{ "living_room_06": { "video_path": "data/videos/robot/living_room_06.mp4", "mem_path": "data/memory_graphs/robot/living_room_06.pkl", "qa_list": [ { "question": "What are the drinks for the three people?", "answer": "Coffee.", "question_id": "living_room_06_Q01", "reasoning": "Lily笑着说大家都没什么精神，喝点儿提神的，由此可见是喝咖啡", "timestamp": "00:43", "type": [ "Cross-Modal Reasoning" ], "before_clip": 0 }, { "question": "What is Lily's job?", "answer": "Marketing staff.", "question_id": "living_room_06_Q02", "reasoning": "Lily说她今天需要去参加一个市场推广的活动，要去公司准备。表明她可能是公司的市场营销部门的职员", "timestamp": "16:10", "type": [ "Person Understanding", "Cross-Modal Reasoning" ], "before_clip": 31 }, { "question": "Is Lily tired of life lately?", "answer": "Yes.", "question_id": "living_room_06_Q03", "reasoning": "Lily说她今天需要去参加一个市场推广的活动，要去公司准备。并且需要瑜伽来放松身体", "timestamp": "16:10", "type": [ "Person Understanding" ], "before_clip": 31 }, { "question": "What fruits does Lily like to eat?", "answer": "Mango.", "question_id": "living_room_06_Q04", "reasoning": "Lily拿起芒果开心地吃了起来，问言好奇地问Jack为什么。", "timestamp": "16:10", "type": [ "Person Understanding", "Cross-Modal Reasoning" ], "before_clip": 31 }, { "question": "Is Sophie tired of life lately?", "answer": "Yes.", "question_id": "living_room_06_Q05", "reasoning": "Sophie则表示她今天压力很大，因为要给客户交付一个自己独立完成的项目设计。因此她很累。", "timestamp": "16:10", "type": [ "Person Understanding" ], "before_clip": 31 }, { "question": "Why does Lily like doing yoga?", "answer": "Yoga gets her relaxed.", "question_id": "living_room_06_Q06", "reasoning": "Lily认为瑜伽可以让她身体放松缓解压力。", "timestamp": "16:10", "type": [ "Person Understanding" ], "before_clip": 31 }, { "question": "Is Jack allergic to mango?", "answer": "Yes.", "question_id": "living_room_06_Q07", "reasoning": "Sophie说之前Jack出去聚会吃了次芒果，在医院的过敏部门呆了两天。", "timestamp": "16:10", "type": [ "Person Understanding" ], "before_clip": 31 }, { "question": "What kind of fruit does Jack like to eat?", "answer": "Apple.", "question_id": "living_room_06_Q08", "reasoning": "Jack请机器人将他的果盘的芒果换成其他水果，机器人回复家里还有橘子和石榴，Jack选apple。因此Jack更喜欢apple", "timestamp": "16:10", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 31 }, { "question": "Where is the yoga mat located?", "answer": "Inside the storage room", "question_id": "living_room_06_Q09", "reasoning": "三人开始吃早饭后Lily舒展了身体，请机器人帮助收拾瑜伽垫到储物间，机器人照做并回到客厅。因此瑜伽垫在储物间里，可以从储物间再拿一次", "timestamp": "13:13", "type": [ "General Knowledge Extraction" ], "before_clip": 25 }, { "question": "What did the two ladies forget to pick up on their way out the door?", "answer": "Umbrellas.", "question_id": "living_room_06_Q10", "reasoning": "Jack发现今天中午到下午会下雨，提醒Sophie和Lily带伞。但是两位女士忘记带了，Jack请机器人帮忙去拿雨伞", "timestamp": "14:54", "type": [ "Person Understanding", "Cross-Modal Reasoning" ], "before_clip": 28 }, { "question": "which table is the laptop on?", "answer": "On the little table in front of the couch.", "question_id": "living_room_06_Q11", "reasoning": "Jack在沙发上用完电脑后，将笔记本电脑放在电视机前的小桌子上。", "timestamp": "15:26", "type": [ "General Knowledge Extraction" ], "before_clip": 29 }, { "question": "What is Jack getting ready to do?", "answer": "Getting to work (meeting with clients).", "question_id": "living_room_06_Q12", "reasoning": "谈起今天的安排，Jack说自己只需要在家里和客户线上开会就行了，因此坐在电脑桌前，关掉电视就是要开会了", "timestamp": "15:26", "type": [ "Person Understanding", "Cross-Modal Reasoning" ], "before_clip": 29 }, { "question": "Will Sophie want to try yoga?", "answer": "Yes.", "question_id": "living_room_06_Q13", "reasoning": "Sophie好奇地询问Lily做瑜伽的好处，她说她对瑜伽也很有兴趣。因此在Lily的邀请下，她应该会尝试瑜伽", "timestamp": "16:10", "type": [ "Person Understanding" ], "before_clip": 31 }, { "question": "What time has Jack's meeting been put off to?", "answer": "10:10am.", "question_id": "living_room_06_Q14", "reasoning": "Lily说Jack要在早上9:10开会，Jack表明开会推迟了一个小时", "timestamp": "16:10", "type": [ "Multi-Detail Reasoning" ], "before_clip": 31 }, { "question": "Why is Jack is not energetic in the morning?", "answer": "Stayed up late.", "question_id": "living_room_06_Q15", "reasoning": "Lily从瑜伽垫上站起身，说着Jack昨晚是肯定又熬夜了。", "timestamp": "16:10", "type": [ "Person Understanding", "Cross-Modal Reasoning" ], "before_clip": 31 }, { "question": "Does Jack hate chocolate sauce?", "answer": "No.", "question_id": "living_room_06_Q16", "reasoning": "Lily和Sophie想加一点巧克力酱在面包上，而Jack则表示他连续吃了好久的巧克力酱，但这次就不要了。因此并不是讨厌巧克力酱，而是吃太多了腻了。", "timestamp": "16:10", "type": [ "Person Understanding" ], "before_clip": 31 } ] }, "living_room_22": { "video_path": "data/videos/robot/living_room_22.mp4", "mem_path": "data/memory_graphs/robot/living_room_22.pkl", "qa_list": [ { "question": "where are Bob's shoes?", "answer": "In front of the shoe cabinet ; On the floor by the door", "question_id": "living_room_22_Q01", "reasoning": "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", "timestamp": "00:43", "type": [ "Person Understanding" ], "before_clip": 0 }, { "question": "Where is the tissue box?", "answer": "On the dinne rtable.", "question_id": "living_room_22_Q02", "reasoning": "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", "timestamp": "07:20", "type": [ "General Knowledge Extraction" ], "before_clip": 13 }, { "question": "Why does Bob keep Alice from doing her homework?", "answer": "Bob was bored and wanted Alice to play with him.", "question_id": "living_room_22_Q03", "reasoning": "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。", "timestamp": "07:20", "type": [ "Person Understanding", "Cross-Modal Reasoning" ], "before_clip": 13 }, { "question": "Is Bob childish?", "answer": "YEs", "question_id": "living_room_22_Q04", "reasoning": "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", "timestamp": "07:20", "type": [ "Person Understanding" ], "before_clip": 13 }, { "question": "What courses is Bob good at?", "answer": "Liberal arts and sports", "question_id": "living_room_22_Q05", "reasoning": "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", "timestamp": "07:20", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 13 }, { "question": "where did the towel originally hang?", "answer": "On the towel rack in the bathroom", "question_id": "living_room_22_Q06", "reasoning": "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。", "timestamp": "01:40", "type": [ "General Knowledge Extraction" ], "before_clip": 2 }, { "question": "What did Bob use to wipe off his sweat that dripped onto Alice's notebook？", "answer": "Tissue and towel.", "question_id": "living_room_22_Q07", "reasoning": "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", "timestamp": "07:20", "type": [ "Multi-Detail Reasoning" ], "before_clip": 13 }, { "question": "What is Alice's clothing preference?", "answer": "Skirt", "question_id": "living_room_22_Q08", "reasoning": "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", "timestamp": "07:20", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 13 }, { "question": "What is Alice's favourite colour?", "answer": "Pink", "question_id": "living_room_22_Q09", "reasoning": "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", "timestamp": "07:20", "type": [ "Person Understanding" ], "before_clip": 13 }, { "question": "Is Bob's major same as Alice's?", "answer": "No", "question_id": "living_room_22_Q10", "reasoning": "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", "timestamp": "07:20", "type": [ "Multi-Detail Reasoning" ], "before_clip": 13 }, { "question": "What is Alice's favourite subject?", "answer": "Maths", "question_id": "living_room_22_Q11", "reasoning": "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。", "timestamp": "07:20", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 13 }, { "question": "Does Alice hate sweaty Bob?", "answer": "Yes", "question_id": "living_room_22_Q12", "reasoning": "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", "timestamp": "07:20", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 13 }, { "question": "Where did Alice do her homework?", "answer": "From Dinner table to coffee table", "question_id": "living_room_22_Q13", "reasoning": "从开始到结尾，Alice从在餐桌上写作业变成到茶几写作业", "timestamp": "07:20", "type": [ "Multi-Detail Reasoning" ], "before_clip": 13 } ] }, "living_room_05": { "video_path": "data/videos/robot/living_room_05.mp4", "mem_path": "data/memory_graphs/robot/living_room_05.pkl", "qa_list": [ { "question": "Where is the TV remote control?", "answer": "Under the table in the living room.", "question_id": "living_room_05_Q01", "reasoning": "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", "timestamp": "06:51", "type": [ "General Knowledge Extraction" ], "before_clip": 12 }, { "question": "Does Jee like detective dramas?", "answer": "Yes.", "question_id": "living_room_05_Q02", "reasoning": "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", "timestamp": "31:38", "type": [ "Person Understanding" ], "before_clip": 62 }, { "question": "Does Nancy like watching romantic variety shows?", "answer": "No.", "question_id": "living_room_05_Q03", "reasoning": "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", "timestamp": "31:38", "type": [ "Person Understanding" ], "before_clip": 62 }, { "question": "Does Jee like the work of today?", "answer": "Yes.", "question_id": "living_room_05_Q04", "reasoning": "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", "timestamp": "31:38", "type": [ "Person Understanding" ], "before_clip": 62 }, { "question": "What dish is Nancy planning to learn？", "answer": "Tomato beef brisket and braised chicken wings.", "question_id": "living_room_05_Q05", "reasoning": "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", "timestamp": "31:38", "type": [ "Multi-Detail Reasoning" ], "before_clip": 62 }, { "question": "When is Nancy's birthday?", "answer": "March 22th.", "question_id": "living_room_05_Q06", "reasoning": "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", "timestamp": "31:38", "type": [ "Person Understanding", "Cross-Modal Reasoning" ], "before_clip": 62 }, { "question": "What Jee's birthday gift to Nancy?", "answer": "A phone.", "question_id": "living_room_05_Q07", "reasoning": "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", "timestamp": "31:38", "type": [ "Person Understanding", "Cross-Modal Reasoning" ], "before_clip": 62 }, { "question": "What kind of tea is brewed?", "answer": "Rose tea.", "question_id": "living_room_05_Q08", "reasoning": "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", "timestamp": "12:41", "type": [ "Multi-Detail Reasoning" ], "before_clip": 24 }, { "question": "Where is the shopping bag?", "answer": "Storage room.", "question_id": "living_room_05_Q09", "reasoning": "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", "timestamp": "26:11", "type": [ "General Knowledge Extraction" ], "before_clip": 51 }, { "question": "Where is the cup?", "answer": "On the dining table.", "question_id": "living_room_05_Q10", "reasoning": "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", "timestamp": "27:37", "type": [ "General Knowledge Extraction" ], "before_clip": 54 }, { "question": "What is the soup for dinner for Jee and Nancy?", "answer": "Tomato and egg soup.", "question_id": "living_room_05_Q11", "reasoning": "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", "timestamp": "31:38", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 62 }, { "question": "What's Jee's job?", "answer": "Drawing teacher.", "question_id": "living_room_05_Q12", "reasoning": "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", "timestamp": "31:38", "type": [ "Person Understanding" ], "before_clip": 62 }, { "question": "Why does Nancy need to order takeout for dinner?", "answer": "Because Nancy can't cook.", "question_id": "living_room_05_Q13", "reasoning": "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", "timestamp": "31:38", "type": [ "Person Understanding", "Cross-Modal Reasoning" ], "before_clip": 62 }, { "question": "Who is Nancy's favorite actor？", "answer": "Abe Hiroshi.", "question_id": "living_room_05_Q14", "reasoning": "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", "timestamp": "31:38", "type": [ "Person Understanding" ], "before_clip": 62 }, { "question": "Which actor does Jee like?", "answer": "Satomi Ishihara.", "question_id": "living_room_05_Q15", "reasoning": "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", "timestamp": "31:38", "type": [ "Person Understanding" ], "before_clip": 62 } ] }, "kitchen_22": { "video_path": "data/videos/robot/kitchen_22.mp4", "mem_path": "data/memory_graphs/robot/kitchen_22.pkl", "qa_list": [ { "question": "When should the winter melon be put into the stewed spareribs?", "answer": "Half an hour before taking it out of the pot.", "question_id": "kitchen_22_Q01", "reasoning": "Abel问煮熟冬瓜需要多久，根据Cary的回答，需要半小时，所以机器人需要在炖排骨出锅前半小时放入冬瓜就好了", "timestamp": "04:46", "type": [ "General Knowledge Extraction" ], "before_clip": 8 }, { "question": "What is the next step after taking out the spices to make the braised pork?", "answer": "For marinating meat.", "question_id": "kitchen_22_Q02", "reasoning": "Cary说需要一些香料来腌制猪肉，她要做红烧肉", "timestamp": "19:31", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction" ], "before_clip": 38 }, { "question": "Where did Abel take out the yogurt from to make the beverage?", "answer": "The second layer of the refrigerator.", "question_id": "kitchen_22_Q03", "reasoning": "Cary从包里掏出了几瓶酸奶，让机器人放到冰箱冷藏的第二层上。", "timestamp": "19:31", "type": [ "Multi-Hop Reasoning" ], "before_clip": 38 }, { "question": "Why is Abel a little bit angry?", "answer": "Because Cary drank up all the yogurt.", "question_id": "kitchen_22_Q04", "reasoning": "Abel做好了饮品，Cary觉得很好喝，Abel让她别喝光了给自己留一些。Cary喝完了，所以Abel有一些生气。", "timestamp": "19:31", "type": [ "Person Understanding", "Cross-Modal Reasoning" ], "before_clip": 38 }, { "question": "Is the orange juice in the refrigerator freshly squeezed?", "answer": "Yes.", "question_id": "kitchen_22_Q05", "reasoning": "Cary边切橙子边让机器人将豆浆机洗干净给她，可知鲜切橙子是用来榨汁的，榨汁完成后可以看到直接放进了冰箱里，因此冰箱里的橙汁是用新鲜橙子切好块之后用榨汁机做的，很新鲜。", "timestamp": "19:31", "type": [ "Multi-Detail Reasoning" ], "before_clip": 38 }, { "question": "What's for dinner?", "answer": "Braised pork in soy sauce and wax gourd stewed with spareribs.", "question_id": "kitchen_22_Q06", "reasoning": "Abel问Cary要做什么菜，她回答说红烧肉和胡萝卜，但是Abel不想吃萝卜，所以换成了红烧肉和冬瓜，冬瓜放在了炖排骨里，所以是红烧肉还有冬瓜炖排骨。", "timestamp": "19:31", "type": [ "Multi-Detail Reasoning" ], "before_clip": 38 }, { "question": "Where should the most of the tableware items be placed?", "answer": "In the kitchen cabinet.", "question_id": "kitchen_22_Q07", "reasoning": "Abel打开了厨房的橱柜拿碗，里面放满了餐具，因此机器人知道要放回橱柜里。", "timestamp": "07:46", "type": [ "General Knowledge Extraction" ], "before_clip": 14 }, { "question": "Which drawer is the bowl in?", "answer": "In the third drawer under the countertop.", "question_id": "kitchen_22_Q08", "reasoning": "Cary拿容器准备配菜的时候，机器人就在旁边，可以看到Cary从第三个抽屉里拿出了餐具，因此机器人也可以去这里拿碗", "timestamp": "16:47", "type": [ "General Knowledge Extraction" ], "before_clip": 32 }, { "question": "Where is the soy milk machine's original place on the counter ?", "answer": "Next to the window.", "question_id": "kitchen_22_Q09", "reasoning": "Cary指着窗边的豆浆机让机器人拿到别的地方，再让机器人放回去时，它知道要放回窗户边。", "timestamp": "18:21", "type": [ "General Knowledge Extraction" ], "before_clip": 35 }, { "question": "What dish is in the red pot?", "answer": "Winter melon stewed with spareribs.", "question_id": "kitchen_22_Q10", "reasoning": "红色锅里本来炖了排骨，后来倒入了冬瓜，所以是冬瓜炖排骨。", "timestamp": "19:13", "type": [ "Multi-Detail Reasoning" ], "before_clip": 37 }, { "question": "If there is almond milk, where should it be placed?", "answer": "On the second stage in the fridge.", "question_id": "kitchen_22_Q11", "reasoning": " Cary将袋子里的酸奶交给机器人并让它放在冰箱冷藏第二层上，后面Abel也让机器人把牛奶放进冰箱，可以观察到放在了第二层上，因此可知第二层是放牛奶的地方，如果有杏仁奶也会放在第二层。", "timestamp": "19:13", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 37 }, { "question": "Which shelf in the refrigerator, countiong from the top, does Cary's family usually put the wine they bought on?", "answer": "The third layer of the refrigerator.", "question_id": "kitchen_22_Q12", "reasoning": "Cary要求把酸奶放进冰箱，打开冰箱之后可以看到冰箱的第三层放了一排酒。", "timestamp": "19:31", "type": [ "Cross-Modal Reasoning" ], "before_clip": 38 }, { "question": "Where did Cary learn to cook?", "answer": "Learned online. ; On her phone.", "question_id": "kitchen_22_Q13", "reasoning": "Cary说可以在手机上搜索，根据教程一步一步学做饭，说明她是在网上学做饭的。视频中Cary说自己”check on the phone\",所以答案已经明确。", "timestamp": "19:31", "type": [ "Cross-Modal Reasoning" ], "before_clip": 38 }, { "question": "Is Cary good at cooking?", "answer": "Not good at it.", "question_id": "kitchen_22_Q14", "reasoning": "Abel说Cary做饭不会好吃，Cary说可以根据教程一步一步来，说明Cary不会做饭。", "timestamp": "19:31", "type": [ "Person Understanding" ], "before_clip": 38 } ] }, "bedroom_02": { "video_path": "data/videos/robot/bedroom_02.mp4", "mem_path": "data/memory_graphs/robot/bedroom_02.pkl", "qa_list": [ { "question": "How many things on the dressing table are not often used by Lily?", "answer": "3", "question_id": "bedroom_02_Q01", "reasoning": "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。", "timestamp": "18:17", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 35 }, { "question": "How did Lily do the cleaning when she was alone?", "answer": "Casually", "question_id": "bedroom_02_Q02", "reasoning": "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。", "timestamp": "34:15", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 67 }, { "question": "Did Lily control her body shape?", "answer": "No", "question_id": "bedroom_02_Q03", "reasoning": "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、", "timestamp": "34:15", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 67 }, { "question": "Are Lily and Mia both willing to share?", "answer": "Yes", "question_id": "bedroom_02_Q04", "reasoning": "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。", "timestamp": "34:15", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 67 }, { "question": "Where can the robot get the facial cleansing mask?", "answer": "In the below cabinet of the dressing table", "question_id": "bedroom_02_Q05", "reasoning": "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。", "timestamp": "22:18", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 43 }, { "question": "Does Mia like eating chocolate", "answer": "Yes", "question_id": "bedroom_02_Q06", "reasoning": "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", "timestamp": "24:18", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 47 }, { "question": "Where can the robot get the chocolate?", "answer": "On the night table ; On a table, inside the small box.", "question_id": "bedroom_02_Q07", "reasoning": "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", "timestamp": "26:00", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 51 }, { "question": "Is Lily good at doing makeup?", "answer": "No", "question_id": "bedroom_02_Q08", "reasoning": "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。", "timestamp": "31:55", "type": [ "Person Understanding" ], "before_clip": 62 }, { "question": "Is Mia good at making up?", "answer": "Yes", "question_id": "bedroom_02_Q09", "reasoning": "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。", "timestamp": "31:55", "type": [ "Person Understanding" ], "before_clip": 62 }, { "question": "Is Lily lazy?", "answer": "Yes", "question_id": "bedroom_02_Q10", "reasoning": "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。", "timestamp": "34:15", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 67 }, { "question": "What was the role of Mia when they did the cleaning?", "answer": "She played as a guide. ; Mia was the one who suggested that Lily do the cleaning.", "question_id": "bedroom_02_Q11", "reasoning": "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", "timestamp": "34:15", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 67 }, { "question": "What did Lily and Mia eat?", "answer": "Milk tea, bread,cake and chocolates.", "question_id": "bedroom_02_Q12", "reasoning": "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。", "timestamp": "34:15", "type": [ "Multi-Detail Reasoning" ], "before_clip": 67 } ] }, "living_room_17": { "video_path": "data/videos/robot/living_room_17.mp4", "mem_path": "data/memory_graphs/robot/living_room_17.pkl", "qa_list": [ { "question": "Is Leo's water cup on the second or third shelf from the top of the rack?", "answer": "On the third shelf.", "question_id": "living_room_17_Q01", "reasoning": "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", "timestamp": "8:16", "type": [ "General Knowledge Extraction" ], "before_clip": 15 }, { "question": "What's Mia's job?", "answer": "Software engineer. ; System program design", "question_id": "living_room_17_Q02", "reasoning": "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", "timestamp": "38:49", "type": [ "Person Understanding" ], "before_clip": 76 }, { "question": "What's Leo's social tatus?", "answer": "Student.", "question_id": "living_room_17_Q03", "reasoning": "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", "timestamp": "38:49", "type": [ "Person Understanding" ], "before_clip": 76 }, { "question": "Who's the previous owner of the book read by Mia?", "answer": "Leo's teacher.", "question_id": "living_room_17_Q04", "reasoning": "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", "timestamp": "38:49", "type": [ "Cross-Modal Reasoning" ], "before_clip": 76 }, { "question": "What fruit does Jack like to eat?", "answer": "Grape.", "question_id": "living_room_17_Q05", "reasoning": "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", "timestamp": "38:49", "type": [ "Person Understanding" ], "before_clip": 76 }, { "question": "Would Mia like programs like Running Man?", "answer": "Yes.", "question_id": "living_room_17_Q06", "reasoning": "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", "timestamp": "38:49", "type": [ "Person Understanding", "Cross-Modal Reasoning" ], "before_clip": 76 }, { "question": "Is Mia and Leo positive or negative towards their careers?", "answer": "Negative.", "question_id": "living_room_17_Q07", "reasoning": "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", "timestamp": "38:49", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 76 }, { "question": "Where is the TV remote control?", "answer": "In the drawer under TV.", "question_id": "living_room_17_Q08", "reasoning": "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", "timestamp": "10:17", "type": [ "General Knowledge Extraction" ], "before_clip": 19 }, { "question": "Where is Mia's ukulele?", "answer": "On the cabinet on the right side of the TV. ; On the cabinet by the door", "question_id": "living_room_17_Q09", "reasoning": "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", "timestamp": "18:53", "type": [ "Cross-Modal Reasoning" ], "before_clip": 36 }, { "question": "Who's knocking the door?", "answer": "Jack.", "question_id": "living_room_17_Q10", "reasoning": "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", "timestamp": "20:55", "type": [ "Multi-Detail Reasoning" ], "before_clip": 40 }, { "question": "Where is the game pad, on the large table in front of the sofa or the smaller table to its right?", "answer": "On the smaller table to the right of sofa.", "question_id": "living_room_17_Q11", "reasoning": "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", "timestamp": "22:11", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 43 }, { "question": "What's these three people's afternoon tea?", "answer": "Coffee, pudding, strawberry and grape.", "question_id": "living_room_17_Q12", "reasoning": "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", "timestamp": "38:49", "type": [ "Multi-Detail Reasoning" ], "before_clip": 76 }, { "question": "Why are there bottle caps on the carpet?", "answer": "Because there was a breakup party in the living room last night.", "question_id": "living_room_17_Q13", "reasoning": "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", "timestamp": "38:49", "type": [ "Cross-Modal Reasoning" ], "before_clip": 76 }, { "question": "How many people attended the party last night?", "answer": "3", "question_id": "living_room_17_Q14", "reasoning": "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", "timestamp": "38:49", "type": [ "Multi-Detail Reasoning" ], "before_clip": 76 }, { "question": "Why doesn't Mia play Ukulele recently?", "answer": "Because she is really busy recently.", "question_id": "living_room_17_Q15", "reasoning": "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", "timestamp": "38:49", "type": [ "Person Understanding" ], "before_clip": 76 } ] }, "study_01": { "video_path": "data/videos/robot/study_01.mp4", "mem_path": "data/memory_graphs/robot/study_01.pkl", "qa_list": [ { "question": "Why should Ben alter the poster for the first time?", "answer": "It's too official.", "question_id": "study_01_Q01", "reasoning": "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。", "timestamp": "03:20", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 5 }, { "question": "How many poster sketches are mentioned by Ben and Alice?", "answer": "3", "question_id": "study_01_Q02", "reasoning": "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。", "timestamp": "30:36", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 60 }, { "question": "Do Ben and Alice always run the same business?", "answer": "No", "question_id": "study_01_Q03", "reasoning": "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。", "timestamp": "30:36", "type": [ "Person Understanding" ], "before_clip": 60 }, { "question": "Do Ben and Alice accept each other's adcive?", "answer": "Yes", "question_id": "study_01_Q04", "reasoning": "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。", "timestamp": "30:36", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 60 }, { "question": "Who is the target audience of the poster?", "answer": "Children", "question_id": "study_01_Q05", "reasoning": "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。", "timestamp": "03:20", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 5 }, { "question": "Where are the sketchbook and color pencils?", "answer": "On the desk in Ben's room", "question_id": "study_01_Q06", "reasoning": "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。", "timestamp": "03:41", "type": [ "General Knowledge Extraction" ], "before_clip": 6 }, { "question": "How many kinds of elements does Alice think the poster should have?", "answer": "3", "question_id": "study_01_Q07", "reasoning": "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。", "timestamp": "05:24", "type": [ "Multi-Detail Reasoning" ], "before_clip": 9 }, { "question": "How many hand-drawn elements does Alice plan to add to the poster?", "answer": "6", "question_id": "study_01_Q08", "reasoning": "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。", "timestamp": "07:10", "type": [ "Multi-Detail Reasoning" ], "before_clip": 13 }, { "question": "Why didn't Ben play basketball recently?", "answer": "Finding a court is inconvenient. ; Because playing basketball requires finding a court.", "question_id": "study_01_Q09", "reasoning": "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", "timestamp": "18:36", "type": [ "Person Understanding" ], "before_clip": 36 }, { "question": "Where are the badminton rackets?", "answer": "In the storage room.", "question_id": "study_01_Q10", "reasoning": "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。", "timestamp": "21:54", "type": [ "General Knowledge Extraction" ], "before_clip": 42 }, { "question": "How many times is the cloth used?", "answer": "Twice", "question_id": "study_01_Q11", "reasoning": "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。", "timestamp": "30:36", "type": [ "Multi-Detail Reasoning" ], "before_clip": 60 }, { "question": "How do Ben and Alice both feel after work?", "answer": "Tired but satisfied", "question_id": "study_01_Q12", "reasoning": "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。", "timestamp": "30:36", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 60 } ] }, "kitchen_23": { "video_path": "data/videos/robot/kitchen_23.mp4", "mem_path": "data/memory_graphs/robot/kitchen_23.pkl", "qa_list": [ { "question": "Did both of Sunny and Alice like the soup opera?", "answer": "Yes", "question_id": "kitchen_23_Q01", "reasoning": "一开始Sunny就说要继续看她最喜欢的电视剧，还说里面有她最喜欢的明星。两人看电视剧的过程中，Alice也多次提到挺有趣的，而且她也觉得Sunny喜欢的明星帅，看的时候也笑得很开心，看得很认真。因此两人都喜欢这部电视剧。", "timestamp": "03:32", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 6 }, { "question": "How many snacks did Sunny and Alice eat altogether?", "answer": "2 bags", "question_id": "kitchen_23_Q02", "reasoning": "看电视剧时Alice说要拿点零食，然后拿到零食之后Sunny选了一包白色的零食吃。接着Alice惊讶地发现了有黄瓜味的薯片，于是Alice也吃了一包零食。两人一共吃了两包零食。", "timestamp": "32:49", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 64 }, { "question": "Why did Alice feel uncomfortable with her eyes?", "answer": "She watched the soup opera for too long.", "question_id": "kitchen_23_Q03", "reasoning": "Sunny全程基本都在看视频，一开始就在看，Alice准备低脂餐时在看，吃的时候也在看，她自己也说也许是因为看屏幕看太久了。因此她眼睛不舒服的原因应该就是看电视剧看太久了。", "timestamp": "32:49", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 64 }, { "question": "Does Sunnycare about Alice?", "answer": "ye", "question_id": "kitchen_23_Q04", "reasoning": "Sunny要喝可乐的时候，会先打开其中一瓶可乐，递给Alice后再拿自己的。后来Alice发现有黄瓜味薯片的时候觉得很惊喜，因为她记得Sunny是不喜欢这个口味的，完全没想到Suuny会买，Sunny回答说因为觉得Alice会喜欢，所以就买了。可以看出Sunny会关心照顾Alice。", "timestamp": "32:49", "type": [ "Person Understanding", "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 64 }, { "question": "Why did Sunny fail to find the cherry tomatoes dirty at first?", "answer": "Because she was addicted to the soup opera.", "question_id": "kitchen_23_Q05", "reasoning": "圣女果被放到桌上时，Sunny只是浅浅地看了一眼，然后就继续盯着屏幕看电视剧，包括拿零食吃的时候，Sunny也是盯着屏幕的。后来Alice提醒她之后，也说她一直在看电视剧，Sunny还解释说是因为电视剧太迷人了。因此Sunny应该是因为太沉迷于电视剧而没能注意到圣女果是脏的。", "timestamp": "04:16", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 7 }, { "question": "Where should the robot get the the cherry tomatoes?", "answer": "On the table in the kitchen ; In the tray on the right side of the kitchen countertop corner.", "question_id": "kitchen_23_Q06", "reasoning": "Alice提醒Sunny圣女果是脏的之后，Sunny把整盆圣女果拿到厨房的洗碗槽洗，洗完之后放到了厨房的台面上。因此应该到厨房台面拿圣女果。同义回答，同学答案更加具体一些", "timestamp": "06:42", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 12 }, { "question": "What ingredients should the robot cut into pieces?", "answer": "Bananas and carrots", "question_id": "kitchen_23_Q07", "reasoning": "为了做低脂食物，Alice查看了一下冰箱后拿出了鸡蛋、香蕉、胡萝卜。鸡蛋早前已经被拿去煮了，因此Alice说的需要切的剩余食材，应该是香蕉和胡萝卜。", "timestamp": "11:45", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 22 }, { "question": "How many eggs were used to make the low-fat food?", "answer": "2", "question_id": "kitchen_23_Q08", "reasoning": "两人说好要做低脂餐后，Alice查看了一下冰箱，然后拿出了两个鸡蛋，后来还说要煮这两个鸡蛋，最后两人的低脂餐里的确只有这两个鸡蛋。", "timestamp": "15:08", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 29 }, { "question": "What should the robot do with the eggs?", "answer": "Cut both eggs in half and give three pieces of them to Alice ; Cut them in half and give three quarter of the eggs to Alice.", "question_id": "kitchen_23_Q09", "reasoning": "Alice为了做低脂餐拿了两个鸡蛋，后来煮的也是两个鸡蛋。Sunny说不想吃太多鸡蛋，要把四分之三的鸡蛋给Alice。所以应该是把两个鸡蛋切成四份，然后把其中三份给Alice。同义回答，参考答案优于同学回答", "timestamp": "16:30", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 32 }, { "question": "Why would Sunny think that the carrots in Alice's salad are greasy?", "answer": "Because the taste of peanut butter is too grease.", "question_id": "kitchen_23_Q10", "reasoning": "Sunny与Alice的低脂餐食材都有鸡蛋、米饭、香蕉，因此Sunny觉得油腻应该不是因为这些食材。除此之外，两人的低脂餐只有调料是不一样的，Sunny的调料是沙拉酱，Alice的是花生酱，沙拉酱通常比较清新，花生酱会比较油腻。因此推测Sunny觉得油腻是因为Alice的低脂餐里有花生酱。", "timestamp": "24:55", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 48 }, { "question": "Do Sunny and Alice have the same taste?", "answer": "No", "question_id": "kitchen_23_Q11", "reasoning": "选择零食时Sunny选了一包白色的零食，而Alice选了一包黄瓜味的薯片，还说她记得这是Sunny不喜欢的口味。后来做沙拉时，Sunny多次强调不要胡萝卜，而Alice是要的，而且再后来选择调料时，Alice选了花生酱，Sunny说不喜欢花生酱，选了沙拉酱。整个过程两人基本没有口味上的重合。因此两人的口味不一样。", "timestamp": "32:49", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 64 }, { "question": "How many drinks did Sunny and Alice have altogether?", "answer": "4", "question_id": "kitchen_23_Q12", "reasoning": "两人在看电视剧时，Sunny开了一罐可乐给Alice，然后也给自己开了一罐，于是两人都各喝了一罐可乐。后来吃完低脂餐后，Alice让Sunny喝玫瑰花茶，然后给Sunny装了一杯茶，又给自己装了一杯，于是两人又各喝了一杯茶。所以总共是四杯。", "timestamp": "32:49", "type": [ "Multi-Detail Reasoning" ], "before_clip": 64 } ] }, "study_17": { "video_path": "data/videos/robot/study_17.mp4", "mem_path": "data/memory_graphs/robot/study_17.pkl", "qa_list": [ { "question": "In which folder should confidential project documents be placed?", "answer": "In the red folder. ; In the pink folder.", "question_id": "study_17_Q01", "reasoning": "Bob提到重要的文件要放到一个纸夹里，不太重要的文件放在另一个纸夹里，做好区分，随后她将明天会议用到的项目企划放到了红色纸夹里，可知红色纸夹是放机密文件的。1.视频中的文件袋，只有2个颜色，红和白。说red也能区分，说pink也可以。觉得pink更准确，所以没有去修改问题。2.修改问题可以：Should confidential project documents be placed in the red folder or the white one?", "timestamp": "02:53", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 4 }, { "question": "Where did they have the robot throw the garbage after they swept the floor?", "answer": "Into the rubbish bin.", "question_id": "study_17_Q02", "reasoning": "Amy和Bob将地上的笔和便签扫进dustbin后，令robot倒掉，随后robot把这些倒进了垃圾桶里，所以最终把笔和便签倒进了垃圾桶里。", "timestamp": "31:15", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 61 }, { "question": "Where is the photo frame containing a photo?", "answer": "On the table.", "question_id": "study_17_Q03", "reasoning": "14:02robot开始把照片放到相框里，16:35把装好的相框放到了桌子上。", "timestamp": "31:15", "type": [ "General Knowledge Extraction" ], "before_clip": 61 }, { "question": "Is the broom in the middle of the room or in the corner?", "answer": "In the corner of the room.", "question_id": "study_17_Q04", "reasoning": "Amy从放置清洁工具的角落取来了扫帚，Bob让robot拿来簸箕时，也是从放置清洁工具的角落取来的，扫帚和簸箕通常会放在一起，因此扫帚放在了放置清洁工具的角落。", "timestamp": "31:15", "type": [ "Multi-Detail Reasoning" ], "before_clip": 61 }, { "question": "Where is the alcohol placed?", "answer": "In the medicine box on the floor. ; It's in the medicine box under the table.", "question_id": "study_17_Q05", "reasoning": "robot把酒精收起来时放在了医疗箱里，随后又将医疗箱放在了房间的地上。说医疗箱在地上也可以，说医疗箱被放在桌子下面了，更准确一点。", "timestamp": "31:15", "type": [ "General Knowledge Extraction", "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 61 }, { "question": "How many places can the robot charge Amy's ipad?", "answer": "Two.", "question_id": "study_17_Q06", "reasoning": "在视频中可以看到床头的插座上插着充电器，并且书桌旁也有一排插座，因此可以在两个地方给Amy的iPad充电。", "timestamp": "31:15", "type": [ "Multi-Detail Reasoning" ], "before_clip": 61 }, { "question": "Is the photo frame that Bob finds later the one with high-quality or more dangerous?", "answer": "With high-quality.", "question_id": "study_17_Q07", "reasoning": "Bob在把照片放到她找到的第一个相框里时，被锋利的边缘割伤了，在她找到第二个相框时，感慨我要是能早找到这个，也不会被割伤了，可推断出Bob后来找到的相框并不锋利，质量更高。", "timestamp": "31:15", "type": [ "Multi-Detail Reasoning" ], "before_clip": 61 }, { "question": "Besides the mineral water on the shelf, where else can robot give Amy water?", "answer": "From the bedside table next to the bed.", "question_id": "study_17_Q08", "reasoning": "除了书桌上摆放的矿泉水外，视频46秒处的远景还可看到Amy的包放在床上，并且镜头拉近后发现水杯就放在书包的侧边，因此robot也可以把书包侧边的水拿给Amy。1.视频里，只能看到书包侧边有个东西，看不出是水杯，推测说水杯可能是基于生活习惯了，觉得这个答案不合理2.除了书架上面的矿泉水，还有靠近床的那个床头柜也有矿泉水", "timestamp": "31:15", "type": [ "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 61 }, { "question": "In which of Bob's college year has she met Amy?", "answer": "In the first year of Bob's college.", "question_id": "study_17_Q09", "reasoning": "Bob看到和Amy的合照后，说这让我想起了我大一那年，说明这张照片是在她大一那年拍的，在大一那年，她们就已经认识了", "timestamp": "31:15", "type": [ "Person Understanding", "Cross-Modal Reasoning" ], "before_clip": 61 }, { "question": "Where should the unimportant documents be placed?", "answer": "In the white folder.", "question_id": "study_17_Q10", "reasoning": "Bob提到重要的文件要放到一个纸夹里，不太重要的文件放在另一个纸夹里，Bob已经将重要的文件放到了红色的纸夹里，那么这些不重要的文件应放在另一个白色纸夹里。", "timestamp": "03:38", "type": [ "General Knowledge Extraction" ], "before_clip": 6 }, { "question": "Where is the old photo?", "answer": "The photo is tucked into a book in the nightstand near the blue bucket.", "question_id": "study_17_Q11", "reasoning": "Amy在窗边的最底层的柜子里找到了一本书，并在书里发现了这张老照片。", "timestamp": "7:33", "type": [ "General Knowledge Extraction" ], "before_clip": 14 }, { "question": "Where are the alcohol and band-aids originally located?", "answer": "In the medicine box.", "question_id": "study_17_Q12", "reasoning": "Bob的手指被割伤后，Amy拿来药箱，从里面拿出了酒精和创可贴为Bob处理伤口，可知酒精和创可贴原本放在药箱里。", "timestamp": "12:42", "type": [ "General Knowledge Extraction" ], "before_clip": 24 }, { "question": "How many compartments does the shelf have totally?", "answer": "Seven.", "question_id": "study_17_Q13", "reasoning": "19:17处出现了书桌的大致样式，可以看到共分了7个格子。", "timestamp": "19:17", "type": [ "General Knowledge Extraction" ], "before_clip": 37 }, { "question": "How does Bob feel about the literature?", "answer": "Boring.", "question_id": "study_17_Q14", "reasoning": "Bob询问Amy这本书是关于什么的，Amy回答为什么这本书这么无聊，可知这本文学作品读起来有点无聊。", "timestamp": "22:08", "type": [ "Multi-Hop Reasoning" ], "before_clip": 43 }, { "question": "Is the dustpan originally in the middle of the room or in the corner?", "answer": "In the corner of the room.", "question_id": "study_17_Q15", "reasoning": "Bob让robot把簸箕交给她，robot从房间角落的放置清洁用品的地方拿来交给Bob。", "timestamp": "27:03", "type": [ "General Knowledge Extraction" ], "before_clip": 53 }, { "question": "Where should the supplimentary material be placed?", "answer": "In the red folder. ; In the pink folder.", "question_id": "study_17_Q16", "reasoning": "重要的文件要放到一个纸夹里，不太重要的文件放在另一个纸夹里，这些补充文件算很重要的文件，放进红纸夹里。1.视频中的文件袋，只有2个颜色，红和白。说red也能区分，说pink也可以。觉得pink更准确，所以没有去修改问题。2.修改问题可以：Should the supplimentary material be placed in the red folder or the white one?", "timestamp": "28:28", "type": [ "General Knowledge Extraction" ], "before_clip": 55 }, { "question": "Is the mop originally located in the middle of the room or in the corner?", "answer": "In the corner of the room.", "question_id": "study_17_Q17", "reasoning": "在Bob用完拖把后，令robot将其放回，它把拖把放在了房间角落的放置清洁用品的地方，可知原本放拖把的地方就是这里。", "timestamp": "30:18", "type": [ "General Knowledge Extraction" ], "before_clip": 59 } ] }, "bedroom_01": { "video_path": "data/videos/robot/bedroom_01.mp4", "mem_path": "data/memory_graphs/robot/bedroom_01.pkl", "qa_list": [ { "question": "Which coat rack should Emma's coat be laced, taller one or shorter one?", "answer": "Taller coat rack", "question_id": "bedroom_01_Q01", "reasoning": "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", "timestamp": "07:20", "type": [ "Person Understanding" ], "before_clip": 13 }, { "question": "Is Emma's tidying up habit good?", "answer": "Not good", "question_id": "bedroom_01_Q02", "reasoning": "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", "timestamp": "36:03", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 71 }, { "question": "How is Emma's mum attitude to Emma's study?", "answer": "Very strict ; Attach importance to her grades.", "question_id": "bedroom_01_Q03", "reasoning": "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", "timestamp": "36:03", "type": [ "Person Understanding" ], "before_clip": 71 }, { "question": "What does Lilly think is the most important ability of a designer?", "answer": "Dare to break through and experiment", "question_id": "bedroom_01_Q04", "reasoning": "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", "timestamp": "36:03", "type": [ "Person Understanding" ], "before_clip": 71 }, { "question": "How does Emma plan to improve her programming skills?", "answer": "By joining some new project, working on innovative application and participating some programming competitions. ", "question_id": "bedroom_01_Q05", "reasoning": "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", "timestamp": "36:03", "type": [ "Person Understanding" ], "before_clip": 71 }, { "question": "What kind of coffee does Lily like?", "answer": "Mocha Coffee", "question_id": "bedroom_01_Q06", "reasoning": "Lily请机器人先给他准备摩卡，推测Lily可能喜欢摩卡咖啡", "timestamp": "36:03", "type": [ "Person Understanding" ], "before_clip": 71 }, { "question": "What is Emma's major?", "answer": "Computer ; Programming.", "question_id": "bedroom_01_Q07", "reasoning": "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", "timestamp": "36:03", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 71 }, { "question": "Which coat rack should Emma's hat be laced, taller one or shorter one?", "answer": "Shorter coat rack", "question_id": "bedroom_01_Q08", "reasoning": "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", "timestamp": "07:20", "type": [ "Person Understanding" ], "before_clip": 13 }, { "question": "When does Lily need afternoon tea originally?", "answer": "About 4pm", "question_id": "bedroom_01_Q09", "reasoning": "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", "timestamp": "01:42", "type": [ "Cross-Modal Reasoning" ], "before_clip": 2 }, { "question": "What is included in Lily's afternoon tea?", "answer": "Mocha coffee, strawberry cake, chips and ketchup", "question_id": "bedroom_01_Q10", "reasoning": "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", "timestamp": "11:45", "type": [ "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 22 }, { "question": "What is Emma's afternoon tea?", "answer": "French fries, ketchup and banana cake", "question_id": "bedroom_01_Q11", "reasoning": "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", "timestamp": "21:05", "type": [ "Multi-Detail Reasoning" ], "before_clip": 41 }, { "question": "What was Lily's attitude about Emma's failure?", "answer": "what really matters is Emma's health.", "question_id": "bedroom_01_Q12", "reasoning": "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", "timestamp": "36:03", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 71 }, { "question": "Is Emma's allergy serious?", "answer": "Not serious", "question_id": "bedroom_01_Q13", "reasoning": "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", "timestamp": "36:03", "type": [ "Person Understanding" ], "before_clip": 71 }, { "question": "What is Lily's occupation?", "answer": "Designer", "question_id": "bedroom_01_Q14", "reasoning": "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", "timestamp": "36:03", "type": [ "Person Understanding", "Cross-Modal Reasoning" ], "before_clip": 71 }, { "question": "Does Lily like her job?", "answer": "Yes", "question_id": "bedroom_01_Q15", "reasoning": "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。", "timestamp": "36:03", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 71 } ] }, "study_08": { "video_path": "data/videos/robot/study_08.mp4", "mem_path": "data/memory_graphs/robot/study_08.pkl", "qa_list": [ { "question": "Where can the robot get the red pen?", "answer": "In the pen holder", "question_id": "study_08_Q01", "reasoning": "Cloe写英语作业时说想拿纸笔，然后在笔筒里拿了一支。因此应该在笔筒里拿红笔。", "timestamp": "02:59", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction" ], "before_clip": 4 }, { "question": "How many pens and pencils are used by Cloe?", "answer": "3", "question_id": "study_08_Q02", "reasoning": "Cloe做英语作业时对着笔筒发出了犹豫的声音，挑选了一下后拿了一只笔，做书写作业时拿了一支红笔更正错误，做数学作业说要用铅笔，然后也拿到了铅笔。因此一共用了三支笔。", "timestamp": "33:12", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 65 }, { "question": "Did Cloe and Dacey both read books?", "answer": "Yes", "question_id": "study_08_Q03", "reasoning": "Cloe身体不适，听取了Dacey的建议在房间走了一下后，说尝试一下看课外书，拿出课外书看后，还被Dacey夸奖了。后来Dacey也说想看一会儿书，还问Cloe有没有有趣的书，最后拿了一本关于英国时尚的书看。因此两人都有看书。", "timestamp": "33:12", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 65 }, { "question": "How many methods are offered by Dacey when Cloe is uncomfortable?", "answer": "3", "question_id": "study_08_Q04", "reasoning": "Cloe说自己不舒服时，Dacey首先让她喝了水，然后让她在椅子上休息一下，还让她在房间里走一下，因为可可以缓解她的不适。所以Dacey一共给了三种方法。", "timestamp": "33:12", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 65 }, { "question": "Does Cloe usually follow Dacey's advice?", "answer": "Yes", "question_id": "study_08_Q05", "reasoning": "Cloe一开始想玩电脑时，Dacey让她做完作业再玩，Cloe照做了。后来Cloe感到Dacey不适时，也听取了Dacey的建议，喝了水、休息了、在房间走了一下。Dacey让她以后不要吃太多辛辣的食物，她也说以后会注意饮食。因此Cloe经常听从Dacey的建议的。", "timestamp": "33:12", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 65 }, { "question": "Does Dacey emphasize tidiness and hygiene?", "answer": "Yes", "question_id": "study_08_Q06", "reasoning": "Dacey曾多次提醒Cloe要整理好桌子，而且她用完抹布要立刻放回原位，后来还说要关好窗，以免灰尘进来。因此Dacey是注重整洁和卫生的。", "timestamp": "33:12", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 65 }, { "question": "Where should the robot place the dictionary?", "answer": "In Cloe's bag ; the dictionary should be placed in the backpack on the chair.", "question_id": "study_08_Q07", "reasoning": "Cloe早前说自己有一个不认识的单词，要查字典，然后到自己的书包里拿了字典。因此应把字典放回她的书包。两种表述方式都对，第一轮表述更细致些", "timestamp": "04:17", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction" ], "before_clip": 7 }, { "question": "Does Cloe only use pencil for her Math homework?", "answer": "no", "question_id": "study_08_Q08", "reasoning": "Cloe写数学作业的过程中不仅用了铅笔，还找了一下橡皮擦出来用。原回答和原解释不符", "timestamp": "10:30", "type": [ "Person Understanding" ], "before_clip": 20 }, { "question": "How many kinds of homework does Cloe need to complete?", "answer": "3", "question_id": "study_08_Q09", "reasoning": "Cloe翻找书包时提到有数学作业、书写作业和英语作业。一共有三种作业。然后Cloe的确做了英语、书写和数学作业。所以她需要完成这三种作业。", "timestamp": "12:22", "type": [ "Multi-Detail Reasoning" ], "before_clip": 23 }, { "question": "Does Cloe choose to finish the Math homework first?", "answer": "No", "question_id": "study_08_Q10", "reasoning": "Cloe首先做了英语作业，然后做书写作业，最后才是数学作业。", "timestamp": "12:22", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 23 }, { "question": "How many times did Cloe have troubles while doing her homework?", "answer": "Twice", "question_id": "study_08_Q11", "reasoning": "Cloe写书写作业时有一个不认识的单词，然后说要拿字典查了单词。做数学作业时不记得勾股定理了，还问Dacey记不记得。因此Cloe写作业时遇到了两次不会的东西。", "timestamp": "12:22", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 23 }, { "question": "Which homework is the most difficult for Cloe?", "answer": "Math", "question_id": "study_08_Q12", "reasoning": "写数学作业时Cloe忘记了勾股定理，而且多次提到很难，而对于别的作业她没有提到过难。因此推测数学作业是最难的。", "timestamp": "12:22", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 23 }, { "question": "Where should the robot get the backpack?", "answer": "On the chair beside the window ; it's on the chair that is beside the bookshelf.", "question_id": "study_08_Q13", "reasoning": "Dacey曾说帮Cloe放好书包，然后放倒了窗户旁边的椅子上。而且Cloe写作业时曾说要拿字典，然后到椅子上的书包里拿了字典。因此书包在椅子上。两种表述方式都是指同一个椅子，均可接受", "timestamp": "12:39", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 24 }, { "question": "Did Cloe play computer games?", "answer": "Yes", "question_id": "study_08_Q14", "reasoning": "Cloe身体不舒服时不允许玩电脑，后来Cloe对Dacey承诺以后会注意饮食之后，Dacey便允许Cloe打开电脑，然后Cloe就打开电脑玩了。", "timestamp": "33:12", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 65 } ] }, "living_room_16": { "video_path": "data/videos/robot/living_room_16.mp4", "mem_path": "data/memory_graphs/robot/living_room_16.pkl", "qa_list": [ { "question": "Who made the mess of dirt on the tea table?", "answer": "Bob.", "question_id": "living_room_16_Q01", "reasoning": "Bob开始坐到沙发上，双脚搭在茶几上，后来Anna在茶几上发现了土，机器人证明土是来自Bob的鞋。", "timestamp": "07:00", "type": [ "Person Understanding", "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 13 }, { "question": "Does the remote control work well?", "answer": "It doesn't work very well.", "question_id": "living_room_16_Q02", "reasoning": "视频开始Bob用遥控开电视的时候就按了很多次，后来IVy在关电视的时候也试了很久，最后是拔掉插销才关了电视。", "timestamp": "32:38", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 64 }, { "question": "Who prefers tidiness, Anna or Bob?", "answer": "Anna.", "question_id": "living_room_16_Q03", "reasoning": "Anna一直嫌弃屋子太乱，提议打扫，而Bob很不爱收拾卫生，也没有主动提出收拾卫生，只是挪地方，由此可知Anna比较爱干净。", "timestamp": "32:38", "type": [ "Person Understanding", "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 64 }, { "question": "What kind of alcohol does Bob like?", "answer": "Wine.", "question_id": "living_room_16_Q04", "reasoning": "Bob让Ivy给他倒了一杯红酒，沙发上的酒渍也是红酒印，因此可推断Bob喜欢喝红酒。", "timestamp": "32:38", "type": [ "Person Understanding" ], "before_clip": 64 }, { "question": "Which program will Bob choose, basketball match or a geographic documentary?", "answer": "Basketball game.", "question_id": "living_room_16_Q05", "reasoning": "从Bob 和Anna的对话中，可知Bob喜欢体育，又有片段表示，如果是纪录片，他更喜欢关于历史或者政治的，对于地理的不太感兴趣，因此Bob会选择看篮球赛。", "timestamp": "32:38", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 64 }, { "question": "Does Anna prefer quietness or noise?", "answer": "Quietness.", "question_id": "living_room_16_Q06", "reasoning": "Anna因为嫌吵，让Ivy关掉电视。所以打扫的时候应该是喜欢安静", "timestamp": "10:32", "type": [ "Person Understanding" ], "before_clip": 20 }, { "question": "Where should the vacuum cleaner be placed?", "answer": "Beside the door. ; It is in the corner near the door and the bookshelf.", "question_id": "living_room_16_Q07", "reasoning": "Ivy第一次用吸尘器的时候是从门旁边的位置拿的，后来Anna用完吸尘器把它放到书架另一边，因此Anna让Ivy把吸尘器放回原位，是要放到门的一侧。两种答案均可接受，但原回答对于位置的描述更模糊些，感觉It is in the corner near the door and the bookshelf.更好些", "timestamp": "21:40", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 42 }, { "question": "What's the genre of Bob's novel?", "answer": "science fiction novel", "question_id": "living_room_16_Q08", "reasoning": "Bob说小说的内容是关于时间与未来，后来又表示他是受《三体》的启发，综上可判断属于科幻小说。", "timestamp": "32:38", "type": [ "Multi-Detail Reasoning" ], "before_clip": 64 }, { "question": "What is Bob's occupation?", "answer": "He's a student.", "question_id": "living_room_16_Q09", "reasoning": "Bob提到他在周五的写作课上分享的一本书，因此可推测他还是学生。", "timestamp": "32:38", "type": [ "Person Understanding" ], "before_clip": 64 }, { "question": "Did Bob help in cleaning the wine on the table?", "answer": "Yes.", "question_id": "living_room_16_Q10", "reasoning": "Anna 用拖把清理的时候，Bob说他应该站起来让地儿，又有片段表示他抽了几张纸巾擦红酒印记", "timestamp": "32:38", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 64 }, { "question": "What is Jack's ethnicity probably be?", "answer": "Zhuang.", "question_id": "living_room_16_Q11", "reasoning": "Jack说她下周会有假期，是一个壮族的节日，而且他人并不知道这个节日，所以可推测因为jack是壮族才会有这个假期。", "timestamp": "32:28", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 63 }, { "question": "Why is the house so messy?", "answer": "Bob had a party at home last night.", "question_id": "living_room_16_Q12", "reasoning": "Bob说他昨晚在家开了Party，吃了很多零食。又有片段表示Bob很不讲卫生，也没有及时打扫，因此才会有很多零食和杂物，家里才这么乱", "timestamp": "32:28", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 63 }, { "question": "Where should Ivy put the book that she found behind the pillow on the sofa?", "answer": "On the lower shelf of the bookshelf.", "question_id": "living_room_16_Q13", "reasoning": "Ivy在整理书架的时候发现下层书架少了本书，问了一圈没有人知道，最后她在沙发靠枕的后面找到了这本书，所以应该放到下层书架上。", "timestamp": "32:38", "type": [ "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 64 } ] }, "kitchen_14": { "video_path": "data/videos/robot/kitchen_14.mp4", "mem_path": "data/memory_graphs/robot/kitchen_14.pkl", "qa_list": [ { "question": "What Luna's favorite chips flavor?", "answer": "Tomato flavor", "question_id": "kitchen_14_Q01", "reasoning": "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。", "timestamp": "01:55", "type": [ "Person Understanding", "Cross-Modal Reasoning" ], "before_clip": 2 }, { "question": "Did Grace pratice good hygiene?", "answer": "Yes", "question_id": "kitchen_14_Q02", "reasoning": "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。", "timestamp": "40:40", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 80 }, { "question": "Did Luna pratice good hygiene?", "answer": "No", "question_id": "kitchen_14_Q03", "reasoning": "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。", "timestamp": "40:40", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 80 }, { "question": "What's Luna's dietary preference?", "answer": "Snacks and Sweets", "question_id": "kitchen_14_Q04", "reasoning": "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。", "timestamp": "40:40", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 80 }, { "question": "Does Luna like cookies with pepper?", "answer": "No", "question_id": "kitchen_14_Q05", "reasoning": "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。", "timestamp": "40:40", "type": [ "Person Understanding" ], "before_clip": 80 }, { "question": "What drink should the robot prepare for Grace?", "answer": "Milk", "question_id": "kitchen_14_Q06", "reasoning": "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。", "timestamp": "04:57", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 8 }, { "question": "What dishes did Grace plan to make for dinner?", "answer": "Fruit salad and steak", "question_id": "kitchen_14_Q07", "reasoning": "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。", "timestamp": "9:28", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 17 }, { "question": "What's Grace's purpose of persuading Luna to eat healthily?", "answer": "To lose weight and keep the body shape", "question_id": "kitchen_14_Q08", "reasoning": "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。", "timestamp": "10:53", "type": [ "Person Understanding", "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 20 }, { "question": "Why was Grace angry with Luna?", "answer": "Because Luna always made somewhere dirty and never cleaned up.", "question_id": "kitchen_14_Q09", "reasoning": "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。", "timestamp": "13:09", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 25 }, { "question": "Where should the chips be placed?", "answer": "The cabinet beside the washing machine.", "question_id": "kitchen_14_Q10", "reasoning": "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。", "timestamp": "16:03", "type": [ "General Knowledge Extraction" ], "before_clip": 31 }, { "question": "What ingredients should be used to make cookies?", "answer": "Oat flour, honey, and olive oil", "question_id": "kitchen_14_Q11", "reasoning": "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。", "timestamp": "24:39", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 48 }, { "question": "Is Luna suitable for eating sweets?", "answer": "No", "question_id": "kitchen_14_Q12", "reasoning": "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。", "timestamp": "39:03", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 77 }, { "question": "What's Grace and Luna's relationship?", "answer": "Families", "question_id": "kitchen_14_Q13", "reasoning": "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。", "timestamp": "40:40", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 80 } ] }, "kitchen_15": { "video_path": "data/videos/robot/kitchen_15.mp4", "mem_path": "data/memory_graphs/robot/kitchen_15.pkl", "qa_list": [ { "question": "Where was the original position of the towel?", "answer": "On the hook next to the sink.", "question_id": "kitchen_15_Q01", "reasoning": "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。", "timestamp": "03:05", "type": [ "General Knowledge Extraction" ], "before_clip": 5 }, { "question": "Where should the robot get the chili powder from?", "answer": "In the seasoning area next to the sink. ; On the spice rack above the cupboard.", "question_id": "kitchen_15_Q02", "reasoning": "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", "timestamp": "25:16", "type": [ "General Knowledge Extraction" ], "before_clip": 49 }, { "question": "What is the purpose of soaking the turkey in the sink?", "answer": "Thawing.", "question_id": "kitchen_15_Q03", "reasoning": "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。", "timestamp": "30:45", "type": [ "General Knowledge Extraction" ], "before_clip": 60 }, { "question": "Does the butter need to be refrigerated?", "answer": "Yes.", "question_id": "kitchen_15_Q04", "reasoning": "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。", "timestamp": "30:45", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 60 }, { "question": "What's in the barbecue sauce?", "answer": "Wine, soy sauce, chili powder.", "question_id": "kitchen_15_Q05", "reasoning": "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。", "timestamp": "30:45", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 60 }, { "question": "What is the sequence of making the turkey?", "answer": "Thawing - marinating - spreading sauce - baking. ; Wash the turkey, marinate it, stuff it with filling, and roast it.", "question_id": "kitchen_15_Q06", "reasoning": "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。", "timestamp": "30:45", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 60 }, { "question": "Where did the robot get the bay leaves?", "answer": "In the seasoning area next to the sink.", "question_id": "kitchen_15_Q07", "reasoning": "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", "timestamp": "4:31", "type": [ "General Knowledge Extraction" ], "before_clip": 8 }, { "question": "Where should the robot put the remaining butter back?", "answer": "The second compartment of the small refrigerator.", "question_id": "kitchen_15_Q08", "reasoning": "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。", "timestamp": "14:24", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 27 }, { "question": "Where should the robot take out the bowl containing butter?", "answer": "In the microwave oven.", "question_id": "kitchen_15_Q09", "reasoning": "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。", "timestamp": "15:35", "type": [ "General Knowledge Extraction" ], "before_clip": 30 }, { "question": "Where can the scissors be obtained?", "answer": "In the toolbox next to the refrigerator.", "question_id": "kitchen_15_Q10", "reasoning": "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", "timestamp": "20:43", "type": [ "General Knowledge Extraction" ], "before_clip": 40 }, { "question": "Where should the robot put back the cotton thread?", "answer": "In the toolbox next to the refrigerator.", "question_id": "kitchen_15_Q11", "reasoning": "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", "timestamp": "22:46", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 44 }, { "question": "Where should the robot get the bowl from?", "answer": "From the cupboard under the spice rack.", "question_id": "kitchen_15_Q12", "reasoning": "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", "timestamp": "23:10", "type": [ "General Knowledge Extraction" ], "before_clip": 45 }, { "question": "Why didn't they use the bottle of brandy?", "answer": "Because that bottle of brandy is not very good.", "question_id": "kitchen_15_Q13", "reasoning": "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。", "timestamp": "24:01", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 47 }, { "question": "Where should the robot get the port wine from?", "answer": "On the wine rack next to the refrigerator. ; The second shelf of the rack that holds the candlesticks.", "question_id": "kitchen_15_Q14", "reasoning": "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）。", "timestamp": "24:01", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction" ], "before_clip": 47 } ] }, "study_13": { "video_path": "data/videos/robot/study_13.mp4", "mem_path": "data/memory_graphs/robot/study_13.pkl", "qa_list": [ { "question": "What food should the robot bring to Joy?", "answer": "An apple", "question_id": "study_13_Q01", "reasoning": "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。", "timestamp": "06:38", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 12 }, { "question": "Does Chris like reading?", "answer": "Yes, she does.", "question_id": "study_13_Q02", "reasoning": "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。", "timestamp": "30:58", "type": [ "Person Understanding", "Cross-Modal Reasoning" ], "before_clip": 60 }, { "question": "How was Joy doing with her homework?", "answer": "She didn't do it earnestly.", "question_id": "study_13_Q03", "reasoning": "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。", "timestamp": "30:58", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 60 }, { "question": "Who studies better, Joy or Chris?", "answer": "Chris", "question_id": "study_13_Q04", "reasoning": "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。", "timestamp": "30:58", "type": [ "Person Understanding", "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 60 }, { "question": "Did three of them have drink?", "answer": "Yes", "question_id": "study_13_Q05", "reasoning": "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。", "timestamp": "30:58", "type": [ "Multi-Detail Reasoning" ], "before_clip": 60 }, { "question": "Where is the milk Joy just drank?", "answer": "On the table with drinks", "question_id": "study_13_Q06", "reasoning": "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。", "timestamp": "07:32", "type": [ "Multi-Detail Reasoning" ], "before_clip": 14 }, { "question": "Which side of the chair beside the table with drinks should the robot find Chris' bag?", "answer": "On the right side of the chair beside the table with drinks", "question_id": "study_13_Q07", "reasoning": "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。", "timestamp": "08:08", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 15 }, { "question": "Which side of the chair beside the table with drinks should the robot find Joy's bag?", "answer": "On the left side of the chair beside the table with drinks", "question_id": "study_13_Q08", "reasoning": "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。", "timestamp": "08:42", "type": [ "Multi-Detail Reasoning" ], "before_clip": 16 }, { "question": "Who is more diligent, Joy or Chris?", "answer": "Chris", "question_id": "study_13_Q09", "reasoning": "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。", "timestamp": "17:40", "type": [ "Person Understanding", "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 34 }, { "question": "What pen should the robot bring to Chris?", "answer": "A red pen", "question_id": "study_13_Q10", "reasoning": "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。", "timestamp": "18:32", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 36 }, { "question": "What stationary should the robot put back into Joy's bag?", "answer": "Pencil and ruler", "question_id": "study_13_Q11", "reasoning": "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。", "timestamp": "25:06", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 49 }, { "question": "Which table are the annoying paper that Joy mentioned?", "answer": "On the table with drinks", "question_id": "study_13_Q12", "reasoning": "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。", "timestamp": "28:47", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 56 }, { "question": "Where should the robot place the papers?", "answer": "Into the drawer of the biggest desk ; In the middle drawer of the writing desk.", "question_id": "study_13_Q13", "reasoning": "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", "timestamp": "28:47", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 56 } ] }, "study_03": { "video_path": "data/videos/robot/study_03.mp4", "mem_path": "data/memory_graphs/robot/study_03.pkl", "qa_list": [ { "question": "What is the similiarity and difference of juice for David and Lucy?", "answer": "Both are orange juice but just one has ice.", "question_id": "study_03_Q01", "reasoning": "David先点了杯果汁，并要求加冰块，随后Lucy来了，David就让机器人拿两杯过来，两杯都是果汁，只不过一杯加了冰", "timestamp": "01:11", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 1 }, { "question": "Does David like reading books?", "answer": "Yes.", "question_id": "study_03_Q02", "reasoning": "Anna问除了工作，会做什么娱乐，David说会读书，在一家三口没事时，David也提议一起看书，说明他是个爱看书的人", "timestamp": "31:02", "type": [ "Person Understanding" ], "before_clip": 61 }, { "question": "Does Anna like to read cooking books?", "answer": "Yes.", "question_id": "study_03_Q03", "reasoning": "在Anna选书看的时候，她在众多不同类型的书里选了一本烹饪书，说明她很喜欢烹饪书", "timestamp": "31:02", "type": [ "Person Understanding" ], "before_clip": 61 }, { "question": "Why does David need to read financial books?", "answer": "Learn something about how to plan family finance better.", "question_id": "study_03_Q04", "reasoning": "得知David在看财经类的书，Anna问你是想改行吗，David回答不是，只是为了更好地计划我们的家庭财政", "timestamp": "31:02", "type": [ "Person Understanding", "Cross-Modal Reasoning" ], "before_clip": 61 }, { "question": "Does Lucy like dinosaurs?", "answer": "Yes.", "question_id": "study_03_Q05", "reasoning": "Lucy很喜欢读百科全书，对生物很感兴趣，尤其是恐龙，她了解恐龙的许多事情，是个喜欢恐龙的人", "timestamp": "31:02", "type": [ "Person Understanding" ], "before_clip": 61 }, { "question": "Is David watching a Sherlock Holmes detective series for the first time?", "answer": "No.", "question_id": "study_03_Q06", "reasoning": "Lucy问David在看什么，他说我在重温福尔摩斯全集，这不是他第一次看", "timestamp": "31:02", "type": [ "Person Understanding" ], "before_clip": 61 }, { "question": "Is Lucy still someone who casually puts items around now？", "answer": "No.", "question_id": "study_03_Q07", "reasoning": "David说Lucy小时候在家里任意一个地方看书，看完就把书随便乱放，家里到处都是Lucy的书，Anna也附和说Lucy小时候就这样，Anna还以为这本书弄丢了呢，觉得好可惜，但这里全是说的Lucy的小时候的情况，言外之意即Lucy现在不这样了，并且由视觉可以看出，在Lucy写作业时也能看出她现在的井然有序：把作业从书包里拿出来，写完后立马放回原处，和小时候并不一样", "timestamp": "31:02", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 61 }, { "question": "What subject homework should be given to Lucy?", "answer": "Math.", "question_id": "study_03_Q08", "reasoning": "Lucy说她不喜欢这个科目，所以才不想写作业，David苦劝一番，Lucy依然表示她讨厌数学，但没办法，还是要写作业，因此拿来的是数学作业", "timestamp": "05:41", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 10 }, { "question": "Where is the \"The Three Little Pigs\" now?", "answer": "On the table.", "question_id": "study_03_Q09", "reasoning": "Anna看着桌上的书说，这是三只小猪耶，和David聊了一些往事后，让机器人放到书架上，此时，书在桌子上", "timestamp": "09:49", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 18 }, { "question": "Where should Lucy's homework be stored?", "answer": "Lucy's bag.", "question_id": "study_03_Q10", "reasoning": "该写作业时，Lucy把作业从书包里拿了出来，写完后机器人应该放回原位，也就是书包里", "timestamp": "11:14", "type": [ "Person Understanding" ], "before_clip": 21 }, { "question": "Where is the David's laptop?", "answer": "On the table.", "question_id": "study_03_Q11", "reasoning": "电脑就在《三只小猪》的旁边，都在桌子上", "timestamp": "13:00", "type": [ "General Knowledge Extraction" ], "before_clip": 25 }, { "question": "What is David going to do when he finished answering the phone?", "answer": "Finish his job.", "question_id": "study_03_Q12", "reasoning": "David说出版社给他发来了审稿建议，Anna提议他先完成工作，David同意了", "timestamp": "13:21", "type": [ "Person Understanding" ], "before_clip": 25 }, { "question": "Which book should be choosen for Lucy?", "answer": "World Animal Day.", "question_id": "study_03_Q13", "reasoning": "Lucy和Anna聊了很久关于生物的话题，Lucy对这个领域很感趣，因此在拿书时，应该拿动物世界，而不是老人与海", "timestamp": "21:56", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 42 }, { "question": "Where is David's cup?", "answer": "On the table.", "question_id": "study_03_Q14", "reasoning": "David把喝完的杯子随手就放在了桌子上,因此杯子就在桌子上", "timestamp": "24:44", "type": [ "General Knowledge Extraction" ], "before_clip": 48 }, { "question": "What's David's job?", "answer": "Writer.", "question_id": "study_03_Q15", "reasoning": "Anna问David，最近很忙吗，你看起来很累，David回答，是的，这几天确实挺忙的，最近要赶个稿子交给出版社，终于交上去了，现在就在等他们的反馈，等修改意见再调整，推断出David是个作家", "timestamp": "31:02", "type": [ "Person Understanding" ], "before_clip": 61 } ] }, "living_room_09": { "video_path": "data/videos/robot/living_room_09.mp4", "mem_path": "data/memory_graphs/robot/living_room_09.pkl", "qa_list": [ { "question": "When will Sam came?", "answer": "at ten o'clock.", "question_id": "living_room_09_Q01", "reasoning": "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", "timestamp": "06:14", "type": [ "Cross-Modal Reasoning" ], "before_clip": 11 }, { "question": "How many times does Robot get the cloth?", "answer": "Twice.", "question_id": "living_room_09_Q02", "reasoning": "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", "timestamp": "35:49", "type": [ "Multi-Detail Reasoning" ], "before_clip": 70 }, { "question": "Do Jay and Sam have a rapport?", "answer": "Yes.", "question_id": "living_room_09_Q03", "reasoning": "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", "timestamp": "35:49", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 70 }, { "question": "Does Jay care a lot about tidiness?", "answer": "A tidy person.", "question_id": "living_room_09_Q04", "reasoning": "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", "timestamp": "35:49", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 70 }, { "question": "What would Jay and Sam plan to do tomorrow?", "answer": "Climbing mountain.", "question_id": "living_room_09_Q05", "reasoning": "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", "timestamp": "35:49", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 70 }, { "question": "Why did Jay upset and nervous currently?", "answer": "Because she broke up with her boyfriend and her boss didn't satisfy her performance.", "question_id": "living_room_09_Q06", "reasoning": "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", "timestamp": "09:47", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 18 }, { "question": "Is it okay to store freshly purchased dragon fruit in the refrigerator?", "answer": "No.", "question_id": "living_room_09_Q07", "reasoning": "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", "timestamp": "12:11", "type": [ "General Knowledge Extraction" ], "before_clip": 23 }, { "question": "Does Jay like spicy food or not?", "answer": "Yes.", "question_id": "living_room_09_Q08", "reasoning": "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", "timestamp": "18:13", "type": [ "Person Understanding" ], "before_clip": 35 }, { "question": "Where should Robot take the cloth from?", "answer": "Coffee table.", "question_id": "living_room_09_Q09", "reasoning": "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", "timestamp": "23:08", "type": [ "General Knowledge Extraction" ], "before_clip": 45 }, { "question": "What should the Robot do with slippers after guests leave？", "answer": "Put them back to the first layer of shoe rack. ", "question_id": "living_room_09_Q10", "reasoning": "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", "timestamp": "28:20", "type": [ "General Knowledge Extraction" ], "before_clip": 55 }, { "question": "Did Jay eat much these days?", "answer": "No.", "question_id": "living_room_09_Q11", "reasoning": "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", "timestamp": "35:49", "type": [ "Person Understanding", "Cross-Modal Reasoning" ], "before_clip": 70 }, { "question": "Does sam put it into practice or just talk about it?", "answer": "Just talk but no practice", "question_id": "living_room_09_Q12", "reasoning": "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", "timestamp": "35:49", "type": [ "Person Understanding", "Cross-Modal Reasoning" ], "before_clip": 70 }, { "question": "What's the relationship between Jay and Sam?", "answer": "Friends.", "question_id": "living_room_09_Q13", "reasoning": "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", "timestamp": "35:49", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 70 } ] }, "study_04": { "video_path": "data/videos/robot/study_04.mp4", "mem_path": "data/memory_graphs/robot/study_04.pkl", "qa_list": [ { "question": "Will the robot pick up the red felt-tip pen from the table?", "answer": "No.", "question_id": "study_04_Q01", "reasoning": "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。", "timestamp": "01:16", "type": [ "Multi-Detail Reasoning" ], "before_clip": 1 }, { "question": "Does Helen want George to turn on the air conditioner?", "answer": "No.", "question_id": "study_04_Q02", "reasoning": "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。", "timestamp": "09:10", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 17 }, { "question": "How many pieces of information are recorded on the scratch paper?", "answer": "Nine.", "question_id": "study_04_Q03", "reasoning": "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。", "timestamp": "09:10", "type": [ "Multi-Detail Reasoning" ], "before_clip": 17 }, { "question": "What is the use of the scratch paper?", "answer": "To record problems and suggestions.", "question_id": "study_04_Q04", "reasoning": "George在演草纸上记录Helen提出来的一些问题以及建议。", "timestamp": "09:10", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction" ], "before_clip": 17 }, { "question": "Where was the original position of the business plan?", "answer": "On the bookshelf.", "question_id": "study_04_Q05", "reasoning": "George进门的时候从书架上拿的计划书。", "timestamp": "01:45", "type": [ "General Knowledge Extraction", "Multi-Hop Reasoning" ], "before_clip": 2 }, { "question": "Where is the position of the pen holder?", "answer": "On the bookshelf.", "question_id": "study_04_Q06", "reasoning": "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。", "timestamp": "02:56", "type": [ "General Knowledge Extraction" ], "before_clip": 4 }, { "question": "Where is the picture of the brand \"loGraydono\"?", "answer": "On the bookshelf.", "question_id": "study_04_Q07", "reasoning": "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。", "timestamp": "03:20", "type": [ "General Knowledge Extraction" ], "before_clip": 5 }, { "question": "Where does the robot pick up the remote control?", "answer": "On the desk.", "question_id": "study_04_Q08", "reasoning": "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。", "timestamp": "05:55", "type": [ "General Knowledge Extraction" ], "before_clip": 10 }, { "question": "Where does the robot save the newly added content on the scratch paper?", "answer": "The computer.", "question_id": "study_04_Q09", "reasoning": "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.", "timestamp": "08:12", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction" ], "before_clip": 15 }, { "question": "How many problems are there in the business plan?", "answer": "Three.", "question_id": "study_04_Q10", "reasoning": "Helen提出了计划书中的三个问题，George记录在了草稿纸上。", "timestamp": "09:10", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 17 }, { "question": "Where is the position of the tablet?", "answer": "On the desk.", "question_id": "study_04_Q11", "reasoning": "平板就放在桌子上，有时候Helen使用，有时候George使用", "timestamp": "09:10", "type": [ "General Knowledge Extraction" ], "before_clip": 17 }, { "question": "What is the use of the red felt-tip pen?", "answer": "To mark the key points.", "question_id": "study_04_Q12", "reasoning": "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。", "timestamp": "09:10", "type": [ "Cross-Modal Reasoning" ], "before_clip": 17 } ] }, "bedroom_05": { "video_path": "data/videos/robot/bedroom_05.mp4", "mem_path": "data/memory_graphs/robot/bedroom_05.pkl", "qa_list": [ { "question": "where does the robot place the removed pillowcases?", "answer": "In the white basket", "question_id": "bedroom_05_Q01", "reasoning": "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", "timestamp": "03:15", "type": [ "General Knowledge Extraction" ], "before_clip": 5 }, { "question": "what is the purpose of the white basket?", "answer": "Storage for dirty objects", "question_id": "bedroom_05_Q02", "reasoning": "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。", "timestamp": "30:00", "type": [ "General Knowledge Extraction" ], "before_clip": 59 }, { "question": "How many times did Isha use the needle, thread and scissors?", "answer": "2 times", "question_id": "bedroom_05_Q03", "reasoning": "两次，分别是缝补被套以及缝补枕套", "timestamp": "30:00", "type": [ "Multi-Detail Reasoning" ], "before_clip": 59 }, { "question": "what bedding was taken from the closet?", "answer": "Duvet cover, bed sheet, pillowcase", "question_id": "bedroom_05_Q04", "reasoning": "两人首先拆下被套，然后换下床单，最后拆下枕套", "timestamp": "30:00", "type": [ "General Knowledge Extraction" ], "before_clip": 59 }, { "question": "Does Joy have OCD?", "answer": "Yes", "question_id": "bedroom_05_Q05", "reasoning": "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", "timestamp": "30:00", "type": [ "Person Understanding" ], "before_clip": 59 }, { "question": "what theme did the robot choose for the coverlet?", "answer": " black one", "question_id": "bedroom_05_Q06", "reasoning": "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", "timestamp": "06:58", "type": [ "Multi-Detail Reasoning" ], "before_clip": 12 }, { "question": "Where does the robot take the scissors from?", "answer": "In the bedside table", "question_id": "bedroom_05_Q07", "reasoning": "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", "timestamp": "9:08", "type": [ "General Knowledge Extraction" ], "before_clip": 17 }, { "question": "Where did the robot take the quilt insert?", "answer": "On the shelf next to the nightstand", "question_id": "bedroom_05_Q08", "reasoning": "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。", "timestamp": "11:22", "type": [ "General Knowledge Extraction" ], "before_clip": 21 }, { "question": "Which level of closet should the robot put the pillowcase back?", "answer": "In the upper level of closet", "question_id": "bedroom_05_Q09", "reasoning": "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。", "timestamp": "15:45", "type": [ "General Knowledge Extraction" ], "before_clip": 30 }, { "question": "where should the robot put the clothes that be taken out?", "answer": "In the white basket", "question_id": "bedroom_05_Q10", "reasoning": "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", "timestamp": "25:44", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction" ], "before_clip": 50 }, { "question": "Where is the rag after isha finished cleaning?", "answer": "Back to the storage cabinet.", "question_id": "bedroom_05_Q11", "reasoning": "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。", "timestamp": "30:00", "type": [ "Multi-Detail Reasoning" ], "before_clip": 59 }, { "question": "what cleaning tools are taken in total?", "answer": "broom,mop,rag.", "question_id": "bedroom_05_Q12", "reasoning": "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。", "timestamp": "30:00", "type": [ "Multi-Detail Reasoning" ], "before_clip": 59 } ] }, "kitchen_10": { "video_path": "data/videos/robot/kitchen_10.mp4", "mem_path": "data/memory_graphs/robot/kitchen_10.pkl", "qa_list": [ { "question": "Is Liam used to putting down his briefcase first when he gets home?", "answer": "No", "question_id": "kitchen_10_Q01", "reasoning": "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。", "timestamp": "01:05", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 1 }, { "question": "How many things were taken from the fridge?", "answer": "5", "question_id": "kitchen_10_Q02", "reasoning": "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。", "timestamp": "32:14", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 63 }, { "question": "Was Liam very busy at work?", "answer": "Yes", "question_id": "kitchen_10_Q03", "reasoning": "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。", "timestamp": "32:14", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 63 }, { "question": "Will Alice and Liam contain their feelings for each other?", "answer": "No", "question_id": "kitchen_10_Q04", "reasoning": "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", "timestamp": "32:14", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 63 }, { "question": "Is Liam's memory GOOD?", "answer": "Not good", "question_id": "kitchen_10_Q05", "reasoning": "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。", "timestamp": "32:14", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 63 }, { "question": "which shelf can the robot get the computer?", "answer": "On the shelf below the wedding photo", "question_id": "kitchen_10_Q06", "reasoning": "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。", "timestamp": "04:41", "type": [ "General Knowledge Extraction" ], "before_clip": 8 }, { "question": "Where are the carrots?", "answer": "In the fridge", "question_id": "kitchen_10_Q07", "reasoning": "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。", "timestamp": "08:09", "type": [ "General Knowledge Extraction" ], "before_clip": 15 }, { "question": "Where can the robot get the meat?", "answer": "On the cutting board beside the kettle ; On the countertop to the left of the kitchen.", "question_id": "kitchen_10_Q08", "reasoning": "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", "timestamp": "20:10", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 39 }, { "question": "Where can the robot get the cut carrots?", "answer": "In the bowl ; Next to the meat.", "question_id": "kitchen_10_Q09", "reasoning": "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。", "timestamp": "22:13", "type": [ "General Knowledge Extraction" ], "before_clip": 43 }, { "question": "Does Alice like the meals made by Liam?", "answer": "Yes", "question_id": "kitchen_10_Q10", "reasoning": "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", "timestamp": "32:14", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 63 }, { "question": "What fruit will Liam bring to Alice if he needs to treat Alice?", "answer": "Strawberry", "question_id": "kitchen_10_Q11", "reasoning": "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。", "timestamp": "32:14", "type": [ "Multi-Detail Reasoning" ], "before_clip": 63 }, { "question": "How many kinds of food did Alice eat?", "answer": "4", "question_id": "kitchen_10_Q12", "reasoning": "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。", "timestamp": "32:14", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 63 }, { "question": "How many drinks did Alice have?", "answer": "2", "question_id": "kitchen_10_Q13", "reasoning": "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。", "timestamp": "32:14", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 63 } ] }, "living_room_10": { "video_path": "data/videos/robot/living_room_10.mp4", "mem_path": "data/memory_graphs/robot/living_room_10.pkl", "qa_list": [ { "question": "In what box should the coloured lights be placed?", "answer": "In the red box.", "question_id": "living_room_10_Q01", "reasoning": "Emily走到茶几旁，将装饰品分类，悬挂花环等装饰放进了红盒子，圣诞蜡烛等装饰放进了绿盒子。彩灯属于悬挂类应该放进红盒子。", "timestamp": "03:51", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 6 }, { "question": "What is Jame's occupation?", "answer": "A student.", "question_id": "living_room_10_Q02", "reasoning": "她的愿望是书包装书本，因此推断他可能是学生。", "timestamp": "30:27", "type": [ "Person Understanding" ], "before_clip": 59 }, { "question": "Who has more leadership skills, Jame or Finn or Emily?", "answer": "Emily.", "question_id": "living_room_10_Q03", "reasoning": "Emilg更习惯于做详细的计划并给予另外两人指示和意见工作。", "timestamp": "30:27", "type": [ "Person Understanding" ], "before_clip": 59 }, { "question": "Is Emily a person who likes to plan?", "answer": "Yes", "question_id": "living_room_10_Q04", "reasoning": "Emily自己有计划本，并将计划详细罗列，因此可以i看出她很喜欢做计划。", "timestamp": "30:27", "type": [ "Person Understanding" ], "before_clip": 59 }, { "question": "In what ways are the three used to documenting their lives?", "answer": "By taking photos", "question_id": "living_room_10_Q05", "reasoning": "三人在视频最后提出要合影留念，分别和互相送的礼物，装扮好的圣诞树外面的景色等合照，可以得出，他们习惯于用照片记录生活。", "timestamp": "30:27", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 59 }, { "question": "How should the ceramic ornament be placed and packed?", "answer": "On the top of buffer material", "question_id": "living_room_10_Q06", "reasoning": "Finn将圣诞袜放在礼物盒底层，玻璃杯放在上层。说明易碎物品要防止摔碎，需要用东西缓冲保护。", "timestamp": "05:27", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 9 }, { "question": "Which box is the wreath in?", "answer": "Red box.", "question_id": "living_room_10_Q07", "reasoning": "花环是悬挂类的饰品，被放在红色盒子中", "timestamp": "07:54", "type": [ "General Knowledge Extraction" ], "before_clip": 14 }, { "question": "Which color notebook should I bring to Emily?\"", "answer": "Black one.", "question_id": "living_room_10_Q08", "reasoning": "Emily放下笔记本，说“ok，我已经大概计划好了，我们从圣诞树上开始装饰吧！”此时他放下的是黑色的笔记本。", "timestamp": "08:30", "type": [ "Cross-Modal Reasoning" ], "before_clip": 16 }, { "question": "What decorations are preferred to choose?", "answer": "Colorful lights and balls.", "question_id": "living_room_10_Q09", "reasoning": "Jame翻找出了各色的彩球和彩灯放在窗边并让机器人搬来凳子,因此三人更喜欢彩灯和彩球，可以选择彩灯和彩球作为装饰", "timestamp": "14:38", "type": [ "Person Understanding" ], "before_clip": 28 }, { "question": "Which box should be brought over?", "answer": "Green.", "question_id": "living_room_10_Q10", "reasoning": "悬挂花环等装饰放进了红盒子，圣诞蜡烛等装饰放进了绿盒子，摆饰理应放在绿色盒子里，所以应该把绿色盒子拿过来", "timestamp": "18:57", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 36 }, { "question": "Who put the rag by the red box?", "answer": "Jame.", "question_id": "living_room_10_Q11", "reasoning": "Jame走到红色盒子前放下抹布，从许多彩球中挑出一个绿色的彩球挂在了树顶端。", "timestamp": "21:31", "type": [ "Multi-Hop Reasoning" ], "before_clip": 42 }, { "question": "What colour does Jame like?", "answer": "Green.", "question_id": "living_room_10_Q12", "reasoning": "机器人在挑选绿色杯子给Jame后她很开心，说明她很喜欢绿色。", "timestamp": "30:27", "type": [ "Person Understanding" ], "before_clip": 59 } ] }, "living_room_23": { "video_path": "data/videos/robot/living_room_23.mp4", "mem_path": "data/memory_graphs/robot/living_room_23.pkl", "qa_list": [ { "question": "Where did the robot take the black cardboard paper from？", "answer": "Under the TV canbinat.", "question_id": "living_room_23_Q01", "reasoning": "Amy拿白纸，当时黑纸就在白纸下边，因此Amy让机器人拿黑纸的时候机器人知道黑纸的位置。", "timestamp": "02:12", "type": [ "General Knowledge Extraction" ], "before_clip": 3 }, { "question": "What prop did Lotta and Keane make together?", "answer": "Wizard hat and wand.", "question_id": "living_room_23_Q02", "reasoning": "可以从andy说的话和他们制作的全过程来分析出他们一起做了wizard hat和一个wand。", "timestamp": "32:06", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 63 }, { "question": "What's the date today?", "answer": "October 31st.", "question_id": "living_room_23_Q03", "reasoning": "视频中提到了tomorrow is halloween,万圣节是十一月一号，因此今天是十月三十一号。", "timestamp": "32:06", "type": [ "General Knowledge Extraction" ], "before_clip": 63 }, { "question": "How many colors of cardboard paper are there in the cabinet under the TV?", "answer": "Three.", "question_id": "living_room_23_Q04", "reasoning": "机器人在电视柜下拿了三种颜色的纸，分别是黑色、白色、深棕色，然后电视柜下就没有纸了。", "timestamp": "32:06", "type": [ "Multi-Detail Reasoning" ], "before_clip": 63 }, { "question": "How many items were taken out from the toolbox?", "answer": "Six.", "question_id": "living_room_23_Q05", "reasoning": "视频中一共提到从盒子中拿了三种东西，分别是尺子，剪刀和胶水视频一开始就从盒子里拿出了直尺等工具，30分左右收拾桌上东西时，Amy放进去了3样物品，robot又把圆规、胶棒、笔放进了盒子，所以一共是6样物品。", "timestamp": "32:06", "type": [ "Multi-Detail Reasoning" ], "before_clip": 63 }, { "question": "Where did the robot put back the cardboard paper in Andy's hand?", "answer": "On the cabinet under the television.", "question_id": "living_room_23_Q06", "reasoning": "Amy之前从电视柜下拿走了白纸，因此当提到“put the paper back\"时，机器人知道应该放回电视柜下边。", "timestamp": "02:12", "type": [ "General Knowledge Extraction" ], "before_clip": 3 }, { "question": "Where did the robot take the glue from?", "answer": "The white box on the table.", "question_id": "living_room_23_Q07", "reasoning": "从桌子上的白盒子中拿剪刀时，胶水也在白盒子里边。", "timestamp": "16:57", "type": [ "General Knowledge Extraction" ], "before_clip": 32 }, { "question": "Where should the robot pour the garbage in the dustpan?", "answer": "The garbage can under the round table.", "question_id": "living_room_23_Q08", "reasoning": "Andy拿扫把时，垃圾桶就在扫把旁边，因此当Andy命令机器人“take out the rubbish\"，由此推出应该倒进垃圾桶垃圾桶单词使用不一样，但意思一致。", "timestamp": "29:22", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction" ], "before_clip": 57 }, { "question": "Where should the robot place the scissors？", "answer": "The white box on the table.", "question_id": "living_room_23_Q09", "reasoning": "机器人之前是从盒子里把剪刀拿出来的收到“put the scissor back\"后,然后机器人拿着剪刀，把剪刀放到了桌子上的白色盒子里。", "timestamp": "31:45", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction" ], "before_clip": 62 }, { "question": "What are the steps to make a magic wand?", "answer": "Roll the paper to conical shape, tape it, and stick the crystal ball at the wide opening.", "question_id": "living_room_23_Q10", "reasoning": "视频中做魔法杖分别是两个步骤，先把纸裁剪出圆锥形状，然后在开口粘一个水晶球。视频中并没有裁剪纸张，是直接将纸卷成圆锥形，粘贴固定以后，再将水晶球粘贴到顶端， 一共三个步骤。", "timestamp": "32:06", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 63 }, { "question": "What pattern did Amy draw on the hat?", "answer": "A cute star and a moon.", "question_id": "living_room_23_Q11", "reasoning": "视频中可以看出来Amy在帽子上先画了一个可爱的星星，又画了一个月亮。", "timestamp": "32:06", "type": [ "Multi-Detail Reasoning" ], "before_clip": 63 }, { "question": "Where were the scissors finally found?", "answer": "Under the pillow on the sofa.", "question_id": "living_room_23_Q12", "reasoning": "主角两人在翻开沙发枕头后指向了沙发，嘴里说道scissor。", "timestamp": "32:06", "type": [ "Cross-Modal Reasoning" ], "before_clip": 63 }, { "question": "How many steps are needed to make a wizard hat?", "answer": "four", "question_id": "living_room_23_Q13", "reasoning": "视频中做巫师帽一公分了四个步骤，分别是：裁剪出合适形状，、粘在一起、画图案、粘羽毛。", "timestamp": "32:06", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 63 } ] }, "study_20": { "video_path": "data/videos/robot/study_20.mp4", "mem_path": "data/memory_graphs/robot/study_20.pkl", "qa_list": [ { "question": "Is the air conditioner turned on by the robot blowing cold air or warm air?", "answer": "Warm air.", "question_id": "study_20_Q01", "reasoning": "Tom打喷嚏了，说她有点冷，于是妈妈打开了空调，应该吹热风。", "timestamp": "09:19", "type": [ "Cross-Modal Reasoning" ], "before_clip": 17 }, { "question": "Is Tom able to finish her maths homework all by herself?", "answer": "No.", "question_id": "study_20_Q02", "reasoning": "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。", "timestamp": "34:27", "type": [ "Person Understanding" ], "before_clip": 67 }, { "question": "What is tom's attitude towards English，confident or negative??", "answer": "Confident", "question_id": "study_20_Q03", "reasoning": "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。", "timestamp": "34:27", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 67 }, { "question": "Was Tom able to concentrate on his homework?", "answer": "No", "question_id": "study_20_Q04", "reasoning": "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", "timestamp": "34:27", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 67 }, { "question": "Is Tom used to studying with the study door open?", "answer": "No.", "question_id": "study_20_Q05", "reasoning": "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。", "timestamp": "34:27", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 67 }, { "question": "What fruits should the robot wash?", "answer": "Grapes and strawberries.", "question_id": "study_20_Q06", "reasoning": "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。", "timestamp": "14:12", "type": [ "Multi-Detail Reasoning" ], "before_clip": 27 }, { "question": "Where should robots go to find Tom's English book", "answer": "on the bookshelf", "question_id": "study_20_Q07", "reasoning": "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。", "timestamp": "26:00", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 51 }, { "question": "Was today's assignment hard for Tom?", "answer": "Yes", "question_id": "study_20_Q08", "reasoning": "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。", "timestamp": "34:27", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 67 }, { "question": "Did Tom have chemistry homework?", "answer": "No.", "question_id": "study_20_Q09", "reasoning": "Tom只有数学、英语和物理作业。没有化学作业。", "timestamp": "34:27", "type": [ "Multi-Detail Reasoning" ], "before_clip": 67 }, { "question": "Is the study's door currently open or closed?", "answer": "It's open.", "question_id": "study_20_Q10", "reasoning": "Tom 进屋后让机器人把门关上，说明门是开着的。", "timestamp": "34:27", "type": [ "General Knowledge Extraction" ], "before_clip": 67 }, { "question": "Which subject of Tom's homework got checked?", "answer": "English, maths and physics.", "question_id": "study_20_Q11", "reasoning": "Tom 今天有英语、数学和物理作业，每一项作业都让Nova检查了。", "timestamp": "34:27", "type": [ "Multi-Detail Reasoning" ], "before_clip": 67 }, { "question": "Which maths questions are still wrong after first revision??", "answer": "Question seven and fourteen. ", "question_id": "study_20_Q12", "reasoning": "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。", "timestamp": "34:27", "type": [ "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 67 }, { "question": "Which homework took the longest time?", "answer": "Maths.", "question_id": "study_20_Q13", "reasoning": "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。", "timestamp": "34:27", "type": [ "Multi-Detail Reasoning" ], "before_clip": 67 } ] }, "living_room_18": { "video_path": "data/videos/robot/living_room_18.mp4", "mem_path": "data/memory_graphs/robot/living_room_18.pkl", "qa_list": [ { "question": "Why do they use the remote?", "answer": "Because Lucas found the TV noisy.", "question_id": "living_room_18_Q01", "reasoning": "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。", "timestamp": "09:13", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 17 }, { "question": "How many albums are mentioned by Mia?", "answer": "3", "question_id": "living_room_18_Q02", "reasoning": "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。", "timestamp": "31:14", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 61 }, { "question": "What is Mia adept at?", "answer": "Taking photos", "question_id": "living_room_18_Q03", "reasoning": "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。", "timestamp": "31:14", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 61 }, { "question": "Can Lucas stick to pre-made plans?", "answer": "No", "question_id": "living_room_18_Q04", "reasoning": "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。", "timestamp": "31:14", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 61 }, { "question": "Do Lucas and Mia both have a good memory?", "answer": "No", "question_id": "living_room_18_Q05", "reasoning": "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。", "timestamp": "31:14", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 61 }, { "question": "Why should Mia ask about the weather?", "answer": "To see if tomorrow will have sunrise.", "question_id": "living_room_18_Q06", "reasoning": "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。", "timestamp": "23:13", "type": [ "Multi-Detail Reasoning" ], "before_clip": 45 }, { "question": "Where should the robot put the reflector?", "answer": "In the TV cabinet", "question_id": "living_room_18_Q07", "reasoning": "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。", "timestamp": "24:28", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 47 }, { "question": "What is Lucas going to do next?", "answer": " To Rest", "question_id": "living_room_18_Q08", "reasoning": "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。", "timestamp": "27:51", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 54 }, { "question": "What's Lucas job?", "answer": "Designer", "question_id": "living_room_18_Q09", "reasoning": "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。", "timestamp": "31:14", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 61 }, { "question": "Do Lucas and Mia both care about tidiness?", "answer": "Yes", "question_id": "living_room_18_Q10", "reasoning": "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。", "timestamp": "31:14", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 61 }, { "question": "What's Mia's hobby?", "answer": "Photography", "question_id": "living_room_18_Q11", "reasoning": "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。", "timestamp": "31:14", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 61 }, { "question": "How many tools are used by Mia to take photoes?", "answer": "3", "question_id": "living_room_18_Q12", "reasoning": "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。", "timestamp": "31:14", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 61 }, { "question": "What does Lucas dislike when she is working?", "answer": "Noise", "question_id": "living_room_18_Q13", "reasoning": "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。", "timestamp": "31:14", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 61 } ] }, "bedroom_12": { "video_path": "data/videos/robot/bedroom_12.mp4", "mem_path": "data/memory_graphs/robot/bedroom_12.pkl", "qa_list": [ { "question": "where should the robot put the bracelet?", "answer": "The jewlery box on the top drawer of the bedside table.", "question_id": "bedroom_12_Q01", "reasoning": "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", "timestamp": "02:11", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 3 }, { "question": "What is the relationship between Mike and Alice?", "answer": "A Couple", "question_id": "bedroom_12_Q02", "reasoning": "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", "timestamp": "30:20", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 59 }, { "question": "How many times did Mike's coat move?", "answer": "3", "question_id": "bedroom_12_Q03", "reasoning": "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", "timestamp": "30:20", "type": [ "Multi-Detail Reasoning" ], "before_clip": 59 }, { "question": "what was done using the sheepskin?", "answer": "Sheepskin cloth to wipe rings and pearl earrings", "question_id": "bedroom_12_Q04", "reasoning": "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", "timestamp": "30:20", "type": [ "Cross-Modal Reasoning" ], "before_clip": 59 }, { "question": "How many pages are in the photobook?", "answer": "4 pages", "question_id": "bedroom_12_Q05", "reasoning": "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。", "timestamp": "30:20", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 59 }, { "question": "What are some of the foods Mike and Alice ate on their honeymoon?", "answer": "Seafood pasta, ice cream", "question_id": "bedroom_12_Q06", "reasoning": "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", "timestamp": "30:20", "type": [ "Multi-Detail Reasoning" ], "before_clip": 59 }, { "question": "where is the water bottle located finally?", "answer": "On the nightstand", "question_id": "bedroom_12_Q07", "reasoning": "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", "timestamp": "30:20", "type": [ "Multi-Detail Reasoning" ], "before_clip": 59 }, { "question": "where should the robot put Mikel's coat?", "answer": "In the closet", "question_id": "bedroom_12_Q08", "reasoning": "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", "timestamp": "03:59", "type": [ "General Knowledge Extraction" ], "before_clip": 6 }, { "question": "Can rings be rubbed with alcohol?", "answer": "No", "question_id": "bedroom_12_Q09", "reasoning": "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", "timestamp": "09:18", "type": [ "General Knowledge Extraction" ], "before_clip": 17 }, { "question": "where should the robot place the mop back？", "answer": "Corner of the room", "question_id": "bedroom_12_Q10", "reasoning": "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。", "timestamp": "20:58", "type": [ "General Knowledge Extraction" ], "before_clip": 40 }, { "question": "What was taken out from under the bed?", "answer": "Onyx bracelet, photo from honeymoon", "question_id": "bedroom_12_Q11", "reasoning": "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", "timestamp": "30:20", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 59 }, { "question": "where should the robot put the earrings has been found?", "answer": "Jewelry box", "question_id": "bedroom_12_Q12", "reasoning": "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", "timestamp": "30:20", "type": [ "General Knowledge Extraction" ], "before_clip": 59 }, { "question": "What is in the jewelry box", "answer": "Earrings, bracelet, ring", "question_id": "bedroom_12_Q13", "reasoning": "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", "timestamp": "30:20", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 59 }, { "question": "Is Alice generally considered to be a careful individual?", "answer": "No.", "question_id": "bedroom_12_Q14", "reasoning": "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。", "timestamp": "30:20", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 59 } ] }, "kitchen_20": { "video_path": "data/videos/robot/kitchen_20.mp4", "mem_path": "data/memory_graphs/robot/kitchen_20.pkl", "qa_list": [ { "question": "How many eggs remained in the fridge after Georgina took?", "answer": "One.", "question_id": "kitchen_20_Q01", "reasoning": "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", "timestamp": "06:41", "type": [ "Cross-Modal Reasoning" ], "before_clip": 12 }, { "question": "Where was the pot kept before it was used to cook the noodles?", "answer": "On the shelf.", "question_id": "kitchen_20_Q02", "reasoning": "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", "timestamp": "31:28", "type": [ "General Knowledge Extraction" ], "before_clip": 61 }, { "question": "Who is the fattest among the three people?", "answer": "Petra.", "question_id": "kitchen_20_Q03", "reasoning": "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", "timestamp": "31:28", "type": [ "Person Understanding", "Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 61 }, { "question": "What does Georgina like to drink?", "answer": "Coffee.", "question_id": "kitchen_20_Q04", "reasoning": "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", "timestamp": "31:28", "type": [ "Person Understanding" ], "before_clip": 61 }, { "question": "What does Emma like to eat?", "answer": "Salad.", "question_id": "kitchen_20_Q05", "reasoning": "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", "timestamp": "31:28", "type": [ "Person Understanding", "Cross-Modal Reasoning" ], "before_clip": 61 }, { "question": "What snacks did Petera eat?", "answer": "Chip and chocalate.", "question_id": "kitchen_20_Q06", "reasoning": "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", "timestamp": "31:28", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 61 }, { "question": "Does Petera have a strong taste?", "answer": "Yes.", "question_id": "kitchen_20_Q07", "reasoning": "方便面煮好后，Petera还要额外加点盐，她是个口重的人", "timestamp": "31:28", "type": [ "Person Understanding" ], "before_clip": 61 }, { "question": "Does George have rhinitis?", "answer": "Yes.", "question_id": "kitchen_20_Q08", "reasoning": "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", "timestamp": "31:28", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 61 }, { "question": "Which stage from the top of the fridge was the instant noodle on before Prtera cooked it?", "answer": "On the first stage of fridge.", "question_id": "kitchen_20_Q09", "reasoning": "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", "timestamp": "31:28", "type": [ "General Knowledge Extraction" ], "before_clip": 61 }, { "question": "Where is the egg?", "answer": "In the fridge.", "question_id": "kitchen_20_Q10", "reasoning": "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", "timestamp": "10:40", "type": [ "General Knowledge Extraction" ], "before_clip": 20 }, { "question": "What is burnt?", "answer": "Egg.", "question_id": "kitchen_20_Q11", "reasoning": "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", "timestamp": "12:34", "type": [ "Cross-Modal Reasoning" ], "before_clip": 24 }, { "question": "Which trash can was the potato chip bag be thrown?", "answer": "The trash can with a lid.", "question_id": "kitchen_20_Q12", "reasoning": "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", "timestamp": "14:20", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 27 }, { "question": "Where was Georgina's coffee while she was taking three eggs from the fridge?", "answer": "Near the gas stove.", "question_id": "kitchen_20_Q13", "reasoning": "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", "timestamp": "15:59", "type": [ "General Knowledge Extraction" ], "before_clip": 30 }, { "question": "Where is the bread?", "answer": "In the microwave oven.", "question_id": "kitchen_20_Q14", "reasoning": "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", "timestamp": "16:38", "type": [ "General Knowledge Extraction" ], "before_clip": 32 }, { "question": "Where can get the drinkable water?", "answer": "Tap water.", "question_id": "kitchen_20_Q15", "reasoning": "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", "timestamp": "18:40", "type": [ "General Knowledge Extraction" ], "before_clip": 36 }, { "question": "Where is the chocolate?", "answer": "In the fridge.", "question_id": "kitchen_20_Q16", "reasoning": "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", "timestamp": "27:08", "type": [ "General Knowledge Extraction" ], "before_clip": 53 }, { "question": "Why is the bread still cold?", "answer": "Because microwave oven is not plug in.", "question_id": "kitchen_20_Q17", "reasoning": "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", "timestamp": "31:28", "type": [ "Cross-Modal Reasoning" ], "before_clip": 61 } ] }, "living_room_20": { "video_path": "data/videos/robot/living_room_20.mp4", "mem_path": "data/memory_graphs/robot/living_room_20.pkl", "qa_list": [ { "question": "Where does the robot take the cake from?", "answer": "Snack cabinet.", "question_id": "living_room_20_Q01", "reasoning": "Steve起身从沙发上起来去零食柜里拿了两瓶可乐和一包薯片。由此判断，蛋糕也在零食柜子里。", "timestamp": "05:09", "type": [ "General Knowledge Extraction" ], "before_clip": 9 }, { "question": "Where was the TV remote last placed?", "answer": "It's on the round table.", "question_id": "living_room_20_Q02", "reasoning": "拨了三次电视节目后，最后可以观察到电视遥控器在沙发扶手上最后他们走之前关闭电视时，放在了圆桌上。", "timestamp": "33:20", "type": [ "General Knowledge Extraction" ], "before_clip": 65 }, { "question": "How many times did Steve's favorite basketball star change teams?", "answer": "3 times.", "question_id": "living_room_20_Q03", "reasoning": "2003-2010 Cleveland Cavaliers 2010-2014 Miami Heat 2014-2018 Cleveland Cavaliers 2018-present Los Angeles Lakers说LeBron James换过几次，他换过3次，第一次应该不属于换队。", "timestamp": "33:20", "type": [ "Multi-Detail Reasoning" ], "before_clip": 65 }, { "question": "How many movies did Tom and Steve talk about?", "answer": "4", "question_id": "living_room_20_Q04", "reasoning": "Titanic, Star Trek, Lord of the Rings, Fast and Furious.", "timestamp": "33:20", "type": [ "Multi-Detail Reasoning" ], "before_clip": 65 }, { "question": "How many divisions of basketball players appeared?", "answer": "4 kinds.", "question_id": "living_room_20_Q05", "reasoning": "小前锋，大前锋，中锋，控卫", "timestamp": "33:20", "type": [ "Multi-Detail Reasoning" ], "before_clip": 65 }, { "question": "How many NBA basketball players did Tom and Steve talk about?", "answer": "3", "question_id": "living_room_20_Q06", "reasoning": "詹姆斯，史蒂芬，辛普森", "timestamp": "33:20", "type": [ "Multi-Detail Reasoning" ], "before_clip": 65 }, { "question": "How many bottles of coke came out of the snack cabinet?", "answer": "3 bottles.", "question_id": "living_room_20_Q07", "reasoning": "一瓶被Steve放在橱柜下，一瓶被Tom喝了，还有一瓶被Steve拿出来了。", "timestamp": "33:20", "type": [ "Multi-Detail Reasoning" ], "before_clip": 65 }, { "question": "Where does the robot take the TV remote control from?", "answer": "Coffee table.", "question_id": "living_room_20_Q08", "reasoning": "Steve播完电视后就放在了茶几上没有变化。", "timestamp": "10:22", "type": [ "General Knowledge Extraction" ], "before_clip": 19 }, { "question": "Where does the robot take Tom's coke to him?", "answer": "Coffee table.", "question_id": "living_room_20_Q09", "reasoning": "Tom喝完可乐后就放在茶几上，所以他的可乐一直在茶几上", "timestamp": "20:41", "type": [ "General Knowledge Extraction" ], "before_clip": 40 }, { "question": "Where does the robot take Steve's coke?", "answer": "Under the Cabinet.", "question_id": "living_room_20_Q10", "reasoning": "Steve从零食柜拿完可乐后就放在橱柜下面了。", "timestamp": "21:37", "type": [ "General Knowledge Extraction" ], "before_clip": 42 }, { "question": "Where does the robot throw the cake box?", "answer": "Garbage can.", "question_id": "living_room_20_Q11", "reasoning": "Tom觉得不能吃太多甜的，已经结束了，不再吃了，因此要扔到垃圾桶里", "timestamp": "32:01", "type": [ "General Knowledge Extraction" ], "before_clip": 63 }, { "question": "Where does the robot take Tom's coat?", "answer": "On the sofa.", "question_id": "living_room_20_Q12", "reasoning": "Tom在最开始就把外套放到了沙发上", "timestamp": "32:34", "type": [ "General Knowledge Extraction" ], "before_clip": 64 }, { "question": "How many types of programs did Steve and Tom watch through the TV?", "answer": "3 types.", "question_id": "living_room_20_Q13", "reasoning": "首先是音乐频道，然后是电影，最后是体育频道", "timestamp": "33:20", "type": [ "Multi-Detail Reasoning" ], "before_clip": 65 }, { "question": "What snacks were taken from the snack cabinet?", "answer": "Coke, Chips, Cake.", "question_id": "living_room_20_Q14", "reasoning": "Steve起身从沙发上起来去零食柜里拿了两瓶可乐和一包薯片。后续又让机器人去拿了蛋糕", "timestamp": "33:20", "type": [ "Multi-Detail Reasoning" ], "before_clip": 65 }, { "question": "Besides Titanic, what other movies did they discuss?", "answer": "Star Trek, Lord of the Rings, Fast and Furious.", "question_id": "living_room_20_Q15", "reasoning": "Tom向Steve展示的手办可见是泰坦尼克，星际穿越，指环王，速度与激情", "timestamp": "33:20", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 65 } ] }, "kitchen_18": { "video_path": "data/videos/robot/kitchen_18.mp4", "mem_path": "data/memory_graphs/robot/kitchen_18.pkl", "qa_list": [ { "question": "Is Bob's memory good?", "answer": "Not good", "question_id": "kitchen_18_Q01", "reasoning": "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。", "timestamp": "19:50", "type": [ "Person Understanding" ], "before_clip": 38 }, { "question": "How many times did Helen take photos?", "answer": "Twice", "question_id": "kitchen_18_Q02", "reasoning": "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。", "timestamp": "57:33", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 114 }, { "question": "Is Bob quite familiar with the procedures of cooking?", "answer": "No", "question_id": "kitchen_18_Q03", "reasoning": "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。", "timestamp": "57:33", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 114 }, { "question": "What quality of the ingredients does Bob value most when making food?", "answer": "The texture of the food", "question_id": "kitchen_18_Q04", "reasoning": "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。", "timestamp": "57:33", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 114 }, { "question": "How many times did Bob use oil?", "answer": "Twice", "question_id": "kitchen_18_Q05", "reasoning": "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。", "timestamp": "57:33", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 114 }, { "question": "What pot was used to make the beef curry?", "answer": "Pressure cooker", "question_id": "kitchen_18_Q06", "reasoning": "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。", "timestamp": "23:44", "type": [ "Cross-Modal Reasoning" ], "before_clip": 46 }, { "question": "What ingredients were taken from the fridge when they made the beef curry?", "answer": "Potatoes, carrots, red curries", "question_id": "kitchen_18_Q07", "reasoning": "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。", "timestamp": "23:44", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 46 }, { "question": "Where were the green peppers placed after being taken from the fridge?", "answer": "On the cutting board", "question_id": "kitchen_18_Q08", "reasoning": "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。", "timestamp": "31:22", "type": [ "General Knowledge Extraction" ], "before_clip": 61 }, { "question": "Is white sugar needed when making the scrambled egg with tomato?", "answer": "Yes", "question_id": "kitchen_18_Q09", "reasoning": "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。", "timestamp": "50:50", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 100 }, { "question": "What ingredient was put last when making the scrambled egg with tomato?", "answer": "Tomato", "question_id": "kitchen_18_Q10", "reasoning": "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。", "timestamp": "52:35", "type": [ "Multi-Hop Reasoning" ], "before_clip": 104 }, { "question": "Which dustbin should the robot change trash bag for?", "answer": "The yellow dustbin", "question_id": "kitchen_18_Q11", "reasoning": "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。", "timestamp": "53:03", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 105 }, { "question": "How many dishes did Bob cook?", "answer": "3", "question_id": "kitchen_18_Q12", "reasoning": "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。", "timestamp": "54:11", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 107 }, { "question": "Is Helen responsible?", "answer": "No", "question_id": "kitchen_18_Q13", "reasoning": "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。", "timestamp": "57:33", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 114 } ] }, "bedroom_11": { "video_path": "data/videos/robot/bedroom_11.mp4", "mem_path": "data/memory_graphs/robot/bedroom_11.pkl", "qa_list": [ { "question": "Where should the blue jacket on the bed go?", "answer": "In the second compartment.", "question_id": "bedroom_11_Q01", "reasoning": "Ella之前表示她觉得夹克衫应该挂在衣柜的第二层并且也确实挂在那里。", "timestamp": "09:46", "type": [ "General Knowledge Extraction" ], "before_clip": 18 }, { "question": "Does Ella like flowers?", "answer": "Yes", "question_id": "bedroom_11_Q02", "reasoning": "Ella曾表示需要用稀释的啤酒定期浇花，她对种花有自己的方法和理解，而且在他的房间里也种了很多花", "timestamp": "38:13", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 75 }, { "question": "Who is more knowledgeable about flowers?", "answer": "Ella", "question_id": "bedroom_11_Q03", "reasoning": "Ella曾表示需要用稀释的啤酒定期浇花，她对种花有自己的方法和理解,而且种了很多种类的花蓝色蓝花、茉莉花和夏菊......", "timestamp": "38:13", "type": [ "Person Understanding", "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 75 }, { "question": "who of the three knows more about fashion?", "answer": "Cora", "question_id": "bedroom_11_Q04", "reasoning": "Annie选了半天都没选出来。Cora给自己挑好之后，Cora又开始帮Annie挑选发饰，因此Cora很擅长搭配，对时尚更了解", "timestamp": "38:13", "type": [ "Person Understanding", "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 75 }, { "question": "where is the cell phone?", "answer": "On the dresser", "question_id": "bedroom_11_Q05", "reasoning": "手机最开始在Ella的包里面然后Annie一直在拿着Ella的另一个手机，当Annie进洗手间整理头发的时候把手机放在了梳妆台上，因此手机最后应该是在梳妆台上", "timestamp": "38:13", "type": [ "Multi-Detail Reasoning" ], "before_clip": 75 }, { "question": "Which bag should the robot pick?", "answer": "Blue one", "question_id": "bedroom_11_Q06", "reasoning": "Ella穿着蓝色的衬衫，同时他们希望可以和衣服搭配，因此蓝色的包刚好适配", "timestamp": "22:14", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 43 }, { "question": "What should the robot answer when offering advice to Cora？", "answer": "Regular watering of flowers with diluted beer", "question_id": "bedroom_11_Q07", "reasoning": "Ella曾表示需要用稀释的啤酒定期浇花，因此机器人的建议应保持相同", "timestamp": "24:54", "type": [ "Person Understanding" ], "before_clip": 48 }, { "question": "what color wrapper should the robot take?", "answer": "Yellow", "question_id": "bedroom_11_Q08", "reasoning": "Ella曾表示Cora最喜欢黄色了，因此包装纸可以选黄色", "timestamp": "25:51", "type": [ "General Knowledge Extraction" ], "before_clip": 50 }, { "question": "where should the yellow coat go?", "answer": "in the first compartment of the upper layer of the wardrobe.", "question_id": "bedroom_11_Q09", "reasoning": "Ella在最开始自己收拾衣服的时候表示厚外套可以放在上面柜子的第一层，而床上的黄色外套属于厚外套", "timestamp": "30:29", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 59 }, { "question": "Who has a better sense of time, Annie, Ella or Cora?", "answer": "Cora", "question_id": "bedroom_11_Q10", "reasoning": "Cora表示之前自己等他们俩等的花都谢了，因此COra肯定是先到地点，更具有时间观念", "timestamp": "38:13", "type": [ "Person Understanding", "Multi-Hop Reasoning" ], "before_clip": 75 }, { "question": "What flavor of perfume might Ella like?", "answer": "Heavily scented perfume", "question_id": "bedroom_11_Q11", "reasoning": "Ella让annie闻她喜欢的味道，Annie表示太浓烈了，因此Ella可能喜欢气味浓烈的", "timestamp": "38:13", "type": [ "Person Understanding" ], "before_clip": 75 }, { "question": "What flavor of perfume does Annie like?", "answer": "Perfume with a fresh and light scent", "question_id": "bedroom_11_Q12", "reasoning": "Annie曾表示味道清淡的香水就感觉很优雅，味道重的感觉太浓了", "timestamp": "38:13", "type": [ "Person Understanding" ], "before_clip": 75 } ] }, "kitchen_01": { "video_path": "data/videos/robot/kitchen_01.mp4", "mem_path": "data/memory_graphs/robot/kitchen_01.pkl", "qa_list": [ { "question": "Where should the robot get the cotton rope?", "answer": "Material box", "question_id": "kitchen_01_Q01", "reasoning": "Percy说过很多材料都在材料盒里，需要什么直接拿。", "timestamp": "06:30", "type": [ "General Knowledge Extraction" ], "before_clip": 12 }, { "question": "Who knows the birthday person better, Percy or Olinda?", "answer": "Percy", "question_id": "kitchen_01_Q02", "reasoning": "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。", "timestamp": "39:15", "type": [ "Person Understanding" ], "before_clip": 77 }, { "question": "How many tools are taken from the tool box?", "answer": "3", "question_id": "kitchen_01_Q03", "reasoning": "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。", "timestamp": "39:15", "type": [ "Multi-Detail Reasoning" ], "before_clip": 77 }, { "question": "How many times are the packaging tape used?", "answer": "Three times", "question_id": "kitchen_01_Q04", "reasoning": "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。", "timestamp": "39:15", "type": [ "Multi-Detail Reasoning" ], "before_clip": 77 }, { "question": "At what time of day may this scene take place?", "answer": "At dusk", "question_id": "kitchen_01_Q05", "reasoning": "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。", "timestamp": "39:15", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 77 }, { "question": "Where should the robot get the packaging tape?", "answer": "Tool box", "question_id": "kitchen_01_Q06", "reasoning": "Olinda说过很多工具和粘贴工具都在工具盒里，需要可以拿。", "timestamp": "11:00", "type": [ "General Knowledge Extraction" ], "before_clip": 21 }, { "question": "Where should the robot get the scissors?", "answer": "Tool box", "question_id": "kitchen_01_Q07", "reasoning": "Olinda说过很多工具和粘贴工具都在工具盒里，需要可以拿。", "timestamp": "12:07", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction" ], "before_clip": 23 }, { "question": "Where should the robot get the ribbon?", "answer": "Material box", "question_id": "kitchen_01_Q08", "reasoning": "Percy说过很多材料都在材料盒里，需要什么直接拿。", "timestamp": "15:31", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction" ], "before_clip": 30 }, { "question": "Where should the robot get the LED lignts？", "answer": "Material box", "question_id": "kitchen_01_Q09", "reasoning": "Percy说过很多材料都在材料盒里，需要什么直接拿。", "timestamp": "22:13", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction" ], "before_clip": 43 }, { "question": "Where should the robot get the table cloth themed with birthday？", "answer": "Material box", "question_id": "kitchen_01_Q10", "reasoning": "Percy说过很多材料都在材料盒里，需要什么直接拿。", "timestamp": "26:00", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction" ], "before_clip": 51 }, { "question": "Where's Olinda's cloth placed?", "answer": "On the back of the chair beside the table", "question_id": "kitchen_01_Q11", "reasoning": "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。", "timestamp": "26:24", "type": [ "General Knowledge Extraction" ], "before_clip": 51 }, { "question": "Where should the robot get the candles?", "answer": "In the top drawer of the cabinet under the material box.", "question_id": "kitchen_01_Q12", "reasoning": "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。", "timestamp": "34:14", "type": [ "General Knowledge Extraction" ], "before_clip": 67 }, { "question": "Where should the robot get the knife?", "answer": "In the cupboard under the stove.", "question_id": "kitchen_01_Q13", "reasoning": "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。", "timestamp": "36:21", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 71 } ] }, "living_room_01": { "video_path": "data/videos/robot/living_room_01.mp4", "mem_path": "data/memory_graphs/robot/living_room_01.pkl", "qa_list": [ { "question": "What does Anna want to eat?", "answer": "popcorn，nori", "question_id": "living_room_01_Q01", "reasoning": "Jane问Anne，Anna回答说除了爆米花，还要海苔", "timestamp": "18:57", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 36 }, { "question": "Where was the original position of the white pillow?", "answer": "on the right arm of sofa", "question_id": "living_room_01_Q02", "reasoning": "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", "timestamp": "33:21", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 65 }, { "question": "How many bottles of Coke did Emily drink?", "answer": "two times", "question_id": "living_room_01_Q03", "reasoning": "Emily一共命令Bob 两次去冰箱中拿可乐,而且她都基本喝完了。", "timestamp": "33:21", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 65 }, { "question": "What do Anna，Jane and Emily think of the movie?", "answer": "The film is scary at first and has a boring ending", "question_id": "living_room_01_Q04", "reasoning": "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", "timestamp": "33:21", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 65 }, { "question": "How many times did the yellow pillow move?", "answer": "4", "question_id": "living_room_01_Q05", "reasoning": "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", "timestamp": "33:21", "type": [ "Multi-Detail Reasoning" ], "before_clip": 65 }, { "question": "Where is the TV remote control?", "answer": "Near the sofa", "question_id": "living_room_01_Q06", "reasoning": "Bob前往沙发旁边拿到遥控器并打开了电视", "timestamp": "03:07", "type": [ "General Knowledge Extraction" ], "before_clip": 5 }, { "question": "What type of movie do Emily，Anna and Jane ultimately choose to watch?", "answer": "horror movie", "question_id": "living_room_01_Q07", "reasoning": "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", "timestamp": "11:39", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 22 }, { "question": "What type of milk tea should the robot make, hot or iced?", "answer": "hot milk tea", "question_id": "living_room_01_Q08", "reasoning": "Anne想喝冰奶茶，但是Jane说因为害怕，喝热奶茶会更好一点", "timestamp": "08:20", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 15 }, { "question": "Is Emily brave?", "answer": "Yes", "question_id": "living_room_01_Q09", "reasoning": "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", "timestamp": "19:06", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 37 }, { "question": "where is the yellow pillow?", "answer": "On the floor.", "question_id": "living_room_01_Q10", "reasoning": "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。", "timestamp": "19:42", "type": [ "Multi-Detail Reasoning" ], "before_clip": 38 }, { "question": "where should the robot get the popcorn", "answer": "in the right drawer of the TV cabinet", "question_id": "living_room_01_Q11", "reasoning": "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", "timestamp": "29:08", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 57 }, { "question": "Is it day or night when watching movies?", "answer": "daytime", "question_id": "living_room_01_Q12", "reasoning": "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", "timestamp": "33:21", "type": [ "Cross-Modal Reasoning", "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 65 }, { "question": "Is Anna timid?", "answer": "Yes", "question_id": "living_room_01_Q13", "reasoning": "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", "timestamp": "1:17", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 1 } ] }, "study_05": { "video_path": "data/videos/robot/study_05.mp4", "mem_path": "data/memory_graphs/robot/study_05.pkl", "qa_list": [ { "question": "Where is the color paper?", "answer": "In the top drawer of the rightmost bookcase", "question_id": "study_05_Q01", "reasoning": "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。", "timestamp": "03:45", "type": [ "General Knowledge Extraction" ], "before_clip": 6 }, { "question": "What items were taken out from the toolbox?", "answer": "Scissors and glue", "question_id": "study_05_Q02", "reasoning": "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。", "timestamp": "34:05", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 67 }, { "question": "How many trees were made in total?", "answer": "One", "question_id": "study_05_Q03", "reasoning": "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。", "timestamp": "34:05", "type": [ "Multi-Detail Reasoning" ], "before_clip": 67 }, { "question": "Do Raam and Quispe argue usually a lot?", "answer": "no", "question_id": "study_05_Q04", "reasoning": "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。", "timestamp": "34:05", "type": [ "Person Understanding", "Cross-Modal Reasoning" ], "before_clip": 67 }, { "question": "How many steps were needed to make the tree trunk?", "answer": "3", "question_id": "study_05_Q05", "reasoning": "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。", "timestamp": "13:48", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 26 }, { "question": "Where is the schoolbag?", "answer": "On the left of the desk", "question_id": "study_05_Q06", "reasoning": "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。", "timestamp": "20:31", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 40 }, { "question": "How many steps were needed to make the leaves?", "answer": "3", "question_id": "study_05_Q07", "reasoning": "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。", "timestamp": "22:39", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 44 }, { "question": "How many main steps are needed to make Thanksgiving tree?", "answer": "Five steps. ", "question_id": "study_05_Q08", "reasoning": "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。", "timestamp": "30:06", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 59 }, { "question": "What were the decorations of the Thanksgiving tree?", "answer": "Apples made of clay", "question_id": "study_05_Q09", "reasoning": "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。", "timestamp": "30:06", "type": [ "Multi-Detail Reasoning" ], "before_clip": 59 }, { "question": "What items were taken out from the pen holder?", "answer": "A pencil", "question_id": "study_05_Q10", "reasoning": "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。", "timestamp": "34:05", "type": [ "Cross-Modal Reasoning" ], "before_clip": 67 }, { "question": "Did Quispe just care about Raam's study but nothing else?", "answer": "no", "question_id": "study_05_Q11", "reasoning": "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。", "timestamp": "34:05", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 67 }, { "question": "How many times were the scissors used by Quispe?", "answer": "Three times", "question_id": "study_05_Q12", "reasoning": "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。", "timestamp": "34:05", "type": [ "Multi-Detail Reasoning" ], "before_clip": 67 } ] }, "study_11": { "video_path": "data/videos/robot/study_11.mp4", "mem_path": "data/memory_graphs/robot/study_11.pkl", "qa_list": [ { "question": "Where is Alex's coffee cup?", "answer": "Table.", "question_id": "study_11_Q01", "reasoning": "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", "timestamp": "07:33", "type": [ "General Knowledge Extraction" ], "before_clip": 14 }, { "question": "What kind of book would Chris want to read now?", "answer": "history books.", "question_id": "study_11_Q02", "reasoning": "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", "timestamp": "33:16", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 65 }, { "question": "Is Alex interested in mystery novels?", "answer": "yes", "question_id": "study_11_Q03", "reasoning": "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", "timestamp": "33:16", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 65 }, { "question": "Where is the new box brought by Chris?", "answer": "Bed.", "question_id": "study_11_Q04", "reasoning": "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", "timestamp": "15:52", "type": [ "General Knowledge Extraction" ], "before_clip": 30 }, { "question": "Does Chris have a good habit for picking up her own things?", "answer": "No.", "question_id": "study_11_Q05", "reasoning": "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", "timestamp": "23:43", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 46 }, { "question": "Does Robot turn on the conditioner in heating mode or cooling mode?", "answer": "Heating.", "question_id": "study_11_Q06", "reasoning": "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", "timestamp": "25:36", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 50 }, { "question": "Does Chris enjoy history books now?", "answer": "Yes.", "question_id": "study_11_Q07", "reasoning": "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", "timestamp": "33:16", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 65 }, { "question": "What is Alex's profession?", "answer": "programmer", "question_id": "study_11_Q08", "reasoning": "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", "timestamp": "33:16", "type": [ "Person Understanding" ], "before_clip": 65 }, { "question": "Who has a lot of free time now，Alex or Chris?", "answer": "Alex", "question_id": "study_11_Q09", "reasoning": "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", "timestamp": "33:16", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 65 }, { "question": "Does Chris like poetry?", "answer": "A little bit.", "question_id": "study_11_Q10", "reasoning": "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", "timestamp": "33:16", "type": [ "Person Understanding" ], "before_clip": 65 } ] }, "kitchen_11": { "video_path": "data/videos/robot/kitchen_11.mp4", "mem_path": "data/memory_graphs/robot/kitchen_11.pkl", "qa_list": [ { "question": "Which chopping board should be used to cut orange?", "answer": "The grey chopping board.", "question_id": "kitchen_11_Q01", "reasoning": "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", "timestamp": "13:46", "type": [ "Multi-Detail Reasoning" ], "before_clip": 26 }, { "question": "Who values order and cleanliness more? Micky or Alice?", "answer": "Micky.", "question_id": "kitchen_11_Q02", "reasoning": "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", "timestamp": "38:19", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 75 }, { "question": "Does Alice like dogs?", "answer": "Yes.", "question_id": "kitchen_11_Q03", "reasoning": "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", "timestamp": "38:19", "type": [ "Person Understanding", "Cross-Modal Reasoning" ], "before_clip": 75 }, { "question": "Does Micky like feeding pets?", "answer": "No.", "question_id": "kitchen_11_Q04", "reasoning": "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", "timestamp": "38:19", "type": [ "Person Understanding" ], "before_clip": 75 }, { "question": "What topic did Alice keep discussing with Micky after she saw a Husky in a book?", "answer": "Feeding a dog or not.", "question_id": "kitchen_11_Q05", "reasoning": "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", "timestamp": "38:19", "type": [ "Person Understanding" ], "before_clip": 75 }, { "question": "Who is more industrious? Micky or Alice?", "answer": "Micky.", "question_id": "kitchen_11_Q06", "reasoning": "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", "timestamp": "38:19", "type": [ "Person Understanding", "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 75 }, { "question": "What food does Alice hate?", "answer": "Tomato.", "question_id": "kitchen_11_Q07", "reasoning": "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", "timestamp": "38:19", "type": [ "Person Understanding" ], "before_clip": 75 }, { "question": "Is the coaster used when Alice uses cup?", "answer": "No.", "question_id": "kitchen_11_Q08", "reasoning": "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", "timestamp": "38:19", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 75 }, { "question": "On which shelf from the top is the plate in the cabinet?", "answer": "In the last floor of the cabinet.", "question_id": "kitchen_11_Q09", "reasoning": "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", "timestamp": "17:01", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 33 }, { "question": "How to deal with the cup Alice using to drink orange juice?", "answer": "Wash it and put it on the topmost cabinet.", "question_id": "kitchen_11_Q10", "reasoning": "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", "timestamp": "18:27", "type": [ "Multi-Detail Reasoning" ], "before_clip": 35 }, { "question": "What should be prepared when using cup?", "answer": "Coaster.", "question_id": "kitchen_11_Q11", "reasoning": "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", "timestamp": "22:26", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction" ], "before_clip": 43 }, { "question": "Which juice should be choosen?", "answer": "Orange juice.", "question_id": "kitchen_11_Q12", "reasoning": "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", "timestamp": "26:05", "type": [ "Multi-Detail Reasoning" ], "before_clip": 51 }, { "question": "What picnic items need to be taken?", "answer": "Pads, picnic baskets, and sunshades.", "question_id": "kitchen_11_Q13", "reasoning": "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", "timestamp": "31:26", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 61 }, { "question": "Where is the sun hat?", "answer": "On the dinning table.", "question_id": "kitchen_11_Q14", "reasoning": "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", "timestamp": "38:07", "type": [ "General Knowledge Extraction" ], "before_clip": 75 }, { "question": "What is the main dish for the picnic?", "answer": "Bread with jam.", "question_id": "kitchen_11_Q15", "reasoning": "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", "timestamp": "38:19", "type": [ "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 75 } ] }, "bedroom_10": { "video_path": "data/videos/robot/bedroom_10.mp4", "mem_path": "data/memory_graphs/robot/bedroom_10.pkl", "qa_list": [ { "question": "Is the air conditioner currently heating up?", "answer": "no", "question_id": "bedroom_10_Q01", "reasoning": "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。", "timestamp": "31:55", "type": [ "General Knowledge Extraction" ], "before_clip": 62 }, { "question": "Which color does Lucky like?", "answer": "Yellow.", "question_id": "bedroom_10_Q02", "reasoning": "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", "timestamp": "31:55", "type": [ "Person Understanding", "Cross-Modal Reasoning" ], "before_clip": 62 }, { "question": "Is Sarah outgoing?", "answer": "Yes.", "question_id": "bedroom_10_Q03", "reasoning": "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", "timestamp": "31:55", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 62 }, { "question": "What's the relationship between Sarah and Lucky?", "answer": "Friends.", "question_id": "bedroom_10_Q04", "reasoning": "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", "timestamp": "31:55", "type": [ "Person Understanding" ], "before_clip": 62 }, { "question": "Which writer does Sarah like?", "answer": "Hugo.", "question_id": "bedroom_10_Q05", "reasoning": "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", "timestamp": "31:55", "type": [ "Person Understanding" ], "before_clip": 62 }, { "question": "Where should the cap be placed?", "answer": "It should be placed in the cabinet on the left side of the wardrobe.", "question_id": "bedroom_10_Q06", "reasoning": "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", "timestamp": "03:32", "type": [ "General Knowledge Extraction" ], "before_clip": 6 }, { "question": "Where is the book Lucky read just now?", "answer": "Bedside table.", "question_id": "bedroom_10_Q07", "reasoning": "在Sarah打开电熨斗的时候，Luca把看完的书放在了床头柜上", "timestamp": "06:46", "type": [ "Multi-Hop Reasoning" ], "before_clip": 12 }, { "question": "Which clothes should Sarah wear tomorrow?", "answer": "A pink jacket and a sweatshirt.", "question_id": "bedroom_10_Q08", "reasoning": "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", "timestamp": "10:26", "type": [ "Person Understanding", "Cross-Modal Reasoning" ], "before_clip": 19 }, { "question": "What clothes did Lucky decide to wear for tomorrow?", "answer": "Yellow hoodie.", "question_id": "bedroom_10_Q09", "reasoning": "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", "timestamp": "19:46", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 38 }, { "question": "Where should the clothes be placed?", "answer": "It should be placed in the cabinet on the left side of the wardrobe.", "question_id": "bedroom_10_Q10", "reasoning": "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", "timestamp": "23:36", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 46 }, { "question": "How did Sarch and Lucky meet?", "answer": "Reading party.", "question_id": "bedroom_10_Q11", "reasoning": "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", "timestamp": "31:55", "type": [ "Person Understanding", "Cross-Modal Reasoning" ], "before_clip": 62 }, { "question": "What's the common interest of Lucky and Sarah？", "answer": "Reading.", "question_id": "bedroom_10_Q12", "reasoning": "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", "timestamp": "31:55", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 62 } ] }, "living_room_15": { "video_path": "data/videos/robot/living_room_15.mp4", "mem_path": "data/memory_graphs/robot/living_room_15.pkl", "qa_list": [ { "question": "why did Betty set up a ten-minute reminder?", "answer": "She wants to take out the iced drinks.", "question_id": "living_room_15_Q01", "reasoning": "Betty曾去帮Yancy拿饮料，然后她找到了常温的饮料，问Yancy想不想喝，Yancy说想喝冰饮料，于是Betty去把两瓶饮料放进冰箱。她重新出现后就说10分钟后提醒她，因此推测她应该是要在10分钟后拿出冰镇过的饮料。", "timestamp": "14:03", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 27 }, { "question": "Are Alice and Yancy naughty?", "answer": "Yes", "question_id": "living_room_15_Q02", "reasoning": "刚开始Alice和Yancy下完棋后，一直在客厅里嬉戏打闹，还用枕头互相扔对方。后来Alice又提议捉弄一下Betty，藏起来让Betty找不到，Yancy听到这个计划之后马上就兴奋了，于是两人都藏起来吓唬Betty。可以看出这两人是比较调皮的。", "timestamp": "34:37", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 68 }, { "question": "What does Yancy like to eat?", "answer": "Apples and Spaghetti.", "question_id": "living_room_15_Q03", "reasoning": "Alice曾提到过要买些水果或蔬菜，问其他两人要什么，Yancy说想要苹果，因此她应该喜欢吃苹果。后来Yancy和Betty都饿了的时候，Betty问她晚餐要不要吃米饭，Yancy说不要，她想吃意大利面。再后来三人讨论菜品的时候，Yancy又说也许可以尝试做一下奶油培根意大利面，因此Yancy应该喜欢意大利面。所以Yancy喜欢吃的东西有苹果和意大利面。", "timestamp": "34:37", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 68 }, { "question": "where are apples?", "answer": "On the table of the kitchen", "question_id": "living_room_15_Q04", "reasoning": "Alice出门买完东西回来之后，把包放到了厨房的桌子上。然后Alice让另外两人猜猜她买了什么，Yancy猜中了，是苹果。而且三人到最后都没有移动过苹果，因此水果还在厨房的桌子上。", "timestamp": "34:37", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 68 }, { "question": "Where can the robot get the iced drinks?", "answer": "In the fridge", "question_id": "living_room_15_Q05", "reasoning": "早前Yancy说想喝饮料，于是Betty去帮她拿，拿到之后发现是常温的，Yancy说她喜欢冰饮料，所以Betty帮她放到了冰箱。因此应该到冰箱拿冰镇饮料。", "timestamp": "16:52", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 32 }, { "question": "Who should the robot hand over the iced drinks?", "answer": "Yancy", "question_id": "living_room_15_Q06", "reasoning": "早前Yancy说想喝饮料，于是Betty去帮她拿，拿到之后发现是常温的，Yancy说她喜欢冰饮料，所以Betty帮她放到了冰箱。因此冰镇饮料应该递给Yancy。", "timestamp": "16:52", "type": [ "Person Understanding", "Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 32 }, { "question": "What does Yancy like to drink?", "answer": "Iced water", "question_id": "living_room_15_Q07", "reasoning": "早前Yancy说自己喜欢喝冰的饮料，然后Betty帮她把常温的可乐和矿泉水放进了冰箱。后来Yancy拿到冰镇过的水和可乐之后，把可乐给了Betty，自己喝了水，喝完还说很提神。因此Yancy喜欢喝的是冰镇矿泉水。", "timestamp": "17:57", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 34 }, { "question": "Where should the robot get Alice's shoes now?", "answer": "Beside the big sofa. ; Alice's shoes were put behind the right armrest of the three-seater sofa.", "question_id": "living_room_15_Q08", "reasoning": "早前Alice和Yancy约好要藏起来，让Betty以为家里没人，两人还说要把鞋子藏起来，然后Alice说把鞋藏到沙发，于是两人的鞋子都被藏在了沙发隔壁。因此应该到沙发隔壁拿Alice的鞋子。两种回答都是对一个位置的描述，但个人感觉第一轮回答优于原回答", "timestamp": "18:38", "type": [ "Multi-Detail Reasoning" ], "before_clip": 36 }, { "question": "Where is the air-conditioning remote control now?", "answer": "On the sofa nearest to the door", "question_id": "living_room_15_Q09", "reasoning": "Betty和Yancy曾讨论说很热，要开空调，然后Yancy拿到空调遥控器后，将空调温度调到了24度。调完之后Yancy将空调遥控器放在了自己正在坐的沙发上，也就是离门口最近的沙发。后来三人没有再移动过遥控器。因此空调遥控器还在离门口最近的沙发上。", "timestamp": "34:11", "type": [ "Multi-Detail Reasoning" ], "before_clip": 67 }, { "question": "What did Alice drink in total?", "answer": "Water and Cola", "question_id": "living_room_15_Q10", "reasoning": "Alice去买菜之前喝了一瓶常温矿泉水，买菜回来后可能觉得很热，问另外两人可乐在哪里，然后去冰箱拿了冰镇可乐喝。因此Alice喝过水和可乐。", "timestamp": "34:11", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 67 }, { "question": "How many times was Betty surprised?", "answer": "Twice", "question_id": "living_room_15_Q11", "reasoning": "Alice和Yancy计划好吓唬Betty，于是她们藏了起来。Betty进来之后没发现她们，然后拿遥控器的时候被突然出现的Yancy吓了一跳，去门口的时候又被Alice吓了一大跳，而且被吓到说了一句脏话。因此Betty被吓到过两次。", "timestamp": "34:11", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 67 }, { "question": "Who is the best at playing chess?", "answer": "Betty", "question_id": "living_room_15_Q12", "reasoning": "刚开始Alice和Yancy就在下棋，下棋过程中Yancy说觉得自己每一步棋都被堵住了，然后Yancy真的输了。因此Alice下棋是比Yancy强的。后来Betty和Alice也下了棋，下之前Betty就说自己每天都在网上下棋，下棋过程中Alice还说Betty肯定在偷偷练习了，言下之意就是Betty的下棋技术好，然后Betty还形容自己为棋王，最后Alice害怕地说自己不能再和Betty下棋了，于是Betty问Yancy要不要换上来，Yancy说不要，她一直都输。因此下棋最厉害的是Betty。", "timestamp": "34:11", "type": [ "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 67 } ] }, "bedroom_04": { "video_path": "data/videos/robot/bedroom_04.mp4", "mem_path": "data/memory_graphs/robot/bedroom_04.pkl", "qa_list": [ { "question": "What important things should be paid attention to when applying nail polish?", "answer": "Control dosage and intensity.", "question_id": "bedroom_04_Q01", "reasoning": "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", "timestamp": "27:31", "type": [ "General Knowledge Extraction", "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 54 }, { "question": "Which actor did Mia like better previously?", "answer": "Little Lee.", "question_id": "bedroom_04_Q02", "reasoning": "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", "timestamp": "27:31", "type": [ "Person Understanding" ], "before_clip": 54 }, { "question": "Why does Mia have great stress recently?", "answer": "Too busy.", "question_id": "bedroom_04_Q03", "reasoning": "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", "timestamp": "27:31", "type": [ "Person Understanding" ], "before_clip": 54 }, { "question": "Does Mia often stay up late?", "answer": "Yes.", "question_id": "bedroom_04_Q04", "reasoning": "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", "timestamp": "27:31", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 54 }, { "question": "What clothing style dose Emma like?", "answer": "Vintage style.", "question_id": "bedroom_04_Q05", "reasoning": "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", "timestamp": "27:31", "type": [ "Person Understanding" ], "before_clip": 54 }, { "question": "What clothing style dose Mia like now?", "answer": "Korean style.", "question_id": "bedroom_04_Q06", "reasoning": "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", "timestamp": "27:31", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 54 }, { "question": "What color of nail polish does Mia want?", "answer": "Black.", "question_id": "bedroom_04_Q07", "reasoning": "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", "timestamp": "07:12", "type": [ "Person Understanding" ], "before_clip": 13 }, { "question": "What does Emma want to eat?", "answer": "Chocolate.", "question_id": "bedroom_04_Q08", "reasoning": "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", "timestamp": "24:30", "type": [ "Person Understanding", "Cross-Modal Reasoning" ], "before_clip": 48 }, { "question": "What does Mia want to eat?", "answer": "Potato chips.", "question_id": "bedroom_04_Q09", "reasoning": "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", "timestamp": "24:31", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 48 }, { "question": "What coffee does Emma like to drink?", "answer": "Black coffee.", "question_id": "bedroom_04_Q10", "reasoning": "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", "timestamp": "27:31", "type": [ "Person Understanding" ], "before_clip": 54 }, { "question": "Why did Mia like to read the magazines she is reading now when she was a child?", "answer": "Because she wants to be beautiful.", "question_id": "bedroom_04_Q11", "reasoning": "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", "timestamp": "27:31", "type": [ "Person Understanding" ], "before_clip": 54 } ] }, "living_room_02": { "video_path": "data/videos/robot/living_room_02.mp4", "mem_path": "data/memory_graphs/robot/living_room_02.pkl", "qa_list": [ { "question": "Where should the remote control be placed?", "answer": "in the cabinet next to the bed", "question_id": "living_room_02_Q01", "reasoning": "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。", "timestamp": "07:28", "type": [ "Cross-Modal Reasoning" ], "before_clip": 13 }, { "question": "When is Jack's birthday?", "answer": "May 4th", "question_id": "living_room_02_Q02", "reasoning": "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。", "timestamp": "34:41", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 68 }, { "question": "Did Jack fold the paper cranes?", "answer": "No", "question_id": "living_room_02_Q03", "reasoning": "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。", "timestamp": "34:41", "type": [ "Multi-Hop Reasoning" ], "before_clip": 68 }, { "question": "Does Jack have a healthy routine?", "answer": "No", "question_id": "living_room_02_Q04", "reasoning": "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", "timestamp": "34:41", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 68 }, { "question": "Is Lisa a slacker?", "answer": "Yes", "question_id": "living_room_02_Q05", "reasoning": "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", "timestamp": "34:41", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 68 }, { "question": "Did Jack watch TV with Lisa?", "answer": "No", "question_id": "living_room_02_Q06", "reasoning": "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。", "timestamp": "07:28", "type": [ "Person Understanding" ], "before_clip": 13 }, { "question": "Where should the medicine box be placed back?", "answer": "On the windowsill behind the curtain.", "question_id": "living_room_02_Q07", "reasoning": "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", "timestamp": "11:42", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 22 }, { "question": "Where should the scissors be placed back?", "answer": "On the shoe cabinet", "question_id": "living_room_02_Q08", "reasoning": "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", "timestamp": "19:01", "type": [ "General Knowledge Extraction" ], "before_clip": 37 }, { "question": "Who wants to eat the ham sausage?", "answer": "Jack", "question_id": "living_room_02_Q09", "reasoning": "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。", "timestamp": "26:24", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 51 }, { "question": "Where should the book Sherlock Holmes be placed?", "answer": "Second bookcase from the right, center shelf.", "question_id": "living_room_02_Q10", "reasoning": "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。", "timestamp": "34:04", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction" ], "before_clip": 67 }, { "question": "What does Lisa do?", "answer": "A student", "question_id": "living_room_02_Q11", "reasoning": "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。", "timestamp": "34:41", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 68 }, { "question": "Does Lisa like reading ？", "answer": "Yes", "question_id": "living_room_02_Q12", "reasoning": "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", "timestamp": "34:41", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 68 } ] }, "living_room_07": { "video_path": "data/videos/robot/living_room_07.mp4", "mem_path": "data/memory_graphs/robot/living_room_07.pkl", "qa_list": [ { "question": "Where can the robot get the ballons?", "answer": "In the green box", "question_id": "living_room_07_Q01", "reasoning": "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。", "timestamp": "05:44", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction" ], "before_clip": 10 }, { "question": "Does Mia care about tidiness?", "answer": "Yes", "question_id": "living_room_07_Q02", "reasoning": "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。", "timestamp": "32:57", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 64 }, { "question": "How many years ago did Mia, Bella and Dave meet?", "answer": "6 years ago", "question_id": "living_room_07_Q03", "reasoning": "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。", "timestamp": "32:57", "type": [ "Multi-Detail Reasoning" ], "before_clip": 64 }, { "question": "Who is the least sensitive to time, Dave，Bella or Mia?", "answer": "Bella", "question_id": "living_room_07_Q04", "reasoning": "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", "timestamp": "32:57", "type": [ "Person Understanding", "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 64 }, { "question": "What color does Mia prefer?", "answer": "Pink", "question_id": "living_room_07_Q05", "reasoning": "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。", "timestamp": "32:57", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 64 }, { "question": "What color ribbon should be used to decorate the Christmas tree?", "answer": "Pink", "question_id": "living_room_07_Q06", "reasoning": "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。", "timestamp": "06:59", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 12 }, { "question": "From what color box should the ribbons be taken?", "answer": "In the green box", "question_id": "living_room_07_Q07", "reasoning": "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。", "timestamp": "06:59", "type": [ "Cross-Modal Reasoning" ], "before_clip": 12 }, { "question": "What fruit should the robot take to Dave?", "answer": "Mango", "question_id": "living_room_07_Q08", "reasoning": "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。", "timestamp": "27:07", "type": [ "Multi-Detail Reasoning" ], "before_clip": 53 }, { "question": "What drink should the robot take to Bella?", "answer": "Cocona milk", "question_id": "living_room_07_Q09", "reasoning": "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。", "timestamp": "29:27", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 57 }, { "question": "what time should the robot adjust the clock to?", "answer": "About 5:55", "question_id": "living_room_07_Q10", "reasoning": "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。", "timestamp": "32:57", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 64 }, { "question": "Who is more careful, Mia or Dave?", "answer": "Mia", "question_id": "living_room_07_Q11", "reasoning": "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。", "timestamp": "32:57", "type": [ "Person Understanding", "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 64 }, { "question": "Is Mia good at planning?", "answer": "Yes", "question_id": "living_room_07_Q12", "reasoning": "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。", "timestamp": "32:57", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 64 } ] }, "living_room_24": { "video_path": "data/videos/robot/living_room_24.mp4", "mem_path": "data/memory_graphs/robot/living_room_24.pkl", "qa_list": [ { "question": "What kind of movies and TV programs does Anna like?", "answer": "Realistic ones", "question_id": "living_room_24_Q01", "reasoning": "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。", "timestamp": "05:34", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 10 }, { "question": "Did Anna often tidy up the room?", "answer": "Yes", "question_id": "living_room_24_Q02", "reasoning": "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。", "timestamp": "31:44", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 62 }, { "question": "How many bags of chip did they eat?", "answer": "1", "question_id": "living_room_24_Q03", "reasoning": "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。", "timestamp": "31:44", "type": [ "Multi-Detail Reasoning" ], "before_clip": 62 }, { "question": "What snacks and drinks did Michy bring?", "answer": "Bread and Cola", "question_id": "living_room_24_Q04", "reasoning": "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。", "timestamp": "31:44", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 62 }, { "question": "What was thrown into the dustbin?", "answer": "Chip packaging bag and dirty tissues", "question_id": "living_room_24_Q05", "reasoning": "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。", "timestamp": "31:44", "type": [ "Multi-Detail Reasoning" ], "before_clip": 62 }, { "question": "Where should the robot get Tom's phone?", "answer": "On the corner of the tea table.", "question_id": "living_room_24_Q06", "reasoning": "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。", "timestamp": "08:01", "type": [ "General Knowledge Extraction" ], "before_clip": 15 }, { "question": "Where can the robot get the remote control to turn off the TV?", "answer": "On the TV cabinet.", "question_id": "living_room_24_Q07", "reasoning": "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。", "timestamp": "09:36", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 18 }, { "question": "Where can the robot get Micky's jacket?", "answer": "On the bed in the bedroom", "question_id": "living_room_24_Q08", "reasoning": "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。", "timestamp": "10:45", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 20 }, { "question": "Where should the robot find Michy's bag?", "answer": "In the entryway", "question_id": "living_room_24_Q09", "reasoning": "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。", "timestamp": "12:54", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 24 }, { "question": "Where should the robot get the cup Anna just used?", "answer": "On the tea table", "question_id": "living_room_24_Q10", "reasoning": "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。", "timestamp": "13:52", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 26 }, { "question": "Where should the robot get the playing cards?", "answer": "In the drawer below the TV", "question_id": "living_room_24_Q11", "reasoning": "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。", "timestamp": "17:45", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 34 }, { "question": "Who won the most games?", "answer": "Micky.", "question_id": "living_room_24_Q12", "reasoning": "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", "timestamp": "25:29", "type": [ "Cross-Modal Reasoning", "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 49 } ] }, "bedroom_07": { "video_path": "data/videos/robot/bedroom_07.mp4", "mem_path": "data/memory_graphs/robot/bedroom_07.pkl", "qa_list": [ { "question": "Where should the robot bring orange juice? Snack stroage rack or fridge?", "answer": "Snack stroage rack.", "question_id": "bedroom_07_Q01", "reasoning": "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", "timestamp": "07:26", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 13 }, { "question": "What kind of movie does Alex like to see?", "answer": "Horror movie.", "question_id": "bedroom_07_Q02", "reasoning": "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", "timestamp": "31:01", "type": [ "Person Understanding" ], "before_clip": 61 }, { "question": "Do Amanda, Alex and Jinx have a good relationship?", "answer": "Yes.", "question_id": "bedroom_07_Q03", "reasoning": "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", "timestamp": "31:01", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 61 }, { "question": "Is there a wardrobe in Jinx's bedroom?", "answer": "Yes, there is.", "question_id": "bedroom_07_Q04", "reasoning": "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。", "timestamp": "31:01", "type": [ "Cross-Modal Reasoning", "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 61 }, { "question": "Is robot allowed to tidy up everywhere in Jinx's home?", "answer": "No.", "question_id": "bedroom_07_Q05", "reasoning": "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", "timestamp": "31:01", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 61 }, { "question": "Is Alex an indomitable or a causal boy?", "answer": "An indomitable boy.", "question_id": "bedroom_07_Q06", "reasoning": "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", "timestamp": "31:01", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 61 }, { "question": "Which is Jins's favourite drink? Cola, coffee or orange juice?", "answer": "Cola.", "question_id": "bedroom_07_Q07", "reasoning": "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", "timestamp": "31:01", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 61 }, { "question": "Where should the robot bring dress?", "answer": "Wardrobe.", "question_id": "bedroom_07_Q08", "reasoning": "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", "timestamp": "09:15", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 17 }, { "question": "Where should the robot bring out pajamas pants for Jinx?", "answer": "It should bring it form wardrobe.", "question_id": "bedroom_07_Q09", "reasoning": "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", "timestamp": "13:06", "type": [ "Multi-Detail Reasoning" ], "before_clip": 25 }, { "question": "Where should the robot go to get a chair?", "answer": "Near the snack stroage rack.", "question_id": "bedroom_07_Q10", "reasoning": "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", "timestamp": "15:03", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 29 }, { "question": "Where should the robot get glue?", "answer": "The compartment in the left cabinet near the door.", "question_id": "bedroom_07_Q11", "reasoning": "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", "timestamp": "22:04", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 43 }, { "question": "On which side of Amanda was Alex sitting when he told the robot to get the glue?", "answer": "Right.", "question_id": "bedroom_07_Q12", "reasoning": "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", "timestamp": "22:05", "type": [ "Person Understanding", "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 43 }, { "question": "Why does Alex think Amanda is done for?", "answer": "Because Jinx can's accept that others who don't wear their pajamas pants sit in her bed.", "question_id": "bedroom_07_Q13", "reasoning": "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", "timestamp": "31:01", "type": [ "Person Understanding", "Cross-Modal Reasoning" ], "before_clip": 61 }, { "question": "What color of cap should Jinx wear when going out?", "answer": "pink.", "question_id": "bedroom_07_Q14", "reasoning": "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", "timestamp": "31:01", "type": [ "Person Understanding", "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 61 }, { "question": "What type of TV series did Amanda mention that Alex doesn't like?", "answer": "Comedy.", "question_id": "bedroom_07_Q15", "reasoning": "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", "timestamp": "31:01", "type": [ "Person Understanding" ], "before_clip": 61 } ] }, "kitchen_03": { "video_path": "data/videos/robot/kitchen_03.mp4", "mem_path": "data/memory_graphs/robot/kitchen_03.pkl", "qa_list": [ { "question": "Where should the spinach be placed in the silver fridge?", "answer": "In the fridge drawer.", "question_id": "kitchen_03_Q01", "reasoning": "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。", "timestamp": "01:40", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 2 }, { "question": "What are wiped by the dishcloth?", "answer": "The countertop, the refrigerator, and the window.", "question_id": "kitchen_03_Q02", "reasoning": "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。", "timestamp": "32:12", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 63 }, { "question": "Where did the robot throw the expired ingredients?", "answer": "The dust bin", "question_id": "kitchen_03_Q03", "reasoning": "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。", "timestamp": "33:46", "type": [ "Cross-Modal Reasoning" ], "before_clip": 66 }, { "question": "What vegetables did Saxon and Tamera buy?", "answer": "Chinese cabbage, spinach, carrot and broccoli. ", "question_id": "kitchen_03_Q04", "reasoning": "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。", "timestamp": "36:53", "type": [ "Multi-Detail Reasoning" ], "before_clip": 72 }, { "question": "What is in the cabinet?", "answer": "seasoning bottle, storage bag, and ingredients", "question_id": "kitchen_03_Q05", "reasoning": "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。", "timestamp": "36:53", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 72 }, { "question": "Do Saxon and Tamera both care about tidiness?", "answer": "Yes", "question_id": "kitchen_03_Q06", "reasoning": "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", "timestamp": "36:53", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 72 }, { "question": "In which section of the silver fridge did the robot put the broccoli?", "answer": "In the fruit section of the silver fridge.", "question_id": "kitchen_03_Q07", "reasoning": "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", "timestamp": "3:58", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 6 }, { "question": "What kind of seafood will be in the dinner?", "answer": "Fish", "question_id": "kitchen_03_Q08", "reasoning": "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。", "timestamp": "11:29", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 21 }, { "question": "Where does the robot put the milk?", "answer": "In the cooling section.", "question_id": "kitchen_03_Q09", "reasoning": "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。", "timestamp": "14:38", "type": [ "Multi-Detail Reasoning" ], "before_clip": 28 }, { "question": "Where does the robot get the seasoning bottle from?", "answer": "In the cabinet.", "question_id": "kitchen_03_Q10", "reasoning": "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。", "timestamp": "16:17", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 31 }, { "question": "Besides onions, what other ingredient hasn't been bought this week?", "answer": "Potatos, frozen tofu, and fish balls.", "question_id": "kitchen_03_Q11", "reasoning": "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。", "timestamp": "26:47", "type": [ "Multi-Detail Reasoning" ], "before_clip": 52 }, { "question": "Where did the robot get the notebook for recording the shopping list from?", "answer": "On the table with the pen holder.", "question_id": "kitchen_03_Q12", "reasoning": "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", "timestamp": "25:19", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 49 }, { "question": "How many pieces of information are newly added in the shopping list?", "answer": "nine", "question_id": "kitchen_03_Q13", "reasoning": "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。", "timestamp": "27:08", "type": [ "Multi-Detail Reasoning" ], "before_clip": 53 }, { "question": "Where does the robot put the pen back?", "answer": "The pen holder ; In the jar on the desk.", "question_id": "kitchen_03_Q14", "reasoning": "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。", "timestamp": "27:23", "type": [ "Multi-Detail Reasoning" ], "before_clip": 53 } ] }, "kitchen_02": { "video_path": "data/videos/robot/kitchen_02.mp4", "mem_path": "data/memory_graphs/robot/kitchen_02.pkl", "qa_list": [ { "question": "What the ingredients brought by Wiliiam's mother are available for dinner?", "answer": "Tomatoes, letteuce and mushrooms", "question_id": "kitchen_02_Q01", "reasoning": "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。", "timestamp": "02:54", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 4 }, { "question": "Did the croutons turn out well for the first time?", "answer": "No", "question_id": "kitchen_02_Q02", "reasoning": "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。", "timestamp": "50:26", "type": [ "Person Understanding" ], "before_clip": 99 }, { "question": "Who is more familiar with the procedures of making pasta， Emma or William?", "answer": "Emma", "question_id": "kitchen_02_Q03", "reasoning": "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。", "timestamp": "50:26", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 99 }, { "question": "Is William stubborn?", "answer": "no", "question_id": "kitchen_02_Q04", "reasoning": "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", "timestamp": "50:26", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 99 }, { "question": "What vegetables should the robot put into the sink?", "answer": "Tomatoes, letteuce and mushrooms", "question_id": "kitchen_02_Q05", "reasoning": "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。", "timestamp": "03:23", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 5 }, { "question": "Where can the robot get the recipe?", "answer": "On the TV cabinet", "question_id": "kitchen_02_Q06", "reasoning": "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。", "timestamp": "05:11", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 9 }, { "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?", "answer": "Mango for William and blueberry for Emma", "question_id": "kitchen_02_Q07", "reasoning": "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。", "timestamp": "45:42", "type": [ "Multi-Detail Reasoning" ], "before_clip": 90 }, { "question": "Did William care about the hygiene?", "answer": "Yes", "question_id": "kitchen_02_Q08", "reasoning": "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。", "timestamp": "50:26", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 99 }, { "question": "Can William and Emma cook without any help?", "answer": "No", "question_id": "kitchen_02_Q09", "reasoning": "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。", "timestamp": "50:26", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 99 }, { "question": "Did William and Emma cook by themselves, or by following the recipes?", "answer": "By following the recipes", "question_id": "kitchen_02_Q10", "reasoning": "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。", "timestamp": "50:26", "type": [ "Multi-Detail Reasoning" ], "before_clip": 99 }, { "question": "Did William treat Emma well?", "answer": "yes", "question_id": "kitchen_02_Q11", "reasoning": "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。", "timestamp": "50:26", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 99 } ] }, "study_18": { "video_path": "data/videos/robot/study_18.mp4", "mem_path": "data/memory_graphs/robot/study_18.pkl", "qa_list": [ { "question": "Where does the robot retrieve the character sample reference book?", "answer": "The top of the black storage shelf", "question_id": "study_18_Q01", "reasoning": "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。", "timestamp": "04:52", "type": [ "Multi-Detail Reasoning" ], "before_clip": 8 }, { "question": "How many times was the poster printed?", "answer": "six", "question_id": "study_18_Q02", "reasoning": "从视频的开头至结尾，Jack一共打印了六张海报", "timestamp": "43:19", "type": [ "Multi-Detail Reasoning" ], "before_clip": 85 }, { "question": "What items were taken out from the folder?", "answer": "USB flash drive and task list", "question_id": "study_18_Q03", "reasoning": "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", "timestamp": "43:19", "type": [ "Multi-Detail Reasoning" ], "before_clip": 85 }, { "question": "What types of pens were taken out from the pen holder?", "answer": "Color pen and red pen", "question_id": "study_18_Q04", "reasoning": "根据指令Alan先后从笔筒中拿出了彩笔和红笔", "timestamp": "43:19", "type": [ "Multi-Detail Reasoning" ], "before_clip": 85 }, { "question": "How many posters did Tom put into the folder ？", "answer": "Two", "question_id": "study_18_Q05", "reasoning": "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", "timestamp": "43:19", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 85 }, { "question": "How many times did the robot organize the desktop in total?", "answer": "three", "question_id": "study_18_Q06", "reasoning": "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", "timestamp": "43:19", "type": [ "Multi-Detail Reasoning" ], "before_clip": 85 }, { "question": "Which tier from the top of the black storage shelf can the robot take the printing paper from?", "answer": "The second tier of the black storage shelf", "question_id": "study_18_Q07", "reasoning": "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。", "timestamp": "07:14", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 13 }, { "question": "What color is a folder?", "answer": " Blue", "question_id": "study_18_Q08", "reasoning": "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。", "timestamp": "15:27", "type": [ "General Knowledge Extraction" ], "before_clip": 29 }, { "question": "Where should the robot put back the color pen?", "answer": "In the pen holder on the table", "question_id": "study_18_Q09", "reasoning": "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。", "timestamp": "15:49", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction" ], "before_clip": 30 }, { "question": "Where should the robot retrieve the red pen?", "answer": "In the pen holder on the table", "question_id": "study_18_Q10", "reasoning": "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。", "timestamp": "17:57", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction" ], "before_clip": 34 }, { "question": "Where should the robot get the color reference book?", "answer": "In top of the black storage shelf", "question_id": "study_18_Q11", "reasoning": "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。", "timestamp": "27:05", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction" ], "before_clip": 53 }, { "question": "From which item on the second tier of the black storage rack should the robot get the task list?", "answer": "In the folder on the second tier of the black storage shelf", "question_id": "study_18_Q12", "reasoning": "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。", "timestamp": "30:47", "type": [ "General Knowledge Extraction" ], "before_clip": 60 }, { "question": "Where should the robot retrieve the duster cloth?", "answer": "On the coffee table ; On the black round table.", "question_id": "study_18_Q13", "reasoning": "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。", "timestamp": "39:25", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction" ], "before_clip": 77 }, { "question": "How many reference books did the robot take from the black storage shelf?", "answer": "Two", "question_id": "study_18_Q14", "reasoning": "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。", "timestamp": "43:19", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 85 } ] }, "living_room_08": { "video_path": "data/videos/robot/living_room_08.mp4", "mem_path": "data/memory_graphs/robot/living_room_08.pkl", "qa_list": [ { "question": "What does Ben usually drink?", "answer": "Coffee", "question_id": "living_room_08_Q01", "reasoning": "Ben喝了一下咖啡后，说：咖啡是提神的最佳选择，很好喝。然后她又说了一次很爱咖啡，这是能让她恢复活力的最好的东西。后来Andy说喝了咖啡会牙黄时，Ben让Andy看看她，她喝了这么多年咖啡都没有牙黄，而且即使牙黄了也可以去医院洗牙。可以看出Ben经常喝咖啡。", "timestamp": "08:11", "type": [ "Person Understanding", "Cross-Modal Reasoning" ], "before_clip": 15 }, { "question": "Do Ben and Andy like making jokes?", "answer": "Yes", "question_id": "living_room_08_Q02", "reasoning": "在用瑜伽球锻炼的时候，Ben开玩笑说她好像不是在锻炼，而是在演戏，就像电视里的演员一样，每时每刻都面临着命运的挑战。然后两人锻炼结束后，Ben又开玩笑说自己累到要从人间蒸发了。后来两人开始想象幼儿园的生活，Andy开玩笑说会对Ben讲故事，讲的故事就是刚刚她们所做的事，两个人在客厅里锻炼，隔壁还有个勤劳的机器人。因此两人都是比较喜欢开玩笑的。", "timestamp": "42:02", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 83 }, { "question": "Does Andy emphasize hygiene?", "answer": "Yes", "question_id": "living_room_08_Q03", "reasoning": "Andy曾发现面前的桌子上有个有污迹的杯子，还对Ben说这是个坏习惯，会招来很多虫子。后来Andy又说桌子上还是有污迹，然后还自己亲手去清理了。因此Andy是在意卫生的。", "timestamp": "42:02", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 83 }, { "question": "How many times did Andy charge her phone?", "answer": "Twice", "question_id": "living_room_08_Q04", "reasoning": "两人准备用Andy的手机点餐时，Andy说自己的手机快没电了，于是两人找了很久的充电器，才给她的手机充上电。后来两人在锻炼时，Andy准备放音乐，Ben提醒她她的手机需要充一会儿电，于是她的手机又充了一次电。总共充了两次电。", "timestamp": "42:02", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 83 }, { "question": "What was Andy's role when they were doing exercises?", "answer": "She played as a guide. ; A teacher.", "question_id": "living_room_08_Q05", "reasoning": "两人用瑜伽垫锻炼时，Ben就让Andy展示一个例子，然后Andy给她展示了平板支撑，而且Ben做平板支撑时Andy还提出了她存在的问题。两人用瑜伽球锻炼时，Ben也让Andy教她，然后Andy不仅给她详细说明了应该怎么做，还亲自给她做了展示，展示的时候Ben还说Andy是一名很好的老师。整个训练过程都是由Andy指导Ben，因此Andy充当的是指导的角色。都可以，Andy作为老师或者是教练的角色。", "timestamp": "42:02", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 83 }, { "question": "How many kinds of snacks were eaten altogether?", "answer": "2", "question_id": "living_room_08_Q06", "reasoning": "Ben觉得电视剧节目很无聊时，Andy说要去拿点零食，然后两人一起吃了Andy拿的薯片。后来Andy询问还要不要吃点别的，于是两人又吃了薯片和布丁。因此两人一共吃了薯片和布丁两种零食。", "timestamp": "42:02", "type": [ "Multi-Detail Reasoning" ], "before_clip": 83 }, { "question": "What drink should the robot make for Andy?", "answer": "Black tea", "question_id": "living_room_08_Q07", "reasoning": "Ben曾说过她家里只有咖啡和红茶。Andy觉得喝咖啡会牙黄，即使Ben跟她说牙黄去洗牙就行，她依旧觉得洗牙浪费钱，而且还有点疼。于是Ben不再劝她喝咖啡。因此Ben说给Andy准备饮品，指的应该是红茶。", "timestamp": "08:24", "type": [ "Multi-Detail Reasoning" ], "before_clip": 15 }, { "question": "Where should the robot get the chips?", "answer": "On the shelf behind the fan ; On the snack shelf.", "question_id": "living_room_08_Q08", "reasoning": "Ben曾说电视节目很无聊，于是Andy说去拿些零食，然后她到风扇后的架子上拿了一包零食，回到沙发之后问Ben要不要吃点这个薯片，因此Andy拿到的零食是薯片。所以机器人应该到风扇后的架子拿薯片。都可以，视频中只有一个放零食的架子，所以说零食架也可以，说风扇后面的架子也可以。", "timestamp": "12:26", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 23 }, { "question": "Where should the robot get remote control to turn off the TV?", "answer": "On the shelf behind the fan ; On the snack shelf.", "question_id": "living_room_08_Q09", "reasoning": "Ben刚开始就用遥控器对着电视调台，找到电视剧之后就把遥控放到了面前的桌子上，后来也拿起过遥控器，不过还是放回了桌子上。然后Andy去拿零食的时候，说:就让电视开着吧，我去拿点零食，而且她还顺便把遥控器拿走了，放到了放零食的地方，也就是风扇后面的架子上。都可以，视频中只有一个放零食的架子，所以说零食架也可以，说风扇后面的架子也可以。", "timestamp": "16:38", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 32 }, { "question": "Whose phone did they use to order takeout?", "answer": "Ben's", "question_id": "living_room_08_Q10", "reasoning": "两人本想用Andy的手机点餐，但她的手机快没电了，因此两人找了很久的充电器。找到之后两人给手机充电时，又发现充电线不够长，因此充电的时候手机只能放在桌下。于是Ben提出要不用她的手机点餐，Andy也同意了。后来等Andy的手机充好电的时候，Ben已经点好餐了。", "timestamp": "21:20", "type": [ "Person Understanding", "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 41 }, { "question": "Whose phone was used to play music?", "answer": "Andy's", "question_id": "living_room_08_Q11", "reasoning": "Andy曾拿起手机询问Ben要不要听一下节奏感强，充满活力的音乐，但是她找音乐的时候Ben提醒她她的手机需要充电。然后Andy问Ben能不能放音乐，于是Ben也查看了一下手机，但是她说自己没有任何音乐软件。最后Ben跟Andy说手机已经充得差不多了，不需要再充了，言下之意就是让Andy用手机放音乐，于是最后是用Andy的手机放的音乐。", "timestamp": "35:08", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 69 }, { "question": "How did they treat each other?", "answer": "They cared about each other. ; They accompany each other.", "question_id": "living_room_08_Q12", "reasoning": "Ben曾多次提到电视节目很无聊，于是Andy提议吃点零食怎么样，然后去拿了一包薯片过来，因为她觉得薯片的味道可以刺激大脑，使人兴奋，让电视节目变得有趣，而且Ben吃了零食后真的觉得电视节目变得更有趣了。后来两人拿到布丁之后，Ben记得这是Andy喜欢吃的东西，就让Andy先尝。因此两人都是关心照顾对方的。问题比较泛，可以说视频中他们互相陪伴，也可以说互相关心。", "timestamp": "42:02", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 83 }, { "question": "How's Ben's memory?", "answer": "Bad", "question_id": "living_room_08_Q13", "reasoning": "Andy曾在面前的桌子上看到有污迹的杯子，于是询问Ben是不是她留下的，Ben也承认是自己昨天用完忘记洗的杯子。后来Andy需要充电器时，Ben想不起来在哪，只能想起自己昨天用了Andy的充电器，是在沙发上用的，因此Ben不记得自己用过的东西放到了哪儿。再后来她又说最近都忘记给盆栽浇水了，植物都有点枯萎了。所以她的记忆力不好。", "timestamp": "42:02", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 83 }, { "question": "What fitness tools did they use?", "answer": "Yoga mat, yoga ball and elastic rope. ", "question_id": "living_room_08_Q14", "reasoning": "Ben提起要做运动时，首先说要用瑜伽垫，于是两人在瑜伽垫上做了热身运动。然后Andy提起锻炼核心时，说要拿瑜伽球出来，于是两人又在瑜伽球上锻炼了核心和平衡力。最后两人又用了弹力绳拉伸。因此她们用了瑜伽垫、瑜伽球和弹力绳三种健身工具。", "timestamp": "42:02", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 83 } ] }, "living_room_13": { "video_path": "data/videos/robot/living_room_13.mp4", "mem_path": "data/memory_graphs/robot/living_room_13.pkl", "qa_list": [ { "question": "Who won in the orange racing game?", "answer": "Emily", "question_id": "living_room_13_Q01", "reasoning": "Emily在中间且她的橙子第一个到达终点，因此Emily胜利", "timestamp": "08:13", "type": [ "Multi-Hop Reasoning" ], "before_clip": 15 }, { "question": "Who knows more about Thanksgiving?", "answer": "Tina.", "question_id": "living_room_13_Q02", "reasoning": "Tina在关于感恩节的问答中回答出了更多的问题", "timestamp": "29:40", "type": [ "Person Understanding", "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 58 }, { "question": "Who won the most today?", "answer": "Tina.", "question_id": "living_room_13_Q03", "reasoning": "Tina赢了三局游戏", "timestamp": "31:16", "type": [ "Multi-Hop Reasoning" ], "before_clip": 61 }, { "question": "Who prepared corn peeling game?", "answer": "Emily", "question_id": "living_room_13_Q04", "reasoning": "Emily一种准备了四种游戏，其中一个是问答。", "timestamp": "33:04", "type": [ "Multi-Hop Reasoning" ], "before_clip": 65 }, { "question": "How many gifts did Emily prepare in total?", "answer": "Five.", "question_id": "living_room_13_Q05", "reasoning": "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。", "timestamp": "33:04", "type": [ "Multi-Detail Reasoning" ], "before_clip": 65 }, { "question": "Which game did Emily win?", "answer": "Orange racing.", "question_id": "living_room_13_Q06", "reasoning": "Emily赢得了橘子赛跑游戏。", "timestamp": "33:04", "type": [ "Multi-Hop Reasoning" ], "before_clip": 65 }, { "question": "Where should the oranges go?", "answer": "Small table next to the sofa ; The table next to the refrige.", "question_id": "living_room_13_Q07", "reasoning": "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。", "timestamp": "09:48", "type": [ "General Knowledge Extraction" ], "before_clip": 18 }, { "question": "How much corn have Tina and Ella each found now?", "answer": "Tina gets 2 and Ella gets one.", "question_id": "living_room_13_Q08", "reasoning": "Tina从沙发底下和茶几找到了两个，Ella找到了一个", "timestamp": "13:45", "type": [ "Multi-Detail Reasoning" ], "before_clip": 26 }, { "question": "Where do you get the presents?", "answer": "The box next to the TV. ; On the TV stand.", "question_id": "living_room_13_Q09", "reasoning": "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。", "timestamp": "16:18", "type": [ "General Knowledge Extraction" ], "before_clip": 31 }, { "question": "Where are the three bowls now?", "answer": "In front of the TV. ; On the TV stand.", "question_id": "living_room_13_Q10", "reasoning": "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。", "timestamp": "19:11", "type": [ "General Knowledge Extraction" ], "before_clip": 37 }, { "question": "What was the corn counting game score for the three?", "answer": "Ella gets 52, Tina gets 42 and Emily gets 38.", "question_id": "living_room_13_Q11", "reasoning": "根据Tina叙述的三人剥玉米的数量可以判断", "timestamp": "26:05", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 51 }, { "question": "Which two people can get the gift in the corn counting game?", "answer": "Ella and Tina.", "question_id": "living_room_13_Q12", "reasoning": "Ella and Tina剥玉米的数量是前两名，因此可以获得奖品", "timestamp": "26:05", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 51 }, { "question": "Who moved the water glass and spilled the water?", "answer": "Ella.", "question_id": "living_room_13_Q13", "reasoning": "Ella找玉米的过程中把水打翻了", "timestamp": "26:57", "type": [ "Person Understanding" ], "before_clip": 52 }, { "question": "What game was played today?", "answer": "Orange game, find the corn and peel the corn game", "question_id": "living_room_13_Q14", "reasoning": "一共玩了三个游戏，橘子赛跑，找玉米，剥玉米粒三个游戏。", "timestamp": "29:21", "type": [ "Multi-Detail Reasoning" ], "before_clip": 57 } ] }, "study_12": { "video_path": "data/videos/robot/study_12.mp4", "mem_path": "data/memory_graphs/robot/study_12.pkl", "qa_list": [ { "question": "Where should the robot get the black file?", "answer": "On a pile of books to the right of the largest table.", "question_id": "study_12_Q01", "reasoning": "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", "timestamp": "03:18", "type": [ "General Knowledge Extraction" ], "before_clip": 5 }, { "question": "who is the least busy, Joy Jane or Anna?", "answer": "Anna", "question_id": "study_12_Q02", "reasoning": "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。", "timestamp": "31:19", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 61 }, { "question": "How many people read books?", "answer": "Two.", "question_id": "study_12_Q03", "reasoning": "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。", "timestamp": "31:19", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 61 }, { "question": "How do Jane and Joy treat Anna?", "answer": "They care about her. ; They care a lot about Anna's studies.", "question_id": "study_12_Q04", "reasoning": "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。", "timestamp": "31:19", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 61 }, { "question": "How many times did Joy check the news?", "answer": "Twice", "question_id": "study_12_Q05", "reasoning": "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。", "timestamp": "31:19", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 61 }, { "question": "Did Joy and Jane both get involve in the chessboard game?", "answer": "yes", "question_id": "study_12_Q06", "reasoning": "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。", "timestamp": "31:19", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 61 }, { "question": "Where should the robot get the fruits?", "answer": "In front of the drink on the desk ; On the biggest table.", "question_id": "study_12_Q07", "reasoning": "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。", "timestamp": "04:09", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction" ], "before_clip": 7 }, { "question": "Where should the robot get the novels?", "answer": "On the third layer of the bookshelf.", "question_id": "study_12_Q08", "reasoning": "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。", "timestamp": "05:57", "type": [ "General Knowledge Extraction" ], "before_clip": 10 }, { "question": "Where can the robot get the magazine?", "answer": "On the second layer of the bookshelf.", "question_id": "study_12_Q09", "reasoning": "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。", "timestamp": "07:16", "type": [ "General Knowledge Extraction" ], "before_clip": 13 }, { "question": "On which side of the biggest table can the robot get the kettle?", "answer": "From the left side of the biggest table.", "question_id": "study_12_Q10", "reasoning": "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。", "timestamp": "08:32", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction" ], "before_clip": 16 }, { "question": "Where is the novel that Anna just read?", "answer": "On the chair she just sat", "question_id": "study_12_Q11", "reasoning": "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。", "timestamp": "16:32", "type": [ "Multi-Detail Reasoning" ], "before_clip": 32 }, { "question": "Where can the robot get the chessboard?", "answer": "Beside the plant in front of the bookshelf", "question_id": "study_12_Q12", "reasoning": "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。", "timestamp": "23:29", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction" ], "before_clip": 45 }, { "question": "Who's the youngest one ,Joy,Jane or Anna?", "answer": "Anna", "question_id": "study_12_Q13", "reasoning": "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。", "timestamp": "31:19", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 61 }, { "question": "Who ate the fruits,Joy,Jane or Anna?", "answer": "Anna", "question_id": "study_12_Q14", "reasoning": "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。", "timestamp": "31:19", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 61 } ] }, "living_room_04": { "video_path": "data/videos/robot/living_room_04.mp4", "mem_path": "data/memory_graphs/robot/living_room_04.pkl", "qa_list": [ { "question": "Did Betty buy a lot of snacks for Cindy?", "answer": "Did Linda think that Betty bought a lot of snacks for Cindy? ", "question_id": "living_room_04_Q01", "reasoning": "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”", "timestamp": "43:27", "type": [ "Person Understanding", "Cross-Modal Reasoning" ], "before_clip": 85 }, { "question": "Is Linda good at planning?", "answer": "Yes", "question_id": "living_room_04_Q02", "reasoning": "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。", "timestamp": "43:27", "type": [ "Person Understanding" ], "before_clip": 85 }, { "question": "Who prepared the birthday party decorations?", "answer": "Betty", "question_id": "living_room_04_Q03", "reasoning": "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。", "timestamp": "43:27", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Hop Reasoning" ], "before_clip": 85 }, { "question": "Where are the markers?", "answer": "In the center drawer of the TV stand.", "question_id": "living_room_04_Q04", "reasoning": "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", "timestamp": "08:52", "type": [ "General Knowledge Extraction" ], "before_clip": 16 }, { "question": "Should the balloons be put up first?", "answer": "No，Betty and Linda write some message and draw some pictures on the ballons first.", "question_id": "living_room_04_Q05", "reasoning": "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。", "timestamp": "13:42", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction" ], "before_clip": 26 }, { "question": "What help the robot need to offer?", "answer": "Remove the double-sided tape on the ballon and hand it to Betty.", "question_id": "living_room_04_Q06", "reasoning": "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。", "timestamp": "14:52", "type": [ "Multi-Detail Reasoning" ], "before_clip": 28 }, { "question": "where is the tape now?", "answer": "On the coffee table", "question_id": "living_room_04_Q07", "reasoning": "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。", "timestamp": "24:26", "type": [ "General Knowledge Extraction" ], "before_clip": 47 }, { "question": "How many pieces of cake were cut in total?", "answer": "Four pieces", "question_id": "living_room_04_Q08", "reasoning": "Linda给自己、Cindy、Betty各切了一块，Daisy给Cindy又切了一块故是4块", "timestamp": "39:31", "type": [ "Multi-Detail Reasoning" ], "before_clip": 78 }, { "question": "Is Betty a considerate person?", "answer": "Yes", "question_id": "living_room_04_Q09", "reasoning": "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。", "timestamp": "43:27", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 85 } ] }, "study_07": { "video_path": "data/videos/robot/study_07.mp4", "mem_path": "data/memory_graphs/robot/study_07.pkl", "qa_list": [ { "question": "Where can the robot get the water?", "answer": "It's on the white cabinet that is near the bookshelf.", "question_id": "study_07_Q01", "reasoning": "Ava刚出场时就说给lily装了一杯水，让她记得喝，然后放到了书桌上。位置不再移动。视频中的白色柜子用desk一词描述不是很贴切，建议用white cabinet表述；但是speakers用词desk，可能有一定的混淆", "timestamp": "04:34", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction" ], "before_clip": 8 }, { "question": "Does Ava have a very good memory?", "answer": "No", "question_id": "study_07_Q02", "reasoning": "Lily问其中一张照片是在哪里拍的，Ava说不太清楚了，也许在西湖。Lily发现爸爸曾经写了一封信给妈妈，祝愿她能通过考试，然后Lily问这场考试很难吗，Ava说不记得了。因此Ava的记忆并没有十分好。", "timestamp": "35:23", "type": [ "Person Understanding" ], "before_clip": 69 }, { "question": "How many kinds of fruits did Lily eat?", "answer": "3", "question_id": "study_07_Q03", "reasoning": "Lily曾说非常喜欢吃芒果，但因为爸爸过敏所以没能经常吃，然后吃了芒果。说过想吃葡萄，然后去洗来吃，还说过西瓜很甜，然后吃了一口。所以她吃过三种水果。", "timestamp": "35:23", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 69 }, { "question": "Is the relationship between Ava and her husband romantic?", "answer": "Yes", "question_id": "study_07_Q04", "reasoning": "Ava多次提到丈夫是一个很浪漫的人。Lily问Ava他们是不是每个假期都在一起，Ava说是的，他们会一起去野餐和旅行。Ava会给丈夫做蛋糕，然后丈夫会感动到哭。不能见面时两人都会给对方写信。因此两人之间的关系是很浪漫的。", "timestamp": "35:23", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 69 }, { "question": "Was Ava busy at work?", "answer": "Yes", "question_id": "study_07_Q05", "reasoning": "Ava一直在对着电脑工作，而且需要按摩一下肩膀，可以看出她有点累。Lliy说想养小猫时，Ava说她工作忙，没时间照顾小猫。因此她工作是比较繁忙的。", "timestamp": "35:23", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 69 }, { "question": "Did Lily's father change a lot with ages?", "answer": "Yes", "question_id": "study_07_Q06", "reasoning": "Lily曾提到她从来不知道爸爸是一个浪漫的人，她认为爸爸非常严厉，从来不说浪漫的话。然后在信中，Lily发现爸爸年轻时对游戏非常沉迷，并说从来不觉得现在的爸爸喜欢打游戏。因此推测她的爸爸随着年龄增长改变了很多。", "timestamp": "35:23", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 69 }, { "question": "What pet will Lily finally keep?", "answer": "Cat", "question_id": "study_07_Q07", "reasoning": "Lily说想养小猫，Ava说她没时间帮忙照顾，问Lily用什么钱养，Lily说奖学金足够养猫了。Ava说那你喜欢吧，那是你的钱。所以Lily养自己喜欢的猫。", "timestamp": "12:02", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 23 }, { "question": "How many places do Lily and Ava plan to go at weekend?", "answer": "2", "question_id": "study_07_Q08", "reasoning": "Lily曾问Ava能不能周末和她一起出门，Ava回答说先去外婆家，然后去宠物店，所以计划一共去两个地方。", "timestamp": "12:26", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 23 }, { "question": "Where can the robot get the tablet?", "answer": "The tablet is on the chair that is near the bookshelf.", "question_id": "study_07_Q09", "reasoning": "Lily曾说要给平板电脑充电，然后说充电器在书桌底下。平板电脑和充电器连接好后被放在了书桌旁的椅子上。1. desk 一词不适合用来指视频中的白色柜子；2. 两个椅子都距离白色柜子很近，建议用其他参考物代替", "timestamp": "14:08", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 27 }, { "question": "Does Lily like her Dad?", "answer": "yes", "question_id": "study_07_Q10", "reasoning": "Ava说她买了芒果，让Lily过来吃时，Lily问怎么买了芒果，爸爸不是过敏吗，还说因为爸爸对芒果过敏，所以没能经常吃她喜欢的芒果。后来Ava还对爸爸给妈妈写的信件和一起拍的照片很好奇，一直在看，最后还说以后想跟像爸爸这样的人结婚。因此Lliy是会关心在意爸爸的。", "timestamp": "35:23", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 69 }, { "question": "Are both Lily and her father easy to be moved?", "answer": "Yes", "question_id": "study_07_Q11", "reasoning": "Lily看电影会看哭，然后Ava说她又被感动到哭了。Lily说电影里的场景太感人了，止不住哭泣。Lily的爸爸也曾因为收到了妈妈送的蛋糕，而感动到哭。因此两人都比较容易感动。", "timestamp": "35:23", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 69 }, { "question": "How many kinds of fruits did Ava and Lily eat?", "answer": "4", "question_id": "study_07_Q12", "reasoning": "Ava说给Lily买了芒果，然后两人一起吃。Lily说要洗点葡萄吃，后来又说西瓜很甜。Ava工作时说要吃橙子。所以两人一共吃了四种水果。", "timestamp": "35:23", "type": [ "Multi-Detail Reasoning" ], "before_clip": 69 }, { "question": "Is Lily a person who likes to keep things tidy?", "answer": "Yes", "question_id": "study_07_Q13", "reasoning": "Lily说书桌一片脏乱，然后去收拾了书桌。她还说家里的植物需要浇水了，然后便去浇水。因此Lily是愿意做家务的。", "timestamp": "35:23", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 69 } ] }, "kitchen_12": { "video_path": "data/videos/robot/kitchen_12.mp4", "mem_path": "data/memory_graphs/robot/kitchen_12.pkl", "qa_list": [ { "question": "Why did Jack use James' cup?", "answer": "Jack broke his cup.", "question_id": "kitchen_12_Q01", "reasoning": "Jack的杯子被打破，也没有别的新杯子，所以重新拿了绿色的咖啡杯来泡咖啡", "timestamp": "07:19", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 13 }, { "question": "Which cabinet did Gina put the pepper into?", "answer": "Second cabinet from the left.", "question_id": "kitchen_12_Q02", "reasoning": "GIna在视频开头整理卫生后把胡椒粉放进了从左面开始第二个柜子", "timestamp": "16:24", "type": [ "General Knowledge Extraction" ], "before_clip": 31 }, { "question": "Which level from the top of the fridge should the robot get the milk from?", "answer": "The first level of fridge from the top.", "question_id": "kitchen_12_Q03", "reasoning": "Jack从冰箱第一层拿出牛奶，并放回去，因此机器人应该从冰箱第一层倒一杯给Gina", "timestamp": "21:44", "type": [ "General Knowledge Extraction" ], "before_clip": 42 }, { "question": "Where should the leftover eggs on the plate be thrown?", "answer": "In the black garbage can", "question_id": "kitchen_12_Q04", "reasoning": "鸡蛋属于厨余垃圾，应放进黑色垃圾桶", "timestamp": "24:19", "type": [ "General Knowledge Extraction" ], "before_clip": 47 }, { "question": "Where should the fork be placed？", "answer": "On the dining table.", "question_id": "kitchen_12_Q05", "reasoning": "Gina三人从餐桌上分发的餐具", "timestamp": "24:19", "type": [ "General Knowledge Extraction" ], "before_clip": 47 }, { "question": "Where should the plates be put?", "answer": "In the cabinet beyond the sink.", "question_id": "kitchen_12_Q06", "reasoning": "Gina做饭时是从水槽上面的柜子拿出的盘子，因此应放回原位", "timestamp": "24:19", "type": [ "General Knowledge Extraction" ], "before_clip": 47 }, { "question": "Where is the pepper now?", "answer": "in the right of the gas stove.", "question_id": "kitchen_12_Q07", "reasoning": "gina做完饭将胡椒粉放在了煤气灶的右边", "timestamp": "28:11", "type": [ "General Knowledge Extraction" ], "before_clip": 55 }, { "question": "Which cabinet did the robot get the pepper from?", "answer": "Second cabinet from the left.", "question_id": "kitchen_12_Q08", "reasoning": "GIna在视频开头整理卫生后把胡椒粉放进了从左面开始第二个柜子", "timestamp": "28:11", "type": [ "Multi-Detail Reasoning" ], "before_clip": 55 }, { "question": "Is James's milk on the left side of the gas stove or on the right side?", "answer": "On the left side of the gas stove.", "question_id": "kitchen_12_Q09", "reasoning": "James喝完牛奶就放在了煤气灶左边", "timestamp": "28:39", "type": [ "General Knowledge Extraction" ], "before_clip": 56 }, { "question": "Does Jack like coffee?", "answer": "Yes", "question_id": "kitchen_12_Q10", "reasoning": "Jack早起就要喝咖啡，说明他很喜欢", "timestamp": "31:16", "type": [ "Person Understanding" ], "before_clip": 61 }, { "question": "How many cups does Gina have?", "answer": "2", "question_id": "kitchen_12_Q11", "reasoning": "Gina给了James一个杯子自己还有一个白色杯，一共两个", "timestamp": "31:16", "type": [ "Multi-Detail Reasoning" ], "before_clip": 61 }, { "question": "In which trash can should the apple core be thrown?", "answer": "Black one.", "question_id": "kitchen_12_Q12", "reasoning": "Gina将橘子扫进了黑色垃圾桶，而苹果核和橘子属于同一种类,应该也扔进黑色垃圾桶", "timestamp": "09:10", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 17 }, { "question": "What is Jack's job?", "answer": "Programmer", "question_id": "kitchen_12_Q13", "reasoning": "Jack曾说“这算什么话，我还是在挣钱的，不然我也不会天天熬夜写代码”", "timestamp": "31:16", "type": [ "Person Understanding" ], "before_clip": 61 }, { "question": "Which shelf from the top of the fridge should the robot put the coffee powder back on?", "answer": "On the second shelf from the top of the fridge.", "question_id": "kitchen_12_Q14", "reasoning": "Jack从冰箱从上到下数的第二层拿出咖啡粉", "timestamp": "10:28", "type": [ "General Knowledge Extraction" ], "before_clip": 19 }, { "question": "Where should I put the Jame's cup back?", "answer": "Cabinet above the refrigerator ; In the cabinet above the microwave.", "question_id": "kitchen_12_Q15", "reasoning": "Jack是从冰箱上的柜子中拿的杯子，因此也要放回去。都可以，参照物不同。", "timestamp": "11:03", "type": [ "General Knowledge Extraction" ], "before_clip": 21 }, { "question": "What cleaning tools are available?", "answer": "Broom and mop.", "question_id": "kitchen_12_Q16", "reasoning": "Gina在视频开头用扫把和拖布清理地面垃圾", "timestamp": "13:33", "type": [ "Multi-Detail Reasoning" ], "before_clip": 26 }, { "question": "Are the cleaning tools on the left side of the sink or on the right side?", "answer": "On the right side of the sink.", "question_id": "kitchen_12_Q17", "reasoning": "Gina在视频开头用扫把和拖布清理地面垃圾后放在了洗碗池的右边", "timestamp": "13:33", "type": [ "General Knowledge Extraction" ], "before_clip": 26 }, { "question": "Where should the eggshells be thrown?", "answer": "Black trash.", "question_id": "kitchen_12_Q18", "reasoning": "蛋壳是厨余垃圾，应该和橘子一样被归类到黑色垃圾桶", "timestamp": "13:33", "type": [ "General Knowledge Extraction" ], "before_clip": 26 }, { "question": "How many eggs should be taken?", "answer": "one", "question_id": "kitchen_12_Q19", "reasoning": "因为Gina打碎了一个，所以再拿一个即可", "timestamp": "14:51", "type": [ "Multi-Detail Reasoning" ], "before_clip": 28 }, { "question": "Where in the fridge did Gina get the eggs from?", "answer": "The first level from the bottom.", "question_id": "kitchen_12_Q20", "reasoning": "Gina从冰箱的从下往上数第一层拿的鸡蛋", "timestamp": "14:51", "type": [ "General Knowledge Extraction" ], "before_clip": 28 } ] }, "study_15": { "video_path": "data/videos/robot/study_15.mp4", "mem_path": "data/memory_graphs/robot/study_15.pkl", "qa_list": [ { "question": "Why did Jennie want to drink black coffee?", "answer": "She wanted to refresh herself. ; because she has to keep on writing.", "question_id": "study_15_Q01", "reasoning": "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", "timestamp": "01:20", "type": [ "Person Understanding" ], "before_clip": 1 }, { "question": "What will Jennie have for dinner tonight?", "answer": "Steak and broccoli", "question_id": "study_15_Q02", "reasoning": "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。", "timestamp": "34:03", "type": [ "Multi-Detail Reasoning" ], "before_clip": 67 }, { "question": "Did Lucy treat Jennie WELL?", "answer": "YES", "question_id": "study_15_Q03", "reasoning": "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。", "timestamp": "34:03", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 67 }, { "question": "What is Jennie's job?", "answer": "Writer", "question_id": "study_15_Q04", "reasoning": "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。", "timestamp": "34:04", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 67 }, { "question": "How was Jennie's actual working state recently?", "answer": "Bad", "question_id": "study_15_Q05", "reasoning": "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。", "timestamp": "04:13", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 7 }, { "question": "Was Jennie a little careless?", "answer": "Yes", "question_id": "study_15_Q06", "reasoning": "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。", "timestamp": "09:38", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 18 }, { "question": "Does Lucy like strawberries?", "answer": "No", "question_id": "study_15_Q07", "reasoning": "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。", "timestamp": "12:47", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 24 }, { "question": "why did Lucy refuse to eat afternoon tea?", "answer": "There was nothing she can eat and she also wanted to lose weight.", "question_id": "study_15_Q08", "reasoning": "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。", "timestamp": "12:47", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 24 }, { "question": "What did Jennie have for afternoon tea?", "answer": "Strawberry cake and cookies", "question_id": "study_15_Q09", "reasoning": "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。", "timestamp": "12:47", "type": [ "Multi-Detail Reasoning" ], "before_clip": 24 }, { "question": "What snack should the robot bring to Lucy", "answer": "Milk candy", "question_id": "study_15_Q10", "reasoning": "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。", "timestamp": "14:32", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 28 }, { "question": "Why did Lucy want to have healthy meals?", "answer": "She wanted to lose weight and regain her confidence.", "question_id": "study_15_Q11", "reasoning": "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。", "timestamp": "22:14", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 43 } ] }, "living_room_12": { "video_path": "data/videos/robot/living_room_12.mp4", "mem_path": "data/memory_graphs/robot/living_room_12.pkl", "qa_list": [ { "question": "Are the fashion magazines placed in chronological order?", "answer": "Yes", "question_id": "living_room_12_Q01", "reasoning": "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。", "timestamp": "06:56", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 12 }, { "question": "What should the robot use to clean the juice residue on the floor?", "answer": "Powerful cleaner", "question_id": "living_room_12_Q02", "reasoning": "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。", "timestamp": "31:10", "type": [ "General Knowledge Extraction" ], "before_clip": 61 }, { "question": "Does Eva do things carefully?", "answer": "No", "question_id": "living_room_12_Q03", "reasoning": "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。", "timestamp": "35:34", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 70 }, { "question": "Is Chloe patient?", "answer": "No", "question_id": "living_room_12_Q04", "reasoning": "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。", "timestamp": "35:34", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 70 }, { "question": "Where should clean cloth beplaced?", "answer": "Sofa", "question_id": "living_room_12_Q05", "reasoning": "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", "timestamp": "07:25", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 13 }, { "question": "How many things are used to take care of the plants?", "answer": "3", "question_id": "living_room_12_Q06", "reasoning": "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。", "timestamp": "14:20", "type": [ "Multi-Detail Reasoning" ], "before_clip": 27 }, { "question": "What should the robot do after putting the filming prop right?", "answer": "Put Eva's document and the books together.", "question_id": "living_room_12_Q07", "reasoning": "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。", "timestamp": "17:15", "type": [ "General Knowledge Extraction" ], "before_clip": 33 }, { "question": "What tools should be used to clean the glass?", "answer": "Wet cloth and cleaner", "question_id": "living_room_12_Q08", "reasoning": "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。", "timestamp": "19:53", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 38 }, { "question": "How many things are left unfinished after the sofa is cleaned?", "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。", "question_id": "living_room_12_Q09", "reasoning": "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。", "timestamp": "22:55", "type": [ "Multi-Detail Reasoning" ], "before_clip": 44 }, { "question": "Where should the robot put the dirty sofa cover?", "answer": "Balcony", "question_id": "living_room_12_Q10", "reasoning": "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。", "timestamp": "25:27", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 49 }, { "question": "What's the delivery?", "answer": "Decorative painting", "question_id": "living_room_12_Q11", "reasoning": "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。", "timestamp": "25:57", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 50 }, { "question": "How many steps are done for changing the decorative painting?", "answer": "3", "question_id": "living_room_12_Q12", "reasoning": "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。", "timestamp": "29:30", "type": [ "Multi-Detail Reasoning" ], "before_clip": 58 } ] }, "living_room_19": { "video_path": "data/videos/robot/living_room_19.mp4", "mem_path": "data/memory_graphs/robot/living_room_19.pkl", "qa_list": [ { "question": "Which box should the robot take to Coral?", "answer": "Paper box", "question_id": "living_room_19_Q01", "reasoning": "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。", "timestamp": "03:41", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 6 }, { "question": "Does Abby often do the cleaning?", "answer": "Yes", "question_id": "living_room_19_Q02", "reasoning": "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。", "timestamp": "33:45", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 66 }, { "question": "What kind of makeup is Coral planning to do for Abby herself?", "answer": "Imitation makeup", "question_id": "living_room_19_Q03", "reasoning": "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。", "timestamp": "33:45", "type": [ "Person Understanding", "Cross-Modal Reasoning" ], "before_clip": 66 }, { "question": "After cleaning room, how many steps do Abby and Coral do for the Halloween?", "answer": "3", "question_id": "living_room_19_Q04", "reasoning": "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。", "timestamp": "33:45", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 66 }, { "question": "How many decorations do Abby and Coral prepare?", "answer": "Three(simulated spider web, pumpkin,mask).", "question_id": "living_room_19_Q05", "reasoning": "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。", "timestamp": "33:45", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 66 }, { "question": "What should the robot do after picking up the toys？", "answer": "Put them into the white box", "question_id": "living_room_19_Q06", "reasoning": "Abby曾说过玩具应放到大白箱子里。", "timestamp": "04:09", "type": [ "Cross-Modal Reasoning" ], "before_clip": 7 }, { "question": "Where can the robot get a paper box?", "answer": "Above the shoe cabinet", "question_id": "living_room_19_Q07", "reasoning": "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。", "timestamp": "05:47", "type": [ "General Knowledge Extraction" ], "before_clip": 10 }, { "question": "What kind of foundation should the robot bring to Abby?", "answer": "The whitest shade", "question_id": "living_room_19_Q08", "reasoning": "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。", "timestamp": "15:49", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 30 }, { "question": "What color lipstick should the robot bring to Abby?", "answer": "Red", "question_id": "living_room_19_Q09", "reasoning": "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。", "timestamp": "23:14", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 45 }, { "question": "Is Coral good at multi-tasking?", "answer": "No", "question_id": "living_room_19_Q10", "reasoning": "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。", "timestamp": "33:45", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 66 } ] }, "kitchen_05": { "video_path": "data/videos/robot/kitchen_05.mp4", "mem_path": "data/memory_graphs/robot/kitchen_05.pkl", "qa_list": [ { "question": "Where should the flour be placed, the top cabinet or the bottom cabinet?", "answer": "In the bottom cabinet.", "question_id": "kitchen_05_Q01", "reasoning": "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", "timestamp": "06:18", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction" ], "before_clip": 11 }, { "question": "When Emma finished eating bread, where is the bread bag?", "answer": "On the countertop.", "question_id": "kitchen_05_Q02", "reasoning": "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", "timestamp": "34:31", "type": [ "Multi-Detail Reasoning" ], "before_clip": 68 }, { "question": "Does the younger sister between Helen and Emma have long or short hair?", "answer": "Short hair.", "question_id": "kitchen_05_Q03", "reasoning": "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", "timestamp": "34:31", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 68 }, { "question": "Is Helen tall or low?", "answer": "Low.", "question_id": "kitchen_05_Q04", "reasoning": "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", "timestamp": "34:31", "type": [ "Person Understanding", "Cross-Modal Reasoning" ], "before_clip": 68 }, { "question": "How many categories are the items in the refrigerator classified?", "answer": "Three categories.", "question_id": "kitchen_05_Q05", "reasoning": "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", "timestamp": "34:31", "type": [ "Multi-Detail Reasoning" ], "before_clip": 68 }, { "question": "Is the girl in blue jeans still ia student or already working？", "answer": "She is still a student.", "question_id": "kitchen_05_Q06", "reasoning": "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", "timestamp": "34:31", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 68 }, { "question": "Who is used to buying large packages of snack？Helen or Emma?", "answer": "Emma.", "question_id": "kitchen_05_Q07", "reasoning": "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", "timestamp": "34:31", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 68 }, { "question": "On which shelf from the top should this bowl of rice be placed in the refrigerator?", "answer": "Third shelf.", "question_id": "kitchen_05_Q08", "reasoning": "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", "timestamp": "30:27", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 59 }, { "question": "From top to bottom, on which shelf should these vegetables be placed in the refrigerator?", "answer": "In the third shelf.", "question_id": "kitchen_05_Q09", "reasoning": "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", "timestamp": "31:10", "type": [ "General Knowledge Extraction" ], "before_clip": 61 }, { "question": "Where the cleaning tools be placed?", "answer": "Beside the sink in the small room next to the kitchen.", "question_id": "kitchen_05_Q10", "reasoning": "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", "timestamp": "33:31", "type": [ "General Knowledge Extraction" ], "before_clip": 66 }, { "question": "Where the white rag should be placed?", "answer": "On the sink in the small room next to the kitchen. ; On the sink in the storage room.", "question_id": "kitchen_05_Q11", "reasoning": "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。", "timestamp": "34:00", "type": [ "General Knowledge Extraction" ], "before_clip": 67 }, { "question": "Where are the vegetables that Helen bought before putting them in the refrigerator？", "answer": "Beside the refrigerator.", "question_id": "kitchen_05_Q12", "reasoning": "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。", "timestamp": "34:31", "type": [ "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 68 }, { "question": "From top to bottom, on which shelf should the water be placed in the refrigerator?", "answer": "On the first shelf.", "question_id": "kitchen_05_Q13", "reasoning": "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", "timestamp": "34:31", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 68 }, { "question": "What's in the bottom cabinet at the beginning?", "answer": "Convenient noodle, rice box, snacks, detergent and sausage.", "question_id": "kitchen_05_Q14", "reasoning": "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", "timestamp": "34:31", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 68 }, { "question": "What's the relationship between Helen and Emma?", "answer": "Sister.", "question_id": "kitchen_05_Q15", "reasoning": "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", "timestamp": "34:31", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 68 } ] }, "study_09": { "video_path": "data/videos/robot/study_09.mp4", "mem_path": "data/memory_graphs/robot/study_09.pkl", "qa_list": [ { "question": "where should the book be placed back?", "answer": " in the first layer of the bookshelf from the top.", "question_id": "study_09_Q01", "reasoning": "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。", "timestamp": "20:03", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 39 }, { "question": "Where should the book Eve read later be placed on the shelf？", "answer": "First layer from the top of bookshelf", "question_id": "study_09_Q02", "reasoning": "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。", "timestamp": "38:40", "type": [ "Cross-Modal Reasoning", "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 76 }, { "question": "Does Eve like snacks a lot?", "answer": "Yes", "question_id": "study_09_Q03", "reasoning": "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。", "timestamp": "38:41", "type": [ "Person Understanding", "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 76 }, { "question": "Are Ella and Eve good at organizing?", "answer": "Yes", "question_id": "study_09_Q04", "reasoning": "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。", "timestamp": "38:41", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 76 }, { "question": "Where should the robot put duck necksback?", "answer": "In the second level of the upper part of Fridge.", "question_id": "study_09_Q05", "reasoning": "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", "timestamp": "32:31", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 64 }, { "question": "Where are Eve's chairs at first?", "answer": "It's opposite Ella.", "question_id": "study_09_Q06", "reasoning": "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。", "timestamp": "33:03", "type": [ "General Knowledge Extraction" ], "before_clip": 65 }, { "question": "Where did they put the milktea before they started folding stars?", "answer": "On the little table", "question_id": "study_09_Q07", "reasoning": "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", "timestamp": "34:26", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 67 }, { "question": "How many things did Ella buy in the refrigerator?", "answer": "5", "question_id": "study_09_Q08", "reasoning": "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。", "timestamp": "38:40", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 76 }, { "question": "Have the documents been taken away from the big table?", "answer": "No", "question_id": "study_09_Q09", "reasoning": "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", "timestamp": "38:40", "type": [ "General Knowledge Extraction" ], "before_clip": 76 }, { "question": "Where is the school bag finally?", "answer": "On the big table.", "question_id": "study_09_Q10", "reasoning": "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。", "timestamp": "38:40", "type": [ "Multi-Detail Reasoning" ], "before_clip": 76 }, { "question": "Does Ella care about tidiness?", "answer": "Yes, she does.", "question_id": "study_09_Q11", "reasoning": "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", "timestamp": "38:40", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 76 }, { "question": "What season is it now?", "answer": "Summer", "question_id": "study_09_Q12", "reasoning": "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。", "timestamp": "38:40", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 76 } ] }, "study_10": { "video_path": "data/videos/robot/study_10.mp4", "mem_path": "data/memory_graphs/robot/study_10.pkl", "qa_list": [ { "question": "What was on the table when Jeffery first came back?", "answer": "Pen case, computer, coffee, detective novel and philosophy book", "question_id": "study_10_Q01", "reasoning": "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", "timestamp": "16:13", "type": [ "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 31 }, { "question": "Where are computers usually placed?", "answer": "In the third cabinet from left to right.", "question_id": "study_10_Q02", "reasoning": "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。", "timestamp": "34:54", "type": [ "General Knowledge Extraction" ], "before_clip": 68 }, { "question": "What kind of book does Jeffery like to read?", "answer": "Historical book", "question_id": "study_10_Q03", "reasoning": "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", "timestamp": "34:54", "type": [ "Person Understanding", "Cross-Modal Reasoning" ], "before_clip": 68 }, { "question": "How many philosophy books does Cooper let Alice give him?", "answer": "Three ", "question_id": "study_10_Q04", "reasoning": "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", "timestamp": "34:54", "type": [ "Cross-Modal Reasoning" ], "before_clip": 68 }, { "question": "Where is the sugar?", "answer": "Between the bowls and the hot water pot in the kitchen.", "question_id": "study_10_Q05", "reasoning": "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。", "timestamp": "34:54", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction" ], "before_clip": 68 }, { "question": "Why does Malloy let Alice put an umbrella on his desk?", "answer": "Because they will pick Jeffery up.", "question_id": "study_10_Q06", "reasoning": "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", "timestamp": "34:54", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 68 }, { "question": "What beverages does Jeffery like to drink?", "answer": "Juice", "question_id": "study_10_Q07", "reasoning": "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", "timestamp": "22:25", "type": [ "Person Understanding" ], "before_clip": 43 }, { "question": "Which drink does Molly chooes Cola or juice?", "answer": "Cola", "question_id": "study_10_Q08", "reasoning": "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", "timestamp": "22:25", "type": [ "Person Understanding" ], "before_clip": 43 }, { "question": "Why does Malloy have to do laundry?", "answer": "Because the heavy rain is over.", "question_id": "study_10_Q09", "reasoning": "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", "timestamp": "24:12", "type": [ "Person Understanding", "Cross-Modal Reasoning" ], "before_clip": 47 }, { "question": "Where did Cooper put the umbrella when he picked Jeffery up?", "answer": "At the door", "question_id": "study_10_Q10", "reasoning": "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", "timestamp": "26:38", "type": [ "General Knowledge Extraction" ], "before_clip": 52 }, { "question": "Is Cooper at home before the weather changes from sunny to cloudy?", "answer": "Yes", "question_id": "study_10_Q11", "reasoning": "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", "timestamp": "34:54", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 68 }, { "question": "Why does Cooper think detective novels are great?", "answer": "Because it can stimulate our thinking", "question_id": "study_10_Q12", "reasoning": "Cooper说他认为侦探小说可以调动我们的思维，这很有趣", "timestamp": "34:54", "type": [ "Person Understanding" ], "before_clip": 68 }, { "question": "Does Cooper like to read philosophy books?", "answer": "No", "question_id": "study_10_Q13", "reasoning": "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", "timestamp": "34:54", "type": [ "Person Understanding" ], "before_clip": 68 }, { "question": "What types of books did Malloy like to read before?", "answer": "Philosopy books", "question_id": "study_10_Q14", "reasoning": "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", "timestamp": "34:54", "type": [ "Person Understanding" ], "before_clip": 68 } ] }, "study_21": { "video_path": "data/videos/robot/study_21.mp4", "mem_path": "data/memory_graphs/robot/study_21.pkl", "qa_list": [ { "question": "Where should the robot put the books?", "answer": "Bookshelf ; On the cabinet.", "question_id": "study_21_Q01", "reasoning": "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。", "timestamp": "05:44", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction" ], "before_clip": 10 }, { "question": "Who is more sensitive to hygiene, Emily or Yulissa?", "answer": "Yulissa", "question_id": "study_21_Q02", "reasoning": "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。", "timestamp": "47:29", "type": [ "Person Understanding", "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 93 }, { "question": "Is Emily curious about extracurricular knowledge?", "answer": "Yes", "question_id": "study_21_Q03", "reasoning": "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。", "timestamp": "47:29", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 93 }, { "question": "Dose Emily have a good memory?", "answer": "No", "question_id": "study_21_Q04", "reasoning": "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。", "timestamp": "47:29", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 93 }, { "question": "Does Yulissa often give advice?", "answer": "Yes", "question_id": "study_21_Q05", "reasoning": "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。", "timestamp": "47:29", "type": [ "Person Understanding" ], "before_clip": 93 }, { "question": "Are Emily and Yulisaa classmates?", "answer": "No", "question_id": "study_21_Q06", "reasoning": "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。", "timestamp": "47:29", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 93 }, { "question": "Where is the cloth before it is used to tidy up the desk?", "answer": "On the first layer of the black ladder in the corner", "question_id": "study_21_Q07", "reasoning": "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。", "timestamp": "08:56", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 16 }, { "question": "Where did Yulissa put the ruler when she picked it up on the floor?", "answer": "On the bookshelf", "question_id": "study_21_Q08", "reasoning": "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。", "timestamp": "09:29", "type": [ "Multi-Detail Reasoning" ], "before_clip": 17 }, { "question": "Why should Emily get the detergent?", "answer": "To conduct the experiment of breaking the water surface tension", "question_id": "study_21_Q09", "reasoning": "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。", "timestamp": "16:40", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 32 }, { "question": "What materials are used for the experiment of water absorption?", "answer": "Tissues and sponge.", "question_id": "study_21_Q10", "reasoning": "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。", "timestamp": "20:03", "type": [ "Cross-Modal Reasoning" ], "before_clip": 39 }, { "question": "What tools are used for the experiment of buoyancy?", "answer": "Salt, and eggs.", "question_id": "study_21_Q11", "reasoning": "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。", "timestamp": "47:29", "type": [ "General Knowledge Extraction" ], "before_clip": 93 }, { "question": "How many glasses are used?", "answer": "7", "question_id": "study_21_Q12", "reasoning": "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。", "timestamp": "47:29", "type": [ "Multi-Detail Reasoning" ], "before_clip": 93 }, { "question": "How many experiments that are not recorded in the experimental task sheet are done?", "answer": "6", "question_id": "study_21_Q13", "reasoning": "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。", "timestamp": "47:29", "type": [ "Multi-Detail Reasoning" ], "before_clip": 93 }, { "question": "How many times dose Emily write down the notes?", "answer": "Eigth times.", "question_id": "study_21_Q14", "reasoning": "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。", "timestamp": "47:29", "type": [ "Multi-Detail Reasoning" ], "before_clip": 93 } ] }, "bedroom_09": { "video_path": "data/videos/robot/bedroom_09.mp4", "mem_path": "data/memory_graphs/robot/bedroom_09.pkl", "qa_list": [ { "question": "What kind of music does Jessica like?", "answer": "Midwest Emo music", "question_id": "bedroom_09_Q01", "reasoning": "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。", "timestamp": "14:58", "type": [ "Person Understanding", "Cross-Modal Reasoning" ], "before_clip": 28 }, { "question": "what color dress might Bonnie be interested in?", "answer": "White", "question_id": "bedroom_09_Q02", "reasoning": "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。", "timestamp": "32:28", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 63 }, { "question": "Who drank coffee?", "answer": "Bonnie and Jessica", "question_id": "bedroom_09_Q03", "reasoning": "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。", "timestamp": "33:52", "type": [ "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 66 }, { "question": "Is Jessica willing to share?", "answer": "Yes", "question_id": "bedroom_09_Q04", "reasoning": "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。", "timestamp": "33:52", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 66 }, { "question": "How many times did Bonnie play music?", "answer": "Twice", "question_id": "bedroom_09_Q05", "reasoning": "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。", "timestamp": "33:52", "type": [ "Multi-Detail Reasoning" ], "before_clip": 66 }, { "question": "Where should the robot get the coffee beans?", "answer": "In the upper cabinet in the kitchen", "question_id": "bedroom_09_Q06", "reasoning": "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。", "timestamp": "15:25", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 29 }, { "question": "Who took Jessica's mobile phone actually?", "answer": "Bonnie", "question_id": "bedroom_09_Q07", "reasoning": "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。", "timestamp": "23:21", "type": [ "Cross-Modal Reasoning", "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 45 }, { "question": "What color of the baseball cap will Bonnie choose?", "answer": "Brown", "question_id": "bedroom_09_Q08", "reasoning": "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。", "timestamp": "26:10", "type": [ "General Knowledge Extraction" ], "before_clip": 51 }, { "question": "What color of the scarf will Jessica choose?", "answer": "Black", "question_id": "bedroom_09_Q09", "reasoning": "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。", "timestamp": "26:54", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 52 }, { "question": "Where would Andrew find the gift Bonnie prepared for him?", "answer": "Beside the bed", "question_id": "bedroom_09_Q10", "reasoning": "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。", "timestamp": "27:10", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 53 }, { "question": "Where will Andrew find the gift that Jessica hid?", "answer": "In the bookcase", "question_id": "bedroom_09_Q11", "reasoning": "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。", "timestamp": "27:36", "type": [ "Cross-Modal Reasoning" ], "before_clip": 54 }, { "question": "What kind of clothes does Jessica like?", "answer": "Dresses or skirts", "question_id": "bedroom_09_Q12", "reasoning": "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。", "timestamp": "32:28", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 63 } ] }, "study_06": { "video_path": "data/videos/robot/study_06.mp4", "mem_path": "data/memory_graphs/robot/study_06.pkl", "qa_list": [ { "question": "Should the water cup be placed on the table or be handed to Tom?", "answer": "Be handed to Tom.", "question_id": "study_06_Q01", "reasoning": "Tom回家后，Lucy让机器人给他一杯水，所以直接给Tom即可", "timestamp": "03:21", "type": [ "Person Understanding" ], "before_clip": 5 }, { "question": "What kind of book can be recommended?", "answer": "Food related books.", "question_id": "study_06_Q02", "reasoning": "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", "timestamp": "27:39", "type": [ "Multi-Detail Reasoning" ], "before_clip": 54 }, { "question": "Which book does Lucy like?", "answer": "One Hundred years of Solitude.", "question_id": "study_06_Q03", "reasoning": "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", "timestamp": "33:55", "type": [ "Person Understanding", "Cross-Modal Reasoning" ], "before_clip": 66 }, { "question": "Has the computer been playing music loudly all along?", "answer": "No.", "question_id": "study_06_Q04", "reasoning": "Tom要接电话，机器人把音乐关闭后，就一直保持关闭的状态", "timestamp": "33:55", "type": [ "General Knowledge Extraction" ], "before_clip": 66 }, { "question": "What's the relationship between Lucy and Tom?", "answer": "Lover.", "question_id": "study_06_Q05", "reasoning": "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", "timestamp": "33:55", "type": [ "Person Understanding", "Cross-Modal Reasoning" ], "before_clip": 66 }, { "question": "Will Lucy go out with Sara tomorrow?", "answer": "No.", "question_id": "study_06_Q06", "reasoning": "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", "timestamp": "33:55", "type": [ "Person Understanding" ], "before_clip": 66 }, { "question": "Has Tom finished his work today?", "answer": "No.", "question_id": "study_06_Q07", "reasoning": "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", "timestamp": "33:55", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 66 }, { "question": "How many study guidelines does Lucy write down?", "answer": "Four.", "question_id": "study_06_Q08", "reasoning": "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", "timestamp": "33:55", "type": [ "Multi-Detail Reasoning" ], "before_clip": 66 }, { "question": "Where Tom's USB drive be found?", "answer": "In his pocket. ; In his package.", "question_id": "study_06_Q09", "reasoning": "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。", "timestamp": "33:55", "type": [ "General Knowledge Extraction" ], "before_clip": 66 }, { "question": "Where Lucy's coffee be placed?", "answer": "On the empty bookshelf. ; On the first shelf on the right side of the bookshelf.", "question_id": "study_06_Q10", "reasoning": "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。", "timestamp": "07:33", "type": [ "General Knowledge Extraction" ], "before_clip": 14 }, { "question": "What should the robot do to the music?", "answer": "Turn down the music.", "question_id": "study_06_Q11", "reasoning": "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", "timestamp": "23:14", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 45 }, { "question": "Should 'Les Mis é rables' be placed on the upper shelf of the bookshelf or the lower shelf?", "answer": "On the upper shelf of the bookshelf.", "question_id": "study_06_Q12", "reasoning": "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", "timestamp": "13:35", "type": [ "General Knowledge Extraction" ], "before_clip": 26 }, { "question": "Where is the red pen?", "answer": "On the desk.", "question_id": "study_06_Q13", "reasoning": "可以清楚的看见红笔就在书桌上，可以直接拿给Lucy", "timestamp": "16:04", "type": [ "General Knowledge Extraction" ], "before_clip": 31 }, { "question": "What snacks were recommended to Lucy by the robot?", "answer": "Hawthorn rolls and jelly.", "question_id": "study_06_Q14", "reasoning": "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", "timestamp": "10:07", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 19 }, { "question": "Is Lucy's novel on the upper shelf of the bookshelf or the lower shelf?", "answer": "On the upper shelf.", "question_id": "study_06_Q15", "reasoning": "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", "timestamp": "22:46", "type": [ "General Knowledge Extraction" ], "before_clip": 44 }, { "question": "Does Tom prefer magazines or poetry collections?", "answer": "Magazines.", "question_id": "study_06_Q16", "reasoning": "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", "timestamp": "23:20", "type": [ "Person Understanding" ], "before_clip": 45 }, { "question": "Is the magazine on the desk or on the bookshelf?", "answer": "On the desk.", "question_id": "study_06_Q17", "reasoning": "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", "timestamp": "23:21", "type": [ "Cross-Modal Reasoning" ], "before_clip": 45 } ] }, "kitchen_06": { "video_path": "data/videos/robot/kitchen_06.mp4", "mem_path": "data/memory_graphs/robot/kitchen_06.pkl", "qa_list": [ { "question": "Where should the robot put the flour?", "answer": "In the upper cabinet", "question_id": "kitchen_06_Q01", "reasoning": "刚开始做巧克力饼干时，第一步就是Caine叫Curry在上面的柜子拿出面粉。因此应放回上面的柜子。", "timestamp": "03:45", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction" ], "before_clip": 6 }, { "question": "Does Caine do things carefully?", "answer": "Yes", "question_id": "kitchen_06_Q02", "reasoning": "取面粉时Caine要使用测量杯取适当的量，还说Curry取的量多了一点。取可可粉时他也说需要测量。因此Caine是一个做事比较小心谨慎的人。", "timestamp": "34:47", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 68 }, { "question": "How many things are used to improve the cooked biscuits?", "answer": "3", "question_id": "kitchen_06_Q03", "reasoning": "Caine首先提出要加点装饰在做好的饼干上，然后用了巧克力酱。Curry说加点坚果碎，可以更美味，于是两人又加了坚果碎。最后Caine又说加点糖粉上去。所以做好后又加了三样东西在饼干上。", "timestamp": "34:47", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 68 }, { "question": "Does Caine care about hygeine?", "answer": "Yes", "question_id": "kitchen_06_Q04", "reasoning": "两人把食材搅拌使其混合在一起后，Caine用手把混合物分成了一小块一小块，然后说自己的手脏了，因为碰了食材的混合物，一定要洗手。在等待饼干加热的过程中，Caine说可以先清洗一下用过的工具，然后就开始清洗。所以Caine是重视卫生的。", "timestamp": "34:47", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 68 }, { "question": "Is Caine completely familiar with the procedures of making biscuits?", "answer": "No", "question_id": "kitchen_06_Q05", "reasoning": "Curry曾说已经在手机上写好了饼干的食谱。取完面粉后Curry说要看一下食谱，而且每完成一个步骤，Curry都要再看一下。因此不能说Curry完全掌握了饼干的食谱。", "timestamp": "34:47", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 68 }, { "question": "Where can the melted butter be got?", "answer": "From the oven", "question_id": "kitchen_06_Q06", "reasoning": "Caine曾让Curry把黄油放到烤箱里，使黄油融化。", "timestamp": "10:13", "type": [ "General Knowledge Extraction" ], "before_clip": 19 }, { "question": "Where should the robot get the cocoa powder?", "answer": "From the seasoning rack", "question_id": "kitchen_06_Q07", "reasoning": "Caine曾说他要告诉Curry一个厨房规则，就是不需要冷冻的材料都在调味架上。因此推测可可粉在调味架上。", "timestamp": "09:24", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction" ], "before_clip": 17 }, { "question": "Where can the robot get the chocolate jam?", "answer": "From the fridge", "question_id": "kitchen_06_Q08", "reasoning": "Caine曾说他要告诉Curry一个厨房规则，就是不需要冷冻的材料都在调味架上。而巧克力酱是需要冷冻的，所以推测应该去冰箱拿。", "timestamp": "26:13", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 51 }, { "question": "Where can the robot get the powdered sugar?", "answer": "From the seasoning rack", "question_id": "kitchen_06_Q09", "reasoning": "Caine曾说他要告诉Curry一个厨房规则，就是不需要冷冻的材料都在调味架上。因此推测糖粉在调味架上。", "timestamp": "31:36", "type": [ "General Knowledge Extraction" ], "before_clip": 62 }, { "question": "How many things are taken from the upper cabinet?", "answer": "3", "question_id": "kitchen_06_Q10", "reasoning": "刚开始制作时Caine就说要从上面的橱柜拿出面粉，后来制作完成后说要拿小礼品盒把饼干装起来，Curry也说要拿丝带绑个结。所以一共从中拿了三样东西。", "timestamp": "34:47", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 68 }, { "question": "How many things are taken from the cupboard below?", "answer": "5", "question_id": "kitchen_06_Q11", "reasoning": "测量杯被从下面的橱柜拿出用于测量面粉的量，后来小碗也被拿出用于装黄油，饼干模具也被拿出用于给饼干定形，盘子也被拿出用于装饼干完成品。所以一共从中拿了四种东西。视频中的大碗，测量杯，小碗，模具以及盘子都是从下面的橱柜里拿出来的，所以一共拿出了5样东西，故同学答案正确。", "timestamp": "34:47", "type": [ "Multi-Detail Reasoning" ], "before_clip": 68 }, { "question": "How many ingredients are taken from the fridge for the biscuit?", "answer": "3", "question_id": "kitchen_06_Q12", "reasoning": "Caine曾在冰箱中取出黄油。后来巧克力酱和坚果碎也被取出用于装饰饼干。所以一共从冰箱取了三种材料。", "timestamp": "34:47", "type": [ "Multi-Detail Reasoning" ], "before_clip": 68 }, { "question": "How many bowls are used?", "answer": "2", "question_id": "kitchen_06_Q13", "reasoning": "装白糖时，Caine说要一个大碗，于是两人用了一个大碗，装黄油Caine说要一个小碗，于是又用了一个小碗，所以一共用了两个碗。", "timestamp": "34:47", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 68 } ] }, "study_23": { "video_path": "data/videos/robot/study_23.mp4", "mem_path": "data/memory_graphs/robot/study_23.pkl", "qa_list": [ { "question": "Where can the robot get the cleaning brush?", "answer": "The white box", "question_id": "study_23_Q01", "reasoning": "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。", "timestamp": "04:25", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 7 }, { "question": "What car brands does Mary like?", "answer": "Aston Martin and Enzo.", "question_id": "study_23_Q02", "reasoning": "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。", "timestamp": "34:02", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 67 }, { "question": "How many times is the mop used?", "answer": "Twice", "question_id": "study_23_Q03", "reasoning": "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。", "timestamp": "34:02", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 67 }, { "question": "Do Mary and Sophia have the same taste?", "answer": "No", "question_id": "study_23_Q04", "reasoning": "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。", "timestamp": "34:02", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 67 }, { "question": "Does Sophia care about tidiness?", "answer": "Yes", "question_id": "study_23_Q05", "reasoning": "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。", "timestamp": "34:02", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 67 }, { "question": "Is Sophia willing to forgive others' mistake?", "answer": "Yes", "question_id": "study_23_Q06", "reasoning": "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。", "timestamp": "34:02", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 67 }, { "question": "Why does Sophia stop focusing on The Fast and the Furious?", "answer": "She is too sad about Paul's accident.", "question_id": "study_23_Q07", "reasoning": "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。", "timestamp": "06:56", "type": [ "Person Understanding" ], "before_clip": 12 }, { "question": "Where can the robot get the orange juice?", "answer": "The cabinet beside the lamp", "question_id": "study_23_Q08", "reasoning": "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。", "timestamp": "09:04", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 17 }, { "question": "Where can the robot get the car model?", "answer": "On the cabinet next to the desk.", "question_id": "study_23_Q09", "reasoning": "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。", "timestamp": "11:54", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction" ], "before_clip": 22 }, { "question": "What kind of spirit inspires Sophia to achieve success?", "answer": "The spirit of self-improvement and persistence", "question_id": "study_23_Q10", "reasoning": "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。", "timestamp": "13:19", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 25 }, { "question": "How many people are going to the film finally?", "answer": "3", "question_id": "study_23_Q11", "reasoning": "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。", "timestamp": "22:18", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 43 }, { "question": "Who is Sophia's model?", "answer": "Paul", "question_id": "study_23_Q12", "reasoning": "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。", "timestamp": "34:02", "type": [ "Multi-Detail Reasoning" ], "before_clip": 67 }, { "question": "How many movies about car are mentioned?", "answer": "3", "question_id": "study_23_Q13", "reasoning": "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。", "timestamp": "34:02", "type": [ "Multi-Detail Reasoning" ], "before_clip": 67 }, { "question": "How many positions are the car model placed?", "answer": "2", "question_id": "study_23_Q14", "reasoning": "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。", "timestamp": "34:02", "type": [ "Multi-Detail Reasoning" ], "before_clip": 67 } ] }, "living_room_14": { "video_path": "data/videos/robot/living_room_14.mp4", "mem_path": "data/memory_graphs/robot/living_room_14.pkl", "qa_list": [ { "question": "Why was Joy upset at first?", "answer": "Because she can't buy any more potted plants.", "question_id": "living_room_14_Q01", "reasoning": "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", "timestamp": "02:25", "type": [ "Person Understanding", "Cross-Modal Reasoning" ], "before_clip": 3 }, { "question": "What's Joy's favorite fruit?", "answer": "Oranges.", "question_id": "living_room_14_Q02", "reasoning": "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", "timestamp": "36:43", "type": [ "Person Understanding", "Cross-Modal Reasoning" ], "before_clip": 72 }, { "question": "Who has won the most times?", "answer": "Jessie.", "question_id": "living_room_14_Q03", "reasoning": "三人一共玩了七轮，Jessie赢了四次，所以她赢的次数最多", "timestamp": "36:43", "type": [ "Multi-Detail Reasoning" ], "before_clip": 72 }, { "question": "How many times did Joy go out?", "answer": "One.", "question_id": "living_room_14_Q04", "reasoning": "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", "timestamp": "36:43", "type": [ "Person Understanding" ], "before_clip": 72 }, { "question": "Does Jane care about tidiness?", "answer": "Yes.", "question_id": "living_room_14_Q05", "reasoning": "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", "timestamp": "36:43", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 72 }, { "question": "Where is the remote control after used by Joy?", "answer": "On the left rack near by the sofa.", "question_id": "living_room_14_Q06", "reasoning": "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", "timestamp": "06:04", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 11 }, { "question": "Where is the fruit knife?", "answer": "In the fruit bowl.", "question_id": "living_room_14_Q07", "reasoning": "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。", "timestamp": "07:23", "type": [ "General Knowledge Extraction" ], "before_clip": 13 }, { "question": "Where is Jane's cup?", "answer": "Under the coffee table.", "question_id": "living_room_14_Q08", "reasoning": "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", "timestamp": "15:18", "type": [ "Cross-Modal Reasoning" ], "before_clip": 29 }, { "question": "Who won the card game in the first round?", "answer": "No one.", "question_id": "living_room_14_Q09", "reasoning": "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", "timestamp": "18:08", "type": [ "General Knowledge Extraction" ], "before_clip": 35 }, { "question": "Where is the snack?", "answer": "On the TV stand.", "question_id": "living_room_14_Q10", "reasoning": "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", "timestamp": "24:48", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 48 }, { "question": "Where is the drink?", "answer": "On the TV stand.", "question_id": "living_room_14_Q11", "reasoning": "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", "timestamp": "29:24", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 57 }, { "question": "Where is the magzine Jane read before?", "answer": "On the first layer of the table between two sofas.", "question_id": "living_room_14_Q12", "reasoning": "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。", "timestamp": "32:03", "type": [ "General Knowledge Extraction" ], "before_clip": 63 }, { "question": "Where should Robot put the snacks and drinks?", "answer": "On the second layer of the cabinet in the balcony.", "question_id": "living_room_14_Q13", "reasoning": "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。", "timestamp": "33:41", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 66 } ] }, "kitchen_16": { "video_path": "data/videos/robot/kitchen_16.mp4", "mem_path": "data/memory_graphs/robot/kitchen_16.pkl", "qa_list": [ { "question": "What should the robot do when Anthony got in the kitchen?", "answer": "Hand him a bandana to keep the kitchen hygienic", "question_id": "kitchen_16_Q01", "reasoning": "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", "timestamp": "01:12", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 1 }, { "question": "Does Adam have high food hygiene requirements?", "answer": "Yes.", "question_id": "kitchen_16_Q02", "reasoning": "他对卫生要求很高比如带头巾防止头发进入食物等", "timestamp": "39:21", "type": [ "Person Understanding" ], "before_clip": 77 }, { "question": "Who is stronger, Adam or Anthony?", "answer": "Anthony.", "question_id": "kitchen_16_Q03", "reasoning": "Anthony可以帮 Adam拧开瓶子等，可以看出力气更大", "timestamp": "39:21", "type": [ "Person Understanding", "Multi-Hop Reasoning" ], "before_clip": 77 }, { "question": "What are Anthony and Adam most likely to eat for breakfast tomorrow?", "answer": "Steak.", "question_id": "kitchen_16_Q04", "reasoning": "他们谈论的过程中表示吃了好多天三明治，想换成牛排", "timestamp": "39:21", "type": [ "Multi-Detail Reasoning" ], "before_clip": 77 }, { "question": "Which color garbage can holds kitchen waste?", "answer": "White.", "question_id": "kitchen_16_Q05", "reasoning": "鸡蛋壳和橙子皮等都放进了白色垃圾桶", "timestamp": "39:21", "type": [ "General Knowledge Extraction" ], "before_clip": 77 }, { "question": "Does Adam have light tastes?", "answer": "No.", "question_id": "kitchen_16_Q06", "reasoning": "Adam每天都要吃辣酱，因此是重口味的", "timestamp": "39:21", "type": [ "Person Understanding" ], "before_clip": 77 }, { "question": "Where should the robot put the mixing bowl to wash it?", "answer": "Dishwasher.", "question_id": "kitchen_16_Q07", "reasoning": "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", "timestamp": "07:16", "type": [ "General Knowledge Extraction" ], "before_clip": 13 }, { "question": "How much sugar should be weighed?", "answer": "70g.", "question_id": "kitchen_16_Q08", "reasoning": "和面粉一比一的比例", "timestamp": "10:31", "type": [ "General Knowledge Extraction" ], "before_clip": 20 }, { "question": "What should the robot do with the piece of lemon?", "answer": "Throw it in the white trash can.", "question_id": "kitchen_16_Q09", "reasoning": "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", "timestamp": "12:20", "type": [ "General Knowledge Extraction" ], "before_clip": 23 }, { "question": "What should the robot do before using egg beater?", "answer": "Clean them first.", "question_id": "kitchen_16_Q10", "reasoning": "Adam使用脏了的打蛋器时应该先清洗以免发生霉变。", "timestamp": "14:30", "type": [ "General Knowledge Extraction" ], "before_clip": 28 }, { "question": "Where are the eggs?", "answer": "In the fridge.", "question_id": "kitchen_16_Q11", "reasoning": "Adam用完以后把鸡蛋放回进冰箱里", "timestamp": "18:23", "type": [ "General Knowledge Extraction" ], "before_clip": 35 }, { "question": "How should the robot clean up the table?", "answer": "Wash kitchenware and put it back in its place.", "question_id": "kitchen_16_Q12", "reasoning": "用完的厨具自然要清洗干净并放回原位", "timestamp": "26:33", "type": [ "General Knowledge Extraction" ], "before_clip": 52 }, { "question": "Where should the uneaten food be threw?", "answer": "White trash.", "question_id": "kitchen_16_Q13", "reasoning": "厨余垃圾扔进白色垃圾桶", "timestamp": "32:57", "type": [ "General Knowledge Extraction" ], "before_clip": 64 }, { "question": "Where should the sugar be placed after finishing weighing it?", "answer": "Put them back in Cabinet under the gas stove.", "question_id": "kitchen_16_Q14", "reasoning": "Adam和Anthony强调用完东西要放放回原位", "timestamp": "39:21", "type": [ "General Knowledge Extraction" ], "before_clip": 77 } ] }, "kitchen_07": { "video_path": "data/videos/robot/kitchen_07.mp4", "mem_path": "data/memory_graphs/robot/kitchen_07.pkl", "qa_list": [ { "question": "Where is the coffee powder originally placed?", "answer": "In the first drawer of the cabinet next to the refrige.", "question_id": "kitchen_07_Q01", "reasoning": "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", "timestamp": "08:57", "type": [ "Cross-Modal Reasoning" ], "before_clip": 16 }, { "question": "Does Alan like her job?", "answer": "No, she dislikes her job.", "question_id": "kitchen_07_Q02", "reasoning": "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。", "timestamp": "30:49", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 60 }, { "question": "What kind of activities does Jennie like?", "answer": "Outdoor activities", "question_id": "kitchen_07_Q03", "reasoning": "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。", "timestamp": "30:49", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 60 }, { "question": "Does Amy have a good temper?", "answer": "Yes", "question_id": "kitchen_07_Q04", "reasoning": "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。", "timestamp": "30:49", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 60 }, { "question": "Who is the busiest,Jennie,Amy or Alan?", "answer": "Amy", "question_id": "kitchen_07_Q05", "reasoning": "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。", "timestamp": "30:49", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 60 }, { "question": "Is Amy willing to give Alan coffe powder?", "answer": "No", "question_id": "kitchen_07_Q06", "reasoning": "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。", "timestamp": "08:57", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 16 }, { "question": "Where should the robot place the coffee powder back?", "answer": "In the first drawer of the cabinet next to the refrige.", "question_id": "kitchen_07_Q07", "reasoning": "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", "timestamp": "10:00", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 19 }, { "question": "Where should the robot place the cookie?", "answer": "In the drawer of the upper level of fridge", "question_id": "kitchen_07_Q08", "reasoning": "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。", "timestamp": "23:40", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 46 }, { "question": "What drink does Alan like?", "answer": "Coffee.", "question_id": "kitchen_07_Q09", "reasoning": "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。", "timestamp": "30:49", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 60 }, { "question": "Do both Alan and Jennie like the vegetable salad?", "answer": "No", "question_id": "kitchen_07_Q10", "reasoning": "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。", "timestamp": "30:49", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 60 }, { "question": "What kind of food does Jennie like?", "answer": "Snacks", "question_id": "kitchen_07_Q11", "reasoning": "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。", "timestamp": "30:49", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 60 }, { "question": "How many times was the mop used?", "answer": "Twice", "question_id": "kitchen_07_Q12", "reasoning": "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。", "timestamp": "30:49", "type": [ "Multi-Detail Reasoning" ], "before_clip": 60 }, { "question": "How many drinks altogether did Alan have today?", "answer": "One.", "question_id": "kitchen_07_Q13", "reasoning": "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。", "timestamp": "30:49", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 60 } ] }, "bedroom_06": { "video_path": "data/videos/robot/bedroom_06.mp4", "mem_path": "data/memory_graphs/robot/bedroom_06.pkl", "qa_list": [ { "question": "What is in the box under the bed?", "answer": "Mia's collections", "question_id": "bedroom_06_Q01", "reasoning": "Mia早前问Anna想不想看她的收藏，Anna说想，她很好奇。然后Mia就说要拿出床底的箱子。因此箱子里就是她的收藏品。", "timestamp": "03:03", "type": [ "General Knowledge Extraction" ], "before_clip": 5 }, { "question": "How many times was the scale used?", "answer": "Twice", "question_id": "bedroom_06_Q02", "reasoning": "Anna觉得自己胖了点，所以拿秤出来称体重，然后Mia也站上去称了一下。因此一共用了两次秤。", "timestamp": "32:33", "type": [ "Multi-Detail Reasoning" ], "before_clip": 64 }, { "question": "How many times was the wardrobe opened?", "answer": "Four.", "question_id": "bedroom_06_Q03", "reasoning": "Mia让Anna去看衣柜里的礼物时打开了一次衣柜，Mia选明天的穿搭时打开了一次，Mia收拾东西进包包时又开了一次。一共开了三次。让robot放床品时也打开一次", "timestamp": "32:33", "type": [ "Multi-Detail Reasoning" ], "before_clip": 64 }, { "question": "What are Mia's recent purchases?", "answer": "Necklace, pajamas, gloves, phone case", "question_id": "bedroom_06_Q04", "reasoning": "两人选择饰品时，Mia说过这条项链是她几天前才买的。邀请Anna在她家睡觉时，她又说买了新睡衣。然后她还说新手套要放到床边的抽屉，后来要试新手机壳。因此最近新买东西有项链、睡衣、手套和手机壳子。", "timestamp": "32:33", "type": [ "Multi-Detail Reasoning" ], "before_clip": 64 }, { "question": "Who cares about tidiness and hygiene more, Mia or Anna?", "answer": "Anna", "question_id": "bedroom_06_Q05", "reasoning": "Mia邀请Anna在她家睡觉后，Anna去洗了澡，可是Anna说她今天太累了，不洗澡了。而且最后两人准备躺下睡觉时，Anna说床上太乱了，然后收拾了一下。因此Anna更注重卫生和整洁。", "timestamp": "32:33", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 64 }, { "question": "Does Anna care about the social media?", "answer": "Yes", "question_id": "bedroom_06_Q06", "reasoning": "Anna刚开始没多久说要用手机聊媒体信息。而且Anna收到Mia送的礼物后，拍了照片要发到社交媒体。然后还和Mia一起拍了照，说要选一些放到社交媒体。因此Anna是关心社交媒体的。", "timestamp": "32:33", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 64 }, { "question": "How many gifts were stored in the box under the bed?", "answer": "Three.", "question_id": "bedroom_06_Q07", "reasoning": "Mia从箱子里拿出玩偶，说是姐姐送的。然后又拿出披肩，说是奶奶亲手织给她的。因此箱子里一共两种物品是礼物。除参考答案外，还有前男友情书。", "timestamp": "06:55", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 12 }, { "question": "How many kinds of things were taken from the box under the bed?", "answer": "4", "question_id": "bedroom_06_Q08", "reasoning": "两人首先从箱子拿出了照片，然后Mia找出了信件和娃娃，最后拿出了奶奶做的披肩。所以一共从箱子里拿出了四种东西。", "timestamp": "06:55", "type": [ "Multi-Detail Reasoning" ], "before_clip": 12 }, { "question": "What did Anna find in the wardrobe?", "answer": "A gift", "question_id": "bedroom_06_Q09", "reasoning": "Mia说衣柜里有奶奶给她亲手做的帽子，让Anna去看看，Anna打开衣柜发现一个新箱子，便问Mia是不是为她准备的，Mia说是的，今天是她们相遇的十周年。因此Anna在衣柜发现的是Mia送的礼物，而且还打开了。", "timestamp": "08:16", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 15 }, { "question": "Which level of wardrobe should the robot put the dress?", "answer": "In the first level of wardrobe from the top", "question_id": "bedroom_06_Q10", "reasoning": "Mia为明天选择穿搭时，从衣柜里拿了裙子和裤子，然后放到床上挑选。因此裙子应该放回衣柜第一层。", "timestamp": "14:38", "type": [ "General Knowledge Extraction" ], "before_clip": 28 }, { "question": "Where should the robot put the pants?", "answer": "In the drawer of wardrobe", "question_id": "bedroom_06_Q11", "reasoning": "Mia为明天选择穿搭时，从衣柜中间的抽屉拿了裤子，然后放到床上挑选。因此裤子应该放回衣柜中间的抽屉", "timestamp": "14:38", "type": [ "General Knowledge Extraction" ], "before_clip": 28 }, { "question": "What's black in Mia's dress tomorrow?", "answer": "Pants and bag", "question_id": "bedroom_06_Q12", "reasoning": "两人挑选裤子时，Mia拿了三条裤子放在床上挑选，Anna为Mia推荐了黑色的那条，虽然Mia有所犹豫，但最后还是选了黑色的裤子。然后挑选包包时，Mia拿出她的黑色包包，说是花了很多钱买的，Anna也觉得很不错，于是Mia决定了用黑色的包包。因此Mia明天的装扮中，裤子和包包是黑色的.", "timestamp": "16:45", "type": [ "Multi-Detail Reasoning" ], "before_clip": 32 }, { "question": "What is in the package?", "answer": "New pajamas", "question_id": "bedroom_06_Q13", "reasoning": "Mia邀请Anna今晚在她家睡，后来还说买了新的睡衣，让Mia试试。然后她说要拿包裹，那么包裹里应该是新买的睡衣。", "timestamp": "20:20", "type": [ "Multi-Detail Reasoning" ], "before_clip": 39 }, { "question": "Where should the robot get the black bag?", "answer": "On the bed", "question_id": "bedroom_06_Q14", "reasoning": "Mia挑选包包时把包包放到了床上，不需要的放回了原位，需要的黑色包包还在床上。因此应该到床上拿包包。", "timestamp": "26:24", "type": [ "General Knowledge Extraction" ], "before_clip": 51 } ] }, "living_room_03": { "video_path": "data/videos/robot/living_room_03.mp4", "mem_path": "data/memory_graphs/robot/living_room_03.pkl", "qa_list": [ { "question": "Which place is the last time that robot can get the towel?", "answer": "On the backrest of the black sofa", "question_id": "living_room_03_Q01", "reasoning": "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。", "timestamp": "13:35", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 26 }, { "question": "What key points should be paid attention to when keeping fit?", "answer": "Reasonable planning and exercise in rotation.", "question_id": "living_room_03_Q02", "reasoning": "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", "timestamp": "35:51", "type": [ "General Knowledge Extraction", "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 70 }, { "question": "Does Tara have a habit of keeping fit?", "answer": "Yes", "question_id": "living_room_03_Q03", "reasoning": "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。", "timestamp": "35:51", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 70 }, { "question": "Is TARa used to finishing her drinks in one gulp?", "answer": "No", "question_id": "living_room_03_Q04", "reasoning": "\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", "timestamp": "35:51", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 70 }, { "question": "What items need to be tidied up on the table?", "answer": "The fruit on the table", "question_id": "living_room_03_Q05", "reasoning": "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，", "timestamp": "35:51", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 70 }, { "question": "Where does Betty's towel need to be placed back?", "answer": "In the bathroom.", "question_id": "living_room_03_Q06", "reasoning": "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", "timestamp": "13:35", "type": [ "General Knowledge Extraction" ], "before_clip": 26 }, { "question": "Does Betty work out just to be fit?", "answer": "No", "question_id": "living_room_03_Q07", "reasoning": "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。", "timestamp": "17:37", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 34 }, { "question": "Where is Betty's fitness plan sheet?", "answer": "On the TV cabinet.", "question_id": "living_room_03_Q08", "reasoning": "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。", "timestamp": "17:50", "type": [ "Cross-Modal Reasoning" ], "before_clip": 34 }, { "question": "Where is Betty's cup?", "answer": "Under the table ; On the floor.", "question_id": "living_room_03_Q09", "reasoning": "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。", "timestamp": "19:06", "type": [ "Multi-Detail Reasoning" ], "before_clip": 37 }, { "question": "Where is Tara's yoga mat?", "answer": "In storeroom", "question_id": "living_room_03_Q10", "reasoning": "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。", "timestamp": "32:21", "type": [ "General Knowledge Extraction" ], "before_clip": 63 }, { "question": "What kind of fruit does Betty like。strawberries or apples？", "answer": "Apples.", "question_id": "living_room_03_Q11", "reasoning": "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。", "timestamp": "35:51", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 70 }, { "question": "What is Tara's profession?", "answer": "An advertising designer", "question_id": "living_room_03_Q12", "reasoning": "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。", "timestamp": "35:51", "type": [ "Person Understanding" ], "before_clip": 70 }, { "question": "Does Betty like black coffee ?", "answer": "Yes", "question_id": "living_room_03_Q13", "reasoning": "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。", "timestamp": "24:10", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 47 } ] }, "study_19": { "video_path": "data/videos/robot/study_19.mp4", "mem_path": "data/memory_graphs/robot/study_19.pkl", "qa_list": [ { "question": "Where should the robot put the magazine?", "answer": "On the bookshelf", "question_id": "study_19_Q01", "reasoning": "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。", "timestamp": "04:08", "type": [ "General Knowledge Extraction" ], "before_clip": 7 }, { "question": "Who drinked coffee?", "answer": "Cooper and Malloy", "question_id": "study_19_Q02", "reasoning": "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。", "timestamp": "32:24", "type": [ "Multi-Detail Reasoning" ], "before_clip": 63 }, { "question": "Who has the strongest desire to win,Malloy, Cooper or Emily?", "answer": "Cooper", "question_id": "study_19_Q03", "reasoning": "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。", "timestamp": "32:24", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 63 }, { "question": "Who is the most careful,Malloy,Cooper orEmily?", "answer": "Malloy", "question_id": "study_19_Q04", "reasoning": "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。", "timestamp": "32:24", "type": [ "Person Understanding", "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 63 }, { "question": "How many cups of water are drinked?", "answer": "2", "question_id": "study_19_Q05", "reasoning": "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。", "timestamp": "32:24", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 63 }, { "question": "Where should the robot get Cooper's pen?", "answer": "On the armrest of the sofa", "question_id": "study_19_Q06", "reasoning": "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。", "timestamp": "09:36", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 18 }, { "question": "Where should the robot put the file?", "answer": "In the drawer under the table.", "question_id": "study_19_Q07", "reasoning": "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", "timestamp": "10:52", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 20 }, { "question": "Who loses the most checker games,Malloy, Cooper or Emily?", "answer": "Cooper", "question_id": "study_19_Q08", "reasoning": "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。", "timestamp": "21:42", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 42 }, { "question": "Where can the robot get the water?", "answer": "The kettle beside the balcony door ; On the shelf beside the balcony.", "question_id": "study_19_Q09", "reasoning": "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。", "timestamp": "22:53", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 44 }, { "question": "Do Malloy,Cooper and Emily eat the same food?", "answer": "Yes", "question_id": "study_19_Q10", "reasoning": "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。", "timestamp": "30:37", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 60 } ] }, "living_room_21": { "video_path": "data/videos/robot/living_room_21.mp4", "mem_path": "data/memory_graphs/robot/living_room_21.pkl", "qa_list": [ { "question": "Where should the robot get the juice?", "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.", "question_id": "living_room_21_Q01", "reasoning": "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。", "timestamp": "07:14", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 13 }, { "question": "What is being shown on the TV most of time?", "answer": "Attack on Titan.", "question_id": "living_room_21_Q02", "reasoning": "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。", "timestamp": "37:25", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 73 }, { "question": "After the table has been cleaned in the end, how many kinds of beverages are left on it?", "answer": "Tea, cola, and juice", "question_id": "living_room_21_Q03", "reasoning": "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。", "timestamp": "37:25", "type": [ "Multi-Detail Reasoning" ], "before_clip": 73 }, { "question": "Is Lily good at summarizing?", "answer": "Yes", "question_id": "living_room_21_Q04", "reasoning": "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。", "timestamp": "37:25", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 73 }, { "question": "Where is the remote control when Lily try to turn up the volume?", "answer": "On her right hand.", "question_id": "living_room_21_Q05", "reasoning": "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", "timestamp": "09:01", "type": [ "Multi-Detail Reasoning" ], "before_clip": 17 }, { "question": "How many cards are left after the first round of card playing between the two people?", "answer": "15", "question_id": "living_room_21_Q06", "reasoning": "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。", "timestamp": "34:50", "type": [ "Multi-Detail Reasoning" ], "before_clip": 68 }, { "question": "Where should Ada get the key?", "answer": "On the hook on the entryway cabinet.", "question_id": "living_room_21_Q07", "reasoning": "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。", "timestamp": "10:09", "type": [ "Multi-Detail Reasoning" ], "before_clip": 19 }, { "question": "Why does Lily have red spots?", "answer": "Lily is allergic to blueberries.", "question_id": "living_room_21_Q08", "reasoning": "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。", "timestamp": "20:59", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 40 }, { "question": "Where should the robot get the vitamin water?", "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.", "question_id": "living_room_21_Q09", "reasoning": "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。", "timestamp": "35:36", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 70 }, { "question": "How much money does Ada have left after paying the rent every month?", "answer": "7000", "question_id": "living_room_21_Q10", "reasoning": "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。", "timestamp": "37:25", "type": [ "Multi-Detail Reasoning" ], "before_clip": 73 }, { "question": "How much does Ada spend on shopping every month?", "answer": "600", "question_id": "living_room_21_Q11", "reasoning": "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。", "timestamp": "37:25", "type": [ "Multi-Detail Reasoning" ], "before_clip": 73 }, { "question": "How much does Joyce spend on going to KFC every month?", "answer": "400", "question_id": "living_room_21_Q12", "reasoning": "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。", "timestamp": "37:25", "type": [ "Multi-Detail Reasoning" ], "before_clip": 73 } ] }, "kitchen_09": { "video_path": "data/videos/robot/kitchen_09.mp4", "mem_path": "data/memory_graphs/robot/kitchen_09.pkl", "qa_list": [ { "question": "where is Alan's glass cup？", "answer": "on the table", "question_id": "kitchen_09_Q01", "reasoning": "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", "timestamp": "01:07", "type": [ "General Knowledge Extraction" ], "before_clip": 1 }, { "question": "Does Alan stick to work out recently?", "answer": "Yes,she does.", "question_id": "kitchen_09_Q02", "reasoning": "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", "timestamp": "36:22", "type": [ "Person Understanding" ], "before_clip": 71 }, { "question": "why did rose feel uncomfortable?", "answer": "She did exercise without eating", "question_id": "kitchen_09_Q03", "reasoning": "rose说再也不空腹运动了，由此推测他是因为空腹", "timestamp": "36:22", "type": [ "Person Understanding" ], "before_clip": 71 }, { "question": "what did rose drink in the morning finally？", "answer": "milk", "question_id": "kitchen_09_Q04", "reasoning": "最开始三个人准备的都是咖啡，alan让rose喝有营养的牛奶", "timestamp": "36:22", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 71 }, { "question": "what has been overcooked in the breakfast", "answer": "egg", "question_id": "kitchen_09_Q05", "reasoning": "视频最后可以看出，所有的食物只有鸡蛋糊了", "timestamp": "36:22", "type": [ "Multi-Detail Reasoning" ], "before_clip": 71 }, { "question": "Who cares most about tidiness, Alan, Rose or Jason?", "answer": "Alan", "question_id": "kitchen_09_Q06", "reasoning": "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", "timestamp": "36:22", "type": [ "Person Understanding", "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 71 }, { "question": "Who's up the latest，Alan, Jason or Rose?", "answer": "Rose", "question_id": "kitchen_09_Q07", "reasoning": "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", "timestamp": "01:48", "type": [ "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 2 }, { "question": "which ingredient doesn't fit them", "answer": "creamy macaroni", "question_id": "kitchen_09_Q08", "reasoning": "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", "timestamp": "03:57", "type": [ "Cross-Modal Reasoning" ], "before_clip": 6 }, { "question": "which ingredients should be prepared", "answer": "shrimp，eggs", "question_id": "kitchen_09_Q09", "reasoning": "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", "timestamp": "12:24", "type": [ "Multi-Detail Reasoning" ], "before_clip": 23 }, { "question": "which ingredient can be picked", "answer": "banana", "question_id": "kitchen_09_Q10", "reasoning": "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", "timestamp": "16:54", "type": [ "Multi-Detail Reasoning" ], "before_clip": 32 }, { "question": "how should the overcooked egg be dealt with", "answer": "Throw into the trash can.", "question_id": "kitchen_09_Q11", "reasoning": "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", "timestamp": "18:28", "type": [ "General Knowledge Extraction" ], "before_clip": 35 }, { "question": "What points should be paid attention when pouring the egg mixture into the pan?", "answer": "Spray the pan with an adequate amount of oil.", "question_id": "kitchen_09_Q12", "reasoning": "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", "timestamp": "20:21", "type": [ "Multi-Hop Reasoning" ], "before_clip": 39 }, { "question": "where can the cup be got?", "answer": "In the first drawer beneath the kitchen countertop.", "question_id": "kitchen_09_Q13", "reasoning": "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", "timestamp": "25:44", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 50 }, { "question": "Which level of the fridge can the milk be got?", "answer": "in the first level of the upper fridge from the bottom", "question_id": "kitchen_09_Q14", "reasoning": "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", "timestamp": "25:44", "type": [ "General Knowledge Extraction" ], "before_clip": 50 } ] }, "study_16": { "video_path": "data/videos/robot/study_16.mp4", "mem_path": "data/memory_graphs/robot/study_16.pkl", "qa_list": [ { "question": "Where did the robot put the eraser?", "answer": " It's in the black pencil box on the bookshelf.", "question_id": "study_16_Q01", "reasoning": "Chris将黑色笔盒放在了书橱中，一般橡皮也是放在笔盒中的，故当Paul下达将橡皮放到正确的地方时，机器人打开书橱将橡皮放入到黑色笔盒中。", "timestamp": "42:07", "type": [ "Cross-Modal Reasoning" ], "before_clip": 83 }, { "question": "How many cups did the robot take out in total?", "answer": "Seven", "question_id": "study_16_Q02", "reasoning": "根据指令，机器人先后四次从书橱中取出杯子，第一次一个，往后三次是六个，故共7个杯子。", "timestamp": "42:07", "type": [ "Multi-Detail Reasoning" ], "before_clip": 83 }, { "question": "How many times did the robot fetch water in total?", "answer": "Twice", "question_id": "study_16_Q03", "reasoning": "机器人根据指令分别从厨房和卫生间各接了一次水，故是两次。", "timestamp": "42:07", "type": [ "Multi-Detail Reasoning" ], "before_clip": 83 }, { "question": "How many types of items did the robot take out from the white box in the bookshelf?", "answer": "Three", "question_id": "study_16_Q04", "reasoning": "根据Paul和Chris的指令，机器人先后数次从书橱中的白色盒子中取出了塑料袋、数个杯子、剪刀，故是三种物品。", "timestamp": "42:07", "type": [ "Cross-Modal Reasoning", "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 83 }, { "question": "Where did the robot put the book?", "answer": "It's on the bookshelf", "question_id": "study_16_Q05", "reasoning": "机器人之前在将橡皮放入黑色笔盒时，打开了书橱，这是存放书的主要地方，故当Paul下达收起书的指令时，机器人接过书将它放入书橱中。", "timestamp": "42:07", "type": [ "General Knowledge Extraction" ], "before_clip": 83 }, { "question": "Where did the robot place the set three corner ruler together with?", "answer": "The black pencil box", "question_id": "study_16_Q06", "reasoning": "Paul意外发现Chris好久不见的三角尺，并提醒她不要乱放，以免需要的时候找不到，故当机器人接收到将三角板放起来的指令时，将它和黑色笔盒放在一起，因为两个物品在使用关系上高度相关。", "timestamp": "42:07", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 83 }, { "question": "Where did the robot put the rag?", "answer": "It's in the corner of room ; On the ground beside the cardboard box.", "question_id": "study_16_Q07", "reasoning": "之前Paul在墙角发现了抹布，并捡起来擦桌子，故当机器人接收到Paul将抹布放回原处的指令时，将抹布放在了墙角。", "timestamp": "42:07", "type": [ "Cross-Modal Reasoning" ], "before_clip": 83 }, { "question": "Where is the transparent glass ?", "answer": "It's in the white box on the bookshelf", "question_id": "study_16_Q08", "reasoning": "根据之前Chris从书橱白盒子中取塑料袋时发出的玻璃碰撞声可知里面有玻璃杯，因此当Paul下达拿玻璃杯指令时，机器人从白盒子中找到了玻璃杯。", "timestamp": "42:07", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 83 }, { "question": "Where are the dishwashing liquid?", "answer": "On the table in the dining room ; On the dining table in the kitchen.", "question_id": "study_16_Q09", "reasoning": "之前机器人去厨房接水时，经过餐厅看到了桌子上的洗洁精，因此当Chris下达拿洗洁精的指令时，机器人应去往餐厅", "timestamp": "42:07", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 83 }, { "question": "Where is the sponge?", "answer": "It's in the drawer", "question_id": "study_16_Q10", "reasoning": "之前拉开抽屉取出夹针时，海绵也在抽屉里，因此当Chris下达拿海绵指令时，机器人应该从抽屉里拿出海绵。", "timestamp": "42:07", "type": [ "Cross-Modal Reasoning" ], "before_clip": 83 }, { "question": "Where are the scissors?", "answer": "In the white box on the bookshelf", "question_id": "study_16_Q11", "reasoning": "之前机器人从书橱中的白盒子中拿出了塑料袋和杯子等物品，因此可以看到里面有剪刀，故当Chris下达需要剪刀的指令时，机器人可以拿到该物品。", "timestamp": "42:07", "type": [ "General Knowledge Extraction" ], "before_clip": 83 }, { "question": "Where is the spoon?", "answer": "In the bowl beside the window.", "question_id": "study_16_Q12", "reasoning": "之前机器人进过两次厨房，分别是接水和拿盐，勺子的位置摆放明显，故当接收到拿勺子的指令时，知道从厨房拿出勺子递给Paul。给出答案位置更准确", "timestamp": "42:07", "type": [ "Multi-Detail Reasoning" ], "before_clip": 83 } ] }, "kitchen_04": { "video_path": "data/videos/robot/kitchen_04.mp4", "mem_path": "data/memory_graphs/robot/kitchen_04.pkl", "qa_list": [ { "question": "How many glasses of water should the robot prepare?", "answer": "2", "question_id": "kitchen_04_Q01", "reasoning": "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。", "timestamp": "02:42", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 4 }, { "question": "Who organized the selection and the production of the food?", "answer": "Grace", "question_id": "kitchen_04_Q02", "reasoning": "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。", "timestamp": "40:41", "type": [ "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 80 }, { "question": "Who cared most about healthy diets?", "answer": "Joy", "question_id": "kitchen_04_Q03", "reasoning": "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。", "timestamp": "40:41", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 80 }, { "question": "Why did Blaze want to make chocolates?", "answer": "To share them with her colleagues", "question_id": "kitchen_04_Q04", "reasoning": "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。", "timestamp": "40:41", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 80 }, { "question": "Who proposed the healthiest dish for tomorrow's hiking?", "answer": "Joy", "question_id": "kitchen_04_Q05", "reasoning": "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。", "timestamp": "05:43", "type": [ "Person Understanding", "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 10 }, { "question": "Where can the robot get Joy's phone?", "answer": "On the round table ; On the dining table.", "question_id": "kitchen_04_Q06", "reasoning": "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。", "timestamp": "06:21", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 11 }, { "question": "What else ingredients does Joy need?", "answer": "Tomatoes and shredded cheese", "question_id": "kitchen_04_Q07", "reasoning": "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。", "timestamp": "08:18", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 15 }, { "question": "What dessert will Blaze make?", "answer": "Chocolate", "question_id": "kitchen_04_Q08", "reasoning": "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。", "timestamp": "14:45", "type": [ "Multi-Detail Reasoning" ], "before_clip": 28 }, { "question": "Did Grace manage to get the rice ready all at once?", "answer": "No", "question_id": "kitchen_04_Q09", "reasoning": "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。", "timestamp": "29:18", "type": [ "Person Understanding" ], "before_clip": 57 }, { "question": "What food does Joy hate?", "answer": "Raw onions.", "question_id": "kitchen_04_Q10", "reasoning": "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。", "timestamp": "34:53", "type": [ "Multi-Detail Reasoning" ], "before_clip": 68 }, { "question": "What kind of food is Grace allergic to?", "answer": "Peanuts.", "question_id": "kitchen_04_Q11", "reasoning": "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。", "timestamp": "40:41", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 80 }, { "question": "Are Blaze, Joy and Grace colleagues?", "answer": "yes", "question_id": "kitchen_04_Q12", "reasoning": "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。", "timestamp": "40:41", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 80 } ] }, "living_room_11": { "video_path": "data/videos/robot/living_room_11.mp4", "mem_path": "data/memory_graphs/robot/living_room_11.pkl", "qa_list": [ { "question": "Does Tiki wear the hat to stay cool?", "answer": "No", "question_id": "living_room_11_Q01", "reasoning": "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。", "timestamp": "01:44", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 2 }, { "question": "Does Tiki love chocolates very much?", "answer": "Yes", "question_id": "living_room_11_Q02", "reasoning": "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。", "timestamp": "21:23", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 41 }, { "question": "Where can the robot get the rag?", "answer": "On the tea table", "question_id": "living_room_11_Q03", "reasoning": "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。", "timestamp": "22:11", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 43 }, { "question": "Did Meg indeed have a healthy diet recently?", "answer": "Yes", "question_id": "living_room_11_Q04", "reasoning": "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。", "timestamp": "26:53", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 52 }, { "question": "Does Joy treat her guests generously?", "answer": "She treats them well and generously.", "question_id": "living_room_11_Q05", "reasoning": "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。", "timestamp": "32:31", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 64 }, { "question": "Should the temperature of the air conditioning be lowered or raised?", "answer": "Lowered", "question_id": "living_room_11_Q06", "reasoning": "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。", "timestamp": "02:30", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 4 }, { "question": "What kind of movie does Meg like?", "answer": "romantic movies", "question_id": "living_room_11_Q07", "reasoning": "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", "timestamp": "05:12", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 9 }, { "question": "Which movie should the robot choose?", "answer": "Intersteller", "question_id": "living_room_11_Q08", "reasoning": "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”。", "timestamp": "05:17", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 9 }, { "question": "Did Tiki pay attention to her cavities ?", "answer": "No", "question_id": "living_room_11_Q09", "reasoning": "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。", "timestamp": "07:39", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 14 }, { "question": "What snacks should the robot bring ?", "answer": "Popcorn and chocolate", "question_id": "living_room_11_Q10", "reasoning": "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。", "timestamp": "07:39", "type": [ "Multi-Detail Reasoning" ], "before_clip": 14 }, { "question": "What’s on the tea table should the robot tidy up?", "answer": "Tissues and snacks", "question_id": "living_room_11_Q11", "reasoning": "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。", "timestamp": "11:41", "type": [ "Multi-Detail Reasoning" ], "before_clip": 22 }, { "question": "What juices should the robot prepare?", "answer": "1 mango juice and 2 watermelon juices", "question_id": "living_room_11_Q12", "reasoning": "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。", "timestamp": "13:18", "type": [ "Multi-Detail Reasoning" ], "before_clip": 25 }, { "question": "What kind of movie does Joy love?", "answer": "realistic movies", "question_id": "living_room_11_Q13", "reasoning": "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", "timestamp": "17:50", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 34 } ] }, "bedroom_08": { "video_path": "data/videos/robot/bedroom_08.mp4", "mem_path": "data/memory_graphs/robot/bedroom_08.pkl", "qa_list": [ { "question": "Where is Rachel's gift?", "answer": "in the wardrobe", "question_id": "bedroom_08_Q01", "reasoning": "Rose曾在几个玩偶当中拿起一个，说要放到衣柜的第一层，因为要给Rachel一个惊喜。因此玩偶在衣柜的第一层。", "timestamp": "09:31", "type": [ "Multi-Detail Reasoning" ], "before_clip": 18 }, { "question": "Is Rose introvert or extrovert?", "answer": "Extrovert", "question_id": "bedroom_08_Q02", "reasoning": "Rose刚开始就打电话给Amy深表了感谢，然后又打电话约Rachel和Leo出门玩。Rachel到达她家后，她很热情地展示了自己新买的玩偶，还表达了很久对玩偶的喜欢。后来Rose又主动向另外两人提起出门玩，然后三人为外出做计划时，Rose提出的第一件事就是去公园，去野餐和呼吸新鲜空气。因此她应该是一个外向的人。", "timestamp": "40:56", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 80 }, { "question": "Who has the worst memory according to the video?", "answer": "Rachel", "question_id": "bedroom_08_Q03", "reasoning": "Leo带了很多蛋糕过来，还带了芒果蛋糕，因为忘记了Rachel不吃芒果。Rachel向Rose详细说明了晚上的护肤步骤，但是Rose完全记不住，还问Rachel是怎么记住的。可Rachel回答说她也觉得很难记，所以她是在手机记下步骤，然后每天晚上看着手机上的步骤进行护肤的。因此三人的记性都不好。", "timestamp": "40:56", "type": [ "Person Understanding", "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 80 }, { "question": "Does Rose like shopping", "answer": "yes", "question_id": "bedroom_08_Q04", "reasoning": "Rose结束通话后就说要拆开地上的包裹，包裹里全是她新买的衣服。后来Rachel来到后，Rose给她展示自己新买的玩偶，还说:在街上看到一些商店，觉得这些商店里的玩偶在对着她眨眼，所以她非常喜欢，就买了。再后来Rose又提到自己在网上买了几套不同颜色和不同风格的衣服。因此她的爱好应该是购物。", "timestamp": "40:56", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 80 }, { "question": "Is Rose willing to share?", "answer": "Yes", "question_id": "bedroom_08_Q05", "reasoning": "Rose床上一共只有三个新买的玩偶，但是她还是分别送了Rachel和Leo一个玩偶。后来Rose又提到自己有很多新衣服，还对另外两人说如果有想要的话可以拿。因此Rose是乐于分享的。", "timestamp": "40:56", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 80 }, { "question": "How's Rose's shopping style? deliberate or impulsive", "answer": "Impulsive", "question_id": "bedroom_08_Q06", "reasoning": "Rose给Rachel展示自己新买的玩偶时，曾说:在街上看到一些商店，觉得这些商店里的玩偶在对着她眨眼，所以她非常喜欢，就买了。后来Rose展示自己新买的一堆衣服时，拿出了一件粉红色的上衣，说:我买了这件粉红色的衣服，但仍不知道怎么搭配。再后来她又拿出了一件红色的下装，但也是不知道怎么搭配的，只是觉得好看就买了。因此Rose购物应该不会经过深思熟虑，而是比较冲动。", "timestamp": "40:56", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 80 }, { "question": "Do both Rose and Rachel hold the doll while sleeping?", "answer": "Yes", "question_id": "bedroom_08_Q07", "reasoning": "Rose早前给Rachel展示新买的玩偶的时候，就说过自己会抱着玩偶睡觉。后来Rachel收到了Rose送的玩偶，很感动，还问Rose：你也会抱着玩偶睡觉吗？言下之意就是她自己也会抱着睡觉。然后Rose说是的，还解释了很久抱着玩偶睡觉的原因。Rache接着说她自己也会这样，而且以后也会抱着Rose给她送的玩偶睡觉。因此两人都会抱着玩偶睡觉。", "timestamp": "11:07", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 21 }, { "question": "Who bought Rose the flowers?", "answer": "Amy", "question_id": "bedroom_08_Q08", "reasoning": "Rose早前刚进入房间就与Amy进行了通话，说很感谢Amy给她送的花，而且她还给花拍了照片，发返图给Amy看。", "timestamp": "15:54", "type": [ "Person Understanding", "Cross-Modal Reasoning" ], "before_clip": 30 }, { "question": "Who successfully booked the restaurant", "answer": "Leo", "question_id": "bedroom_08_Q09", "reasoning": "Rose和Leo曾争论了很久去哪个餐厅吃晚餐，然后Rachel让他们别争论了，现在是周末，先看看哪个餐厅有座位。于是Rachel和Leo分别打电话，Leo的通话很顺畅，成功订到了座位。而Rachel在问了有没有座位之后，就说:好的好的，再见。所以应该是没有座位。因此机器人应该写下Leo选的意大利餐厅。", "timestamp": "40:56", "type": [ "Multi-Detail Reasoning" ], "before_clip": 80 }, { "question": "How many places did Rose, Rachael and Leo plan to go?", "answer": "3", "question_id": "bedroom_08_Q10", "reasoning": "三人开始谈论外出计划时，Rose首先提出了要去公园野餐和呼吸新鲜空气。然后Leo说可以去看电影，有一部很好很特别的电影，接着说看完电影后去晚餐，晚餐地点最后定的是Leo想去的意大利餐厅。然后Leo说外出计划已经决定好了。所以三人计划去三个地方。", "timestamp": "21:24", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 41 }, { "question": "Where are the newly bought clothes?", "answer": "In the first level of wardrobe", "question_id": "bedroom_08_Q11", "reasoning": "Rose结束通话后就说要拆开地上的包裹，包裹里全是她新买的衣服，要把这些衣服放到衣柜的第一层。于是这些衣服都被放到了衣柜里。", "timestamp": "22:32", "type": [ "General Knowledge Extraction" ], "before_clip": 44 }, { "question": "Who is better at skin care and makeup, Rachel or Rose?", "answer": "Rachel", "question_id": "bedroom_08_Q12", "reasoning": "Rose曾发现Rachel的皮肤变好了很多，问她是怎么做到的，于是Rachel向她详细说明了晚上的护肤流程和注意事项。后来两人化妆时，Rachel说自己最近学到了很多化妆小技巧，于是Rose问她怎么才能用好眼线笔，然后Rachel进行了详细的解答。因此Rachel更擅长护肤和化妆。", "timestamp": "32:17", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 63 }, { "question": "Who has the weakest sense of time?", "answer": "Leo", "question_id": "bedroom_08_Q13", "reasoning": "Rachel刚到时就问Rose：Leo呢？Rose回答说Leo经常迟到，她也在等他。后来Rose送完Rachel礼物后，就说：好了，我们要等待Leo，他每次都迟到。而且Leo的确是最后一个到的。因此他是时间观念最弱的。", "timestamp": "40:56", "type": [ "Person Understanding", "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 80 } ] }, "kitchen_19": { "video_path": "data/videos/robot/kitchen_19.mp4", "mem_path": "data/memory_graphs/robot/kitchen_19.pkl", "qa_list": [ { "question": "How many ingredients does Lydia agree can be added to Dylan's salad?", "answer": "7", "question_id": "kitchen_19_Q01", "reasoning": "Dylan曾问Lydia蔬菜沙拉里有什么，Lydia说包含黄瓜、生菜、土豆、胡萝卜和橄榄油，还说如果喜欢的话可以加个水煮蛋。后来Dylan问Lydia能不能在她的沙拉里多加水果，Lydia答应了。然后Nancy查看冰箱时说有苹果。所以Dylan的沙拉也可以加入苹果。因此最多可以有7种材料。", "timestamp": "03:28", "type": [ "Multi-Detail Reasoning" ], "before_clip": 5 }, { "question": "Did Nancy change her go-to flavor in salad?", "answer": "Yes", "question_id": "kitchen_19_Q02", "reasoning": "Nancy曾说想加点东西使得沙拉吃起来像汉堡，然后和Lydia商量过后选择了沙拉酱。但是后来因为沙拉酱没有了，Nancy的沙拉用了橄榄油。但是尝过后，她说她更喜欢橄榄油，不再需要沙拉酱了。因此Nancy改变了她对于沙拉的首选风味。", "timestamp": "36:46", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 72 }, { "question": "What are the reasons for Dylan' obesity?", "answer": "Working pressure and intake of sugar ; She likes sweets", "question_id": "kitchen_19_Q03", "reasoning": "Lydia曾说Dylan的工作让人非常筋疲力尽，其次Nancy出场时便提到Dylan很喜欢糖分，综上是她变胖的原因。", "timestamp": "40:43", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 80 }, { "question": "Who is most anxious to lose weight，Dylan, Nancy or Lydia?", "answer": "Dylan", "question_id": "kitchen_19_Q04", "reasoning": "Dylan提到公司对她的形象有意见，如果不减肥就会被解雇。Nancy提到减肥只是为了外貌，她可以慢慢来。Lydia不需要减肥。所以Dylan对减肥最焦虑。", "timestamp": "40:43", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 80 }, { "question": "Who is most familar with diet meals?", "answer": "Lydia", "question_id": "kitchen_19_Q05", "reasoning": "当三人谈起吃蔬菜沙拉时，是Lydia说出了所有需要的食材。Nancy问是否能让沙拉吃起来像汉堡包是，Lydia建议她加点沙拉酱调料。而且所有的沙拉都是Lydia一个人做的。", "timestamp": "40:43", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 80 }, { "question": "What should be noticed in Dylan's vegetable salad?", "answer": "Less vegetable and more fruits", "question_id": "kitchen_19_Q06", "reasoning": "Dylan早前曾亲口说自己不喜欢吃蔬菜，后来还询问是否能给她的沙拉加多点水果。因此她的沙拉应该要少蔬菜、多水果。", "timestamp": "03:44", "type": [ "Multi-Detail Reasoning" ], "before_clip": 6 }, { "question": "What are the ingredients the robot need to buy?", "answer": "Cucumber, lettuce, and eggs", "question_id": "kitchen_19_Q07", "reasoning": "Lydia曾提到要用青瓜、生菜、土豆、胡萝卜、橄榄油、鸡蛋做沙拉，Nancy翻找后发现冰箱只有鱼肉、苹果、土豆、胡萝卜，调料台上有沙拉酱调料和橄榄油。所以缺少的食材是黄瓜、生菜和鸡蛋。", "timestamp": "03:51", "type": [ "Multi-Detail Reasoning" ], "before_clip": 6 }, { "question": "What are the ingredients the robot should buy additionally?", "answer": "Chicken breast and tomato", "question_id": "kitchen_19_Q08", "reasoning": "Dylan曾说想吃点别的肉菜，最后选择了番茄鸡肉汤，还说冰箱没有鸡胸肉。并且之前的片段显示Nancy早前翻找冰箱时也没有找到西红柿。所以需要加购鸡胸肉和西红柿。", "timestamp": "04:42", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 8 }, { "question": "Which bowl is Dylan's salad, the one with apples or the one without?", "answer": "The one with apples", "question_id": "kitchen_19_Q09", "reasoning": "Dylan曾询问Lydia是否能给她的沙拉多加水果，Lydia同意了。两碗沙拉中，有一碗很多苹果，有一碗很多胡萝卜和青瓜。因此应该拿有苹果的那一碗给Dylan。", "timestamp": "24:45", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 48 }, { "question": "What kind of Cola should the robot bring to Dylan?", "answer": "Sugar-free Cola", "question_id": "kitchen_19_Q10", "reasoning": "Dylan说过自己要减肥。Nancy曾说道Dylan太喜欢糖分了，以至于变胖。Lydia也说Dylan需要控制糖分摄入量，所以拿无糖可乐给她。", "timestamp": "30:54", "type": [ "Multi-Detail Reasoning" ], "before_clip": 60 }, { "question": "Which dish is Lydia not good at cooking?", "answer": "Tomato chicken soup", "question_id": "kitchen_19_Q11", "reasoning": "Lydia说她通常都可以做好一些菜，但她不擅长做热汤。然后在做西红柿鸡肉汤的时候，Lydia全程都需要跟着指令行动。因此她不擅长做西红柿鸡肉汤，", "timestamp": "32:54", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 64 }, { "question": "Where can the robot get the nut drink?", "answer": "The cabinet above the sink", "question_id": "kitchen_19_Q12", "reasoning": "Nancy曾到洗碗槽上方的柜子上拿了饮料，拿到后Dylan问她为什么要拿坚果饮料。所以坚果饮料在洗碗槽上方的柜子。", "timestamp": "34:07", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction" ], "before_clip": 67 }, { "question": "Who loves nut-flavored milk most？", "answer": "Lydia", "question_id": "kitchen_19_Q13", "reasoning": "Nancy说她尝试过坚果饮料，觉得非常难喝。因此Nancy很讨厌坚果饮料。而Dylan见到Lydia每天喝坚果牛奶，所以她也想尝试一下。但后来Dylan喝了她最爱的可口可乐，Lydia喝了坚果饮料，Dylan还说Lydia的坚果饮料不能被别人喝。因此最喜欢坚果饮料的是Lydia。", "timestamp": "35:00", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 69 } ] }, "bedroom_03": { "video_path": "data/videos/robot/bedroom_03.mp4", "mem_path": "data/memory_graphs/robot/bedroom_03.pkl", "qa_list": [ { "question": "Where is the bag", "answer": "In the wardrobe.", "question_id": "bedroom_03_Q01", "reasoning": "Stella回来之后就把包放在柜子上，然后Lewis帮她把包放进了衣柜里", "timestamp": "01:18", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 1 }, { "question": "Where should the photo of Stella be placed in the album?", "answer": "On the upper side.", "question_id": "bedroom_03_Q02", "reasoning": "Stella说相片的位置按照Stella个人在上，Lewis个人在下，两人的合照放中间来摆放，所以Stella单人的照片应该放在上面", "timestamp": "37:14", "type": [ "Person Understanding", "Cross-Modal Reasoning" ], "before_clip": 73 }, { "question": "Is Stella confident of her body?", "answer": "No.", "question_id": "bedroom_03_Q03", "reasoning": "Stella开始选衣服的时候就很犹豫，说自己想穿显瘦的裙子，并且在选择饰品的时候也说珍珠耳环会显脸圆，Lewis也开导她要更加自信，不要说自己胖或者别的", "timestamp": "37:14", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 73 }, { "question": "Who cares aboout tidiness more, Lewis or Stella?", "answer": "Lewis", "question_id": "bedroom_03_Q04", "reasoning": "Stella回来之后就把包放在柜子上，然后Lewis帮她把包放进了衣柜里, 后面也提醒Stella在看电影之前不要忘记清理，记得清洁剂的位置等", "timestamp": "37:14", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 73 }, { "question": "What decorations does Lewis take?", "answer": "Earrings, necklaces, and bags", "question_id": "bedroom_03_Q05", "reasoning": "视频中Lewis换好衣服后就开始搭配饰品，她先选了耳环，然后觉得可以来个项链，Chris正好有一个，后面又说要背个包包搭配一下，所以一共是有三个配饰", "timestamp": "37:14", "type": [ "Multi-Detail Reasoning" ], "before_clip": 73 }, { "question": "Which photo album should take for their photos?", "answer": "Black album.", "question_id": "bedroom_03_Q06", "reasoning": "Stella说蓝色相册是家庭相册，黄色相册是她从小到大的单人相册，黑色相册是跟Lewis一起的照片，所以俩人的照片应该放在黑色相册里", "timestamp": "02:51", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 4 }, { "question": "Which amusement park did Stella and Lewis go today?", "answer": "Disneyland.", "question_id": "bedroom_03_Q07", "reasoning": "Stella跟Lewis表示还想再去一次今天的乐园，有很多活动今天没有体验到，让Robot订两张迪士尼乐园的票，所以可以推测今天去的乐园是迪士尼乐园", "timestamp": "09:39", "type": [ "Cross-Modal Reasoning" ], "before_clip": 18 }, { "question": "Where to find Lewis's coat?", "answer": "On the hanger.", "question_id": "bedroom_03_Q08", "reasoning": "两人回来之后，Stella把衣服就丢在柜子上，Lewis把她跟自己的衣服都挂在了衣架上", "timestamp": "21:22", "type": [ "Multi-Detail Reasoning" ], "before_clip": 41 }, { "question": "Where is the facial mask?", "answer": "In the drawer of the wardrobe.", "question_id": "bedroom_03_Q09", "reasoning": "Stella说清洁剂没有的时候，Lewis说抽屉还有一个新的，于是打开抽屉把清洁剂拿了出来，视频里抽屉里还有面膜", "timestamp": "28:04", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 55 }, { "question": "What kind of drinks should Robot take for them? Coffee or milk", "answer": "Milk.", "question_id": "bedroom_03_Q10", "reasoning": "Stella问Lewis要不要喝咖啡，她说咖啡会睡不着，所以不应该拿咖啡，应该拿一些有助于睡眠的牛奶", "timestamp": "30:37", "type": [ "Person Understanding" ], "before_clip": 60 } ] }, "kitchen_17": { "video_path": "data/videos/robot/kitchen_17.mp4", "mem_path": "data/memory_graphs/robot/kitchen_17.pkl", "qa_list": [ { "question": "Did Mia look through Daniel's fridge?", "answer": "Yes", "question_id": "kitchen_17_Q01", "reasoning": "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。", "timestamp": "03:36", "type": [ "Cross-Modal Reasoning" ], "before_clip": 6 }, { "question": "Is Mia a perfectionist?", "answer": "Yes", "question_id": "kitchen_17_Q02", "reasoning": "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。", "timestamp": "32:13", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 63 }, { "question": "What's the relationship between Mia and Daniel?", "answer": "Sister", "question_id": "kitchen_17_Q03", "reasoning": "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。", "timestamp": "32:13", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 63 }, { "question": "Does Daniel often tidy up her home?", "answer": "No", "question_id": "kitchen_17_Q04", "reasoning": "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。", "timestamp": "32:13", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 63 }, { "question": "Does Daniel live and eat casually?", "answer": "Yes", "question_id": "kitchen_17_Q05", "reasoning": "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。", "timestamp": "32:13", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 63 }, { "question": "Where should the robot put the bowl that needs washing?", "answer": "In the sink", "question_id": "kitchen_17_Q06", "reasoning": "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。", "timestamp": "06:08", "type": [ "General Knowledge Extraction" ], "before_clip": 11 }, { "question": "How should the robot deal with the trash can?", "answer": "Change the trash bag", "question_id": "kitchen_17_Q07", "reasoning": "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。", "timestamp": "08:20", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 15 }, { "question": "Where can the robot get the trash bag?", "answer": "On the shelf beside the door", "question_id": "kitchen_17_Q08", "reasoning": "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。", "timestamp": "08:20", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction" ], "before_clip": 15 }, { "question": "Where can the robot get the basin?", "answer": "From the table on the right", "question_id": "kitchen_17_Q09", "reasoning": "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。", "timestamp": "18:23", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 35 }, { "question": "What does Daniel usually eat at home?", "answer": "Instant food", "question_id": "kitchen_17_Q10", "reasoning": "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。", "timestamp": "21:19", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 41 }, { "question": "What kind of dishes should the robot order?", "answer": "Pan-seared steak, seafood risotto and avocado salad", "question_id": "kitchen_17_Q11", "reasoning": "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。", "timestamp": "25:12", "type": [ "Multi-Detail Reasoning" ], "before_clip": 49 }, { "question": "What kind of drinks should the robot order?", "answer": "Orange juice", "question_id": "kitchen_17_Q12", "reasoning": "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。", "timestamp": "25:19", "type": [ "Multi-Detail Reasoning" ], "before_clip": 49 } ] }, "gym_03": { "video_path": "data/videos/robot/gym_03.mp4", "mem_path": "data/memory_graphs/robot/gym_03.pkl", "qa_list": [ { "question": "What was Zoe's training method?", "answer": "Triple fractionated workout for chest, back and legs", "question_id": "gym_03_Q01", "reasoning": "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", "timestamp": "01:30", "type": [ "Cross-Modal Reasoning" ], "before_clip": 2 }, { "question": "How many times did the position of the elastic band change?", "answer": "2 times", "question_id": "gym_03_Q02", "reasoning": "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。", "timestamp": "33:54", "type": [ "Multi-Detail Reasoning" ], "before_clip": 66 }, { "question": "How many training moves did Zoe have Alice practice?", "answer": "three moves in total.", "question_id": "gym_03_Q03", "reasoning": "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", "timestamp": "33:54", "type": [ "Multi-Detail Reasoning" ], "before_clip": 66 }, { "question": "Is Alice physically fit?", "answer": "No.", "question_id": "gym_03_Q04", "reasoning": "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", "timestamp": "33:54", "type": [ "Person Understanding" ], "before_clip": 66 }, { "question": "What is Zoe's teaching style like?", "answer": "Demonstrate the movement first, then supervise and correct the trainee's movements ; Demonstration and encouragement", "question_id": "gym_03_Q05", "reasoning": "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", "timestamp": "33:54", "type": [ "Person Understanding" ], "before_clip": 66 }, { "question": "What props did Zoe and Alice use to warm up?", "answer": "Stretch bands and sticks", "question_id": "gym_03_Q06", "reasoning": "首先是弹力绳后来是木棍", "timestamp": "04:50", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 8 }, { "question": "where does the robot throw the paper towel?", "answer": "Bins", "question_id": "gym_03_Q07", "reasoning": "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", "timestamp": "14:23", "type": [ "General Knowledge Extraction" ], "before_clip": 27 }, { "question": "On which shelf of the cabinet can the robot get the juice?", "answer": "The middle level of the cabinet next to the Props Area", "question_id": "gym_03_Q08", "reasoning": "柜子一直在道具区的旁边，第二层里面有橙汁和水。", "timestamp": "15:14", "type": [ "General Knowledge Extraction" ], "before_clip": 29 }, { "question": "On which shelf of the cabinet at the corner can the robot find the back support?", "answer": "The first level from the top of the cabinet next to the Props Area", "question_id": "gym_03_Q09", "reasoning": "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。", "timestamp": "19:14", "type": [ "General Knowledge Extraction" ], "before_clip": 37 }, { "question": "What ways can be done to prevent injuries?", "answer": "Warm-up and Protective Gear ; warm up with dumbbells", "question_id": "gym_03_Q10", "reasoning": "Zoe表示要想预防拉伤等，就要做好热身活动。", "timestamp": "33:54", "type": [ "General Knowledge Extraction" ], "before_clip": 66 }, { "question": "what is Zoe's occupation?", "answer": "Fitness Instructor", "question_id": "gym_03_Q11", "reasoning": "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", "timestamp": "33:54", "type": [ "Person Understanding" ], "before_clip": 66 } ] }, "meeting_room_04": { "video_path": "data/videos/robot/meeting_room_04.mp4", "mem_path": "data/memory_graphs/robot/meeting_room_04.pkl", "qa_list": [ { "question": "How will the club activity be held this time?", "answer": "Online and offline", "question_id": "meeting_room_04_Q01", "reasoning": "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。", "timestamp": "04:39", "type": [ "Multi-Detail Reasoning" ], "before_clip": 8 }, { "question": "Who is the organizer of the meeting?", "answer": "Leo", "question_id": "meeting_room_04_Q02", "reasoning": "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。", "timestamp": "29:53", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 58 }, { "question": "Who is the most willing to tidy up the meeting room?", "answer": "Leo", "question_id": "meeting_room_04_Q03", "reasoning": "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。", "timestamp": "29:53", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 58 }, { "question": "What cleaning tools were used?", "answer": "Broom, dustpan, cloth", "question_id": "meeting_room_04_Q04", "reasoning": "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。", "timestamp": "29:53", "type": [ "Multi-Detail Reasoning" ], "before_clip": 58 }, { "question": "Did both Emma and Mike use the whiteboard?", "answer": "Yes", "question_id": "meeting_room_04_Q05", "reasoning": "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。", "timestamp": "29:53", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 58 }, { "question": "Do Emma and Mike foucus on the same thing when planning this activity?", "answer": "No", "question_id": "meeting_room_04_Q06", "reasoning": "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。", "timestamp": "29:53", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 58 }, { "question": "How many plants were left on the table?", "answer": "1", "question_id": "meeting_room_04_Q07", "reasoning": "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。", "timestamp": "06:05", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 11 }, { "question": "Where should the robot get the whiteboard pen?", "answer": "On the table in front of the whiteboard", "question_id": "meeting_room_04_Q08", "reasoning": "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。", "timestamp": "16:44", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 32 }, { "question": "Where can the robot get Emma's cup?", "answer": "On the biggest table ", "question_id": "meeting_room_04_Q09", "reasoning": "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。", "timestamp": "19:26", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 37 }, { "question": "Where can the robot get the water?", "answer": "From the water container beside the whiteboard ; On the table to the right of the whiteboard.", "question_id": "meeting_room_04_Q10", "reasoning": "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", "timestamp": "19:26", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 37 }, { "question": "Where is the dustbin now?", "answer": "Beside the biggest desk ; On the right side of Emma's chair.", "question_id": "meeting_room_04_Q11", "reasoning": "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", "timestamp": "20:59", "type": [ "Cross-Modal Reasoning" ], "before_clip": 40 }, { "question": "Who called Emma?", "answer": "The head of the service department", "question_id": "meeting_room_04_Q12", "reasoning": "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。", "timestamp": "26:02", "type": [ "Multi-Detail Reasoning" ], "before_clip": 51 }, { "question": "Would Mike accept Leo's invitation?", "answer": "No", "question_id": "meeting_room_04_Q13", "reasoning": "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。", "timestamp": "27:33", "type": [ "Person Understanding" ], "before_clip": 54 }, { "question": "Was Leo willing to offer help?", "answer": "yes", "question_id": "meeting_room_04_Q14", "reasoning": "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。", "timestamp": "29:53", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 58 } ] }, "kitchen_13": { "video_path": "data/videos/robot/kitchen_13.mp4", "mem_path": "data/memory_graphs/robot/kitchen_13.pkl", "qa_list": [ { "question": "What dishes will the dinner have?", "answer": "Braised pork and Cola chicken wings.", "question_id": "kitchen_13_Q01", "reasoning": "Ava曾说Cora晚上要来吃饭，还点了红烧肉和可乐鸡翅。后来Ava又说他觉得两道菜三个人吃够了，还说先做红烧肉。因此晚餐应该就这两道菜。", "timestamp": "02:01", "type": [ "Multi-Detail Reasoning" ], "before_clip": 3 }, { "question": "How many pots did Jean use to cook the meals?", "answer": "2", "question_id": "kitchen_13_Q02", "reasoning": "做红烧肉的时候Jean用的是燃气灶上的锅。后来开始做可乐鸡翅的时候她就说还需要另一个锅，然后做可乐鸡翅又用了拿出来的砂锅。因此总共用了两个锅做菜。", "timestamp": "47:51", "type": [ "Multi-Detail Reasoning" ], "before_clip": 94 }, { "question": "Can Jean cook?", "answer": "Yes", "question_id": "kitchen_13_Q03", "reasoning": "开始做菜前Ava就说过自己不太会做这两道菜，于是Jean就让他当帮手。后来做菜过程中Ava做的主要是杂活，煮菜都是Jean独自完成的，因此Jean是会做菜的。", "timestamp": "47:51", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 94 }, { "question": "What are the tips for delicious meals?", "answer": "The proper control of heat and seasonings", "question_id": "kitchen_13_Q04", "reasoning": "Jean做可乐鸡翅时，Ava曾问他是怎么做的，Jean让他来看一看。然后她还强调虽然做的步骤很简单，但需要掌控好时间，Ava回应说：对的，我用低热，因为害怕烧焦。接着Jean还说不能加入过多或过少的调料。Ava还说Jean做的鸡翅闻起来很香，询问Jean是怎么控制调料的，Jean回答说适中，而且她是因为经常做菜所以才能掌控好调料的量的。结合来看，想做出好吃的菜，应该要控制好火候和调料。", "timestamp": "47:51", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 94 }, { "question": "How many bowls did they use to eat?", "answer": "2", "question_id": "kitchen_13_Q05", "reasoning": "Jean去盛两道菜时用了两个碗。后来三人开始吃饭时没有用到额外的碗。因此他们吃饭用了两个碗。", "timestamp": "47:51", "type": [ "Multi-Detail Reasoning" ], "before_clip": 94 }, { "question": "What ingredients were placed next to the gas stove when making the braised pork?", "answer": "Seasonings and meat", "question_id": "kitchen_13_Q06", "reasoning": "开始做红烧肉的时候Jean就说出了所有需要用到的材料，然后她让Ava把这些材料都放到燃气灶隔壁。Ava找出需要的调料后，的确放到了燃气灶的隔壁。接着Ava去洗好了肉，还切好了，然后他又问Jean应该把肉放哪，Jean让他放燃气灶隔壁，他就放过去了。因此在做红烧肉的过程中，调料和肉都被放到过燃气灶的隔壁。", "timestamp": "25:21", "type": [ "Cross-Modal Reasoning", "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 49 }, { "question": "Does Ava have a good memory?", "answer": "No", "question_id": "kitchen_13_Q07", "reasoning": "Ava早前提到过Cora点了可乐鸡翅，而且他也决定了是要做这道菜的。后来Jean做可乐鸡翅时，问Ava可乐在哪，Ava才想起来自己没买可乐。再后来Jean也提醒他说以后别这么健忘了，别总是这样，可以写个备忘录。可以看出Ava的记性不是非常好。", "timestamp": "31:50", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 62 }, { "question": "Where can the robot get the bowls?", "answer": "In the bottom drawer of the three in the kitchen", "question_id": "kitchen_13_Q08", "reasoning": "早前Ava在厨房切肉的时候，对Jean说还需要一个碗，然后Jean到最下面的抽屉给他拿了个碗。因此应该在这里拿碗。", "timestamp": "38:27", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction" ], "before_clip": 75 }, { "question": "Where are the braised pork and Cola chicken wings?", "answer": "On the table in the kitchen", "question_id": "kitchen_13_Q09", "reasoning": "本来两道菜都还在锅里，Cora到达之后，询问是否需要她做什么，Jean说不用，于是她独自用两个碗盛好了菜，放到了厨房的桌面上，然后她突然走到餐厅说餐厅的桌子很乱，要收拾。因此两道菜还在厨房的台面上。", "timestamp": "41:20", "type": [ "Multi-Detail Reasoning" ], "before_clip": 81 }, { "question": "Does Ava like to drink orange juice or beer?", "answer": "Orange juice", "question_id": "kitchen_13_Q10", "reasoning": "早前Jean帮Ava拿橙汁的时候，Ava对她表达了感谢。三人聊到啤酒时，Ava明确表示过自己不喜欢啤酒。然后Jean说要给Ava拿饮料的时候，也说的是橙汁。因此Ava喜欢喝的是橙汁。", "timestamp": "41:41", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 82 }, { "question": "Where should the robot place the seasonings?", "answer": "In the cupboard nearest to the fridge", "question_id": "kitchen_13_Q11", "reasoning": "刚开始做红烧肉的时候Jean就说出了所有需要用到的材料，其中包含料酒、耗油、生抽等等的调味料，然后Ava在离冰箱最近的橱柜里拿出了这些调料。因此这些调料应该放回离冰箱最近的橱柜。", "timestamp": "42:34", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 84 }, { "question": "Is Ava good at cooking?", "answer": "No.", "question_id": "kitchen_13_Q12", "reasoning": "开始做菜前Ava就说过自己不太会做这两道菜，于是Jean就让他当帮手，后来做菜过程中Ava做的主要是拿材料、洗东西、切肉等杂活，没有参与到煮菜的过程，而且他还提到过自己之前做的鸡翅非常难吃。因此他的确不会做菜。", "timestamp": "47:51", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 94 }, { "question": "What did Jean drink?", "answer": "Orange juice and beer", "question_id": "kitchen_13_Q13", "reasoning": "Jean和Ava等待Cora的时候，Jean曾到冰箱拿了橙汁喝。后来Cora带着啤酒来的时候，Jean说自己和Cora常常在一起喝啤酒。因此Jean喜欢喝橙汁和啤酒。", "timestamp": "47:51", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 94 } ] }, "meeting_room_05": { "video_path": "data/videos/robot/meeting_room_05.mp4", "mem_path": "data/memory_graphs/robot/meeting_room_05.pkl", "qa_list": [ { "question": "What is the relationship between Callia and Debra?", "answer": "Colleague.", "question_id": "meeting_room_05_Q01", "reasoning": "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", "timestamp": "30:58", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 60 }, { "question": "How many items has Debra dn Callia put in the cabinet next to the door?", "answer": "5", "question_id": "meeting_room_05_Q02", "reasoning": "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", "timestamp": "30:58", "type": [ "Multi-Detail Reasoning" ], "before_clip": 60 }, { "question": "Is Debra careless?", "answer": "Yes", "question_id": "meeting_room_05_Q03", "reasoning": "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", "timestamp": "30:58", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 60 }, { "question": "What kind of drinks did Robot make for Debra?", "answer": "Coffee.", "question_id": "meeting_room_05_Q04", "reasoning": "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", "timestamp": "12:50", "type": [ "Multi-Detail Reasoning" ], "before_clip": 24 }, { "question": "Where should Debra get the folder?", "answer": "Storage cabinet.", "question_id": "meeting_room_05_Q05", "reasoning": "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", "timestamp": "16:08", "type": [ "General Knowledge Extraction" ], "before_clip": 31 }, { "question": "Where is the air conditioning remote control?", "answer": "In the storage cabinet.", "question_id": "meeting_room_05_Q06", "reasoning": "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", "timestamp": "16:18", "type": [ "General Knowledge Extraction" ], "before_clip": 31 }, { "question": "Where can Robot get brooms and dustpan?", "answer": "Cleaning up area behind the door.", "question_id": "meeting_room_05_Q07", "reasoning": "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", "timestamp": "17:22", "type": [ "General Knowledge Extraction" ], "before_clip": 33 }, { "question": "Why do Debra and Callia come to the office?", "answer": "Because they need to clean the office up.", "question_id": "meeting_room_05_Q08", "reasoning": "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", "timestamp": "30:58", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 60 }, { "question": "Dose Callia have strong environmental awareness?", "answer": "Yes.", "question_id": "meeting_room_05_Q09", "reasoning": "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", "timestamp": "30:58", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 60 }, { "question": "Dose Debra have strong environmental awareness?", "answer": "No.", "question_id": "meeting_room_05_Q10", "reasoning": "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", "timestamp": "30:58", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 60 } ] }, "office_06": { "video_path": "data/videos/robot/office_06.mp4", "mem_path": "data/memory_graphs/robot/office_06.pkl", "qa_list": [ { "question": "Where should Ash make a cup of coffee?", "answer": "Coffee machine table.", "question_id": "office_06_Q01", "reasoning": "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", "timestamp": "03:36", "type": [ "General Knowledge Extraction" ], "before_clip": 6 }, { "question": "Why was Dean angry?", "answer": "Because he was awakened by the noise.", "question_id": "office_06_Q02", "reasoning": "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", "timestamp": "45:12", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 89 }, { "question": "Who is the eldest,Dean,Anna or Ash?", "answer": "Dean.", "question_id": "office_06_Q03", "reasoning": "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", "timestamp": "45:12", "type": [ "Person Understanding", "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 89 }, { "question": "Does Bella like planting flowers?", "answer": "Yes.", "question_id": "office_06_Q04", "reasoning": "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", "timestamp": "45:12", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 89 }, { "question": "What time was it when Dean came in the office?", "answer": "8：40 a.m.", "question_id": "office_06_Q05", "reasoning": "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", "timestamp": "09:27", "type": [ "Multi-Detail Reasoning" ], "before_clip": 17 }, { "question": "How many cups of coffee on Bella's desk?", "answer": "5 cups of coffee.", "question_id": "office_06_Q06", "reasoning": "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", "timestamp": "09:48", "type": [ "Multi-Detail Reasoning" ], "before_clip": 18 }, { "question": "Where is the cake?", "answer": "On Ash's desk.", "question_id": "office_06_Q07", "reasoning": "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", "timestamp": "11:01", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 21 }, { "question": "Where should Robot go to print financial report?", "answer": "The printer next to the cabinet. ; The printer next to Dean", "question_id": "office_06_Q08", "reasoning": "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", "timestamp": "12:32", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction" ], "before_clip": 24 }, { "question": "What phone does Bella use?", "answer": "Iphone.", "question_id": "office_06_Q09", "reasoning": "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", "timestamp": "15:26", "type": [ "General Knowledge Extraction" ], "before_clip": 29 }, { "question": "What does Dean usually eat for takeout?", "answer": "Pizza.", "question_id": "office_06_Q10", "reasoning": "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", "timestamp": "26:41", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 52 }, { "question": "Who has the highest salary,Dean Bella or Ash?", "answer": "Dean.", "question_id": "office_06_Q11", "reasoning": "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", "timestamp": "45:12", "type": [ "Person Understanding" ], "before_clip": 89 }, { "question": "Who does Bella like better, Elsa or Anna?", "answer": "Anna.", "question_id": "office_06_Q12", "reasoning": "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", "timestamp": "45:12", "type": [ "Person Understanding", "Cross-Modal Reasoning" ], "before_clip": 89 } ] }, "office_08": { "video_path": "data/videos/robot/office_08.mp4", "mem_path": "data/memory_graphs/robot/office_08.pkl", "qa_list": [ { "question": "Is Jessica a workaholic?", "answer": "Yes", "question_id": "office_08_Q01", "reasoning": "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。", "timestamp": "30:10", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 59 }, { "question": "Is Andrew a responsible teacher?", "answer": "yes", "question_id": "office_08_Q02", "reasoning": "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。", "timestamp": "30:10", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 59 }, { "question": "Did Andrew, Tom and Jessica all get new things?", "answer": "Yes", "question_id": "office_08_Q03", "reasoning": "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。", "timestamp": "30:10", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 59 }, { "question": "Did Jessica leave and have a rest finally?", "answer": "No", "question_id": "office_08_Q04", "reasoning": "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。", "timestamp": "30:10", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 59 }, { "question": "What should the robot order for Tom?", "answer": "Americano", "question_id": "office_08_Q05", "reasoning": "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。", "timestamp": "02:03", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 3 }, { "question": "How many arrangements do Andrew and Tom have after work?", "answer": "3", "question_id": "office_08_Q06", "reasoning": "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。", "timestamp": "12:52", "type": [ "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 24 }, { "question": "What's wrong with Jessica’s document right now?", "answer": "She got the document dirty.", "question_id": "office_08_Q07", "reasoning": "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。", "timestamp": "14:11", "type": [ "Cross-Modal Reasoning" ], "before_clip": 27 }, { "question": "What subject is Tom teaching?", "answer": "Art", "question_id": "office_08_Q08", "reasoning": "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。", "timestamp": "21:26", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 41 }, { "question": "What subject is Andrew teaching?", "answer": "Math", "question_id": "office_08_Q09", "reasoning": "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。", "timestamp": "26:14", "type": [ "Multi-Detail Reasoning" ], "before_clip": 51 }, { "question": "Does Andrew care about Jessica's health?", "answer": "yes", "question_id": "office_08_Q10", "reasoning": "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。", "timestamp": "30:10", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 59 }, { "question": "What kind of food do Andrew, Tom and Jessica like?", "answer": "Chinese food", "question_id": "office_08_Q11", "reasoning": "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。", "timestamp": "30:10", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 59 } ] }, "meeting_room_06": { "video_path": "data/videos/robot/meeting_room_06.mp4", "mem_path": "data/memory_graphs/robot/meeting_room_06.pkl", "qa_list": [ { "question": "Do Alice and Betty both like drinks with sugar?", "answer": "No", "question_id": "meeting_room_06_Q01", "reasoning": "Alice想喝红茶时，Betty提到公司新买的糖块超级甜，加入红茶后，红茶喝起来一点都不苦了。Alice说：这样的话，我就不加糖块了。因此两人不是都喜欢很甜的饮品。", "timestamp": "01:15", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 1 }, { "question": "What was taken from Alice's bag?", "answer": "Phone and charger", "question_id": "meeting_room_06_Q02", "reasoning": "两人点餐时Alice用了包里的手机，Betty说手机电量很低后，用了Alice包里的充电器。因此从她的包里拿了手机和充电器。", "timestamp": "32:31", "type": [ "Multi-Detail Reasoning" ], "before_clip": 64 }, { "question": "Does Alice prefer innovaton?", "answer": "Yes", "question_id": "meeting_room_06_Q03", "reasoning": "选择促销方式时，Alice建议的是网上促销。然后Betty问用小册子展示公司历史怎么样时，Alice说这种方式比较传统了，不会引起公众的关注，然后建议用短视频宣传公司。因此推断Alice是比较喜欢创新的。", "timestamp": "32:31", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 64 }, { "question": "How many aspects regarding the marketing plans were discussed in the meeting?", "answer": "4", "question_id": "meeting_room_06_Q04", "reasoning": "两人首先讨论了顾客分类，然后依次讨论了促销方法、市场定位和预算。因此对于营销计划一共讨论了四个方面。", "timestamp": "32:31", "type": [ "Multi-Detail Reasoning" ], "before_clip": 64 }, { "question": "How many times did Betty write something on the blackboard?", "answer": "Three times", "question_id": "meeting_room_06_Q05", "reasoning": "一开始Betty说要讨论营销方案时在黑板上写了东西，讨论完顾客分类又写了东西，讨论预算分配时又写了一次。一共写了三次。", "timestamp": "32:31", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 64 }, { "question": "Should sugar be added to the coffee prepared for Betty?", "answer": "no", "question_id": "meeting_room_06_Q06", "reasoning": "早前Betty说过公司新购入的糖太甜，昨天她往黑咖啡加了糖后，黑咖啡喝起来一点都不苦了。然后还说以后都不往咖啡里加糖了。因此她说要为她准备饮品，推测是无糖咖啡。", "timestamp": "03:16", "type": [ "Multi-Detail Reasoning" ], "before_clip": 5 }, { "question": "How do Alice and Betty feel about their drinks?", "answer": "Satisfied", "question_id": "meeting_room_06_Q07", "reasoning": "Alice曾说喝完茶后立刻清醒了。Betty说咖啡很好喝，Alice也说茶很好喝。因此两人对饮品都是满意的。", "timestamp": "04:57", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 8 }, { "question": "Do Alice and Betty have same views on the classification of target customers?", "answer": "No", "question_id": "meeting_room_06_Q08", "reasoning": "Betty首先提出了根据年龄划分顾客，分为年轻和中年顾客。Alice提出根据消费习惯划分，分为注重网上交流和注重商品质量的顾客。因此两人对于目标客户的划分意见并不相同。", "timestamp": "07:52", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 14 }, { "question": "How should the promotion be done? online or offline", "answer": "offline", "question_id": "meeting_room_06_Q09", "reasoning": "Alice提出线上进行促销活动，Betty说这样没有与顾客的直接交流。然后Betty说线下促销活动包括线下体验活动、联合促销和品牌代言，Alice回答说联合促销和品牌代言非常贵，非常不推荐。最后Betty说那我们已经决定好促销方法了。所以就是剩下的线下体验活动。", "timestamp": "14:03", "type": [ "Multi-Detail Reasoning" ], "before_clip": 27 }, { "question": "What is prioritized in the allocation of budget?", "answer": "The production of promotional materials and the venue cost", "question_id": "meeting_room_06_Q10", "reasoning": "两人谈到预算分配时，Alice说要优先分配促销材料的生产和场地的费用，然后说短视频的内容还没决定，先不考虑短视频的费用了。Betty也回答说晚点在考虑短视频的费用。因此预算分配优先考虑的是促销材料的生产和场地费用。", "timestamp": "27:49", "type": [ "Multi-Detail Reasoning" ], "before_clip": 54 }, { "question": "How many things regarding the budget allocation are mentioned by Betty?", "answer": "3", "question_id": "meeting_room_06_Q11", "reasoning": "Betty提到预算分配包含很多个方面，包括促销材料生产费用、线下活动场地费用、短视频费用。因此一共包含的三种费用。", "timestamp": "27:51", "type": [ "Multi-Detail Reasoning" ], "before_clip": 54 }, { "question": "What thins was left unresolved?", "answer": "The content of short videos", "question_id": "meeting_room_06_Q12", "reasoning": "Betty问道短视频的内容应该是什么，Alice说还不清楚，于是Betty说下次再讨论。两人讨论预算时也决定先不管短视频的费用。未解决的事只有这一件。", "timestamp": "32:31", "type": [ "Multi-Detail Reasoning" ], "before_clip": 64 } ] }, "gym_02": { "video_path": "data/videos/robot/gym_02.mp4", "mem_path": "data/memory_graphs/robot/gym_02.pkl", "qa_list": [ { "question": "Who played the short shots better, Lisa or Allan?", "answer": "Allan", "question_id": "gym_02_Q01", "reasoning": "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。", "timestamp": "32:10", "type": [ "Person Understanding", "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 63 }, { "question": "How many power banks were used?", "answer": "2", "question_id": "gym_02_Q02", "reasoning": "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。", "timestamp": "32:10", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 63 }, { "question": "Did both Allan and Lisa get tired finally?", "answer": "Yes", "question_id": "gym_02_Q03", "reasoning": "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。", "timestamp": "32:10", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 63 }, { "question": "What was taken from Lina's bag?", "answer": "Power bank and tissues", "question_id": "gym_02_Q04", "reasoning": "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。", "timestamp": "32:10", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 63 }, { "question": "How many laps did Allan run?", "answer": "5", "question_id": "gym_02_Q05", "reasoning": "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。", "timestamp": "06:14", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 11 }, { "question": "Which bench should the robot get Allan's racket? the right one or the left one", "answer": "the left one", "question_id": "gym_02_Q06", "reasoning": "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。", "timestamp": "06:32", "type": [ "Multi-Detail Reasoning" ], "before_clip": 12 }, { "question": "How many bottles of drinks did Lisa order for takeout?", "answer": "3", "question_id": "gym_02_Q07", "reasoning": "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。", "timestamp": "19:10", "type": [ "Multi-Detail Reasoning" ], "before_clip": 37 }, { "question": "What day will the competition be held?", "answer": "On Saturday", "question_id": "gym_02_Q08", "reasoning": "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。", "timestamp": "21:55", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 42 }, { "question": "What was Lina's role?", "answer": "She played as a coach.", "question_id": "gym_02_Q09", "reasoning": "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。", "timestamp": "32:10", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 63 }, { "question": "Who played the long shots better, Lisa or Allan?", "answer": "Lisa", "question_id": "gym_02_Q10", "reasoning": "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。", "timestamp": "32:10", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 63 }, { "question": "Who showed a better attitude towards staying for extra practice? Allen or Lisa", "answer": "Allan", "question_id": "gym_02_Q11", "reasoning": "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。", "timestamp": "32:10", "type": [ "Person Understanding", "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 63 } ] }, "gym_04": { "video_path": "data/videos/robot/gym_04.mp4", "mem_path": "data/memory_graphs/robot/gym_04.pkl", "qa_list": [ { "question": "What drink should the robot bring to Zoe?", "answer": "Protein powder", "question_id": "gym_04_Q01", "reasoning": "Zoe曾问Anna健身房有什么健身补充剂，Anna说有咖啡和蛋白粉。Zoe说自己今早已经喝过咖啡了，她不想再喝了。所以应该给她冲蛋白粉。", "timestamp": "01:33", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 2 }, { "question": "Do they have the same taste for drink?", "answer": "Yes", "question_id": "gym_04_Q02", "reasoning": "选饮料时Zoe说说今早已经喝过咖啡了，然后Anna选择了咖啡。因此两人都会喝咖啡。锻炼结束后，Zoe约Anna周末去喝饮料，Anna说想喝果汁喝苏打水，Zoe说想跟她和一样的。因此两人对饮料的口味是相同的。", "timestamp": "34:51", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 68 }, { "question": "Who is more active in their relationship, Zoe or Anna?", "answer": "Zoe", "question_id": "gym_04_Q03", "reasoning": "锻炼结束后Zoe主动邀请Anna周末去喝饮料，其次又约她去吃一家很好的餐厅。而Anna没有主动提到什么。因此推断Zoe在这段关系里更主动。", "timestamp": "34:51", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 68 }, { "question": "Who is more familiar with the healthy diet, Zoe or Anna?", "answer": "Zoe", "question_id": "gym_04_Q04", "reasoning": "Zoe知道牛肉是蛋白质的来源，西兰花富含维生素，还知道胡萝卜对眼睛很好。而Anna没有表现出对健康饮食的认识，只谈到了自己喜欢的菜品。因此推测Zoe对健康饮食更了解。", "timestamp": "34:51", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 68 }, { "question": "Do they both emphasize hygiene?", "answer": "Yes", "question_id": "gym_04_Q05", "reasoning": "锻炼中途Zoe要拿毛巾擦汗，而且说了两次。锻炼结束后Anna主动提出整理健身房。因此两人都比较注重卫生。", "timestamp": "34:51", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 68 }, { "question": "What drink should the robot bring to Anna?", "answer": "Coffee", "question_id": "gym_04_Q06", "reasoning": "Zoe曾问Anna健身房有什么健身补充剂，Anna说有咖啡和蛋白粉。然后她还说要喝能提升能量的东西。所以应该是咖啡。", "timestamp": "01:33", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 2 }, { "question": "Do Anna and Zoe both get tired in their first workout activity?", "answer": "No", "question_id": "gym_04_Q07", "reasoning": "Anna第一个项目是做平板支撑时，过程中说了很累，还休息了一下再继续。而Zoe的第一个项目是热身，并没有说到累。因此并不是两人都在第一个锻炼项目就累了。", "timestamp": "12:07", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 23 }, { "question": "What kinds of fitness tools are used?", "answer": "Yoga ball, elastic rope and skipping rope", "question_id": "gym_04_Q08", "reasoning": "Anna用了瑜伽球，两人都用了弹力绳和跳绳的绳子。因此一共用了三种健身工具。", "timestamp": "34:51", "type": [ "Multi-Detail Reasoning" ], "before_clip": 68 }, { "question": "Do they both find the workout useful?", "answer": "Yes", "question_id": "gym_04_Q09", "reasoning": "第一个项目结束后，Zoe说虽然有点累，但是能感觉到背部肌肉在燃烧，Anna也说背部在燃烧。第二个项目结束后，Anna说从来没想过跳绳喝弹力绳有这么明显的作用，Zoe也说感觉到肌肉在运动和心脏在急速跳动。因此两人都是觉得有用的。", "timestamp": "34:51", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 68 }, { "question": "Is Zoe environmentally conscious", "answer": "yes", "question_id": "gym_04_Q10", "reasoning": "首先Zoe装饮料时说要用可降解的杯子，因为可以保护环境，其次用十个不可降解的杯子等于砍倒一棵树。因此推测她的环保意识是强的。", "timestamp": "34:51", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 68 }, { "question": "Did they both have some knowledge about workout?", "answer": "Yes", "question_id": "gym_04_Q11", "reasoning": "Zoe会自己进行热身。Anna跳绳时Zoe跟她说可以维持一个特定的节奏跳。Zoe说要开始最后一个步骤时，Anna说要伸展和放松一下肌肉，以防受伤，于是两人一起做了伸展运动。因此两人都有一定的健身知识。", "timestamp": "34:51", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 68 }, { "question": "Did they have a skipping contest finally?", "answer": "No", "question_id": "gym_04_Q12", "reasoning": "Anna说她很好奇谁能跳最久的绳，她认为是Zoe，然后zoe说也许她们可以来一次跳绳比赛。但是接下来两人提议做的是背部伸展。直至最后也没有进行跳绳比赛。", "timestamp": "34:51", "type": [ "Cross-Modal Reasoning" ], "before_clip": 68 }, { "question": "Is Anna willing to take challenges?", "answer": "Yes", "question_id": "gym_04_Q13", "reasoning": "两人做完HIIP训练后，Anna说明天要加大锻炼的强度。因此推断Anna是愿意挑战的。", "timestamp": "34:51", "type": [ "Person Understanding", "Cross-Modal Reasoning" ], "before_clip": 68 } ] }, "meeting_room_03": { "video_path": "data/videos/robot/meeting_room_03.mp4", "mem_path": "data/memory_graphs/robot/meeting_room_03.pkl", "qa_list": [ { "question": "Where can the robot get the water?", "answer": "On the table on the right of the water dispenser", "question_id": "meeting_room_03_Q01", "reasoning": "Evan刚进入会议室就从饮水机右侧的桌子上给Vivian拿了水和纸巾。还说：这是给你的水和一些纸巾。因此应该到饮水机右侧的桌子上拿水。", "timestamp": "03:04", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction" ], "before_clip": 5 }, { "question": "Did Evan have a high position in the company?", "answer": "No", "question_id": "meeting_room_03_Q02", "reasoning": "Evan和Vivian进入会议室后，Evan说稍等，主管马上就会来了。因此Evan的职位应该是比主管Minnie低的。Minnie还指责Evan没有给盆栽浇水，然后Evan去拿水壶给它浇水，因此推测Evan会做公司里的杂活。为了十分钟后的会议，Evan说要提前准备好等领导来，然后和Vivian一起收拾会议室到最后。因此推断Evan的职位不高。", "timestamp": "33:23", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 65 }, { "question": "What was taken from the table on the right of the water dispenser?", "answer": "Water, tissue, employee handbook", "question_id": "meeting_room_03_Q03", "reasoning": "Evan刚进入会议室就从饮水机右侧的桌子上给Vivian拿了水和纸巾。Minnie进入会议室也说要从桌子上拿水给Vivian，后来她说要拿桌子上的员工手册，拿到之后递给了Vivian。Evan给盆栽浇水时撒了一点水，也用到了桌上的纸巾。因为从桌上拿了水、纸巾、员工手册。", "timestamp": "33:23", "type": [ "Multi-Detail Reasoning" ], "before_clip": 65 }, { "question": "How many times was the air-conditioning remote used?", "answer": "Twice", "question_id": "meeting_room_03_Q04", "reasoning": "Vivian曾脱掉她的外套，然后Evan跟她道歉，说忘记开空调了，于是说要找出遥控器开空调。后来Vivian打了个喷嚏，想穿上她的外套，然后Evan说空调度数太低了，要调到26度。于是空调遥控又被用了一次。因此一共用了两次空调遥控。", "timestamp": "33:23", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 65 }, { "question": "Where can the robot get the tissue?", "answer": "On the table on the right of the water dispenser", "question_id": "meeting_room_03_Q05", "reasoning": "Evan刚进入会议室就从饮水机右侧的桌子上给Vivian拿了水和纸巾。还说：这是给你的水和一些纸巾。因此应该到饮水机右侧的桌子上拿纸巾。", "timestamp": "05:59", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction" ], "before_clip": 10 }, { "question": "Why should Minnie use the A4 paper?", "answer": "To reprint the revised document", "question_id": "meeting_room_03_Q06", "reasoning": "早前Minnie曾一脸严肃地回到办公室，说主任跟她说文件有错误，Vivian询问哪里有错误，Minnie说是引用有错误。然后Evan说修改后重新打印，再发送一次，还让Minnie别紧张。因此重新拿A4纸应该是为了重新打印修改好的文件。", "timestamp": "17:15", "type": [ "Multi-Detail Reasoning" ], "before_clip": 33 }, { "question": "Where can the robot get Vivian's clothes?", "answer": "On the chair she just sat ; On the back of the chair opposite Evan", "question_id": "meeting_room_03_Q07", "reasoning": "Vivian曾把外套脱了，放到她正在坐的椅子上，Evan还注意到她脱了外套，对她道歉，说忘记开空调了。因此Vivian的衣服就在她曾坐过的椅子上。问题本身不是过于宽泛而无法回答，同学答案和参考答案为同义表述。Vivian刚刚坐过的位置就是Evan对面的椅子。", "timestamp": "24:50", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 48 }, { "question": "Why should Evan find the page turner?", "answer": "To prepare for the meeting 10 minutes later", "question_id": "meeting_room_03_Q08", "reasoning": "早前Evan和Vivian谈及10分钟后要开的会议时，Evan提醒Vivian：要准备好会议室和会议室里的设备，等待领导的到来。后来Evan还说要拿出白板、马克笔等物品。因此推测Evan找翻页笔是为了准备好会议。", "timestamp": "29:09", "type": [ "Multi-Detail Reasoning" ], "before_clip": 57 }, { "question": "Where is the employee handbook?", "answer": "In Vivian's bag ; In the bag.", "question_id": "meeting_room_03_Q09", "reasoning": "早前Vivian曾说要从包里把手机拿出来，把员工手册放进去。然后员工手册被放进了她的包里。同义回答，但是参考答案优于同学答案。", "timestamp": "32:47", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 64 }, { "question": "Does Vivian like working overtime?", "answer": "no", "question_id": "meeting_room_03_Q10", "reasoning": "Evan找不到翻页笔时，Vivian主动提出帮她找，而且还与她一起准备会议室，在Minnie说文件有错误时，她也与她们一起检查，因此Evan是愿意工作的。但Evan也曾问过真的要背完整本员工手册吗，言下之意就是不想背完。而且在看了公司这个月的工作安排之后，她觉得工作量非常大，还询问Evan是不是需要经常加班。因此Vivian虽然愿意工作，但不想每天加班。", "timestamp": "33:23", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 65 }, { "question": "How many kinds of things were taken from the cabinet?", "answer": "3", "question_id": "meeting_room_03_Q11", "reasoning": "Minnie说文件有错误，要从柜子里拿出文件检查，于是文件被拿出。然后Minnie需要重新打印文件时，A4纸又被拿出，最后她要订好文件时，订书机又被拿出。因此一共从柜子拿了三种东西。", "timestamp": "33:23", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 65 }, { "question": "Is the atmosphere of the company serious?", "answer": "yes", "question_id": "meeting_room_03_Q12", "reasoning": "Minnie曾递给Vivian一本员工手册，说需要记住公司里的所有规则。然后Minnie离开会议室重新回来后，一脸严肃和担忧，Evan问她怎么这么严肃，她说主任说文件有错误。后来Vivian在柜子前寻找翻页笔时，Evan提醒她柜子里的文件，没有领导的同意是不能打开的。Evan还提到过公司每两天会开一次会议。因此推测这家公司的氛围比较严肃。", "timestamp": "33:23", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 65 } ] }, "office_01": { "video_path": "data/videos/robot/office_01.mp4", "mem_path": "data/memory_graphs/robot/office_01.pkl", "qa_list": [ { "question": "Where can the robot get Asher's red pen?", "answer": "In the pen holder on Daniel's desk", "question_id": "office_01_Q01", "reasoning": "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。", "timestamp": "03:25", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 5 }, { "question": "Who tidied up the office?", "answer": "Felix and Daniel", "question_id": "office_01_Q02", "reasoning": "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。", "timestamp": "30:24", "type": [ "Multi-Detail Reasoning" ], "before_clip": 59 }, { "question": "Is Asher's memory good?", "answer": "Not good", "question_id": "office_01_Q03", "reasoning": "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。", "timestamp": "30:24", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 59 }, { "question": "Does Daniel treat his work carefully?", "answer": "yes", "question_id": "office_01_Q04", "reasoning": "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。", "timestamp": "30:24", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 59 }, { "question": "When will Asher give the student the leave slip?", "answer": "Tomorrow", "question_id": "office_01_Q05", "reasoning": "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。", "timestamp": "05:15", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 9 }, { "question": "Where are the documents that were just dealt with?", "answer": "in the filing cabinet", "question_id": "office_01_Q06", "reasoning": "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。", "timestamp": "05:38", "type": [ "Cross-Modal Reasoning" ], "before_clip": 10 }, { "question": "When will the class meeting of class 2 be held?", "answer": "Wednesday morning", "question_id": "office_01_Q07", "reasoning": "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。", "timestamp": "07:38", "type": [ "Multi-Detail Reasoning" ], "before_clip": 14 }, { "question": "How many classes does Asher manage?", "answer": "2", "question_id": "office_01_Q08", "reasoning": "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。", "timestamp": "07:39", "type": [ "Multi-Detail Reasoning" ], "before_clip": 14 }, { "question": "Where can the robot get Felix's bottle?", "answer": "On the desk behind the water container ; Beside the bookshelf on the table", "question_id": "office_01_Q09", "reasoning": "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。", "timestamp": "09:53", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 18 }, { "question": "What would Asher do after leaving the office?", "answer": "Attend a meeting", "question_id": "office_01_Q10", "reasoning": "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。", "timestamp": "10:51", "type": [ "Person Understanding" ], "before_clip": 20 }, { "question": "Where can the robot get water for Daniel?", "answer": "From the water container in front of the desk", "question_id": "office_01_Q11", "reasoning": "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。", "timestamp": "11:05", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 21 }, { "question": "Who has the highest position among these three people?", "answer": "Asher", "question_id": "office_01_Q12", "reasoning": "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。", "timestamp": "30:24", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 59 } ] }, "meeting_room_02": { "video_path": "data/videos/robot/meeting_room_02.mp4", "mem_path": "data/memory_graphs/robot/meeting_room_02.pkl", "qa_list": [ { "question": "What kind of drink should the robot bring to Anna？", "answer": "Americano", "question_id": "meeting_room_02_Q01", "reasoning": "Bobbie说公司的美式咖啡非常好喝，Anna说她想尝试一下。", "timestamp": "05:31", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 10 }, { "question": "Is Anne extrovert or introvert?", "answer": "Extrovert", "question_id": "meeting_room_02_Q02", "reasoning": "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。", "timestamp": "31:28", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 61 }, { "question": "Is Bobbie new to the company?", "answer": "No", "question_id": "meeting_room_02_Q03", "reasoning": "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。", "timestamp": "31:28", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 61 }, { "question": "Does Anna do things efficiently and creatively?", "answer": "Yes", "question_id": "meeting_room_02_Q04", "reasoning": "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。", "timestamp": "31:28", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 61 }, { "question": "How many times was the cloth used?", "answer": "Twice", "question_id": "meeting_room_02_Q05", "reasoning": "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。", "timestamp": "31:28", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 61 }, { "question": "Why did Anna finish the course project individually in college?", "answer": "Because she received the message late.", "question_id": "meeting_room_02_Q06", "reasoning": "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。", "timestamp": "13:22", "type": [ "Person Understanding" ], "before_clip": 25 }, { "question": "How many times did Lola take to make an introduction?", "answer": "Twice", "question_id": "meeting_room_02_Q07", "reasoning": "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。", "timestamp": "13:44", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 26 }, { "question": "What are the common interests shared by both Anna and Lola?", "answer": "Design and photography", "question_id": "meeting_room_02_Q08", "reasoning": "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。", "timestamp": "14:59", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 28 }, { "question": "Who is most supportive of the advice proposed by Anne?", "answer": "Lola", "question_id": "meeting_room_02_Q09", "reasoning": "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。", "timestamp": "23:12", "type": [ "Person Understanding", "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 45 }, { "question": "What is the primary service offered by the company?", "answer": "Advertisement poster design", "question_id": "meeting_room_02_Q10", "reasoning": "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。", "timestamp": "23:28", "type": [ "General Knowledge Extraction" ], "before_clip": 45 }, { "question": "What's the purpose of holding this meeting?", "answer": "Introducing themselves and talking about the advertisement design plan", "question_id": "meeting_room_02_Q11", "reasoning": "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。", "timestamp": "31:28", "type": [ "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 61 } ] }, "office_02": { "video_path": "data/videos/robot/office_02.mp4", "mem_path": "data/memory_graphs/robot/office_02.pkl", "qa_list": [ { "question": "Does Emma have a boyfriend?", "answer": "No", "question_id": "office_02_Q01", "reasoning": "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。", "timestamp": "06:14", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 11 }, { "question": "Did Tom, Faye and Emma finally leave the office together?", "answer": "Yes", "question_id": "office_02_Q02", "reasoning": "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。", "timestamp": "30:56", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 60 }, { "question": "who is the most experienced in this company,Emma Faye or Tom?", "answer": "Faye", "question_id": "office_02_Q03", "reasoning": "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。", "timestamp": "30:56", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 60 }, { "question": "Does Tom emphasize tidiness and hygiene?", "answer": "Yes", "question_id": "office_02_Q04", "reasoning": "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。", "timestamp": "30:56", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 60 }, { "question": "Did Emma，Faye and Tom all eat the food brought by Faye?", "answer": "Yes", "question_id": "office_02_Q05", "reasoning": "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。", "timestamp": "11:15", "type": [ "Multi-Detail Reasoning" ], "before_clip": 21 }, { "question": "Which is the document that isn't needed anymore?", "answer": "The document that was signed early", "question_id": "office_02_Q06", "reasoning": "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。", "timestamp": "13:56", "type": [ "Multi-Detail Reasoning" ], "before_clip": 26 }, { "question": "How many people can get awards from this company's lottery?", "answer": "16", "question_id": "office_02_Q07", "reasoning": "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。", "timestamp": "16:58", "type": [ "Multi-Detail Reasoning" ], "before_clip": 32 }, { "question": "Which layer should the file be placed in the cabinet from bottom to top", "answer": "On the second layer of the file cabinet", "question_id": "office_02_Q08", "reasoning": "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。", "timestamp": "22:53", "type": [ "General Knowledge Extraction" ], "before_clip": 44 }, { "question": "How many cups of water did Tom drink altogether?", "answer": "2", "question_id": "office_02_Q09", "reasoning": "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。", "timestamp": "30:56", "type": [ "Multi-Detail Reasoning" ], "before_clip": 60 }, { "question": "When would Tom, Faye and Emma plan to write the work summary?", "answer": "Tomorrow", "question_id": "office_02_Q10", "reasoning": "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。", "timestamp": "30:56", "type": [ "Multi-Detail Reasoning" ], "before_clip": 60 }, { "question": "Is Faye good at comforting people?", "answer": "Yes", "question_id": "office_02_Q11", "reasoning": "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", "timestamp": "30:56", "type": [ "Person Understanding" ], "before_clip": 60 }, { "question": "what things does Emma give Tom?", "answer": "Tomato sauce and wet wipes", "question_id": "office_02_Q12", "reasoning": "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。", "timestamp": "30:56", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 60 } ] }, "study_14": { "video_path": "data/videos/robot/study_14.mp4", "mem_path": "data/memory_graphs/robot/study_14.pkl", "qa_list": [ { "question": "What should the robot do when the ball bell run?", "answer": "Pick up the delivery.", "question_id": "study_14_Q01", "reasoning": "之前Rachel点完外卖后告诉Robot记得在门铃响之后去拿外卖", "timestamp": "07:07", "type": [ "General Knowledge Extraction" ], "before_clip": 13 }, { "question": "Is Rachel used to listening to advice?", "answer": "Yes.", "question_id": "study_14_Q02", "reasoning": "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", "timestamp": "32:11", "type": [ "Person Understanding" ], "before_clip": 63 }, { "question": "What major is Brian most likely to study?", "answer": "Psychology.", "question_id": "study_14_Q03", "reasoning": "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", "timestamp": "32:11", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 63 }, { "question": "Will Brian and Rachel have fish and chips together?", "answer": "Yes.", "question_id": "study_14_Q04", "reasoning": "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", "timestamp": "32:11", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 63 }, { "question": "What is Rachel's occupation?", "answer": "Writer.", "question_id": "study_14_Q05", "reasoning": "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", "timestamp": "32:11", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 63 }, { "question": "Where is the milk？", "answer": "On the table.", "question_id": "study_14_Q06", "reasoning": "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", "timestamp": "08:07", "type": [ "General Knowledge Extraction" ], "before_clip": 15 }, { "question": "Where is the delivery box?", "answer": "Near by the door.", "question_id": "study_14_Q07", "reasoning": "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", "timestamp": "16:41", "type": [ "General Knowledge Extraction" ], "before_clip": 32 }, { "question": "Where are the potted plants placed now", "answer": "On the windowsill", "question_id": "study_14_Q08", "reasoning": "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）", "timestamp": "32:11", "type": [ "General Knowledge Extraction" ], "before_clip": 63 }, { "question": "Where should the robot stick the photo?", "answer": "On the photo wall.", "question_id": "study_14_Q09", "reasoning": "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", "timestamp": "24:15", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 47 }, { "question": "What should the robot give Rachel when Rachael asked it to bring snacks(from the delivery)?", "answer": "Chocolate pudding", "question_id": "study_14_Q10", "reasoning": "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", "timestamp": "25:02", "type": [ "Multi-Detail Reasoning" ], "before_clip": 49 }, { "question": "Why did Rachael need books on psychology?", "answer": "A psychological book fits her writing requirements", "question_id": "study_14_Q11", "reasoning": "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", "timestamp": "28:48", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 56 }, { "question": "Does Rachel like to eat sour plum?", "answer": "Yes.", "question_id": "study_14_Q12", "reasoning": "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", "timestamp": "32:11", "type": [ "Person Understanding" ], "before_clip": 63 } ] }, "study_02": { "video_path": "data/videos/robot/study_02.mp4", "mem_path": "data/memory_graphs/robot/study_02.pkl", "qa_list": [ { "question": "Is Richard a student?", "answer": "Yes", "question_id": "study_02_Q01", "reasoning": "Richard进入书房时就说在学校门口给爸爸妈妈买了蛋糕。后来Ross还说Richard明天要上课。因此她应该是学生。", "timestamp": "04:32", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 8 }, { "question": "What's Ross's job?", "answer": "A Designer", "question_id": "study_02_Q02", "reasoning": "Ross曾从老板那里收到一个紧急任务，让他设计海报。Monica给他推荐了狗狗元素后，他便让Monica把照片发到他手机，然后说传送到电脑后，他就可以开始创作。因此推测Ross是一名设计师。", "timestamp": "30:10", "type": [ "Person Understanding" ], "before_clip": 59 }, { "question": "How does Ross treat Monica‘s advice?", "answer": "Listen carefully and follow the advice", "question_id": "study_02_Q03", "reasoning": "Ross设计海报时，Monica给他推荐了狗狗元素，问他柯基怎么样，Ross觉得可以，说柯基是很多狗狗产品的模特，收到Monica发的柯基照片后还说自己得到灵感了。其次Monica建议他加点漂浮的花瓣，他也加了。然后Monica给他推荐浅蓝色和粉色，他也接受了。因此他会认真听取并采纳妻子的建议。", "timestamp": "30:10", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 59 }, { "question": "What does Ross and Richard think of Monica's appearance", "answer": "beautiful", "question_id": "study_02_Q04", "reasoning": "Monica看20年前的照片时，Ross会说你现在和20年前一样美丽。Richard的英语试卷的最后一道题目是:谁是世界上最美丽的女孩？她的答案是:我妈妈。然后Ross就夸她很聪明，这就是正确答案。因此Ross和Richard都会说妈妈是世界上最漂亮的人。", "timestamp": "30:10", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 59 }, { "question": "Where should the robot put the photo album?", "answer": "Bookshelf", "question_id": "study_02_Q05", "reasoning": "Monica早前说想整理一下照片，然后到书架拿了照片。因此照片应放回书架。", "timestamp": "09:07", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 17 }, { "question": "Did Ross lose his design draft finally？", "answer": "No", "question_id": "study_02_Q06", "reasoning": "Ross的电脑屏幕变黑时，大家都以为是电脑坏了。但最后Ross发现只是插头松了。Ross插上插头后，Richard问他有没有保存草稿，Ross说当然了，自动保存是个好东西。所以他正在做的设计草稿被自动保存了，没有丢失。", "timestamp": "23:01", "type": [ "Cross-Modal Reasoning" ], "before_clip": 45 }, { "question": "How many times does Monica mention her sister?", "answer": "Three times", "question_id": "study_02_Q07", "reasoning": "Monica说想看冰雪奇缘，里面两个女主人公的关系会让她想起姐姐。然后看20岁时拍的照片时，说里面的蛋糕是姐姐送的。寻找海报的狗狗元素时，又提起姐姐家养的柯基。", "timestamp": "30:10", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 59 }, { "question": "Is Monica a caring person?", "answer": "Yes", "question_id": "study_02_Q08", "reasoning": "Richard拿到辅导材料后，Monica说如果Richard要读，他们就不看电影了，以免打扰Richard。而且示意Ross一起到别的地方看电影。后来Ross有紧急任务时，Monica主动走近他并且提供帮助。因此她是一个贴心的人。", "timestamp": "30:10", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 59 }, { "question": "Do Ross and Monica care about Richard's study?", "answer": "Yes", "question_id": "study_02_Q09", "reasoning": "Richard准备坐下时，Ross就问她明天还有课，作业做完了吗？后来Richard要看辅导材料时，Monica说不看电影了以免影响Richard。虽然Richard说没关系，但两人还是换了个位置看电影。而且Monica还辅导Richard的数学，Ross辅导她的英语。因此两人都是关心Richard的学习情况的。", "timestamp": "30:10", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 59 }, { "question": "Do ross and Monica fight a lot?", "answer": "NO", "question_id": "study_02_Q10", "reasoning": "Monica说她感到很累时，Ross会照顾她，给她按摩，而且充分理解她累的原因。后来Monica收到一个紧急任务时，Ross也说会帮助他，而且提供了建议和实质性的帮助。因此两人互相理解，帮助，不会经常打架。", "timestamp": "30:10", "type": [ "Person Understanding" ], "before_clip": 59 } ] }, "meeting_room_01": { "video_path": "data/videos/robot/meeting_room_01.mp4", "mem_path": "data/memory_graphs/robot/meeting_room_01.pkl", "qa_list": [ { "question": "Who is the new member in the department?", "answer": "Lucy", "question_id": "meeting_room_01_Q01", "reasoning": "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。", "timestamp": "03:17", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 5 }, { "question": "Is the atmosphere of this company friendly?", "answer": "yes", "question_id": "meeting_room_01_Q02", "reasoning": "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。", "timestamp": "30:20", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 59 }, { "question": "Does Annie care about the conditions of her subordinates?", "answer": "Yes", "question_id": "meeting_room_01_Q03", "reasoning": "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。", "timestamp": "30:20", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 59 }, { "question": "Is Matthew introvert?", "answer": "No", "question_id": "meeting_room_01_Q04", "reasoning": "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", "timestamp": "30:20", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 59 }, { "question": "Which types of professionals are required?", "answer": "Computer and photography professionals", "question_id": "meeting_room_01_Q05", "reasoning": "Matthewz早前曾说过需要计算机和摄影专业人员的帮助。", "timestamp": "22:41", "type": [ "Person Understanding" ], "before_clip": 44 }, { "question": "What restaurant should the robot book?", "answer": "Italian restaurant", "question_id": "meeting_room_01_Q06", "reasoning": "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。", "timestamp": "26:17", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 51 }, { "question": "Who's the leader among these three people?", "answer": "Annie", "question_id": "meeting_room_01_Q07", "reasoning": "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。", "timestamp": "30:20", "type": [ "Person Understanding", "Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 59 }, { "question": "Which part of the competition costs the highest expenditure?", "answer": "Prize money", "question_id": "meeting_room_01_Q08", "reasoning": "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。", "timestamp": "30:20", "type": [ "Multi-Detail Reasoning" ], "before_clip": 59 }, { "question": "What is the common interest shared by Lucy and Matthew？", "answer": "Visual art ; photography", "question_id": "meeting_room_01_Q09", "reasoning": "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。", "timestamp": "30:20", "type": [ "Person Understanding", "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 59 } ] }, "office_04": { "video_path": "data/videos/robot/office_04.mp4", "mem_path": "data/memory_graphs/robot/office_04.pkl", "qa_list": [ { "question": "What's Lila's job?", "answer": "Teacher", "question_id": "office_04_Q01", "reasoning": "Lila曾敲着键盘说：学校不会报销这种东西的，我只能自己付钱。所以Lila应该在学校里工作。后来Lila说要从她的办公桌上拿试卷，可以看到试卷是还没改的，然后她还说要拿红笔，所以Lila应该是想要改试卷，所以她应该是一名老师。", "timestamp": "06:10", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 11 }, { "question": "Who gets to the office earliest every day, lila or Winnie?", "answer": "Lila", "question_id": "office_04_Q02", "reasoning": "首先进入办公室的是Lila，然后是Winnie，Annie迟到了。Winnie到了办公室之后也说Lila每天都是第一个到办公室的。因此每天第一个到办公室的的确是Lila。", "timestamp": "32:33", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Hop Reasoning" ], "before_clip": 64 }, { "question": "Do Lila and Annie have the same taste for drinks?", "answer": "No", "question_id": "office_04_Q03", "reasoning": "Lila改试卷时说渴了，然后喝了一杯茶。Annie刚进入办公室就拿出了一瓶可乐，工作中途开了这瓶可乐喝。因此两人的饮料口味应该不一样。", "timestamp": "32:33", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 64 }, { "question": "How many pens were used by Lila?", "answer": "2", "question_id": "office_04_Q04", "reasoning": "Lila改试卷时用了一支自己包里的红笔，后来她说要备课之后，又向Winnie借了一直黑笔来用。因此她一共用了两支笔。", "timestamp": "32:33", "type": [ "Multi-Detail Reasoning" ], "before_clip": 64 }, { "question": "How many things brought by Annie were dumped into the dustbin?", "answer": "2", "question_id": "office_04_Q05", "reasoning": "Annie刚进办公室就把塑料袋里的东西拿了出来，然后说这个塑料袋要扔到垃圾桶里，于是塑料袋被扔进了垃圾桶。在工作中途Annie开了一瓶可乐，喝完这瓶可乐之后，她说要把这个瓶子扔进垃圾桶，于是可乐瓶也被扔进了垃圾桶。因此在她带来办公室的东西中，有两件被扔进了垃圾桶。", "timestamp": "32:33", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 64 }, { "question": "What has Winne eaten?", "answer": "Orange and chips", "question_id": "office_04_Q06", "reasoning": "Winnie曾说要吃水果，然后拿到了橙子吃，吃的时候还说很甜。后来她又询问是否能吃Annie的薯片，Annie同意了，于是Winnie又吃了薯片。所以Winnie吃过橙子和薯片。", "timestamp": "32:33", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 64 }, { "question": "Where should the robot place the towel?", "answer": "On the desk beside the water dispenser", "question_id": "office_04_Q07", "reasoning": "Lila曾想擦桌子，于是询问Winnie有没有纸巾，Winnie寻找过后说忘记带了，然后Lila就说用抹布来擦，然后到饮水机旁的书桌上拿了抹布。因此抹布应放回饮水机旁的书桌。", "timestamp": "06:45", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 12 }, { "question": "Why did Lila move to another chair to work?", "answer": "She found her original chair uncomfortable and her computer didn't work.", "question_id": "office_04_Q08", "reasoning": "Lila曾发现自己的电脑坏了，还说没有电脑上的工作了，后来又说自己的办公椅很硬，然后Winnie建议她到另一张椅子上办公，反正她也不需要用到电脑了，于是Lila坐到了另一张办公椅上。因此Lila是因为觉得自己原来的椅子不舒服，而且电脑坏了也不能用了，所以才换位置办公的。", "timestamp": "20:05", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 39 }, { "question": "Where can the robot get Lila's ipad?", "answer": "In the drawer of her desk", "question_id": "office_04_Q09", "reasoning": "Lila进入办公室后一直在用平板，然后Winnie进入办公室后说她总是看Tiktok，让她快点去工作。Lila说知道了，然后把平板放到了她办公桌的抽屉里。因此应该到她办公桌的抽屉里拿平板。", "timestamp": "23:52", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 46 }, { "question": "How did the class that Lila is teaching perform in the exam?", "answer": "Bad", "question_id": "office_04_Q10", "reasoning": "Lila曾说不理解二年级的知识对于学生来说怎么这么难，Winnie帮她分析原因，她还说：不用你教。然后她问另外两人：你们教的班级考试表现得很好吗？结合来看应该是她教的班级考得差。听说另外两人教的班级考得很好之后，她说明明考的都是一样的试卷。言下之意应该是都是一样的试卷，她教的班却考得差。", "timestamp": "28:07", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 55 }, { "question": "What fruits are there in the office?", "answer": "Oranges", "question_id": "office_04_Q11", "reasoning": "工作中途Winnie说要吃水果，然后可以看到桌上只有橙子，拿到橙子吃的时候Winnie说橙子很甜，还问Lila是在哪里买的。除此之外她们没有吃别的水果，办公室里也没有别的水果。", "timestamp": "32:33", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 64 }, { "question": "Is Annie willing to share?", "answer": "Yes", "question_id": "office_04_Q12", "reasoning": "Winnie曾询问Annie能不能吃她的薯片，Annie说当然了，然后Winnie到Anna那里拿了薯片。后来Lila说自己今天没有带吃的，只能喝水充饥了，于是Annie主动问Lila要不要吃她的薯片，Lila说要，因此Lila也吃了Annie的薯片。再后来Winnie又问Annie能不能喝她的可乐，Annie说当然了，还让她拿杯子来装。所以Annie是一个乐意分享的人。", "timestamp": "32:33", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 64 }, { "question": "Did Lila order any takeout?", "answer": "No", "question_id": "office_04_Q13", "reasoning": "Lila本来想点外卖，还拿出手机选，但是Annie提醒她说学校发布了规定，不允许在办公室点外卖。在她以为自己要喝水充饥的时候，Annie分享了自己的薯片给她。于是Lila到最后也没有点外卖。", "timestamp": "32:33", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 64 }, { "question": "Is Lila addicted to electronic products?", "answer": "Yes", "question_id": "office_04_Q14", "reasoning": "Lila一进入办公室就说要看一下Tiktok，然后拿出平板一直在看，Winnie进入办公室后说她每天都第一个到办公室，但是到了之后总是看Tiktok。后来Lila说办公椅太硬了，听从Winnie的建议坐到另一个椅子上后，又开始刷起了手机，然后突然回过神来，说：停下，我要工作了。因此Lila是沉迷电子产品的。", "timestamp": "32:33", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 64 } ] }, "study_22": { "video_path": "data/videos/robot/study_22.mp4", "mem_path": "data/memory_graphs/robot/study_22.pkl", "qa_list": [ { "question": "What kind of book does Malloy prefer?", "answer": "Mystery book", "question_id": "study_22_Q01", "reasoning": "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。", "timestamp": "06:04", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 11 }, { "question": "Does Cooper think that Malloy gets along well with others?", "answer": "Yes", "question_id": "study_22_Q02", "reasoning": "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。", "timestamp": "36:17", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 71 }, { "question": "Is Cooper's memory good?", "answer": "Not good", "question_id": "study_22_Q03", "reasoning": "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。", "timestamp": "36:17", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 71 }, { "question": "Do Malloy and Cooper have same personalities?", "answer": "no", "question_id": "study_22_Q04", "reasoning": "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。", "timestamp": "36:17", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 71 }, { "question": "Does Mom favor Malloy more?", "answer": "Yes", "question_id": "study_22_Q05", "reasoning": "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。", "timestamp": "36:17", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 71 }, { "question": "Where should the robot place the book?", "answer": "On the third layer of the bookshelf", "question_id": "study_22_Q06", "reasoning": "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。", "timestamp": "06:11", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 11 }, { "question": "Do they drink coffee for the totally same reason?", "answer": "No", "question_id": "study_22_Q07", "reasoning": "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。", "timestamp": "07:34", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 14 }, { "question": "What are Malloy's worries about？", "answer": "Friendship", "question_id": "study_22_Q08", "reasoning": "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。", "timestamp": "11:43", "type": [ "Person Understanding" ], "before_clip": 22 }, { "question": "Where can the robot get the rag?", "answer": "On the table beside the bookshelf", "question_id": "study_22_Q09", "reasoning": "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。 ", "timestamp": "15:00", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction" ], "before_clip": 29 }, { "question": "How many kinds of book that Cooper likes are mentioned ?", "answer": "2", "question_id": "study_22_Q10", "reasoning": "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。", "timestamp": "36:17", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 71 }, { "question": "Does Malloy has the reading habit?", "answer": "No", "question_id": "study_22_Q11", "reasoning": "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。", "timestamp": "36:17", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 71 }, { "question": "Is Malloy selfish?", "answer": "Yes", "question_id": "study_22_Q12", "reasoning": "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。", "timestamp": "36:17", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 71 } ] }, "office_05": { "video_path": "data/videos/robot/office_05.mp4", "mem_path": "data/memory_graphs/robot/office_05.pkl", "qa_list": [ { "question": "What coffee does Marry need?", "answer": "Cappuccino.", "question_id": "office_05_Q01", "reasoning": "最开始Marry说卡布奇诺很好喝，可知Marry需要卡布奇诺", "timestamp": "01:46", "type": [ "Person Understanding" ], "before_clip": 2 }, { "question": "What job is Jenny busy with?", "answer": "Short video script writing", "question_id": "office_05_Q02", "reasoning": "由Marry和Jenny一起讨论方案的整体过程可得知它们是在编写短视频剧本", "timestamp": "31:12", "type": [ "Person Understanding" ], "before_clip": 61 }, { "question": "Has Jenny eaten enough for lunch?", "answer": "No", "question_id": "office_05_Q03", "reasoning": "Jenny说她中午只是吃了一点面包，所以并没有吃饱", "timestamp": "31:12", "type": [ "Person Understanding" ], "before_clip": 61 }, { "question": "What is Marry going to do next?", "answer": "Finishing the work ahead", "question_id": "office_05_Q04", "reasoning": "Jenny反问Marry一会干什么，Marry说她可能会提前做一些工作，除此之外，marry没有其他的事要做，因此她很可能一会儿会提前完成工作", "timestamp": "31:12", "type": [ "Person Understanding" ], "before_clip": 61 }, { "question": "What does Marry and Jenny's company do?", "answer": "Self media company", "question_id": "office_05_Q05", "reasoning": "前面提到写短视频剧本，Jenny说她是内容创作者，说要提前发出视频，由此推断他们公司是做新媒体自媒体的", "timestamp": "31:12", "type": [ "Multi-Detail Reasoning" ], "before_clip": 61 }, { "question": "How many selling points does the toothbrush products have?", "answer": "Four", "question_id": "office_05_Q06", "reasoning": "Jenny最开始说了三点卖点，后面又加了一个 one more thing,所以应该是四个", "timestamp": "10:17", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 19 }, { "question": "Where are the pen and draft paper?", "answer": "On the miscellaneous table next to the Water dispenser", "question_id": "office_05_Q07", "reasoning": "Mary喝完咖啡后，把笔和纸放在了饮水机旁的桌子上，机器人在场，所以让它拿来的时候，知道要去哪里拿", "timestamp": "19:13", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 37 }, { "question": "What coffee does Jenny want?", "answer": "Cappuccino", "question_id": "office_05_Q08", "reasoning": "Jenny说Marry很聪明，她要跟她喝一样的咖啡，之前Marry喝的是卡布奇诺，所以Jenny也想喝卡布奇诺", "timestamp": "23:43", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 46 }, { "question": "What kind of takeout are needed?", "answer": "Pizza", "question_id": "office_05_Q09", "reasoning": "Jenny建议吃披萨，Marry后面也同意了Jenny的8提议", "timestamp": "27:55", "type": [ "Multi-Detail Reasoning" ], "before_clip": 54 }, { "question": "What forms does Marry think are needed to express the characteristics of the product?", "answer": "Text introduction and comparative experiment", "question_id": "office_05_Q10", "reasoning": "Marry先说要以文字形式写下产品的特点，后面又说必须与竞品加以对比，才能提高产品的可信度", "timestamp": "31:12", "type": [ "Multi-Detail Reasoning" ], "before_clip": 61 }, { "question": "How does Marry think to distinguish products from competitors?", "answer": "Introducing the products cutting edge technology.", "question_id": "office_05_Q11", "reasoning": "Marry解释了要将自己的产品和别家产品区分开就是要介绍自己产品的前沿科技", "timestamp": "31:12", "type": [ "Cross-Modal Reasoning" ], "before_clip": 61 }, { "question": "Why did Marry propose not to provide a detailed introduction at the end of the script?", "answer": "For utilizing the promotion of evaluation bloggers", "question_id": "office_05_Q12", "reasoning": "Marry说不需要详细介绍，而是可以让客户去看博主的推广，这样可以有效扩大她们产品的影响力", "timestamp": "31:12", "type": [ "Person Understanding", "Cross-Modal Reasoning" ], "before_clip": 61 }, { "question": "Does Marry often write advertising scripts?", "answer": "Yes", "question_id": "office_05_Q13", "reasoning": "Jenny说Marry很聪明，Marry说她有很多经验，这说明她经常写广告剧本", "timestamp": "31:12", "type": [ "Person Understanding" ], "before_clip": 61 } ] }, "gym_01": { "video_path": "data/videos/robot/gym_01.mp4", "mem_path": "data/memory_graphs/robot/gym_01.pkl", "qa_list": [ { "question": "Which takeout should be taken to Anna?", "answer": "Water", "question_id": "gym_01_Q01", "reasoning": "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。", "timestamp": "02:19", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 3 }, { "question": "Is Susan concerned about Anna's health?", "answer": "Yes", "question_id": "gym_01_Q02", "reasoning": "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。", "timestamp": "31:23", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 61 }, { "question": "Does Anna have a strong desire to win?", "answer": "Yes", "question_id": "gym_01_Q03", "reasoning": "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.", "timestamp": "31:23", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 61 }, { "question": "What's the relationship between Alice and Susan?", "answer": "Alice guides Susan to play", "question_id": "gym_01_Q04", "reasoning": "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。", "timestamp": "31:23", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 61 }, { "question": "Does Susan do things with persistence?", "answer": "Yes", "question_id": "gym_01_Q05", "reasoning": "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。", "timestamp": "31:23", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 61 }, { "question": "Do both Anna and Susan emphasize the fairness of the contest?", "answer": "Yes", "question_id": "gym_01_Q06", "reasoning": "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。", "timestamp": "31:23", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 61 }, { "question": "How many times do Susan and Anna change place when playing table tennis?", "answer": "Twice", "question_id": "gym_01_Q07", "reasoning": "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。", "timestamp": "31:23", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 61 }, { "question": "Which takeout should be taken to Susan?", "answer": "Sports drink", "question_id": "gym_01_Q08", "reasoning": "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。", "timestamp": "02:19", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 3 }, { "question": "Where should the robot place the table tennis balls?", "answer": "Beside the chair", "question_id": "gym_01_Q09", "reasoning": "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。", "timestamp": "21:02", "type": [ "General Knowledge Extraction" ], "before_clip": 41 }, { "question": "Where should the robot place the towels?", "answer": "In Susan's bag", "question_id": "gym_01_Q10", "reasoning": "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。", "timestamp": "22:46", "type": [ "General Knowledge Extraction" ], "before_clip": 44 }, { "question": "Do both Susan and Anna know how to do sports safely?", "answer": "Yes", "question_id": "gym_01_Q11", "reasoning": "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。", "timestamp": "31:23", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 61 }, { "question": "what advantages of playing table tennis are mentioned?", "answer": "convenient and healthy", "question_id": "gym_01_Q12", "reasoning": "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。", "timestamp": "31:23", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 61 }, { "question": "Who was better prepared，Susan or Anna?", "answer": "Susan", "question_id": "gym_01_Q13", "reasoning": "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。", "timestamp": "31:23", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 61 } ] }, "kitchen_21": { "video_path": "data/videos/robot/kitchen_21.mp4", "mem_path": "data/memory_graphs/robot/kitchen_21.pkl", "qa_list": [ { "question": "What fruits did Jane buy?", "answer": "Blueberries, strawberries, mangoes and dragon fruits.", "question_id": "kitchen_21_Q01", "reasoning": "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。", "timestamp": "35:16", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 69 }, { "question": "What’s the fucntion of the fruit plates?", "answer": "To hold the left and uncut fruits", "question_id": "kitchen_21_Q02", "reasoning": "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。", "timestamp": "35:16", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 69 }, { "question": "Was Alice a little unhappy today?", "answer": "Yes", "question_id": "kitchen_21_Q03", "reasoning": "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。", "timestamp": "35:16", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 69 }, { "question": "What are the two kitchen utensils used to make Oreo chips", "answer": "Kitchen knife and rolling pin", "question_id": "kitchen_21_Q04", "reasoning": "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。", "timestamp": "13:29", "type": [ "Multi-Detail Reasoning" ], "before_clip": 25 }, { "question": "Where should the robot place the dragon fruit in the sink?", "answer": "In the plate", "question_id": "kitchen_21_Q05", "reasoning": "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。", "timestamp": "18:07", "type": [ "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 35 }, { "question": "How many fruit did alice and jane use to decorate the cake?", "answer": "4", "question_id": "kitchen_21_Q06", "reasoning": "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。", "timestamp": "28:34", "type": [ "Multi-Detail Reasoning" ], "before_clip": 56 }, { "question": "Did Alice and Jane treat the decorations carefully?", "answer": "yes", "question_id": "kitchen_21_Q07", "reasoning": "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", "timestamp": "28:34", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 56 }, { "question": "Where should the robot place the rolling pin?", "answer": "In the cabinet above the microwave oven", "question_id": "kitchen_21_Q08", "reasoning": "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。", "timestamp": "29:05", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 57 }, { "question": "Where should the robot place the knife?", "answer": "In the knife holder beside the sink", "question_id": "kitchen_21_Q09", "reasoning": "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。", "timestamp": "29:05", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 57 }, { "question": "Where should the robot place the chopping board?", "answer": " In the cabinet under the sink.", "question_id": "kitchen_21_Q10", "reasoning": "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。", "timestamp": "29:05", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction" ], "before_clip": 57 } ] }, "kitchen_08": { "video_path": "data/videos/robot/kitchen_08.mp4", "mem_path": "data/memory_graphs/robot/kitchen_08.pkl", "qa_list": [ { "question": "Who pays more attention to breakfast, Jennie or Lily?", "answer": "Lily", "question_id": "kitchen_08_Q01", "reasoning": "Jennie急急忙忙起床的时候，Lliy已经开始准备做早餐了。做面过程中Lliy说只吃面有点单调了，问能不能加点别的。然后Lily又问Jennie想喝点什么。决定好早餐的菜品后，Lliy又安排好了两人各自负责的食物。相反，Jennie没有主动为早餐提出什么建议。所以Lliy比Jennie重视早餐。", "timestamp": "37:44", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 74 }, { "question": "Does Lily care about kitchen's hygiene?", "answer": "Yes", "question_id": "kitchen_08_Q02", "reasoning": "Lliy说要从上方的橱柜拿两个碗，拿出来后她会把每个碗清洗一遍，筷子拿出来后也清洗了一遍。用完砧板和菜刀时也说要洗干净放好。因此Lliy是比较注意厨房卫生的。", "timestamp": "37:44", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 74 }, { "question": "Is Lily willing to do things for Jennie?", "answer": "Yes", "question_id": "kitchen_08_Q03", "reasoning": "Jennie问Lily早餐打算做什么，Lliy说土豆鸡蛋蔬菜面条，Jennie发现都是自己喜欢的。Lily说正是因为Jennie喜欢才做这些菜。然后她还独自煮好了两人的面条。所以Lily是愿意为Jennie做事的。", "timestamp": "37:44", "type": [ "Person Understanding" ], "before_clip": 74 }, { "question": "Is Jennie able to make noodle?", "answer": "Yes", "question_id": "kitchen_08_Q04", "reasoning": "Jennie说自己会用面粉做意大利面时，Lliy表示了质疑，但Jennie亲手说了制作的各个注意事项以及流程。而且分配了做面条的任务。因此Jennie是会做面条的。", "timestamp": "04:40", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 8 }, { "question": "According to the video, how should food made with dough be stored", "answer": "It should be frozen or refrigerated in the fridge.", "question_id": "kitchen_08_Q05", "reasoning": "做面过程中Lliy还想做点别的，Jennie回答说如果揉了面粉，那她可以用面粉做馒头。然后Lliy说可以提前做好馒头，然后放到冰箱里冷冻和冷藏。因此推断用面粉做的食物是需要放到冰箱里冷冻和冷藏的。", "timestamp": "13:30", "type": [ "Multi-Detail Reasoning" ], "before_clip": 26 }, { "question": "How many bowls are used?", "answer": "6", "question_id": "kitchen_08_Q06", "reasoning": "Lliy洗面过程说要一个碗，于是用了一个碗，然后装面用了两个碗。Jennie做芝麻糊用了一个碗。吃饭时两人说要拿两个碗，于是又另外拿了两个。一共用了六个碗。", "timestamp": "37:44", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 74 }, { "question": "Did Lily and Jennie eat the noodle made by hand with flour this morning?", "answer": "No", "question_id": "kitchen_08_Q07", "reasoning": "Lliy说自己想用面粉做面条，但是发现非常难，所以还是想用做好的面条。然后Jennie说她很会用面粉做意大利面，最后Lliy说那下次Jennie来做，这次她来做。最后两人只吃了Lliy做的面条。所以两人今天早上没有吃亲手用面粉做的面条。", "timestamp": "37:44", "type": [ "Multi-Hop Reasoning", "Multi-Detail Reasoning" ], "before_clip": 74 }, { "question": "How many kinds of food did Jennie make this morning?", "answer": "1", "question_id": "kitchen_08_Q08", "reasoning": "两人早餐只吃了面条和芝麻糊。Lliy说她来做面条，下次再让Jennie做。芝麻糊是Jennie做的，所以Jennie只做了芝麻糊。", "timestamp": "37:44", "type": [ "Multi-Detail Reasoning" ], "before_clip": 74 }, { "question": "is Jennie's memory good?", "answer": "Not good", "question_id": "kitchen_08_Q09", "reasoning": "Jennie刚出场时说完了，自己要迟到了。但是Lliy告诉她今天是周末。然后Jennie想查看时间，又忘记了自己的手机在哪。而且两人都会忘记买了很多东西放在冰箱，直至过期都没有使用。因此Jennie的记忆力并不好。", "timestamp": "37:44", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 74 } ] }, "office_03": { "video_path": "data/videos/robot/office_03.mp4", "mem_path": "data/memory_graphs/robot/office_03.pkl", "qa_list": [ { "question": "Do Jane and Alice have the same job responsibilities?", "answer": "No", "question_id": "office_03_Q01", "reasoning": "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。", "timestamp": "05:52", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 10 }, { "question": "Do Ava and Alice come to the office for the same reason?", "answer": "No", "question_id": "office_03_Q02", "reasoning": "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。", "timestamp": "30:16", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 59 }, { "question": "What food did Ava eat in the office?", "answer": "A pack of spicy snacks and chocolate", "question_id": "office_03_Q03", "reasoning": "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。", "timestamp": "30:16", "type": [ "Multi-Detail Reasoning" ], "before_clip": 59 }, { "question": "Is Jane willing to share her snacks?", "answer": "Yes", "question_id": "office_03_Q04", "reasoning": "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。", "timestamp": "30:16", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 59 }, { "question": "Is Jane really tired?", "answer": "Yes", "question_id": "office_03_Q05", "reasoning": "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。", "timestamp": "10:23", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 19 }, { "question": "Where can the robot get the snacks?", "answer": "In the box on the shelf beside the water dispenser.", "question_id": "office_03_Q06", "reasoning": "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。", "timestamp": "14:41", "type": [ "Cross-Modal Reasoning", "General Knowledge Extraction", "Multi-Detail Reasoning" ], "before_clip": 28 }, { "question": "Does Jane care about the flavor of her office?", "answer": "Yes", "question_id": "office_03_Q07", "reasoning": "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。", "timestamp": "15:38", "type": [ "Person Understanding" ], "before_clip": 30 }, { "question": "Why should Jane buy a doll?", "answer": "To sent it to Ava", "question_id": "office_03_Q08", "reasoning": "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。", "timestamp": "18:00", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 35 }, { "question": "How many paper documents are edicted in the office?", "answer": "2", "question_id": "office_03_Q09", "reasoning": "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。", "timestamp": "30:16", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 59 }, { "question": "What's Jane and Alice 's job?", "answer": "Work related to design", "question_id": "office_03_Q10", "reasoning": "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。", "timestamp": "30:16", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 59 }, { "question": "Is Alice adept at her job?", "answer": "Yes", "question_id": "office_03_Q11", "reasoning": "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。", "timestamp": "30:16", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 59 }, { "question": "Is Alice's memory good?", "answer": "no", "question_id": "office_03_Q12", "reasoning": "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。", "timestamp": "30:16", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 59 } ] }, "office_07": { "video_path": "data/videos/robot/office_07.mp4", "mem_path": "data/memory_graphs/robot/office_07.pkl", "qa_list": [ { "question": "Is Danny good at organizing?", "answer": "Yes", "question_id": "office_07_Q01", "reasoning": "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。", "timestamp": "41:43", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 82 }, { "question": "Does Amy like fruits?", "answer": "Yes", "question_id": "office_07_Q02", "reasoning": "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。", "timestamp": "41:43", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 82 }, { "question": "Did Amy and Danny collaborate as colleagues?", "answer": "yes", "question_id": "office_07_Q03", "reasoning": "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。", "timestamp": "41:43", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 82 }, { "question": "Where should the robot put the semi-finished copies?", "answer": "In the pink folder", "question_id": "office_07_Q04", "reasoning": "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。", "timestamp": "15:49", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 30 }, { "question": "In which drawer, top, middle or bottom, is Danny's document located?", "answer": "In the top drawer behind Danny", "question_id": "office_07_Q05", "reasoning": "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。", "timestamp": "22:07", "type": [ "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 43 }, { "question": "Does Danny's coffee need suagr?", "answer": "No", "question_id": "office_07_Q06", "reasoning": "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。", "timestamp": "24:18", "type": [ "Person Understanding" ], "before_clip": 47 }, { "question": "What is the relationship between Linda and the other two?", "answer": "Linda is their leader.", "question_id": "office_07_Q07", "reasoning": "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。", "timestamp": "37:47", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 74 }, { "question": "Did Danny and Amy organize the processed documents in the same way?", "answer": "No", "question_id": "office_07_Q08", "reasoning": "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。", "timestamp": "41:43", "type": [ "Person Understanding", "Cross-Modal Reasoning", "Multi-Detail Reasoning" ], "before_clip": 82 }, { "question": "How many times did Danny offer advice to Amy?", "answer": "Twice", "question_id": "office_07_Q09", "reasoning": "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。", "timestamp": "41:43", "type": [ "Person Understanding", "Multi-Detail Reasoning" ], "before_clip": 82 } ] } }