾，Jack一共打印了六张海报", "sample_id": "study_18_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "USB flash drive and task list", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "43:19", "group_id": "study_18", "license": "CC-BY-NC-SA-4.0", "media_id": "study_18", "media_reference": "data/videos/robot/study_18.mp4", "query_cutoff_clip": 85, "question": "What items were taken out from the folder?", "question_type": ["Multi-Detail Reasoning"], "rationale": "按照指令机器人（Alan）先后从文件夹中取出了U盘和任务清单", "sample_id": "study_18_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Color pen and red pen", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "43:19", "group_id": "study_18", "license": "CC-BY-NC-SA-4.0", "media_id": "study_18", "media_reference": "data/videos/robot/study_18.mp4", "query_cutoff_clip": 85, "question": "What types of pens were taken out from the pen holder?", "question_type": ["Multi-Detail Reasoning"], "rationale": "根据指令Alan先后从笔筒中拿出了彩笔和红笔", "sample_id": "study_18_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Two", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "43:19", "group_id": "study_18", "license": "CC-BY-NC-SA-4.0", "media_id": "study_18", "media_reference": "data/videos/robot/study_18.mp4", "query_cutoff_clip": 85, "question": "How many posters did Tom put into the folder ？", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "从视频开头至结尾，Tom和Jack说了两次要把海报放文件夹，然后结合画面Tom两次拿起文件夹放入海报，故共两次将海报放入文件夹中", "sample_id": "study_18_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "three", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "43:19", "group_id": "study_18", "license": "CC-BY-NC-SA-4.0", "media_id": "study_18", "media_reference": "data/videos/robot/study_18.mp4", "query_cutoff_clip": 85, "question": "How many times did the robot organize the desktop in total?", "question_type": ["Multi-Detail Reasoning"], "rationale": "根据Jack和Tom整理桌面的指令，机器人（Alan）先后共整理了三次桌面", "sample_id": "study_18_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "The second tier of the black storage shelf", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "07:14", "group_id": "study_18", "license": "CC-BY-NC-SA-4.0", "media_id": "study_18", "media_reference": "data/videos/robot/study_18.mp4", "query_cutoff_clip": 13, "question": "Which tier from the top of the black storage shelf can the robot take the printing paper from?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "机器人之前在取字体参考书和笔记本时，可以看到置物架第二层的打印纸，当Jack给到指令需求时，故机器人（Alan）走到黑色置物架旁，在第二层拿取了打印纸给他。", "sample_id": "study_18_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": " Blue", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "15:27", "group_id": "study_18", "license": "CC-BY-NC-SA-4.0", "media_id": "study_18", "media_reference": "data/videos/robot/study_18.mp4", "query_cutoff_clip": 29, "question": "What color is a folder?", "question_type": ["General Knowledge Extraction"], "rationale": "根据Tom将海报放入文件夹的话，确定拿起文件夹的画面，可以判断出文件夹是蓝色的。", "sample_id": "study_18_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the pen holder on the table", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "15:49", "group_id": "study_18", "license": "CC-BY-NC-SA-4.0", "media_id": "study_18", "media_reference": "data/videos/robot/study_18.mp4", "query_cutoff_clip": 30, "question": "Where should the robot put back the color pen?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction"], "rationale": "在机器人的视觉中可以看到之前Jack从笔筒中将笔拿了出来，故接收到Jack将水彩笔放回原处的指令时，机器人（Alan）自动将水彩笔放回了桌子上的笔筒中。", "sample_id": "study_18_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the pen holder on the table", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "17:57", "group_id": "study_18", "license": "CC-BY-NC-SA-4.0", "media_id": "study_18", "media_reference": "data/videos/robot/study_18.mp4", "query_cutoff_clip": 34, "question": "Where should the robot retrieve the red  pen?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction"], "rationale": "在执行Jack将笔放回原处的指令时，机器人（Alan）看到了笔筒中的红笔，故将红笔从桌子上的笔筒中拿出递给他。", "sample_id": "study_18_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In top of the black storage shelf", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "27:05", "group_id": "study_18", "license": "CC-BY-NC-SA-4.0", "media_id": "study_18", "media_reference": "data/videos/robot/study_18.mp4", "query_cutoff_clip": 53, "question": "Where should the robot get the color reference book?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction"], "rationale": "在之前取笔记本、字体参考书等物品时，机器人可以观察到色彩参考书也在该位置，故当Tom发出需要色彩参考书的指令时，机器人（Alan）从黑色置物架第三层取出色彩参考书递给他。", "sample_id": "study_18_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the folder on the second tier of the black storage shelf", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:47", "group_id": "study_18", "license": "CC-BY-NC-SA-4.0", "media_id": "study_18", "media_reference": "data/videos/robot/study_18.mp4", "query_cutoff_clip": 60, "question": "From which item on the second tier of the black storage rack should the robot get the task list?", "question_type": ["General Knowledge Extraction"], "rationale": "之前Jack将任务清单放入了文件夹中，故当Jack下达指令时，机器人（Alan）从黑色置物架第二层的文件夹中取出任务清单递给他。", "sample_id": "study_18_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the coffee table ; On the black round table.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "39:25", "group_id": "study_18", "license": "CC-BY-NC-SA-4.0", "media_id": "study_18", "media_reference": "data/videos/robot/study_18.mp4", "query_cutoff_clip": 77, "question": "Where should the robot retrieve the duster cloth?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction"], "rationale": "抹布在机器人的视野内，故当Tom下达指令时，机器人（Alan）从茶几上拿起了抹布擦拭桌面描述角度不同，都可以。", "sample_id": "study_18_Q13", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Two", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "43:19", "group_id": "study_18", "license": "CC-BY-NC-SA-4.0", "media_id": "study_18", "media_reference": "data/videos/robot/study_18.mp4", "query_cutoff_clip": 85, "question": "How many reference books did the robot take from the black  storage shelf?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Jack和Tom一共下了两次拿参考书的指令，机器人（Alan）先后从黑色置物架上拿取了字符、色彩两本参考书，故可以判断出是两本。", "sample_id": "study_18_Q14", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the bookshelf", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "04:08", "group_id": "study_19", "license": "CC-BY-NC-SA-4.0", "media_id": "study_19", "media_reference": "data/videos/robot/study_19.mp4", "query_cutoff_clip": 7, "question": "Where should the robot put the magazine?", "question_type": ["General Knowledge Extraction"], "rationale": "Emily来到后便询问是否能找书看，Malloy让她自己选，然后她就到书架选了一本。因此书本应放回书架。", "sample_id": "study_19_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Cooper and Malloy", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "32:24", "group_id": "study_19", "license": "CC-BY-NC-SA-4.0", "media_id": "study_19", "media_reference": "data/videos/robot/study_19.mp4", "query_cutoff_clip": 63, "question": "Who drinked coffee?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Malloy解释完文件的摆放位置后喝了一杯咖啡，Cooper玩完跳棋游戏后喝了一杯。因此这两个人喝了咖啡。", "sample_id": "study_19_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Cooper", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "32:24", "group_id": "study_19", "license": "CC-BY-NC-SA-4.0", "media_id": "study_19", "media_reference": "data/videos/robot/study_19.mp4", "query_cutoff_clip": 63, "question": "Who has the strongest desire to win,Malloy, Cooper or Emily?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Hop Reasoning", "Multi-Detail Reasoning"], "rationale": "Cooper第一次输跳棋游戏时，说他很想赢，于是劝另外两人再玩一局。第二局也输了后，Cooper非常伤心，还说太久没玩跳棋了，下次一定要赢。而Malloy赢了比赛后，Emily会表示祝贺。因此Cooper的胜负欲最强。", "sample_id": "study_19_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Malloy", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "32:24", "group_id": "study_19", "license": "CC-BY-NC-SA-4.0", "media_id": "study_19", "media_reference": "data/videos/robot/study_19.mp4", "query_cutoff_clip": 63, "question": "Who is the most careful,Malloy,Cooper orEmily?", "question_type": ["Person Understanding", "Multi-Hop Reasoning", "Multi-Detail Reasoning"], "rationale": "Cooper与Malloy一起完成新任务时，Malloy发现并提出了项目材料单上面的错误。Cooper去装水时会把文件和笔忘在沙发扶手上。Emily也会忘记自己的手机放在哪里。因此Malloy是三人中最细心的。", "sample_id": "study_19_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "2", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "32:24", "group_id": "study_19", "license": "CC-BY-NC-SA-4.0", "media_id": "study_19", "media_reference": "data/videos/robot/study_19.mp4", "query_cutoff_clip": 63, "question": "How many cups of water are drinked?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Cooper曾说工作太多了，要喝杯水，然后去装了杯水喝。后来Malloy说要休息一下喝杯咖啡，不过Emily劝他喝水，所以他也喝了水。因此一共喝了两杯水。", "sample_id": "study_19_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the armrest of the sofa", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "09:36", "group_id": "study_19", "license": "CC-BY-NC-SA-4.0", "media_id": "study_19", "media_reference": "data/videos/robot/study_19.mp4", "query_cutoff_clip": 18, "question": "Where should the robot get Cooper's pen?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Cooper曾说工作太多了要喝杯水，然后去装水的时候顺手把笔和文件放在了沙发的扶手上。", "sample_id": "study_19_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "In the drawer under the table.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "10:52", "group_id": "study_19", "license": "CC-BY-NC-SA-4.0", "media_id": "study_19", "media_reference": "data/videos/robot/study_19.mp4", "query_cutoff_clip": 20, "question": "Where should the robot put the file?", "question_type": ["General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "Malloy曾说过把不太重要的文件放到抽屉，Cooper说暂时不太需要这份文件了，所以放到抽屉里。参考答案模糊", "sample_id": "study_19_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Cooper", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "21:42", "group_id": "study_19", "license": "CC-BY-NC-SA-4.0", "media_id": "study_19", "media_reference": "data/videos/robot/study_19.mp4", "query_cutoff_clip": 42, "question": "Who loses the most checker games,Malloy, Cooper or Emily?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "第一局游戏Emily赢了，第二局和第三局Malloy赢了，所以Coper输得最多。", "sample_id": "study_19_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "The kettle beside the balcony door ; On the shelf beside the balcony.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "22:53", "group_id": "study_19", "license": "CC-BY-NC-SA-4.0", "media_id": "study_19", "media_reference": "data/videos/robot/study_19.mp4", "query_cutoff_clip": 44, "question": "Where can the robot get the water?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "Malloy休息期间说要喝咖啡，然后Emily劝他喝水，最后Malloy走到阳台门旁的水壶装了热水。", "sample_id": "study_19_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "30:37", "group_id": "study_19", "license": "CC-BY-NC-SA-4.0", "media_id": "study_19", "media_reference": "data/videos/robot/study_19.mp4", "query_cutoff_clip": 60, "question": "Do Malloy,Cooper and Emily eat the same food?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "点午餐时Malloy说想吃麦当劳，Cooper说听起来很不错，他很想念汉堡。Emily也说想吃汉堡。然后Cooper完成了点单。所以三人吃一样的食物。", "sample_id": "study_19_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Warm air.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "09:19", "group_id": "study_20", "license": "CC-BY-NC-SA-4.0", "media_id": "study_20", "media_reference": "data/videos/robot/study_20.mp4", "query_cutoff_clip": 17, "question": "Is the air conditioner turned on by the robot blowing cold air or warm air?", "question_type": ["Cross-Modal Reasoning"], "rationale": "Tom打喷嚏了，说她有点冷，于是妈妈打开了空调，应该吹热风。", "sample_id": "study_20_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:27", "group_id": "study_20", "license": "CC-BY-NC-SA-4.0", "media_id": "study_20", "media_reference": "data/videos/robot/study_20.mp4", "query_cutoff_clip": 67, "question": "Is Tom able to finish her maths homework all by herself?", "question_type": ["Person Understanding"], "rationale": "Anna除了需要Nova为她检查作业，还需要给她讲题，所以没有Nova的帮助，她无法独立完成这次作业。", "sample_id": "study_20_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Confident", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:27", "group_id": "study_20", "license": "CC-BY-NC-SA-4.0", "media_id": "study_20", "media_reference": "data/videos/robot/study_20.mp4", "query_cutoff_clip": 67, "question": "What is tom's attitude towards English，confident or negative??", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Tom自己表示英语对她来说不是很难。同时她的英语作业，没有发现错误，Anna说希望她保持住她第一的位置。", "sample_id": "study_20_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:27", "group_id": "study_20", "license": "CC-BY-NC-SA-4.0", "media_id": "study_20", "media_reference": "data/videos/robot/study_20.mp4", "query_cutoff_clip": 67, "question": "Was Tom able to concentrate on his homework?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "首先tom写作业的整个过程都是懒散的，其次有片段显示tom经过纠正以后，依旧写错了两道题，说明她根本没有专心听答案，综上判断她很容易分心，不是很专心", "sample_id": "study_20_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:27", "group_id": "study_20", "license": "CC-BY-NC-SA-4.0", "media_id": "study_20", "media_reference": "data/videos/robot/study_20.mp4", "query_cutoff_clip": 67, "question": "Is Tom used to studying with the study door open?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "需定位从视频开始到结束的多个片段，最开始tom就让机器人吧书房的门关上，包括anna进门也是关上了门，一直到视频结束，Tom也没有主动提出开开门，因此她更习惯于关门学习。", "sample_id": "study_20_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Grapes and strawberries.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "14:12", "group_id": "study_20", "license": "CC-BY-NC-SA-4.0", "media_id": "study_20", "media_reference": "data/videos/robot/study_20.mp4", "query_cutoff_clip": 27, "question": "What fruits should the robot wash?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Anna曾说她最喜欢的榴莲，Tom最喜欢的是葡萄，而Anna有又表明她想吃草莓，所以应该洗的水果是草莓和葡萄。", "sample_id": "study_20_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "on the bookshelf", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "26:00", "group_id": "study_20", "license": "CC-BY-NC-SA-4.0", "media_id": "study_20", "media_reference": "data/videos/robot/study_20.mp4", "query_cutoff_clip": 51, "question": "Where should robots go to find Tom's English book", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Tom说自己的英语书不在书包里，anna说应该是今天没有英语课，也没有在学校，而是在书架上。", "sample_id": "study_20_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:27", "group_id": "study_20", "license": "CC-BY-NC-SA-4.0", "media_id": "study_20", "media_reference": "data/videos/robot/study_20.mp4", "query_cutoff_clip": 67, "question": "Was today's assignment hard for Tom?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Tom说今天的数学对于她来说很难，并且请机器人解答了很多问题；但是英语不是很难，因为他是英语第一，但是他完成以后还是觉得很累，想要去睡觉。", "sample_id": "study_20_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:27", "group_id": "study_20", "license": "CC-BY-NC-SA-4.0", "media_id": "study_20", "media_reference": "data/videos/robot/study_20.mp4", "query_cutoff_clip": 67, "question": "Did Tom have chemistry homework?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Tom只有数学、英语和物理作业。没有化学作业。", "sample_id": "study_20_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "It's open.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:27", "group_id": "study_20", "license": "CC-BY-NC-SA-4.0", "media_id": "study_20", "media_reference": "data/videos/robot/study_20.mp4", "query_cutoff_clip": 67, "question": "Is the study's door currently open or closed?", "question_type": ["General Knowledge Extraction"], "rationale": "Tom 进屋后让机器人把门关上，说明门是开着的。", "sample_id": "study_20_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "English, maths and physics.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:27", "group_id": "study_20", "license": "CC-BY-NC-SA-4.0", "media_id": "study_20", "media_reference": "data/videos/robot/study_20.mp4", "query_cutoff_clip": 67, "question": "Which subject of Tom's homework got checked?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Tom 今天有英语、数学和物理作业，每一项作业都让Nova检查了。", "sample_id": "study_20_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Question seven and fourteen. ", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:27", "group_id": "study_20", "license": "CC-BY-NC-SA-4.0", "media_id": "study_20", "media_reference": "data/videos/robot/study_20.mp4", "query_cutoff_clip": 67, "question": "Which maths questions are still wrong after first revision??", "question_type": ["Multi-Hop Reasoning", "Multi-Detail Reasoning"], "rationale": "Tom数学作业里的1、5、7、9、11、14题错了，改过之后，1、5、9、11都改对了，只有7和14题还是错的。", "sample_id": "study_20_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Maths.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:27", "group_id": "study_20", "license": "CC-BY-NC-SA-4.0", "media_id": "study_20", "media_reference": "data/videos/robot/study_20.mp4", "query_cutoff_clip": 67, "question": "Which homework took the longest time?", "question_type": ["Multi-Detail Reasoning"], "rationale": "数学Nova检查了2遍，改了2遍，英语和物理作业都全对，所以数学作业花的时间最长。", "sample_id": "study_20_Q13", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Bookshelf ; On the cabinet.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "05:44", "group_id": "study_21", "license": "CC-BY-NC-SA-4.0", "media_id": "study_21", "media_reference": "data/videos/robot/study_21.mp4", "query_cutoff_clip": 10, "question": "Where should the robot put the books?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction"], "rationale": "Yulissa和Emily整理桌子时，Emily曾说需要把书本放在书架上。视频中主人公把书放在了柜子上，所以参考答案和同学答案均正确只是表述不同。", "sample_id": "study_21_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yulissa", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "47:29", "group_id": "study_21", "license": "CC-BY-NC-SA-4.0", "media_id": "study_21", "media_reference": "data/videos/robot/study_21.mp4", "query_cutoff_clip": 93, "question": "Who is more sensitive to hygiene, Emily or Yulissa?", "question_type": ["Person Understanding", "Multi-Hop Reasoning", "Multi-Detail Reasoning"], "rationale": "Yulissa经常提到桌子很杂乱，需要整理，并用抹布擦桌子。相反，Emily会把喝完的牛奶盒随处乱放。", "sample_id": "study_21_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "47:29", "group_id": "study_21", "license": "CC-BY-NC-SA-4.0", "media_id": "study_21", "media_reference": "data/videos/robot/study_21.mp4", "query_cutoff_clip": 93, "question": "Is Emily curious about extracurricular knowledge?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Emily曾几次主动提出想做额外的实验，然后与Yulisaa一起完成了课外实验并记下了数据。而且最后Emily还提到下次想要测试冰和水的改变。", "sample_id": "study_21_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "47:29", "group_id": "study_21", "license": "CC-BY-NC-SA-4.0", "media_id": "study_21", "media_reference": "data/videos/robot/study_21.mp4", "query_cutoff_clip": 93, "question": "Dose Emily have a good memory?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Emily找不到自己的直尺，说自己找不到。而Yulissa帮她找了出来。而且Emily把喝完的牛奶瓶忘在了柜子上。因此她的记忆并不是非常好。", "sample_id": "study_21_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "47:29", "group_id": "study_21", "license": "CC-BY-NC-SA-4.0", "media_id": "study_21", "media_reference": "data/videos/robot/study_21.mp4", "query_cutoff_clip": 93, "question": "Does Yulissa often give advice?", "question_type": ["Person Understanding"], "rationale": "做完全部实验后，Yulissa让Emily与同学们一起分享实验结果。Yulisa最后还建议Emily以后自己做些实验，探索水的奥秘。", "sample_id": "study_21_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "47:29", "group_id": "study_21", "license": "CC-BY-NC-SA-4.0", "media_id": "study_21", "media_reference": "data/videos/robot/study_21.mp4", "query_cutoff_clip": 93, "question": "Are Emily and Yulisaa classmates?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "实验开始前Emily提到她的科学老师让她做实验，询问Yulissa是否能一起做实验，但是Yulissa并不知道实验的内容，直到Emily拿出她的书给Yulissa看，Yulissa才知道实验的内容。实验结束后，Yulissa建议Emily与她的同学们一起分享实验结果。因此两人并不是同学。", "sample_id": "study_21_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the first layer of the black ladder in the corner", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "08:56", "group_id": "study_21", "license": "CC-BY-NC-SA-4.0", "media_id": "study_21", "media_reference": "data/videos/robot/study_21.mp4", "query_cutoff_clip": 16, "question": "Where is the cloth before it is used to tidy up the desk?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Yulissa曾说桌子太乱了，想擦擦桌子，然后从房间角落拿到了抹布。", "sample_id": "study_21_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the bookshelf", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "09:29", "group_id": "study_21", "license": "CC-BY-NC-SA-4.0", "media_id": "study_21", "media_reference": "data/videos/robot/study_21.mp4", "query_cutoff_clip": 17, "question": "Where did Yulissa put the ruler when she picked it up on the floor?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Emily忘记了自己的直尺放在那里，Yulissa找出来后放到了书架上。因此可以在书架上找到直尺。", "sample_id": "study_21_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "To conduct the experiment of breaking the water surface tension", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "16:40", "group_id": "study_21", "license": "CC-BY-NC-SA-4.0", "media_id": "study_21", "media_reference": "data/videos/robot/study_21.mp4", "query_cutoff_clip": 32, "question": "Why should Emily get the detergent?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Emily曾问Yulissa如何才能破坏水面张力，Yulissa说可以用洗洁精或者牛奶。但Yulissa发现牛奶喝完了，所以只能用洗洁精了。因此拿洗洁精是为了进行破坏水面张力的实验。", "sample_id": "study_21_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Tissues and sponge.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "20:03", "group_id": "study_21", "license": "CC-BY-NC-SA-4.0", "media_id": "study_21", "media_reference": "data/videos/robot/study_21.mp4", "query_cutoff_clip": 39, "question": "What materials are used for the experiment of water absorption?", "question_type": ["Cross-Modal Reasoning"], "rationale": "Emily问Yulissa需要用什么做吸水性的实验，Yulissa说现有的材料有纸巾和海绵，Emily说那就用纸巾吧。接着Emily听从Yulissa的指令把水倒在了纸巾上。然后实验结束。因此水的吸收力的实验用到了纸巾和水两种材料。视频明确展示Emily问到需要用什么材料来进行水的吸收性实验，Yulisaa回答说纸和海绵，所以同学答案正确。", "sample_id": "study_21_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Salt, and eggs.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "47:29", "group_id": "study_21", "license": "CC-BY-NC-SA-4.0", "media_id": "study_21", "media_reference": "data/videos/robot/study_21.mp4", "query_cutoff_clip": 93, "question": "What tools are used for the experiment of buoyancy?", "question_type": ["General Knowledge Extraction"], "rationale": "Emily想做浮力实验，并提出需要鸡蛋，做实验时把两个鸡蛋放到了玻璃杯里。然后实验结束。因此浮力实验用到的工具有鸡蛋和玻璃杯。视频中Emily在做水的浮力实验前往杯子里倒入了盐，并且还用了鸡蛋，但是水杯用的是山歌实验的，所以该题关于做水的浮力试验用到的工具为盐和鸡蛋，同学答案准确。", "sample_id": "study_21_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "7", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "47:29", "group_id": "study_21", "license": "CC-BY-NC-SA-4.0", "media_id": "study_21", "media_reference": "data/videos/robot/study_21.mp4", "query_cutoff_clip": 93, "question": "How many glasses are used?", "question_type": ["Multi-Detail Reasoning"], "rationale": "水面张力实验用了一个玻璃杯，水流实验用了两个，不同温度下的水流实验用了两个，水的密度实验用了两个，一共七个。", "sample_id": "study_21_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "6", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "47:29", "group_id": "study_21", "license": "CC-BY-NC-SA-4.0", "media_id": "study_21", "media_reference": "data/videos/robot/study_21.mp4", "query_cutoff_clip": 93, "question": "How many experiments that are not recorded in the experimental task sheet are done?", "question_type": ["Multi-Detail Reasoning"], "rationale": "两人额外用海绵测试了水的吸收力，额外用玻璃杯测试了水流，额外用不同温度的水测试了水流。因此一共做了三种并非任务单中列有的实验。视频中关于额外做的实验有6项：用海绵测试水的吸水性，水的流动性，水在管道怎样流动，水温怎样影响水流以及水的密度和浮力，所以同学答案正确。", "sample_id": "study_21_Q13", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Eigth times.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "47:29", "group_id": "study_21", "license": "CC-BY-NC-SA-4.0", "media_id": "study_21", "media_reference": "data/videos/robot/study_21.mp4", "query_cutoff_clip": 93, "question": "How many times dose Emily write down the notes?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Emily做水面张力实验时记了三次笔记，做测试水的吸收力实验时记了两次笔记，做水流实验时记了三次笔记，做密度实验时记了一次笔记，一共九次。视频中在做水的张力试验记了3次逼近，吸水性记了3次笔记；水在管道如何流动1次笔记；关于水的浮力1次笔记，一共8次笔记记录。", "sample_id": "study_21_Q14", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Mystery book", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "06:04", "group_id": "study_22", "license": "CC-BY-NC-SA-4.0", "media_id": "study_22", "media_reference": "data/videos/robot/study_22.mp4", "query_cutoff_clip": 11, "question": "What kind of book does Malloy prefer?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Cooper说自己喜欢历史书，Malloy说读历史书很困。Cooper问那推理小说怎么样，Malloy说比历史书好。然后Cooper看了看Malloy正在读的是什么书，发现是关于社交技能的书，最后Malloy说其实他觉得这本书很无聊。所以Malloy感兴趣的应该是解谜类的小说。", "sample_id": "study_22_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "36:17", "group_id": "study_22", "license": "CC-BY-NC-SA-4.0", "media_id": "study_22", "media_reference": "data/videos/robot/study_22.mp4", "query_cutoff_clip": 71, "question": "Does Cooper think that Malloy gets along well with others?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Cooper发现Malloy看的是关于社交技能的书后，他认为Malloy不需要看这些书，而且还说他已经很受欢迎了。后来Malloy问Cooper是不是觉得他有很多朋友，Malloy说当然了，还说觉得他的朋友会支持他。因此Cooper觉得Malloy和别人相处得很好。", "sample_id": "study_22_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Not good", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "36:17", "group_id": "study_22", "license": "CC-BY-NC-SA-4.0", "media_id": "study_22", "media_reference": "data/videos/robot/study_22.mp4", "query_cutoff_clip": 71, "question": "Is Cooper's memory good?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "聊天过程中，Cooper突然想起他来这里是为了整理书架。整理书架的过程中说忘了应该为妈妈做什么，然后Malloy提醒他好像是要买些什么晚餐的食物，但是他仍然想了许久才想到。因此Cooper的记忆力并不好。", "sample_id": "study_22_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "no", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "36:17", "group_id": "study_22", "license": "CC-BY-NC-SA-4.0", "media_id": "study_22", "media_reference": "data/videos/robot/study_22.mp4", "query_cutoff_clip": 71, "question": "Do Malloy and Cooper have same personalities?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Malloy说自己很累时，Cooper会关心他，还听他讲完了整件事，为他提供了建议。因此Cooper是一个非常有爱的人。相反，Malloy亲眼看着Cooper做一堆家务，却从不主动提出帮忙，反而自己在看书。因此Cooper是一个不懂得帮忙的人。两人的性格是不一样的。", "sample_id": "study_22_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "36:17", "group_id": "study_22", "license": "CC-BY-NC-SA-4.0", "media_id": "study_22", "media_reference": "data/videos/robot/study_22.mp4", "query_cutoff_clip": 71, "question": "Does Mom favor Malloy more?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "他们的妈妈让Cooper去买菜，可妈妈吩咐Cooper买的食材全都是Malloy喜欢的。Cooper曾委屈地说妈妈总是让他做各种家务和工作，如果家务没完成，妈妈只会责怪他，不会责怪Malloy。而且所有家务都是Cooper一个人完成的，Malloy坐着看书，没有任何帮忙的迹象。因此推断Malloy被妈妈溺爱了。", "sample_id": "study_22_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the third layer of the bookshelf", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "06:11", "group_id": "study_22", "license": "CC-BY-NC-SA-4.0", "media_id": "study_22", "media_reference": "data/videos/robot/study_22.mp4", "query_cutoff_clip": 11, "question": "Where should the robot place the book?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "Cooper曾看了看Malloy正在读的是什么书，发现是关于社交技能的书，然后对他说这本书应该在书架第三层啊。机器人在旁边知晓了这一信息，所以这本书机器人应放回第三层。", "sample_id": "study_22_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "07:34", "group_id": "study_22", "license": "CC-BY-NC-SA-4.0", "media_id": "study_22", "media_reference": "data/videos/robot/study_22.mp4", "query_cutoff_clip": 14, "question": "Do they drink coffee for the totally same reason?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Cooper说他要喝咖啡，因为不能忘记故事的时间，要清醒一点。Malloy说看书看得太困了，要喝点咖啡提神。因此两人喝咖啡的原因并不完全相同。", "sample_id": "study_22_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Friendship", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "11:43", "group_id": "study_22", "license": "CC-BY-NC-SA-4.0", "media_id": "study_22", "media_reference": "data/videos/robot/study_22.mp4", "query_cutoff_clip": 22, "question": "What are Malloy's worries about？", "question_type": ["Person Understanding"], "rationale": "两人开始谈论话题时，Malloy的第一句话就是：你觉得真正的朋友是靠什么形成的。但是在Cooper认真给出回答后，Malloy仍然认为他的答案太笼统了，继续问了几个关于友谊的问题。因此推断他的烦恼是关于友谊的。", "sample_id": "study_22_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the table beside the bookshelf", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "15:00", "group_id": "study_22", "license": "CC-BY-NC-SA-4.0", "media_id": "study_22", "media_reference": "data/videos/robot/study_22.mp4", "query_cutoff_clip": 29, "question": "Where can the robot get the rag?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction"], "rationale": "Cooper刚出场没多久就说抹布要放在书架旁的椅子上。因此抹布在那里。 ", "sample_id": "study_22_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "2", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "36:17", "group_id": "study_22", "license": "CC-BY-NC-SA-4.0", "media_id": "study_22", "media_reference": "data/videos/robot/study_22.mp4", "query_cutoff_clip": 71, "question": "How many kinds of book that Cooper likes are mentioned ?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Cooper曾说自己很喜欢历史书，因为他总是想了解过去的一些事情。后来又说他喜欢推理类的书，因为推理类的书会让他很兴奋。因此一共有两种提到的书是他喜欢的。", "sample_id": "study_22_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "36:17", "group_id": "study_22", "license": "CC-BY-NC-SA-4.0", "media_id": "study_22", "media_reference": "data/videos/robot/study_22.mp4", "query_cutoff_clip": 71, "question": "Does Malloy has the reading habit?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Cooper曾说看到Malloy周末在家里读书，非常惊讶，后来还说一般Malloy周末都会消失。而且Malloy还说看历史书使人昏昏欲睡，还承认了自己觉得正在看的书很无聊。因此推测他并没有看书的习惯。", "sample_id": "study_22_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "36:17", "group_id": "study_22", "license": "CC-BY-NC-SA-4.0", "media_id": "study_22", "media_reference": "data/videos/robot/study_22.mp4", "query_cutoff_clip": 71, "question": "Is Malloy selfish?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Cooper说妈妈让他去买菜，但是他既要收拾书架，又要洗衣服。Malloy看到之后，说他对自己年龄小感到很幸运，并且没有做出任何行动。后来Cooper强调了非常多次自己非常多家务要做，还要去超市买Malloy喜欢吃的菜，Malloy还是说：那你就做吧。然后仍然没有帮忙。因此Malloy是一个自私的人。", "sample_id": "study_22_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "The white box", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "04:25", "group_id": "study_23", "license": "CC-BY-NC-SA-4.0", "media_id": "study_23", "media_reference": "data/videos/robot/study_23.mp4", "query_cutoff_clip": 7, "question": "Where can the robot get the cleaning brush?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "Sophie曾说桌子很脏，然后到白色箱子里拿了抹布，所以推测清洁刷也在这里面。", "sample_id": "study_23_Q01", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Aston Martin and Enzo.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:02", "group_id": "study_23", "license": "CC-BY-NC-SA-4.0", "media_id": "study_23", "media_reference": "data/videos/robot/study_23.mp4", "query_cutoff_clip": 67, "question": "What car brands does Mary like?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Sophia曾询问Mary最喜欢的汽车品牌，Mary说是奥斯汀。后来当Sophia说她喜欢法拉利时，Mary又说她喜欢恩佐。视频中Sophia问到Mary喜欢什么汽车品牌，Mary明确回答了Aston Martin，后来又提及最喜欢的是Enzo,所以她喜欢Aston Martin和Enzo这两个汽车品牌，同学答案正确。", "sample_id": "study_23_Q02", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Twice", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:02", "group_id": "study_23", "license": "CC-BY-NC-SA-4.0", "media_id": "study_23", "media_reference": "data/videos/robot/study_23.mp4", "query_cutoff_clip": 67, "question": "How many times is the mop used?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Sophia说要清理房间时，用拖把拖了地。Mary不小心打翻饮料时又用了一次。一共两次。", "sample_id": "study_23_Q03", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "No", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:02", "group_id": "study_23", "license": "CC-BY-NC-SA-4.0", "media_id": "study_23", "media_reference": "data/videos/robot/study_23.mp4", "query_cutoff_clip": 67, "question": "Do Mary and Sophia have the same taste?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Mary发现明天的电影院有提供可口可乐，但是Sophia说她喜欢雪碧。后来Sophia问Mary家里有什么好吃的，还说螺蛳粉很美味，但Mary说她觉得螺蛳粉很臭。所以两人口味并不相同。", "sample_id": "study_23_Q04", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:02", "group_id": "study_23", "license": "CC-BY-NC-SA-4.0", "media_id": "study_23", "media_reference": "data/videos/robot/study_23.mp4", "query_cutoff_clip": 67, "question": "Does Sophia care about tidiness?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "刚出场时Sophia便说房间很脏乱，要清理房间。后来又说车模很脏，然后用清洁刷弄干净。", "sample_id": "study_23_Q05", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Yes", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:02", "group_id": "study_23", "license": "CC-BY-NC-SA-4.0", "media_id": "study_23", "media_reference": "data/videos/robot/study_23.mp4", "query_cutoff_clip": 67, "question": "Is Sophia willing to forgive others' mistake?", "question_type": ["Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Mary不小心打翻饮料后道歉，但Sophia说不用担心，她会清理干净。Mary抱歉地说她会把拖把放好时，Sophia继续让Mary别担心，而且还帮她一起搬凳子、清理。因此Sophia并不会对别人犯的错误计较。", "sample_id": "study_23_Q06", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "She is too sad about Paul's accident.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "06:56", "group_id": "study_23", "license": "CC-BY-NC-SA-4.0", "media_id": "study_23", "media_reference": "data/videos/robot/study_23.mp4", "query_cutoff_clip": 12, "question": "Why does Sophia stop focusing on The Fast and the Furious?", "question_type": ["Person Understanding"], "rationale": "两人谈及速度与激情的续集时，Sophia说她毫不知情，因为保罗出事后她就不再关注了。因此推测她对保罗出事感到非常伤心，便不再关注速度与激情系列电影了。", "sample_id": "study_23_Q07", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "The cabinet beside the lamp", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "09:04", "group_id": "study_23", "license": "CC-BY-NC-SA-4.0", "media_id": "study_23", "media_reference": "data/videos/robot/study_23.mp4", "query_cutoff_clip": 17, "question": "Where can the robot get the orange juice?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning"], "rationale": "Sophie曾问Mary想不想喝芒果饮料，Mary说要，然后Sophie到台灯旁的柜子里取了芒果饮料，而且橙汁就在芒果汁隔壁。", "sample_id": "study_23_Q08", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "On the cabinet next to the desk.", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "11:54", "group_id": "study_23", "license": "CC-BY-NC-SA-4.0", "media_id": "study_23", "media_reference": "data/videos/robot/study_23.mp4", "query_cutoff_clip": 22, "question": "Where can the robot get the car model?", "question_type": ["Cross-Modal Reasoning", "General Knowledge Extraction"], "rationale": "Mary曾拿起车模欣赏，还说车模制作精良，说完后放到到了书柜上。视频中Mary看完车模型后放在了桌子旁的柜子上，同学答案更加准确。", "sample_id": "study_23_Q09", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "The spirit of self-improvement and persistence", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "13:19", "group_id": "study_23", "license": "CC-BY-NC-SA-4.0", "media_id": "study_23", "media_reference": "data/videos/robot/study_23.mp4", "query_cutoff_clip": 25, "question": "What kind of spirit inspires Sophia to achieve success?", "question_type": ["Person Understanding", "Multi-Detail Reasoning"], "rationale": "Mary曾说Pual有着努力争取进步、自立自强的精神，后来Sophia说正是Paul的精神激励她在赛车领域取得成功。所以结合起来应该是坚持不懈和自立自强的精神。", "sample_id": "study_23_Q10", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "3", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "22:18", "group_id": "study_23", "license": "CC-BY-NC-SA-4.0", "media_id": "study_23", "media_reference": "data/videos/robot/study_23.mp4", "query_cutoff_clip": 43, "question": "How many people are going to the film finally?", "question_type": ["Cross-Modal Reasoning", "Multi-Detail Reasoning"], "rationale": "Sophie说她的朋友送了她两张电影票，还让她再邀请一个人。她邀请了Mary，Mary同意了。所以三人会一起去看电影。", "sample_id": "study_23_Q11", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "Paul", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:02", "group_id": "study_23", "license": "CC-BY-NC-SA-4.0", "media_id": "study_23", "media_reference": "data/videos/robot/study_23.mp4", "query_cutoff_clip": 67, "question": "Who is Sophia's model?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Sophia早前提到过因为保罗的事故而没再关注“速度与激情”系列电影，因此她是喜欢保罗的。后来Sophia还说想成为像保罗一样的人，所以选择了现在的职业，而且她很佩服保罗的精神。因此推测保罗是她的榜样。", "sample_id": "study_23_Q12", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "3", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:02", "group_id": "study_23", "license": "CC-BY-NC-SA-4.0", "media_id": "study_23", "media_reference": "data/videos/robot/study_23.mp4", "query_cutoff_clip": 67, "question": "How many movies about car are mentioned?", "question_type": ["Multi-Detail Reasoning"], "rationale": "两人谈论车模型时提到了速度与激情，谈奥斯汀品牌的车时提到了电影007，谈论恩佐品牌的车时提到了蜘蛛侠。一共提到了三部有关车的电影。", "sample_id": "study_23_Q13", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}
{"answer": "2", "benchmark": "M3-Bench-robot", "choices": null, "gold_timestamp": "34:02", "group_id": "study_23", "license": "CC-BY-NC-SA-4.0", "media_id": "study_23", "media_reference": "data/videos/robot/study_23.mp4", "query_cutoff_clip": 67, "question": "How many positions are the car model placed?", "question_type": ["Multi-Detail Reasoning"], "rationale": "Mary注意到桌子上有车模型。然后Sophia擦拭干净后，Mary拿起来观赏，最后放到了放书的柜子上。所以车模型一共北方在过两个地方。", "sample_id": "study_23_Q14", "source_revision": "2672152eee36b25ccb38fdbc3b72135347adbb63", "source_split": "robot", "source_url": "https://huggingface.co/datasets/ByteDance-Seed/M3-Bench", "split": "validation"}