{"item_id": "AoTBench_4027", "benchmark": "AoTBench", "capability_group": "perception", "capability_group_label": "Perception", "fine_category": "perception_object_misidentify", "question": "Which caption best describes this video?", "options": ["A young beautiful woman with headphones closes her eyes, and holds her cheeks to enjoy the music, at the end, she dropped her hands down.", "A beautiful girl lays down on the yoga mat cheerfully after workouting at home."], "answer": "B", "answer_idx": 1, "chance": 0.5, "video": "videos/dcc3546a5d0875b6b6f2c5f54730f728247b7685a5b6dad8955d66942a6f7bc3.mp4", "video_id": "dcc3546a5d0875b6b6f2c5f54730f728247b7685a5b6dad8955d66942a6f7bc3", "duration_s": 15.4, "width": 596, "height": 336, "fps": "25/1", "audio": null, "source_video": "sherryxzh/AoTBench::videos.zip::videos/RTime/clip-1085270597-young-beautiful-asian-woman-put-on-headphone_reverse.mp4", "video_v1_0": "videos/dcc3546a5d0875b6b6f2c5f54730f728247b7685a5b6dad8955d66942a6f7bc3.mp4", "license": "unknown"}
{"item_id": "AoTBench_5903", "benchmark": "AoTBench", "capability_group": "perception", "capability_group_label": "Perception", "fine_category": "perception_fine_grained_action", "question": "Which caption best describes this video?", "options": ["Wonderful hilly terrain with high natural mountains and dense green forest top view raising over winding asphalt road with moving cars at sunset or sunrise.", "Two cars are backing up over a winding asphalt road with wonderful hilly terrain with high natural mountains and dense green forest top view raising"], "answer": "B", "answer_idx": 1, "chance": 0.5, "video": "videos/d6b7428fe6aaa32fa25fc9872d8b6d50ba9d7576f6113745551656de26af7333.mp4", "video_id": "d6b7428fe6aaa32fa25fc9872d8b6d50ba9d7576f6113745551656de26af7333", "duration_s": 18.285, "width": 596, "height": 336, "fps": "30000/1001", "audio": null, "source_video": "sherryxzh/AoTBench::videos.zip::videos/RTime/clip-1018728370-aerial-shot-taking-off-over-wonderful-hilly_reverse.mp4", "video_v1_0": "videos/d6b7428fe6aaa32fa25fc9872d8b6d50ba9d7576f6113745551656de26af7333.mp4", "license": "unknown"}
{"item_id": "AoTBench_4425", "benchmark": "AoTBench", "capability_group": "perception", "capability_group_label": "Perception", "fine_category": "perception_fine_grained_action", "question": "Which caption best describes this video?", "options": ["A woman is skillfully wrapping a piece of yarn around two sticks.", "A piece of yarn was gradually pulled out from two yarn sticks by a nimble girl."], "answer": "B", "answer_idx": 1, "chance": 0.5, "video": "videos/bee277af78ee0bcfc65004e9f4941a2e59d2f7080c79a416ecb641d8c5bd2849.mp4", "video_id": "bee277af78ee0bcfc65004e9f4941a2e59d2f7080c79a416ecb641d8c5bd2849", "duration_s": 20.12, "width": 596, "height": 336, "fps": "25/1", "audio": null, "source_video": "sherryxzh/AoTBench::videos.zip::videos/RTime/clip-1058945132-woman-s-hands-knitting-craft-needles-red-wool_reverse.mp4", "video_v1_0": "videos/bee277af78ee0bcfc65004e9f4941a2e59d2f7080c79a416ecb641d8c5bd2849.mp4", "license": "unknown"}
{"item_id": "VITATECS_8206", "benchmark": "VITATECS", "capability_group": "perception", "capability_group_label": "Perception", "fine_category": "perception_fine_grained_action", "question": "Which caption correctly describes what happens in the video?", "options": ["certain species of fish crawling around on the ocean floor", "certain species of fish swimming around near the ocean floor"], "answer": "A", "answer_idx": 0, "chance": 0.5, "video": "videos/850b48b37b090787da02f722b4d8fae66196fb2aaaca479b543ccf1c4cf315dd.mp4", "video_id": "850b48b37b090787da02f722b4d8fae66196fb2aaaca479b543ccf1c4cf315dd", "duration_s": 10.01, "width": 320, "height": 240, "fps": "30000/1001", "audio": {"codec": "aac", "sample_rate": "44100", "channels": 2}, "source_video": "sherryxzh/AoTBench::videos.zip::videos/vitatecs/video7530.mp4", "video_v1_0": "videos/850b48b37b090787da02f722b4d8fae66196fb2aaaca479b543ccf1c4cf315dd.mp4", "license": "CC-BY-4.0"}
{"item_id": "V2P-Bench_988", "benchmark": "V2P-Bench", "capability_group": "perception", "capability_group_label": "Perception", "fine_category": "perception_localization", "question": "What are the planets that the man marked with a red dot research?", "options": ["Mars and Jupiter.", "Venus and Neptune.", "Mars and Neptune.", "Jupiter and Neptune."], "answer": "B", "answer_idx": 1, "chance": 0.25, "video": "videos/a1ad8b7d5781e071abe4102786f98ccd63c04be9933dfe4a076ed2aa7f6d750b.mp4", "video_id": "a1ad8b7d5781e071abe4102786f98ccd63c04be9933dfe4a076ed2aa7f6d750b", "duration_s": 2766.82, "width": 1280, "height": 720, "fps": "2997/100", "audio": {"codec": "aac", "sample_rate": "44100", "channels": 2}, "source_video": "gaotiexinqu/V2P-Bench::videos/Video-MME_xk.zip::Video-MME_xk/rD5oDjk3IOU.mp4", "video_v1_0": "videos/a1ad8b7d5781e071abe4102786f98ccd63c04be9933dfe4a076ed2aa7f6d750b.mp4", "license": "CC-BY-NC-4.0"}
{"item_id": "ALLVB_2121", "benchmark": "ALLVB", "capability_group": "perception", "capability_group_label": "Perception", "fine_category": "perception_attribute", "question": "In the dark, swampy environment, a woman is seen tending to a wounded person and later crawling through the muddy terrain while holding a gun. The scene is filled with dense vegetation, water, and dim lighting. What is the color of the woman's shirt in the scene?", "options": ["Blue", "Red", "Black", "Green", "Purple"], "answer": "E", "answer_idx": 4, "chance": 0.2, "video": "videos/7b46602803092cb7c2bb0d8e9d836544b91a1a95480a8b029787430997726e9e.mp4", "video_id": "7b46602803092cb7c2bb0d8e9d836544b91a1a95480a8b029787430997726e9e", "duration_s": 5252.08, "width": 1280, "height": 534, "fps": "24000/1001", "audio": {"codec": "aac", "sample_rate": "48000", "channels": 2}, "source_video": "ALLVB/ALLVB::::test_set_movie/Crawl (2019)/Crawl (2019).mp4", "video_v1_0": "videos/7b46602803092cb7c2bb0d8e9d836544b91a1a95480a8b029787430997726e9e.mp4", "license": "CC-BY-NC-SA-4.0"}
{"item_id": "S-EMBER_7790", "benchmark": "S-EMBER", "capability_group": "perception", "capability_group_label": "Perception", "fine_category": "perception_comparison", "question": "How does the shade of these green pants compare to the green pants I looked at earlier?", "options": ["These pants are a lighter, more olive shade compared to the darker green pants you looked at earlier.", "These pants are noticeably darker and more muted, whereas the pants you saw earlier were lighter and brighter.", "These pants are a lighter, pastel green, while the earlier pair was a noticeably darker, deeper green shade.", "These pants have a stronger yellow tint and warmer tone, while the earlier pair was a lighter, neutral green.", "These pants are a lighter, more vibrant shade, while the earlier ones appear to be darker and more muted."], "answer": "D", "answer_idx": 3, "chance": 0.2, "video": "videos/f4eb7be9d552eedd74a88056791638265d916e8bbdbe2eae63a157d9657b4751.mp4", "video_id": "f4eb7be9d552eedd74a88056791638265d916e8bbdbe2eae63a157d9657b4751", "duration_s": 300.167, "width": 720, "height": 966, "fps": "12/1", "audio": null, "source_video": "facebook/S-EMBER::::videos/1266650815111130_start_0.0_end_300.12.mp4", "video_v1_0": "videos/f4eb7be9d552eedd74a88056791638265d916e8bbdbe2eae63a157d9657b4751.mp4", "license": "CC-BY-NC-4.0"}
{"item_id": "TOC-Bench_862", "benchmark": "TOC-Bench", "capability_group": "perception", "capability_group_label": "Perception", "fine_category": "perception_hallucination", "question": "Does eggs ever get fully hidden in the video?", "options": ["eggs never gets fully hidden", "eggs does gets fully hidden"], "answer": "B", "answer_idx": 1, "chance": 0.5, "video": "videos/6c23b5ed384eb06d60b1189bc7a73b83afe5e537a5653c5c8df78e40abcc3aff.mp4", "video_id": "6c23b5ed384eb06d60b1189bc7a73b83afe5e537a5653c5c8df78e40abcc3aff", "duration_s": 26.122, "width": 1920, "height": 1080, "fps": "30/1", "audio": {"codec": "aac", "sample_rate": "44100", "channels": 1}, "source_video": "anonymous-video-benchmark/toc_bench::::videos/perception_test_video_1025.mp4", "video_v1_0": "videos/6c23b5ed384eb06d60b1189bc7a73b83afe5e537a5653c5c8df78e40abcc3aff.mp4", "license": "custom"}
{"item_id": "S-EMBER_346", "benchmark": "S-EMBER", "capability_group": "perception", "capability_group_label": "Perception", "fine_category": "perception_object_counting", "question": "After coming to a stop, how many yellow taxis did I see before I crossed the street?", "options": ["You saw 6 yellow taxis before crossing.", "You saw 3 yellow taxis before crossing.", "You saw 5 yellow taxis before crossing.", "You saw 2 yellow taxis before crossing.", "You saw 8 yellow taxis before crossing."], "answer": "E", "answer_idx": 4, "chance": 0.2, "video": "videos/9236e84d67124084e51188834a5bfee561f07014f5c2015ff83cf6f67497c425.mp4", "video_id": "9236e84d67124084e51188834a5bfee561f07014f5c2015ff83cf6f67497c425", "duration_s": 600.0, "width": 720, "height": 960, "fps": "12/1", "audio": null, "source_video": "facebook/S-EMBER::::videos/9990797240986613_start_0.0_end_599.986.mp4", "video_v1_0": "videos/9236e84d67124084e51188834a5bfee561f07014f5c2015ff83cf6f67497c425.mp4", "license": "CC-BY-NC-4.0"}
{"item_id": "AoTBench_4309", "benchmark": "AoTBench", "capability_group": "perception", "capability_group_label": "Perception", "fine_category": "perception_object_misidentify", "question": "Which caption best describes this video?", "options": ["An old lady with gray hair and a blue mask is flipping through a book.", "A book is being read upside down by an old lady with a blue mask on her hair and a red sweater."], "answer": "B", "answer_idx": 1, "chance": 0.5, "video": "videos/1fcb463916ff85d3474d4041757c0b806baca95ba31fffbcacc05e72f62860dc.mp4", "video_id": "1fcb463916ff85d3474d4041757c0b806baca95ba31fffbcacc05e72f62860dc", "duration_s": 18.36, "width": 596, "height": 336, "fps": "25/1", "audio": null, "source_video": "sherryxzh/AoTBench::videos.zip::videos/RTime/clip-1053321791-close-senior-caucasian-woman-protective-mask-on_reverse.mp4", "video_v1_0": "videos/1fcb463916ff85d3474d4041757c0b806baca95ba31fffbcacc05e72f62860dc.mp4", "license": "unknown"}
{"item_id": "ViMUL-Bench_4920", "benchmark": "ViMUL-Bench", "capability_group": "perception", "capability_group_label": "Perception", "fine_category": "perception_comparison", "question": "第三のステッカーセットは他の二つと何が違うのですか？", "options": ["3番目のシールセットは動物柄です。", "三番目のステッカーセットは植物のパターンです。", "3番目のステッカーセットは安価です。", "三番目のステッカーセットには色がありません。"], "answer": "D", "answer_idx": 3, "chance": 0.25, "video": "videos/d075591bcaef6db39f41a8d6b30c6567bbfbabdbc3f69daf6ed4d2e0b992acf7.mp4", "video_id": "d075591bcaef6db39f41a8d6b30c6567bbfbabdbc3f69daf6ed4d2e0b992acf7", "duration_s": 2180.725, "width": 640, "height": 360, "fps": "25/1", "audio": {"codec": "aac", "sample_rate": "44100", "channels": 2}, "source_video": "MBZUAI/ViMUL-Bench::videos.zip::vid_4004.mp4", "video_v1_0": "videos/d075591bcaef6db39f41a8d6b30c6567bbfbabdbc3f69daf6ed4d2e0b992acf7.mp4", "license": "CC-BY-SA-4.0"}
{"item_id": "VideoAds_128", "benchmark": "VideoAds", "capability_group": "perception", "capability_group_label": "Perception", "fine_category": "perception_object_misidentify", "question": "What animals appear in the video?", "options": ["The video features a bear.", "The stuffed animals in the video include a lion and a panda.", "The video shows the fox", "The video showcases a panda among other stuffed animals."], "answer": "C", "answer_idx": 2, "chance": 0.25, "video": "videos/1ae07a1f7e19db50e9d4fec541faade5723d1a16e01e3f0de516be2112a322fb.mp4", "video_id": "1ae07a1f7e19db50e9d4fec541faade5723d1a16e01e3f0de516be2112a322fb", "duration_s": 60.04, "width": 1920, "height": 1080, "fps": "25/1", "audio": {"codec": "aac", "sample_rate": "48000", "channels": 2}, "source_video": "Zheyuan14/VideoAds::videoads.zip::videoads/youtube_videos/ads_3P3Pjti08wo.mp4", "video_v1_0": "videos/1ae07a1f7e19db50e9d4fec541faade5723d1a16e01e3f0de516be2112a322fb.mp4", "license": "custom"}
{"item_id": "VF-Eval_3756", "benchmark": "VF-Eval", "capability_group": "perception", "capability_group_label": "Perception", "fine_category": "perception_attribute", "question": "What issue can be observed with the firewood?", "options": ["The firewood has started to rot and decay", "The firewood has been poorly seasoned", "The firewood is damp and unsuitable for burning", "The grain of the firewood is constantly twisting."], "answer": "D", "answer_idx": 3, "chance": 0.25, "video": "videos/30218867f5a69842813eba904b22b883b1b06c1ada8753e3da2d6fdc3a8226ba.mp4", "video_id": "30218867f5a69842813eba904b22b883b1b06c1ada8753e3da2d6fdc3a8226ba", "duration_s": 7.0, "width": 1280, "height": 720, "fps": "24/1", "audio": null, "source_video": "songtingyu/vf-eval::videos.zip::videos/data/video-data/pika/data/pika/data/pika_319_.mp4", "video_v1_0": "videos/30218867f5a69842813eba904b22b883b1b06c1ada8753e3da2d6fdc3a8226ba.mp4", "license": "MIT"}
{"item_id": "TOC-Bench_57", "benchmark": "TOC-Bench", "capability_group": "perception", "capability_group_label": "Perception", "fine_category": "perception_hallucination", "question": "Does metallic containers ever disappear for good in the video?", "options": ["metallic containers never disappears for good", "metallic containers does disappear for good"], "answer": "B", "answer_idx": 1, "chance": 0.5, "video": "videos/90267cfc4a03b057c67d4e05736127cf1225926bb72e927728a11484c3040934.mp4", "video_id": "90267cfc4a03b057c67d4e05736127cf1225926bb72e927728a11484c3040934", "duration_s": 34.342, "width": 480, "height": 268, "fps": "30/1", "audio": {"codec": "aac", "sample_rate": "44100", "channels": 2}, "source_video": "anonymous-video-benchmark/toc_bench::::videos/charades_2QWGI.mp4", "video_v1_0": "videos/90267cfc4a03b057c67d4e05736127cf1225926bb72e927728a11484c3040934.mp4", "license": "custom"}
{"item_id": "ALLVB_12052", "benchmark": "ALLVB", "capability_group": "perception", "capability_group_label": "Perception", "fine_category": "perception_fine_grained_action", "question": "What variations of the action of waiting are depicted in the script?", "options": ["Waiting to wash hands and waiting to drink water", "Waiting to enter a room and waiting to leave a room", "Waiting to sit down and waiting to stand up", "Waiting to speak and waiting to listen", "Waiting to eat and waiting to sleep"], "answer": "A", "answer_idx": 0, "chance": 0.2, "video": "videos/25e45264c4da3ac6231ab0ca596264c7fc9054607c6deab126fad86bf3f4f9b3.mp4", "video_id": "25e45264c4da3ac6231ab0ca596264c7fc9054607c6deab126fad86bf3f4f9b3", "duration_s": 5618.656, "width": 1280, "height": 682, "fps": "24000/1001", "audio": {"codec": "aac", "sample_rate": "48000", "channels": 2}, "source_video": "ALLVB/ALLVB::::test_set_movie/Eighth Grade (2018)/Eighth Grade (2018).mp4", "video_v1_0": "videos/25e45264c4da3ac6231ab0ca596264c7fc9054607c6deab126fad86bf3f4f9b3.mp4", "license": "CC-BY-NC-SA-4.0"}
{"item_id": "FAVOR-Bench_2183", "benchmark": "FAVOR-Bench", "capability_group": "perception", "capability_group_label": "Perception", "fine_category": "perception_fine_grained_action", "question": "What is the accompanying physical movement characteristic of the man wearing a light-colored tie while speaking?", "options": ["Rapidly extending and retracting his arms", "Continuously adjusting the position of the tie knot with his right hand", "Keeping his left hand stationary on the edge of the dining table", "Suddenly leaning his upper body forward more than 15 degrees", "Continuously tapping the cover of the documents with his fingers"], "answer": "A", "answer_idx": 0, "chance": 0.2, "video": "videos/27ed04966baba926092ec93a956615690e7f68eba31c947b08fef958e2f4be01.mp4", "video_id": "27ed04966baba926092ec93a956615690e7f68eba31c947b08fef958e2f4be01", "duration_s": 5.04, "width": 1280, "height": 654, "fps": "25/1", "audio": null, "source_video": "FAVOR-Bench/FAVOR::::videos/FAVOR-Bench/2_05_001769.mp4", "video_v1_0": "videos/27ed04966baba926092ec93a956615690e7f68eba31c947b08fef958e2f4be01.mp4", "license": "CC-BY-NC-SA-4.0"}
{"item_id": "Video-TT_1384", "benchmark": "Video-TT", "capability_group": "perception", "capability_group_label": "Perception", "fine_category": "perception_hallucination", "question": "What does the video express?", "options": ["It humorously compares romantic preferences using cats.", "It shows cats mimicking human expressions.", "It uses special effects to make a cat appear to sing.", "It contrasts idealized preferences and reality."], "answer": "C", "answer_idx": 2, "chance": 0.25, "video": "videos/39b7525fe36cd497776999706b9a827acfcd3e1a3b2f4fa027d295a692a56a7a.mp4", "video_id": "39b7525fe36cd497776999706b9a827acfcd3e1a3b2f4fa027d295a692a56a7a", "duration_s": 7.895, "width": 1080, "height": 1920, "fps": "30/1", "audio": {"codec": "aac", "sample_rate": "44100", "channels": 2}, "source_video": "lmms-eval/video-tt::Benchmark-AllVideos-HQ-encoded_part1.zip::Benchmark-AllVideos-HQ-encoded/42UcNjI_YlE.mp4", "video_v1_0": "videos/39b7525fe36cd497776999706b9a827acfcd3e1a3b2f4fa027d295a692a56a7a.mp4", "license": "MIT"}
{"item_id": "Video-TT_2289", "benchmark": "Video-TT", "capability_group": "perception", "capability_group_label": "Perception", "fine_category": "perception_object_misidentify", "question": "What does the second image taken with the Sony 24-70mm f/2.8 lens show?", "options": ["It's impossible to determine the exact second image.", "Two motorcyclists and a green vehicle on a winding road", "Three motorcycles in the front and a car behind", "A green Toyota vehicle on a road with greenery"], "answer": "C", "answer_idx": 2, "chance": 0.25, "video": "videos/7c85a08be66e105b88cdf2d9500181c8737143e7268f6fad39363b5978a2b4d2.mp4", "video_id": "7c85a08be66e105b88cdf2d9500181c8737143e7268f6fad39363b5978a2b4d2", "duration_s": 11.563, "width": 1080, "height": 1920, "fps": "30/1", "audio": {"codec": "aac", "sample_rate": "44100", "channels": 2}, "source_video": "lmms-eval/video-tt::Benchmark-AllVideos-HQ-encoded_part3.zip::Benchmark-AllVideos-HQ-encoded/4LS2TBap9nU.mp4", "video_v1_0": "videos/7c85a08be66e105b88cdf2d9500181c8737143e7268f6fad39363b5978a2b4d2.mp4", "license": "MIT"}
{"item_id": "AoTBench_5351", "benchmark": "AoTBench", "capability_group": "perception", "capability_group_label": "Perception", "fine_category": "perception_fine_grained_action", "question": "Which caption best describes this video?", "options": ["Large paper sheets in different colors were flipped over one after another slowly by somebody.", "Different colored sheets of paper were paved slowly one after the other."], "answer": "B", "answer_idx": 1, "chance": 0.5, "video": "videos/413bd50cc5fc0f8de223dfc536a280cce6f0297681775f6b8e9218b50cf5d6e5.mp4", "video_id": "413bd50cc5fc0f8de223dfc536a280cce6f0297681775f6b8e9218b50cf5d6e5", "duration_s": 16.0, "width": 596, "height": 336, "fps": "30/1", "audio": null, "source_video": "sherryxzh/AoTBench::videos.zip::videos/RTime/clip-1056712910-flipping-colorful-pages-4k-3d-animation-being_reverse.mp4", "video_v1_0": "videos/413bd50cc5fc0f8de223dfc536a280cce6f0297681775f6b8e9218b50cf5d6e5.mp4", "license": "unknown"}
{"item_id": "S-EMBER_6606", "benchmark": "S-EMBER", "capability_group": "perception", "capability_group_label": "Perception", "fine_category": "perception_fine_grained_action", "question": "What did I do with the second blank white card that I was holding earlier?", "options": ["You set it down on the coffee table in front of the couch.", "You held it in your hand while writing on another card with a marker.", "You put it back down on the table with the rest of the unused cards.", "You placed it on the table and picked it up to write on it.", "You handed it to the person sitting across from you."], "answer": "E", "answer_idx": 4, "chance": 0.2, "video": "videos/83f280a3bcc033d789c0bcea75cf0186a35706a54ca31897d7114fd65c6e9789.mp4", "video_id": "83f280a3bcc033d789c0bcea75cf0186a35706a54ca31897d7114fd65c6e9789", "duration_s": 1200.25, "width": 720, "height": 958, "fps": "12/1", "audio": null, "source_video": "facebook/S-EMBER::::videos/1054177859931507_start_0.0_end_1200.308.mp4", "video_v1_0": "videos/83f280a3bcc033d789c0bcea75cf0186a35706a54ca31897d7114fd65c6e9789.mp4", "license": "CC-BY-NC-4.0"}
{"item_id": "TOC-Bench_1401", "benchmark": "TOC-Bench", "capability_group": "perception", "capability_group_label": "Perception", "fine_category": "perception_hallucination", "question": "Does white cloth ever disappear for good in the video?", "options": ["white cloth never disappears for good", "white cloth does disappear for good"], "answer": "B", "answer_idx": 1, "chance": 0.5, "video": "videos/de317cff2a68a05ec3bc791848ba699752c0c561b0547a314e67cf4733eed776.mp4", "video_id": "de317cff2a68a05ec3bc791848ba699752c0c561b0547a314e67cf4733eed776", "duration_s": 31.741, "width": 480, "height": 270, "fps": "16641/1000", "audio": {"codec": "aac", "sample_rate": "44100", "channels": 2}, "source_video": "lmms-eval/charades_sta::Charades_v1_480_part_1.zip::Charades_v1_480/GNPSK.mp4", "video_v1_0": "videos/de317cff2a68a05ec3bc791848ba699752c0c561b0547a314e67cf4733eed776.mp4", "license": "custom"}
{"item_id": "ALLVB_14913", "benchmark": "ALLVB", "capability_group": "perception", "capability_group_label": "Perception", "fine_category": "perception_object_misidentify", "question": "What type of vehicle does Merlin use to travel to the high promontory?", "options": ["A horse", "A chariot", "A mule", "A carriage", "A dragon"], "answer": "C", "answer_idx": 2, "chance": 0.2, "video": "videos/1469da3e525dea9fd72680686b3613229344593f7ac830cf23933b1d38879099.mp4", "video_id": "1469da3e525dea9fd72680686b3613229344593f7ac830cf23933b1d38879099", "duration_s": 8447.147, "width": 1280, "height": 720, "fps": "24000/1001", "audio": {"codec": "aac", "sample_rate": "48000", "channels": 2}, "source_video": "ALLVB/ALLVB::::test_set_movie/Excalibur (1981)/Excalibur (1981).mp4", "video_v1_0": "videos/1469da3e525dea9fd72680686b3613229344593f7ac830cf23933b1d38879099.mp4", "license": "CC-BY-NC-SA-4.0"}
{"item_id": "S-EMBER_2539", "benchmark": "S-EMBER", "capability_group": "perception", "capability_group_label": "Perception", "fine_category": "perception_comparison", "question": "How do these two LEGO figures compare to the last two I put on the winter scene?", "options": ["These two are brightly colored without winter gear, while the last two wore heavy coats and were posed for sledding.", "Both pairs of figures feature an elf character, but the second figure in each of the pairs is entirely different.", "These two are the same size as the previous two, but one features a gold-colored piece making them look flashier.", "These two are smaller child-style figures in bright jackets, while the last pair were adult-sized figures in darker winter clothes.", "These two figures both wear black formal outfits, whereas the last two wore different colors like green and grey."], "answer": "E", "answer_idx": 4, "chance": 0.2, "video": "videos/4d78241eeca838fc2a8bae06a0372afa963055d1c9cfd2acc2df9f24eac1dfb1.mp4", "video_id": "4d78241eeca838fc2a8bae06a0372afa963055d1c9cfd2acc2df9f24eac1dfb1", "duration_s": 414.25, "width": 720, "height": 962, "fps": "12/1", "audio": null, "source_video": "facebook/S-EMBER::::videos/1269236014904502_start_0.0_end_414.218.mp4", "video_v1_0": "videos/4d78241eeca838fc2a8bae06a0372afa963055d1c9cfd2acc2df9f24eac1dfb1.mp4", "license": "CC-BY-NC-4.0"}
{"item_id": "ALLVB_12953", "benchmark": "ALLVB", "capability_group": "perception", "capability_group_label": "Perception", "fine_category": "ocr_text", "question": "How often does the name \"Mayfield\" appear in the scenes set in Mayfield?", "options": ["Once", "Twice", "Three times", "Four times", "Five times"], "answer": "E", "answer_idx": 4, "chance": 0.2, "video": "videos/f5890587406a83aa50bba239a78da963258b52343ffc6a25fb75cd8e2b70fc97.mp4", "video_id": "f5890587406a83aa50bba239a78da963258b52343ffc6a25fb75cd8e2b70fc97", "duration_s": 7265.167, "width": 1280, "height": 534, "fps": "24/1", "audio": {"codec": "aac", "sample_rate": "48000", "channels": 2}, "source_video": "ALLVB/ALLVB::::test_set_movie/The Sisters Brothers (2018)/The Sisters Brothers (2018).mp4", "video_v1_0": "videos/f5890587406a83aa50bba239a78da963258b52343ffc6a25fb75cd8e2b70fc97.mp4", "license": "CC-BY-NC-SA-4.0"}
{"item_id": "S-EMBER_1448", "benchmark": "S-EMBER", "capability_group": "perception", "capability_group_label": "Perception", "fine_category": "perception_object_counting", "question": "How many white plates with the blue design did I take out of the dishwasher?", "options": ["Zero.", "Four.", "Six.", "Three.", "Ten."], "answer": "E", "answer_idx": 4, "chance": 0.2, "video": "videos/2b4075f9e0645206857d5061e8bc5f3d18555e9e35781badfef9c70dae8d9173.mp4", "video_id": "2b4075f9e0645206857d5061e8bc5f3d18555e9e35781badfef9c70dae8d9173", "duration_s": 600.0, "width": 720, "height": 966, "fps": "12/1", "audio": null, "source_video": "facebook/S-EMBER::::videos/1218799153211769_start_0.0_end_599.992.mp4", "video_v1_0": "videos/2b4075f9e0645206857d5061e8bc5f3d18555e9e35781badfef9c70dae8d9173.mp4", "license": "CC-BY-NC-4.0"}
{"item_id": "S-EMBER_2431", "benchmark": "S-EMBER", "capability_group": "perception", "capability_group_label": "Perception", "fine_category": "perception_comparison", "question": "How does this pair of shorts differ from the ones I just saw on the floor?", "options": ["This pair of shorts is white and clean, whereas the ones on the floor were dark blue.", "This pair of shorts is embellished with rhinestones, whereas the ones on the floor were plain.", "This pair of shorts is olive-green on a hanger, whereas the ones on the floor were blue denim.", "This pair of shorts is light blue distressed denim, whereas the ones on the floor were dark blue.", "This pair of shorts is black and smaller, whereas the ones on the floor were navy blue."], "answer": "E", "answer_idx": 4, "chance": 0.2, "video": "videos/b69ffc04dcb2de08470e1c79fdd914d7574a9d45ed90e40fdf286a4ec8585810.mp4", "video_id": "b69ffc04dcb2de08470e1c79fdd914d7574a9d45ed90e40fdf286a4ec8585810", "duration_s": 1200.333, "width": 720, "height": 954, "fps": "12/1", "audio": null, "source_video": "facebook/S-EMBER::::videos/1217617540090524_start_0.0_end_1200.322.mp4", "video_v1_0": "videos/b69ffc04dcb2de08470e1c79fdd914d7574a9d45ed90e40fdf286a4ec8585810.mp4", "license": "CC-BY-NC-4.0"}
{"item_id": "VideoOdyssey_1535", "benchmark": "VideoOdyssey", "capability_group": "perception", "capability_group_label": "Perception", "fine_category": "perception_attribute", "question": "What is the hair color of the sixth player who appears for the United States team in this match?", "options": ["Yellow", "Black", "Platinum blond", "Light brown"], "answer": "A", "answer_idx": 0, "chance": 0.25, "video": "videos/710cc28c528d004039731f5990d84250d9ed823ad9889cc3389f86b84553bbc2.mp4", "video_id": "710cc28c528d004039731f5990d84250d9ed823ad9889cc3389f86b84553bbc2", "duration_s": 9400.018, "width": 1280, "height": 720, "fps": "30/1", "audio": {"codec": "aac", "sample_rate": "44100", "channels": 2}, "source_video": "maifoundations/VideoOdyssey::::videos/d51lKLec2Gg.mp4", "video_v1_0": "videos/710cc28c528d004039731f5990d84250d9ed823ad9889cc3389f86b84553bbc2.mp4", "license": "CC-BY-NC-SA-4.0"}
{"item_id": "TemporalBench_13536", "benchmark": "TemporalBench", "capability_group": "perception", "capability_group_label": "Perception", "fine_category": "perception_object_misidentify", "question": "Which caption best describes this video?", "options": ["A person outside near a grill. They use their right hand to gently place 5 tubular looking burgers right on the grill. They use their right hand to hold a metal fork that is used to turn and flip the meat. The meat is moved and as it continues to cook, cheese is melting out of it.  The person squirts yellow mustard in the hot dog. The person  picks up the hot dog with his right hand. The person places a half eaten hot dog on the plate with his right hand.", "A person outside near a grill. They use their right hand to gently place 5 tubular looking burgers right on the grill. They use their right hand to hold a metal spatula that is used to turn an flip the eat. The meat is moved and as it continues to cool, cheese is melting out of it. The person squirts yellow mustard in the hot dog. The person  picks up the hot dog with his right hand. The person places a half eaten hot dog on the plate with his right hand."], "answer": "B", "answer_idx": 1, "chance": 0.5, "video": "videos/04d64a7e9be21f39cc1d346c7feb58af1976b73c156aea02c153816f1656034a.mp4", "video_id": "04d64a7e9be21f39cc1d346c7feb58af1976b73c156aea02c153816f1656034a", "duration_s": 31.0, "width": 1280, "height": 720, "fps": "30/1", "audio": null, "source_video": "microsoft/TemporalBench::long_video_COIN.zip::long_video/COIN/Cu1QhB1Ma_0_start_30.0_end_61.0.mp4", "video_v1_0": "videos/04d64a7e9be21f39cc1d346c7feb58af1976b73c156aea02c153816f1656034a.mp4", "license": ""}
{"item_id": "VANE-Bench_252", "benchmark": "VANE-Bench", "capability_group": "perception", "capability_group_label": "Perception", "fine_category": "perception_hallucination", "question": "What is the major inconsistency observed in the video?", "options": ["The couple's faces are highly deformed and distorted", "The cars are floating in the air", "The rain is falling upwards", "The street is dry despite the rain"], "answer": "A", "answer_idx": 0, "chance": 0.25, "video": "videos/688abc442d23eca3aadbbd2e01c49c3a92bea76058ad4d8bc44cfdae137402f6.mp4", "video_id": "688abc442d23eca3aadbbd2e01c49c3a92bea76058ad4d8bc44cfdae137402f6", "duration_s": 10.0, "width": 1408, "height": 768, "fps": "2/1", "audio": null, "source_video": "local::VANE-Bench::::local copy", "video_v1_0": "videos/688abc442d23eca3aadbbd2e01c49c3a92bea76058ad4d8bc44cfdae137402f6.mp4", "license": "CC-BY-NC-SA-4.0"}
{"item_id": "VF-Eval_2827", "benchmark": "VF-Eval", "capability_group": "perception", "capability_group_label": "Perception", "fine_category": "perception_hallucination", "question": "Please review the video and check for any quality problems. Quality issues may include low resolution, blurriness, or distortion.", "options": ["The size of the item in the girl's hand appears disproportionate.", "The outline of the item in the girl's hand appears blurry.", "The color of the item in the girl's hand is inconsistent.", "The lighting on the item in the girl's hand causes unusual shadows."], "answer": "C", "answer_idx": 2, "chance": 0.25, "video": "videos/b9e5e4866d290b585b81bba7756275aad9f09b0d6e51f5ed1ba0f99ddba6a5e3.mp4", "video_id": "b9e5e4866d290b585b81bba7756275aad9f09b0d6e51f5ed1ba0f99ddba6a5e3", "duration_s": 7.0, "width": 1280, "height": 720, "fps": "24/1", "audio": null, "source_video": "songtingyu/vf-eval::videos.zip::videos/data/video-data/pika/data/pika/data/pika_206_.mp4", "video_v1_0": "videos/b9e5e4866d290b585b81bba7756275aad9f09b0d6e51f5ed1ba0f99ddba6a5e3.mp4", "license": "MIT"}
{"item_id": "VidPair-Halluc_6170", "benchmark": "VidPair-Halluc", "capability_group": "perception", "capability_group_label": "Perception", "fine_category": "perception_fine_grained_action", "question": "Which description best matches segment 1 of this video?\nA. The man stands at the grill, ready to turn the sausages.\nB. The man stands at the grill, ready to grill the sausages.\nC. The man stands at the grill, ready to serve the sausages.", "options": ["{'label': 'A', 'text': 'The man stands at the grill, ready to turn the sausages.'}", "{'label': 'B', 'text': 'The man stands at the grill, ready to grill the sausages.'}", "{'label': 'C', 'text': 'The man stands at the grill, ready to serve the sausages.'}"], "answer": "C", "answer_idx": 2, "chance": 0.3333333333333333, "video": "videos/a881cae8609c81f839fddb7a69aae1d75d80629d1baf5d6364d32e83632172ca.mp4", "video_id": "a881cae8609c81f839fddb7a69aae1d75d80629d1baf5d6364d32e83632172ca", "duration_s": 15.188, "width": 1264, "height": 720, "fps": "16/1", "audio": null, "source_video": "Jethro37/VidPair-Halluc::::VidPair-Halluc/action_0040/action_0040_2.mp4", "video_v1_0": "videos/a881cae8609c81f839fddb7a69aae1d75d80629d1baf5d6364d32e83632172ca.mp4", "license": "custom"}
{"item_id": "AoTBench_5899", "benchmark": "AoTBench", "capability_group": "perception", "capability_group_label": "Perception", "fine_category": "perception_object_misidentify", "question": "Which caption best describes this video?", "options": ["The physical rehabilitation process of human legs is accomplished with the help of a track simulator.", "A man does regressive rehabilitation exercises with the help of support equipment."], "answer": "B", "answer_idx": 1, "chance": 0.5, "video": "videos/3d1da9132f67038b21440ed647cf8caa8bd00af0d84227a2a5bfb817926a0f2b.mp4", "video_id": "3d1da9132f67038b21440ed647cf8caa8bd00af0d84227a2a5bfb817926a0f2b", "duration_s": 15.949, "width": 596, "height": 336, "fps": "30000/1001", "audio": null, "source_video": "sherryxzh/AoTBench::videos.zip::videos/RTime/clip-1018368853-physical-rehabilitation-process-human-legs-accomplished-help_reverse.mp4", "video_v1_0": "videos/3d1da9132f67038b21440ed647cf8caa8bd00af0d84227a2a5bfb817926a0f2b.mp4", "license": "unknown"}
{"item_id": "TOC-Bench_245", "benchmark": "TOC-Bench", "capability_group": "perception", "capability_group_label": "Perception", "fine_category": "perception_hallucination", "question": "Does black pen ever get fully hidden in the video?", "options": ["black pen never gets fully hidden", "black pen does get fully hidden"], "answer": "B", "answer_idx": 1, "chance": 0.5, "video": "videos/a4f7ea63f471be4544743fad8b1a1fd98bc6fc4575cca20b1724d11381b36f0e.mp4", "video_id": "a4f7ea63f471be4544743fad8b1a1fd98bc6fc4575cca20b1724d11381b36f0e", "duration_s": 29.525, "width": 1280, "height": 720, "fps": "29773/1000", "audio": {"codec": "aac", "sample_rate": "48000", "channels": 2}, "source_video": "lmms-eval/PerceptionTest_Val::videos_chunked_02.zip::videos/video_9105.mp4", "video_v1_0": "videos/a4f7ea63f471be4544743fad8b1a1fd98bc6fc4575cca20b1724d11381b36f0e.mp4", "license": "custom"}
{"item_id": "AoTBench_4733", "benchmark": "AoTBench", "capability_group": "temporal", "capability_group_label": "Temporal", "fine_category": "temporal_order", "question": "Which caption best describes this video?", "options": ["A man clicks on the oven touch screen to adjust the temperature and time of the oven.", "After clicking the start button, the chef continued to operate on the oven screen."], "answer": "B", "answer_idx": 1, "chance": 0.5, "video": "videos/27cc654cc2ea451de6ea40a643f8e0ed62996629b0b2f1374532f5ad34aba296.mp4", "video_id": "27cc654cc2ea451de6ea40a643f8e0ed62996629b0b2f1374532f5ad34aba296", "duration_s": 22.56, "width": 600, "height": 316, "fps": "25/1", "audio": null, "source_video": "sherryxzh/AoTBench::videos.zip::videos/RTime/clip-1068495335-female-finger-regulating-temperature-time-on-touch_reverse.mp4", "video_v1_0": "videos/27cc654cc2ea451de6ea40a643f8e0ed62996629b0b2f1374532f5ad34aba296.mp4", "license": "unknown"}
{"item_id": "AoTBench_4405", "benchmark": "AoTBench", "capability_group": "temporal", "capability_group_label": "Temporal", "fine_category": "temporal_order", "question": "Which caption best describes this video?", "options": ["The woman in brown wore a white mask, then she pushed the glasses to her forehead and adjusted her hair.", "The woman took off the mask and sunglasses to breathe fresh air and then put the sunglasses on again."], "answer": "B", "answer_idx": 1, "chance": 0.5, "video": "videos/208ac0199b2a4d7f2eb822640bf77974d72f6410756202682bb9acad5ed4c7bb.mp4", "video_id": "208ac0199b2a4d7f2eb822640bf77974d72f6410756202682bb9acad5ed4c7bb", "duration_s": 16.46, "width": 596, "height": 336, "fps": "50/1", "audio": null, "source_video": "sherryxzh/AoTBench::videos.zip::videos/RTime/clip-1059798743-passenger-puts-on-mask-while-descending-subway_reverse.mp4", "video_v1_0": "videos/208ac0199b2a4d7f2eb822640bf77974d72f6410756202682bb9acad5ed4c7bb.mp4", "license": "unknown"}
{"item_id": "MMWorld_864", "benchmark": "MMWorld", "capability_group": "temporal", "capability_group_label": "Temporal", "fine_category": "temporal_order", "question": "What do the players perform before performing double salto backward tucked?", "options": ["Before performing double salto backward tucked, the players perform a round-off followed by a back handspring.", "Before performing double salto backward tucked, the players perform a round-off back handspring.", "2 turn in tuck stand on one leg, free leg straight throughout turn", "The players perform a round-off back handspring before performing double salto backward tucked."], "answer": "C", "answer_idx": 2, "chance": 0.25, "video": "videos/d33e78b90385bcbe57271fe24145622f0f266da80effd09fa503dd66af3d902e.mp4", "video_id": "d33e78b90385bcbe57271fe24145622f0f266da80effd09fa503dd66af3d902e", "duration_s": 101.0, "width": 1920, "height": 1080, "fps": "25/1", "audio": {"codec": "aac", "sample_rate": "48000", "channels": 2}, "source_video": "MMWorld/MMWorld::::videos/fg/P31Ht3H76ok_E_005884_005984.mp4", "video_v1_0": "videos/d33e78b90385bcbe57271fe24145622f0f266da80effd09fa503dd66af3d902e.mp4", "license": ""}
{"item_id": "SLVMBench_169", "benchmark": "SLVMBench", "capability_group": "temporal", "capability_group_label": "Temporal", "fine_category": "temporal_order", "question": "After warping the loom with the vertical threads, what are the next two major steps?", "options": ["Swivel the hooks to raise every other warp thread,and then weave the horizontal threads (weft) through the opening.", "Flip the hooks to raise alternating vertical threads ,and then begin weaving the weft threads through the warp.", "Weave the horizontal threads (weft) across the warp,and then flip the hooks to alternate the warp threads for the next pass.", "Rotate the hooks to lift alternate warp threads,and then weave the horizontal (weft) thread through the gap.", "Weave the horizontal thread through the warp, and then remove the loom and sew the top row down."], "answer": "E", "answer_idx": 4, "chance": 0.2, "video": "videos/8f06aa2e9776fc9a76c0dac902e4ba9298571b0da3ce78e8621d94908a1c3896.mp4", "video_id": "8f06aa2e9776fc9a76c0dac902e4ba9298571b0da3ce78e8621d94908a1c3896", "duration_s": 42.372, "width": 1280, "height": 720, "fps": "8652800/433039", "audio": {"codec": "aac", "sample_rate": "16000", "channels": 1}, "source_video": "SLVMBench/SLVMBench::::videos/merged_short_videos/merged_v6ux3Bxrcc4_v6ux3Bxrcc4_end3_TxFpJ5y3RyU.mp4", "video_v1_0": "videos/8f06aa2e9776fc9a76c0dac902e4ba9298571b0da3ce78e8621d94908a1c3896.mp4", "license": "Apache-2.0"}
{"item_id": "Video-MME-v2_1611", "benchmark": "Video-MME-v2", "capability_group": "temporal", "capability_group_label": "Temporal", "fine_category": "temporal_order", "question": "In a secretary's office interview scenario, which of the following sequences of events is correct?", "options": ["Kevin enters the office → Allison enters the office → Secretary enters the office → Kevin is hired → Allison leaves the office.", "Allison enters the office → Kevin enters the office → Secretary enters the office → Allison is hired → Allison leaves the office.", "Kevin enters the office → Allison enters the office → Secretary enters the office → Kevin is hired → Kevin leaves the office.", "Allison enters the office → Kevin enters the office → Secretary enters the office → Kevin is hired → Kevin leaves the office.", "Secretary enters the office → Kevin is hired → Allison enters the office → Allison leaves the office.", "Kevin enters the office → Secretary enters the office → Kevin is hired → Allison enters the office → Allison leaves the office.", "Secretary enters the office → Kevin enters the office → Allison enters the office → Kevin is hired → Allison leaves the office.", "Allison enters the office → Kevin enters the office → Secretary enters the office → Kevin is hired → Allison leaves the office."], "answer": "E", "answer_idx": 4, "chance": 0.125, "video": "videos/b61feff1f80bd6db7d1702df77230f7762f956df47a9e2cc7e26b67f554a09b5.mp4", "video_id": "b61feff1f80bd6db7d1702df77230f7762f956df47a9e2cc7e26b67f554a09b5", "duration_s": 842.443, "width": 1920, "height": 1080, "fps": "30/1", "audio": {"codec": "aac", "sample_rate": "44100", "channels": 2}, "source_video": "MME-Benchmarks/Video-MME-v2::videos/021.zip::403.mp4", "video_v1_0": "videos/b61feff1f80bd6db7d1702df77230f7762f956df47a9e2cc7e26b67f554a09b5.mp4", "license": "MIT"}
{"item_id": "GUI-World_3228", "benchmark": "GUI-World", "capability_group": "temporal", "capability_group_label": "Temporal", "fine_category": "temporal_order", "question": "Which action is performed first in the video sequence?", "options": ["The Google homepage is refreshed.", "A 'New Tab' is opened.", "The 'New Tab' is closed.", "The mouse cursor moves to the address bar."], "answer": "C", "answer_idx": 2, "chance": 0.25, "video": "videos/62f298c2dc4197fb3ca167f51ba5262c82ff0a3bfba3a15ad3b330865809c91a.mp4", "video_id": "62f298c2dc4197fb3ca167f51ba5262c82ff0a3bfba3a15ad3b330865809c91a", "duration_s": 7.333, "width": 1280, "height": 720, "fps": "30/1", "audio": {"codec": "aac", "sample_rate": "44100", "channels": 2}, "source_video": "ONE-Lab/GUI-World::::website/86.mp4", "video_v1_0": "videos/62f298c2dc4197fb3ca167f51ba5262c82ff0a3bfba3a15ad3b330865809c91a.mp4", "license": "unknown"}
{"item_id": "ALLVB_1040", "benchmark": "ALLVB", "capability_group": "temporal", "capability_group_label": "Temporal", "fine_category": "action_counting", "question": "How many times does Nicholas express his desire to leave the hospital in the meeting room scene?", "options": ["Once", "Twice", "Three times", "Four times", "Five times"], "answer": "E", "answer_idx": 4, "chance": 0.2, "video": "videos/46e8a4d072d16a49671a60783ca54aaf564132e31f833bdef0aa10a9cf2e1b77.mp4", "video_id": "46e8a4d072d16a49671a60783ca54aaf564132e31f833bdef0aa10a9cf2e1b77", "duration_s": 7364.778, "width": 1280, "height": 536, "fps": "24000/1001", "audio": {"codec": "aac", "sample_rate": "48000", "channels": 2}, "source_video": "ALLVB/ALLVB::::test_set_movie/The Son (2022)/The Son (2022).mp4", "video_v1_0": "videos/46e8a4d072d16a49671a60783ca54aaf564132e31f833bdef0aa10a9cf2e1b77.mp4", "license": "CC-BY-NC-SA-4.0"}
{"item_id": "TOC-Bench_289", "benchmark": "TOC-Bench", "capability_group": "temporal", "capability_group_label": "Temporal", "fine_category": "temporal_localization", "question": "Does magnets on fridge ever leave the frame in the video?", "options": ["magnets on fridge does leave the frame", "magnets on fridge never leave the frame"], "answer": "A", "answer_idx": 0, "chance": 0.5, "video": "videos/933bde101f8bb67659db1dc5a88a66f554e6571b2b99d084fb5da31136158ae9.mp4", "video_id": "933bde101f8bb67659db1dc5a88a66f554e6571b2b99d084fb5da31136158ae9", "duration_s": 35.549, "width": 480, "height": 270, "fps": "24/1", "audio": {"codec": "aac", "sample_rate": "44100", "channels": 1}, "source_video": "anonymous-video-benchmark/toc_bench::::videos/charades_564DX.mp4", "video_v1_0": "videos/933bde101f8bb67659db1dc5a88a66f554e6571b2b99d084fb5da31136158ae9.mp4", "license": "custom"}
{"item_id": "ALLVB_14547", "benchmark": "ALLVB", "capability_group": "temporal", "capability_group_label": "Temporal", "fine_category": "temporal_localization", "question": "How does the video transition from the Capulet mansion to the beach scene?", "options": ["Through a fade-out and fade-in effect.", "Through a time-lapse shot of the mansion.", "Through a direct cut with a sound bridge.", "Through a dissolve effect.", "Through a split-screen transition."], "answer": "B", "answer_idx": 1, "chance": 0.2, "video": "videos/073f7608d3f6492059704ffd164e4fb92a3d862a9e351e4d958e8ec1bcdbd93e.mp4", "video_id": "073f7608d3f6492059704ffd164e4fb92a3d862a9e351e4d958e8ec1bcdbd93e", "duration_s": 7210.666, "width": 1280, "height": 534, "fps": "24000/1001", "audio": {"codec": "aac", "sample_rate": "48000", "channels": 2}, "source_video": "ALLVB/ALLVB::::test_set_movie/Romeo + Juliet (1996)/Romeo + Juliet (1996).mp4", "video_v1_0": "videos/073f7608d3f6492059704ffd164e4fb92a3d862a9e351e4d958e8ec1bcdbd93e.mp4", "license": "CC-BY-NC-SA-4.0"}
{"item_id": "S-EMBER_3042", "benchmark": "S-EMBER", "capability_group": "temporal", "capability_group_label": "Temporal", "fine_category": "action_counting", "question": "After seasoning the food, how many times did I take the spoon out of the pot?", "options": ["You took the spoon out of the pot 3 times after seasoning the ingredients.", "You lifted the spoon out of the pot twice after seasoning the contents.", "You lifted the spoon out of the pot 4 times after you seasoned the food.", "You took the spoon out of the pot exactly once after adding the seasoning.", "You took the spoon out of the pot 10 times after seasoning the food."], "answer": "E", "answer_idx": 4, "chance": 0.2, "video": "videos/7c7b1e3dca8c5a6a23b5b7df8b3014fdef6eb2202170f487481759b428b38413.mp4", "video_id": "7c7b1e3dca8c5a6a23b5b7df8b3014fdef6eb2202170f487481759b428b38413", "duration_s": 600.0, "width": 720, "height": 960, "fps": "12/1", "audio": null, "source_video": "facebook/S-EMBER::::videos/1212755953818606_start_0.0_end_600.02.mp4", "video_v1_0": "videos/7c7b1e3dca8c5a6a23b5b7df8b3014fdef6eb2202170f487481759b428b38413.mp4", "license": "CC-BY-NC-4.0"}
{"item_id": "ALLVB_690", "benchmark": "ALLVB", "capability_group": "temporal", "capability_group_label": "Temporal", "fine_category": "action_counting", "question": "How many times does Gregory attempt to punch Smith during their confrontation?", "options": ["Once", "Twice", "Three times", "Four times", "Five times"], "answer": "E", "answer_idx": 4, "chance": 0.2, "video": "videos/b808e5e19c79d2eae6ef4178f8ed9a50da5f55ab2ddb872c13510bb06ddc7d2b.mp4", "video_id": "b808e5e19c79d2eae6ef4178f8ed9a50da5f55ab2ddb872c13510bb06ddc7d2b", "duration_s": 8295.621, "width": 1280, "height": 532, "fps": "24000/1001", "audio": {"codec": "aac", "sample_rate": "48000", "channels": 2}, "source_video": "ALLVB/ALLVB::::test_set_movie/The Matrix Reloaded (2003)/The Matrix Reloaded (2003).mp4", "video_v1_0": "videos/b808e5e19c79d2eae6ef4178f8ed9a50da5f55ab2ddb872c13510bb06ddc7d2b.mp4", "license": "CC-BY-NC-SA-4.0"}
{"item_id": "FAVOR-Bench_650", "benchmark": "FAVOR-Bench", "capability_group": "temporal", "capability_group_label": "Temporal", "fine_category": "temporal_order", "question": "After transferring the bottle to the left hand, what is the next immediate action?", "options": ["Right hand unscrews the bottle cap and places it on the table", "Left hand holds the cup handle to prepare for pouring juice", "The subject shifts position to the left", "Right hand retrieves the bottle to prepare for pouring", "Left hand continues to maintain a grip on the base"], "answer": "C", "answer_idx": 2, "chance": 0.2, "video": "videos/baea87a67d9ff1f5f489441b5acb84f5cc25008adb8a1f8dc52841e241f2660b.mp4", "video_id": "baea87a67d9ff1f5f489441b5acb84f5cc25008adb8a1f8dc52841e241f2660b", "duration_s": 28.333, "width": 640, "height": 480, "fps": "15/1", "audio": null, "source_video": "FAVOR-Bench/FAVOR::::videos/FAVOR-Bench/26k-11-2-3|P1|2770|3194.mp4", "video_v1_0": "videos/baea87a67d9ff1f5f489441b5acb84f5cc25008adb8a1f8dc52841e241f2660b.mp4", "license": "CC-BY-NC-SA-4.0"}
{"item_id": "EgoSchema_256", "benchmark": "EgoSchema", "capability_group": "temporal", "capability_group_label": "Temporal", "fine_category": "temporal_order", "question": "Describe how c's actions transition from focusing on the book to the tablet. what key events signify this shift in focus?", "options": ["The subject's focus noticeably shifts away from the book, transitioning towards the tablet, as she carefully adjusts the camera position.", "The subject's focus shifts from the book to the tablet when she drops the pencil.", "The subject's focus evidently shifts from the book to the tablet as she persistently drags the nearby chair.", "The subject's focus noticeably shifts from the book over to the tablet when she carefully opens the tablet device, revealing its content.", "The subject's focus shifts from the book to the tablet when she stands up and walks into the room."], "answer": "E", "answer_idx": 4, "chance": 0.2, "video": "videos/ffa7e02ee538ffc09fa84d2ae706720e75496fab72eaac9305ff5f5f5b0b929d.mp4", "video_id": "ffa7e02ee538ffc09fa84d2ae706720e75496fab72eaac9305ff5f5f5b0b929d", "duration_s": 180.0, "width": 480, "height": 360, "fps": "30/1", "audio": null, "source_video": "lmms-eval/egoschema::videos_chunked_01.zip::videos/84389a11-7dc2-4e1d-80b1-e44d8787424a.mp4", "video_v1_0": "videos/ffa7e02ee538ffc09fa84d2ae706720e75496fab72eaac9305ff5f5f5b0b929d.mp4", "license": "MIT"}
{"item_id": "S-EMBER_888", "benchmark": "S-EMBER", "capability_group": "temporal", "capability_group_label": "Temporal", "fine_category": "action_counting", "question": "How many times did I pull a wipe out from the Purell box?", "options": ["You pulled a wipe out two times.", "You pulled a wipe out one time.", "You pulled a wipe out four times.", "You pulled a wipe out five times.", "You pulled a wipe out three times."], "answer": "D", "answer_idx": 3, "chance": 0.2, "video": "videos/40abe89a3dd3dfc4f378652deeb9fcd45380d058855796d10c79d2727a6a6c7f.mp4", "video_id": "40abe89a3dd3dfc4f378652deeb9fcd45380d058855796d10c79d2727a6a6c7f", "duration_s": 566.833, "width": 720, "height": 962, "fps": "12/1", "audio": null, "source_video": "facebook/S-EMBER::::videos/665560723051381_start_0.0_end_566.854.mp4", "video_v1_0": "videos/40abe89a3dd3dfc4f378652deeb9fcd45380d058855796d10c79d2727a6a6c7f.mp4", "license": "CC-BY-NC-4.0"}
{"item_id": "SLVMBench_2201", "benchmark": "SLVMBench", "capability_group": "temporal", "capability_group_label": "Temporal", "fine_category": "temporal_order", "question": "After explaining that the first step is to cut off the damaged branches, what is the next concept the speaker introduces for treating the root rot?", "options": ["See if it's continuing to spread after treatment.", "Check whether the roots feel firm or mushy.", "Remove the plant from the pot and clean the roots.", "Apply a fungicide to the remaining healthy roots.", "Let the roots dry out before repotting in fresh soil."], "answer": "A", "answer_idx": 0, "chance": 0.2, "video": "videos/18b0183daffc55af87e2ce10bdff7701ef6cf62c0be792cd70a6a3a918f6c73b.mp4", "video_id": "18b0183daffc55af87e2ce10bdff7701ef6cf62c0be792cd70a6a3a918f6c73b", "duration_s": 209.578, "width": 1280, "height": 720, "fps": "20/1", "audio": {"codec": "aac", "sample_rate": "16000", "channels": 1}, "source_video": "SLVMBench/SLVMBench::::videos/merged_short_videos/merged_kSG9EH0xqRI_kSG9EH0xqRI_end6_5lBJuP6Nzmc.mp4", "video_v1_0": "videos/18b0183daffc55af87e2ce10bdff7701ef6cf62c0be792cd70a6a3a918f6c73b.mp4", "license": "Apache-2.0"}
{"item_id": "VideoOdyssey_2437", "benchmark": "VideoOdyssey", "capability_group": "temporal", "capability_group_label": "Temporal", "fine_category": "temporal_order", "question": "After the referee appears in the video, when the players huddle together in a circle with their arms draped over each other's shoulders, what sound can be heard in the background?", "options": ["Players' chanting", "Audience singing", "Audience cheering", "Referee's whistle"], "answer": "B", "answer_idx": 1, "chance": 0.25, "video": "videos/499c3c759c3526c24652bd17e4292764323f241d829d3e7799fba61a46ba18c8.mp4", "video_id": "499c3c759c3526c24652bd17e4292764323f241d829d3e7799fba61a46ba18c8", "duration_s": 5990.493, "width": 1280, "height": 720, "fps": "25/1", "audio": {"codec": "aac", "sample_rate": "44100", "channels": 2}, "source_video": "maifoundations/VideoOdyssey::::videos/iBrCs_vYh4I.mp4", "video_v1_0": "videos/499c3c759c3526c24652bd17e4292764323f241d829d3e7799fba61a46ba18c8.mp4", "license": "CC-BY-NC-SA-4.0"}
{"item_id": "ALLVB_3868", "benchmark": "ALLVB", "capability_group": "temporal", "capability_group_label": "Temporal", "fine_category": "temporal_order", "question": "What is the sequence of actions that occur when Brooks starts his turn in the game of Celebrity?", "options": ["Brooks stands up, takes a paper, and starts giving clues.", "Brooks stands up, pauses the timer, and starts giving clues.", "Brooks stands up, takes a paper, and pauses the timer.", "Brooks stands up, takes a paper, and sings a clue.", "Brooks stands up, pauses the timer, and tells a story."], "answer": "E", "answer_idx": 4, "chance": 0.2, "video": "videos/9f98fd90c233785060871b0c27756e2b35361e693205c33dec1ccfdaeef3d5b4.mp4", "video_id": "9f98fd90c233785060871b0c27756e2b35361e693205c33dec1ccfdaeef3d5b4", "duration_s": 6005.76, "width": 1280, "height": 534, "fps": "13978/583", "audio": {"codec": "aac", "sample_rate": "48000", "channels": 2}, "source_video": "ALLVB/ALLVB::::test_set_movie/Game Night (2018)/Game Night (2018).mp4", "video_v1_0": "videos/9f98fd90c233785060871b0c27756e2b35361e693205c33dec1ccfdaeef3d5b4.mp4", "license": "CC-BY-NC-SA-4.0"}
{"item_id": "S-EMBER_6678", "benchmark": "S-EMBER", "capability_group": "temporal", "capability_group_label": "Temporal", "fine_category": "action_counting", "question": "How many times have I turned on the water so far?", "options": ["Four times.", "Two times.", "Six times.", "Three times.", "One time."], "answer": "C", "answer_idx": 2, "chance": 0.2, "video": "videos/b5fd6f7cafe6a490bac63cecea26e388b92729aca3dd80e56c749615cfe03c10.mp4", "video_id": "b5fd6f7cafe6a490bac63cecea26e388b92729aca3dd80e56c749615cfe03c10", "duration_s": 600.0, "width": 720, "height": 966, "fps": "12/1", "audio": null, "source_video": "facebook/S-EMBER::::videos/697356956032151_start_0.0_end_599.942.mp4", "video_v1_0": "videos/b5fd6f7cafe6a490bac63cecea26e388b92729aca3dd80e56c749615cfe03c10.mp4", "license": "CC-BY-NC-4.0"}
{"item_id": "S-EMBER_7291", "benchmark": "S-EMBER", "capability_group": "temporal", "capability_group_label": "Temporal", "fine_category": "action_counting", "question": "How many times have I pointed at the Lego box so far?", "options": ["You have pointed at the Lego box 3 times.", "You have pointed at the Lego box 0 times.", "You have pointed at the Lego box 2 times.", "You have pointed at the Lego box 5 times.", "You have pointed at the Lego box 1 time."], "answer": "D", "answer_idx": 3, "chance": 0.2, "video": "videos/ef0ad8eeb0219241dc1f742db24ce20a599520d33d226bfd44df635935ea7fa9.mp4", "video_id": "ef0ad8eeb0219241dc1f742db24ce20a599520d33d226bfd44df635935ea7fa9", "duration_s": 319.0, "width": 720, "height": 958, "fps": "12/1", "audio": null, "source_video": "facebook/S-EMBER::::videos/790220990097034_start_0.0_end_318.976.mp4", "video_v1_0": "videos/ef0ad8eeb0219241dc1f742db24ce20a599520d33d226bfd44df635935ea7fa9.mp4", "license": "CC-BY-NC-4.0"}
{"item_id": "TOC-Bench_2213", "benchmark": "TOC-Bench", "capability_group": "temporal", "capability_group_label": "Temporal", "fine_category": "speed_duration", "question": "How long does cherry stay in contact with cherry?", "options": ["very briefly", "for several seconds", "for an extended period", "cherry always stays in contact with cherry"], "answer": "D", "answer_idx": 3, "chance": 0.25, "video": "videos/4ca76babe6d7886a5e8ca7ae5e4c509c2c0d8d082a91eaf3603f3c14cb8e2249.mp4", "video_id": "4ca76babe6d7886a5e8ca7ae5e4c509c2c0d8d082a91eaf3603f3c14cb8e2249", "duration_s": 7.333, "width": 1920, "height": 1080, "fps": "12/1", "audio": null, "source_video": "anonymous-video-benchmark/toc_bench::::videos/mose_ir4bmq0e.mp4", "video_v1_0": "videos/4ca76babe6d7886a5e8ca7ae5e4c509c2c0d8d082a91eaf3603f3c14cb8e2249.mp4", "license": "custom"}
{"item_id": "ALLVB_9711", "benchmark": "ALLVB", "capability_group": "temporal", "capability_group_label": "Temporal", "fine_category": "action_counting", "question": "How many times does Melvin check the locks on his door in the scene where he is in his apartment with Verdell?", "options": ["Once", "Twice", "Three times", "Four times", "Five times"], "answer": "E", "answer_idx": 4, "chance": 0.2, "video": "videos/70eb153088b5a13c182765ed3902d9b018061380a0bb07196241837e0e05715b.mp4", "video_id": "70eb153088b5a13c182765ed3902d9b018061380a0bb07196241837e0e05715b", "duration_s": 8318.421, "width": 1280, "height": 688, "fps": "24000/1001", "audio": {"codec": "aac", "sample_rate": "48000", "channels": 2}, "source_video": "ALLVB/ALLVB::::test_set_movie/As Good as It Gets (1997)/As Good as It Gets (1997).mp4", "video_v1_0": "videos/70eb153088b5a13c182765ed3902d9b018061380a0bb07196241837e0e05715b.mp4", "license": "CC-BY-NC-SA-4.0"}
{"item_id": "UrbanVideo-Bench_53", "benchmark": "UrbanVideo-Bench", "capability_group": "temporal", "capability_group_label": "Temporal", "fine_category": "temporal_order", "question": "Where do you start and end your journey?", "options": ["Start at the row of trees lining the avenue and end at the supermarket with a large yellow sign.", "Start at the row of trees lining the avenue and end at the storefront with an All-Star awning.", "Start at the tall building with a glass facade and end at the row of trees lining the avenue.", "Start at the supermarket with a large yellow sign and end at the storefront with an All-Star awning.", "Start at the intersection with multiple cars and end at the trash can in front of the coffee shop."], "answer": "E", "answer_idx": 4, "chance": 0.2, "video": "videos/1c9ba75659494030ea4a95da03492887d3738b2703f199c51bb587560c16f9c4.mp4", "video_id": "1c9ba75659494030ea4a95da03492887d3738b2703f199c51bb587560c16f9c4", "duration_s": 81.85, "width": 960, "height": 720, "fps": "20/1", "audio": null, "source_video": "EmbodiedCity/UrbanVideo-Bench::::videos/EmbodiedCity_46.mp4", "video_v1_0": "videos/1c9ba75659494030ea4a95da03492887d3738b2703f199c51bb587560c16f9c4.mp4", "license": "MIT"}
{"item_id": "S-EMBER_9230", "benchmark": "S-EMBER", "capability_group": "temporal", "capability_group_label": "Temporal", "fine_category": "speed_duration", "question": "How long did I point at the white hat next to the rope?", "options": ["You pointed at the white hat for about 3 seconds.", "You pointed at the white hat for about 10 seconds.", "You pointed at the white hat for about 2 seconds.", "You pointed at the white hat for about 15 seconds.", "You pointed at the white hat for about 5 seconds."], "answer": "D", "answer_idx": 3, "chance": 0.2, "video": "videos/4fe80921b274bb7f4278c77d505d58b1f5cbff9a43b2a0a2355939c3c0c2b45f.mp4", "video_id": "4fe80921b274bb7f4278c77d505d58b1f5cbff9a43b2a0a2355939c3c0c2b45f", "duration_s": 315.417, "width": 720, "height": 404, "fps": "12/1", "audio": null, "source_video": "facebook/S-EMBER::::videos/24311049685225309_start_0.0_end_315.432.mp4", "video_v1_0": "videos/4fe80921b274bb7f4278c77d505d58b1f5cbff9a43b2a0a2355939c3c0c2b45f.mp4", "license": "CC-BY-NC-4.0"}
{"item_id": "S-EMBER_826", "benchmark": "S-EMBER", "capability_group": "temporal", "capability_group_label": "Temporal", "fine_category": "speed_duration", "question": "After first placing the box on the roll of wrapping paper, how long did it take me to cut the paper?", "options": ["Approximately 13 seconds.", "Approximately 8 seconds.", "Approximately 15 seconds.", "Approximately 30 seconds.", "Approximately 25 seconds."], "answer": "E", "answer_idx": 4, "chance": 0.2, "video": "videos/eecae3a526dc7a898dedbf87c48a9ed60ba4ae2e584d15482c59692f6d970f2c.mp4", "video_id": "eecae3a526dc7a898dedbf87c48a9ed60ba4ae2e584d15482c59692f6d970f2c", "duration_s": 300.167, "width": 720, "height": 954, "fps": "12/1", "audio": null, "source_video": "facebook/S-EMBER::::videos/1238299771211414_start_0.0_end_300.127.mp4", "video_v1_0": "videos/eecae3a526dc7a898dedbf87c48a9ed60ba4ae2e584d15482c59692f6d970f2c.mp4", "license": "CC-BY-NC-4.0"}
{"item_id": "S-EMBER_3638", "benchmark": "S-EMBER", "capability_group": "temporal", "capability_group_label": "Temporal", "fine_category": "temporal_order", "question": "Right before I started walking, what did the black vehicle on my left do?", "options": ["It made a right turn and drove away.", "It drove straight past you along the street.", "It slowed down and pulled over to the curb.", "It made a U-turn in the middle of the street.", "It didn't move at all and remained parked."], "answer": "D", "answer_idx": 3, "chance": 0.2, "video": "videos/b22cf1b8284348e7a4e713b611c94b00e2d15139be9fb2ad4378bd0f0f6522e4.mp4", "video_id": "b22cf1b8284348e7a4e713b611c94b00e2d15139be9fb2ad4378bd0f0f6522e4", "duration_s": 404.417, "width": 720, "height": 966, "fps": "12/1", "audio": null, "source_video": "facebook/S-EMBER::::videos/1488201325493720_start_0.0_end_404.394.mp4", "video_v1_0": "videos/b22cf1b8284348e7a4e713b611c94b00e2d15139be9fb2ad4378bd0f0f6522e4.mp4", "license": "CC-BY-NC-4.0"}
{"item_id": "TOC-Bench_604", "benchmark": "TOC-Bench", "capability_group": "temporal", "capability_group_label": "Temporal", "fine_category": "temporal_order", "question": "Which event happens first in the video?", "options": ["glass with dark liquid gets partly hidden before yellow paper gets fully hidden", "yellow paper gets fully hidden before glass with dark liquid gets partly hidden"], "answer": "B", "answer_idx": 1, "chance": 0.5, "video": "videos/5b88a4706c5ba9b13575ab8addb1f48054b0c8cb30b945ce9c9810bd596cd71c.mp4", "video_id": "5b88a4706c5ba9b13575ab8addb1f48054b0c8cb30b945ce9c9810bd596cd71c", "duration_s": 10.635, "width": 1280, "height": 720, "fps": "6001/200", "audio": {"codec": "aac", "sample_rate": "44100", "channels": 1}, "source_video": "anonymous-video-benchmark/toc_bench::::videos/perception_test_video_3316.mp4", "video_v1_0": "videos/5b88a4706c5ba9b13575ab8addb1f48054b0c8cb30b945ce9c9810bd596cd71c.mp4", "license": "custom"}
{"item_id": "S-EMBER_5054", "benchmark": "S-EMBER", "capability_group": "temporal", "capability_group_label": "Temporal", "fine_category": "speed_duration", "question": "What was the duration of time from when I first picked up the stylus to when I began using it on the tablet?", "options": ["About 4 seconds.", "About 3 seconds.", "About 2 seconds.", "0 seconds (no delay).", "About 5 seconds."], "answer": "E", "answer_idx": 4, "chance": 0.2, "video": "videos/485ab56a0944f6910ec362fcf3eca48a11851194d0f06fe2a1a7665e0614ce4e.mp4", "video_id": "485ab56a0944f6910ec362fcf3eca48a11851194d0f06fe2a1a7665e0614ce4e", "duration_s": 443.333, "width": 720, "height": 958, "fps": "12/1", "audio": null, "source_video": "facebook/S-EMBER::::videos/1649051239107188_start_0.0_end_443.293.mp4", "video_v1_0": "videos/485ab56a0944f6910ec362fcf3eca48a11851194d0f06fe2a1a7665e0614ce4e.mp4", "license": "CC-BY-NC-4.0"}
{"item_id": "S-EMBER_3231", "benchmark": "S-EMBER", "capability_group": "temporal", "capability_group_label": "Temporal", "fine_category": "action_counting", "question": "How many titles on the spine of the book did I point at before opening it?", "options": ["Two titles.", "Three titles.", "Five titles.", "Four titles.", "Six titles."], "answer": "E", "answer_idx": 4, "chance": 0.2, "video": "videos/e03d4191bba33bd3208ddaacb36d13dd906b3998a94e813e07d32517dfb8eed4.mp4", "video_id": "e03d4191bba33bd3208ddaacb36d13dd906b3998a94e813e07d32517dfb8eed4", "duration_s": 344.5, "width": 720, "height": 960, "fps": "12/1", "audio": null, "source_video": "facebook/S-EMBER::::videos/736081299227357_start_0.0_end_344.496.mp4", "video_v1_0": "videos/e03d4191bba33bd3208ddaacb36d13dd906b3998a94e813e07d32517dfb8eed4.mp4", "license": "CC-BY-NC-4.0"}
{"item_id": "S-EMBER_26", "benchmark": "S-EMBER", "capability_group": "temporal", "capability_group_label": "Temporal", "fine_category": "action_counting", "question": "How many times did I dip a brush into the pink paint bottle?", "options": ["2 times.", "1 time.", "4 times.", "3 times.", "5 times."], "answer": "E", "answer_idx": 4, "chance": 0.2, "video": "videos/9a7a1def3e5f525d04aa45225d0a871ab53369a6782e9e3912fcc386a82adfab.mp4", "video_id": "9a7a1def3e5f525d04aa45225d0a871ab53369a6782e9e3912fcc386a82adfab", "duration_s": 352.167, "width": 720, "height": 958, "fps": "12/1", "audio": null, "source_video": "facebook/S-EMBER::::videos/1026550696287614_start_0.0_end_352.19.mp4", "video_v1_0": "videos/9a7a1def3e5f525d04aa45225d0a871ab53369a6782e9e3912fcc386a82adfab.mp4", "license": "CC-BY-NC-4.0"}
{"item_id": "S-EMBER_7718", "benchmark": "S-EMBER", "capability_group": "temporal", "capability_group_label": "Temporal", "fine_category": "action_counting", "question": "How many times did I use the spoon to take out the liquid from this cup in my hand?", "options": ["Four times.", "Three times.", "Five times.", "Ten times.", "One time."], "answer": "D", "answer_idx": 3, "chance": 0.2, "video": "videos/d53de0c2f226c848ccbf0dab009e663d4e674ec2908d423e6ecfc8d5622e2b7a.mp4", "video_id": "d53de0c2f226c848ccbf0dab009e663d4e674ec2908d423e6ecfc8d5622e2b7a", "duration_s": 600.0, "width": 720, "height": 966, "fps": "12/1", "audio": null, "source_video": "facebook/S-EMBER::::videos/1621966575261017_start_0.0_end_599.982.mp4", "video_v1_0": "videos/d53de0c2f226c848ccbf0dab009e663d4e674ec2908d423e6ecfc8d5622e2b7a.mp4", "license": "CC-BY-NC-4.0"}
{"item_id": "S-EMBER_3823", "benchmark": "S-EMBER", "capability_group": "temporal", "capability_group_label": "Temporal", "fine_category": "action_counting", "question": "Since I closed the drawer on the nightstand, how many price tags have I touched?", "options": ["2 price tags.", "3 price tags.", "1 price tag.", "0 price tags.", "4 price tags."], "answer": "E", "answer_idx": 4, "chance": 0.2, "video": "videos/3e151934c2eb70677ccfa6af0a1bb9d62b2a5f7d81df6c4836818c641af63c8d.mp4", "video_id": "3e151934c2eb70677ccfa6af0a1bb9d62b2a5f7d81df6c4836818c641af63c8d", "duration_s": 305.667, "width": 720, "height": 962, "fps": "12/1", "audio": null, "source_video": "facebook/S-EMBER::::videos/750568127710505_start_0.0_end_305.655.mp4", "video_v1_0": "videos/3e151934c2eb70677ccfa6af0a1bb9d62b2a5f7d81df6c4836818c641af63c8d.mp4", "license": "CC-BY-NC-4.0"}
{"item_id": "S-EMBER_8655", "benchmark": "S-EMBER", "capability_group": "temporal", "capability_group_label": "Temporal", "fine_category": "action_counting", "question": "How many people have I seen walk into the Nintendo store?", "options": ["Four.", "Three.", "One.", "Nine.", "Two."], "answer": "D", "answer_idx": 3, "chance": 0.2, "video": "videos/e8663ac79e86be8cc3e94ac74fcb19204d724c86de256801f991f3a686e92dc4.mp4", "video_id": "e8663ac79e86be8cc3e94ac74fcb19204d724c86de256801f991f3a686e92dc4", "duration_s": 600.0, "width": 720, "height": 954, "fps": "12/1", "audio": null, "source_video": "facebook/S-EMBER::::videos/1439522597215124_start_0.0_end_600.004.mp4", "video_v1_0": "videos/e8663ac79e86be8cc3e94ac74fcb19204d724c86de256801f991f3a686e92dc4.mp4", "license": "CC-BY-NC-4.0"}
{"item_id": "FAVOR-Bench_1074", "benchmark": "FAVOR-Bench", "capability_group": "temporal", "capability_group_label": "Temporal", "fine_category": "temporal_order", "question": "Regarding the subject's two interactions with the same object, which of the following descriptions is correct?", "options": ["The subject uses the left hand to first open the drawer and then close the drawer", "The subject uses the left hand to first put down the cup and then move the cup", "The subject uses the right hand to first rinse the spoon and then shake the spoon", "The subject uses the right hand to first take out the spoon and then put it into the cup", "The subject uses the left hand to first turn on the faucet and then turn off the faucet"], "answer": "B", "answer_idx": 1, "chance": 0.2, "video": "videos/70ba3f9a57f9bbdc6feb136a5cb7d520ca4ae88569f30e23d8469f13ee68a175.mp4", "video_id": "70ba3f9a57f9bbdc6feb136a5cb7d520ca4ae88569f30e23d8469f13ee68a175", "duration_s": 33.133, "width": 640, "height": 480, "fps": "15/1", "audio": null, "source_video": "FAVOR-Bench/FAVOR::::videos/FAVOR-Bench/29k-11-3-2|P1|440|936.mp4", "video_v1_0": "videos/70ba3f9a57f9bbdc6feb136a5cb7d520ca4ae88569f30e23d8469f13ee68a175.mp4", "license": "CC-BY-NC-SA-4.0"}
{"item_id": "S-EMBER_5572", "benchmark": "S-EMBER", "capability_group": "temporal", "capability_group_label": "Temporal", "fine_category": "action_counting", "question": "So far, how many times have I used tweezers to peel off a sticker?", "options": ["5 times.", "3 times.", "2 times.", "15 times.", "4 times."], "answer": "D", "answer_idx": 3, "chance": 0.2, "video": "videos/ad509ccaf902226e1182d3c6a083096ab815eebd07646ecf5983043fe46b1625.mp4", "video_id": "ad509ccaf902226e1182d3c6a083096ab815eebd07646ecf5983043fe46b1625", "duration_s": 600.0, "width": 720, "height": 958, "fps": "12/1", "audio": null, "source_video": "facebook/S-EMBER::::videos/1199465581912902_start_0.0_end_600.014.mp4", "video_v1_0": "videos/ad509ccaf902226e1182d3c6a083096ab815eebd07646ecf5983043fe46b1625.mp4", "license": "CC-BY-NC-4.0"}
{"item_id": "ALLVB_15618", "benchmark": "ALLVB", "capability_group": "temporal", "capability_group_label": "Temporal", "fine_category": "temporal_order", "question": "How does the video transition from Amy's speech to the scene where she talks to Gwendolyn in her Range Rover?", "options": ["The scene fades to black and then opens with Gwendolyn crying.", "The camera pans from the auditorium to the parking lot.", "The scene cuts directly from the applause to Gwendolyn's car.", "The video shows a montage of moms leaving the auditorium.", "The scene transitions with a voiceover from Amy."], "answer": "D", "answer_idx": 3, "chance": 0.2, "video": "videos/b68a19223616844885cca5664b2f166d4cd51e16d3e2bd35b5c761c4f5830500.mp4", "video_id": "b68a19223616844885cca5664b2f166d4cd51e16d3e2bd35b5c761c4f5830500", "duration_s": 6057.013, "width": 1280, "height": 534, "fps": "13978/583", "audio": {"codec": "aac", "sample_rate": "48000", "channels": 2}, "source_video": "ALLVB/ALLVB::::test_set_movie/Bad Moms (2016)/Bad Moms (2016).mp4", "video_v1_0": "videos/b68a19223616844885cca5664b2f166d4cd51e16d3e2bd35b5c761c4f5830500.mp4", "license": "CC-BY-NC-SA-4.0"}
{"item_id": "UrbanVideo-Bench_4657", "benchmark": "UrbanVideo-Bench", "capability_group": "spatial_physical", "capability_group_label": "Spatial / physical", "fine_category": "spatial_relation", "question": "You are navigating to the balcony on the top floor of the building in front of you, where white clothes are hanging. What is the correct summary of your trajectory from the beginning to the current location?", "options": ["I start from the parking lot, rise upward, move toward the building, and reach my current location.", "I start from the street, move forward, then rise to the height of the building and move toward the balcony.", "I start from the ground, fly over the street, move to the top floor, and then move to the designated balcony.", "I start from the street level, rise to the height of the building, and approach the top balcony.", "I turn left half a circle, fly forward, and then turn right 90 degrees."], "answer": "E", "answer_idx": 4, "chance": 0.2, "video": "videos/0bd067b9b04a929c60e54dae7319c63fe3c315c1d59531d2938659ea044d2a6b.mp4", "video_id": "0bd067b9b04a929c60e54dae7319c63fe3c315c1d59531d2938659ea044d2a6b", "duration_s": 64.2, "width": 1280, "height": 720, "fps": "15/1", "audio": null, "source_video": "EmbodiedCity/UrbanVideo-Bench::::videos/RealWorld_GN_7_2.mp4", "video_v1_0": "videos/0bd067b9b04a929c60e54dae7319c63fe3c315c1d59531d2938659ea044d2a6b.mp4", "license": "MIT"}
{"item_id": "S-EMBER_8015", "benchmark": "S-EMBER", "capability_group": "spatial_physical", "capability_group_label": "Spatial / physical", "fine_category": "spatial_relation", "question": "How do I get back to the aisle with the white Threshold pillows?", "options": ["Head back to the main cross-aisle and look for the endcap with the large pillow sign; turn into that row to find the white pillows on the left-hand shelves.", "Turn around and walk back down the aisle you came from, then turn left at the first intersection to reach the aisle with the white Threshold pillows.", "Turn around and walk back past the endcap with the rolled blankets and plush toys, and the bathroom accessories aisle to find the pillows just beyond those sections.", "Turn around and walk straight back past the aisles with the stuffed animals, blue bedding, and bathroom accessories. The aisle with the white pillows will be the next one.", "Turn left toward the fire door, turn left at the wall, walk straight to the bathroom fixtures, then turn left at the nüe by the Novaform cardboard display."], "answer": "E", "answer_idx": 4, "chance": 0.2, "video": "videos/9e6e0525976a7674c698bba459331c3855abff0b1d911bba538fffcfbbe27382.mp4", "video_id": "9e6e0525976a7674c698bba459331c3855abff0b1d911bba538fffcfbbe27382", "duration_s": 300.0, "width": 720, "height": 540, "fps": "12/1", "audio": null, "source_video": "facebook/S-EMBER::::videos/2048202589040619_start_0.0_end_300.0.mp4", "video_v1_0": "videos/9e6e0525976a7674c698bba459331c3855abff0b1d911bba538fffcfbbe27382.mp4", "license": "CC-BY-NC-4.0"}
{"item_id": "VITATECS_1478", "benchmark": "VITATECS", "capability_group": "spatial_physical", "capability_group_label": "Spatial / physical", "fine_category": "spatial_relation", "question": "Which caption correctly describes what happens in the video?", "options": ["a young girl runs away from her gymnastics pad", "a young girl runs towards her gymnastics pad"], "answer": "A", "answer_idx": 0, "chance": 0.5, "video": "videos/efd4d32010c6740ab3f0aef64ecb278e0e757c23a6090e464d2f6bf10095cad3.mp4", "video_id": "efd4d32010c6740ab3f0aef64ecb278e0e757c23a6090e464d2f6bf10095cad3", "duration_s": 13.981, "width": 320, "height": 240, "fps": "30000/1001", "audio": null, "source_video": "lscpku/VITATECS::vitatecs_videos.zip::MSRVTT/video9771.mp4", "video_v1_0": "videos/efd4d32010c6740ab3f0aef64ecb278e0e757c23a6090e464d2f6bf10095cad3.mp4", "license": "CC-BY-4.0"}
{"item_id": "S-EMBER_283", "benchmark": "S-EMBER", "capability_group": "spatial_physical", "capability_group_label": "Spatial / physical", "fine_category": "spatial_relation", "question": "From here, how do I get back to where I pointed at the large tree that was blocking the sun?", "options": ["Go back the way you came, turn right at the intersection, and walk along the main path straight ahead until you find the tree.", "Turn around and walk straight down the dirt path without making any turns to get back to where the tree blocked the sun.", "Walk back along the current narrow path to the main dirt trail, turn left, and continue straight for a short distance to the tree.", "Follow the path backward through the area with spiky plants and cacti until you reach the distinct large tree with the sun behind it.", "Walk forward to the end of your current path, turn right at the T-junction, walk down the path, and turn around near the end."], "answer": "E", "answer_idx": 4, "chance": 0.2, "video": "videos/ad5de5eb87fd122818b67a73b3a601738bd78611673cafdb558ef8d966c22379.mp4", "video_id": "ad5de5eb87fd122818b67a73b3a601738bd78611673cafdb558ef8d966c22379", "duration_s": 313.833, "width": 720, "height": 962, "fps": "12/1", "audio": null, "source_video": "facebook/S-EMBER::::videos/1053473496549619_start_0.0_end_313.82.mp4", "video_v1_0": "videos/ad5de5eb87fd122818b67a73b3a601738bd78611673cafdb558ef8d966c22379.mp4", "license": "CC-BY-NC-4.0"}
{"item_id": "MMSI-Video_227", "benchmark": "MMSI-Video", "capability_group": "spatial_physical", "capability_group_label": "Spatial / physical", "fine_category": "spatial_relation", "question": "When preparing to go down the stairs, in which direction are the bedroom and living room respectively?", "options": ["Bedroom on the right, living room on the left", "Both on the left side", "Bedroom on the left, living room on the right", "Both on the right side"], "answer": "B", "answer_idx": 1, "chance": 0.25, "video": "videos/138c4546f07a10b21a1de51e8f9e225df9fb8fcad55e347b3f86cbf4fa0997a6.mp4", "video_id": "138c4546f07a10b21a1de51e8f9e225df9fb8fcad55e347b3f86cbf4fa0997a6", "duration_s": 188.333, "width": 640, "height": 360, "fps": "3/1", "audio": null, "source_video": "oscarqjh/MMSI-Video-Bench_lmmseval::videos.zip::videos/question_0184/room3d_0236_0.mp4", "video_v1_0": "videos/138c4546f07a10b21a1de51e8f9e225df9fb8fcad55e347b3f86cbf4fa0997a6.mp4", "license": "CC-BY-4.0"}
{"item_id": "UrbanVideo-Bench_4973", "benchmark": "UrbanVideo-Bench", "capability_group": "spatial_physical", "capability_group_label": "Spatial / physical", "fine_category": "spatial_relation", "question": "You are navigating to the \"Huaji Stone Rice Rice Roll\" store. What is the correct summary of your trajectory from the beginning to the current location?", "options": ["Start from the parking lot, move forward to the street, and then fly to the current position above the store.", "Start from a high-rise building, descend to a shop, and move to the current location.", "Start from the parking lot, rise to the height of the high-rise building, move along the street, and reach the current position above the shop.", "Start from the parking lot, move toward the street, descend, and move along the side of the building to the current position above the shop.", "Start from a high-altitude position, check that the current store is no longer in sight, turn right, and fly along the road."], "answer": "E", "answer_idx": 4, "chance": 0.2, "video": "videos/185ec66e2af2835fc4bf6c50a3e4a2285fbb04ed6138ceb14e8a3b2df0b43290.mp4", "video_id": "185ec66e2af2835fc4bf6c50a3e4a2285fbb04ed6138ceb14e8a3b2df0b43290", "duration_s": 29.733, "width": 1280, "height": 720, "fps": "15/1", "audio": null, "source_video": "EmbodiedCity/UrbanVideo-Bench::::videos/RealWorld_GN_20_0.mp4", "video_v1_0": "videos/185ec66e2af2835fc4bf6c50a3e4a2285fbb04ed6138ceb14e8a3b2df0b43290.mp4", "license": "MIT"}
{"item_id": "VF-Eval_2358", "benchmark": "VF-Eval", "capability_group": "spatial_physical", "capability_group_label": "Spatial / physical", "fine_category": "physics_causality", "question": "Please assess the video and identify any quality issues, such as blurry visuals, low resolution, or distortion.", "options": ["The color grading of the video changes naturally as it progresses, but it should remain consistent.", "The video’s focus remains excessively sharp around the edges, creating an unnatural visual effect.", "The resolution of the video remains constant throughout, but subtle pixelation occurs in the foreground details.", "The overall direction of the ocean current is moving rapidly downwards, but it should remain relatively stationary."], "answer": "D", "answer_idx": 3, "chance": 0.25, "video": "videos/39f4e73247429f84fd6bfabd20eeff704053770b85acd23e6dd70de2d200a857.mp4", "video_id": "39f4e73247429f84fd6bfabd20eeff704053770b85acd23e6dd70de2d200a857", "duration_s": 4.0, "width": 512, "height": 320, "fps": "8/1", "audio": null, "source_video": "songtingyu/vf-eval::videos.zip::videos/data/video-data/lavie/data/lavie/data/lavie_38_A_round_buoy_floats_on_the_surface_of_the_ocean._1.mp4", "video_v1_0": "videos/39f4e73247429f84fd6bfabd20eeff704053770b85acd23e6dd70de2d200a857.mp4", "license": "MIT"}
{"item_id": "ALLVB_7117", "benchmark": "ALLVB", "capability_group": "spatial_physical", "capability_group_label": "Spatial / physical", "fine_category": "physics_causality", "question": "What is the outcome when Adonis throws a three-punch combo at Vitor?", "options": ["Vitor is knocked down.", "The crowd boos.", "Vitor counters with a powerful punch.", "The punches have no effect.", "Adonis gets hit by Vitor's right hand."], "answer": "B", "answer_idx": 1, "chance": 0.2, "video": "videos/178922cb2f2cc9b7f8ff0f5a456ca3d00cb3d0537ab9740bdbcbd5d9d4e4c810.mp4", "video_id": "178922cb2f2cc9b7f8ff0f5a456ca3d00cb3d0537ab9740bdbcbd5d9d4e4c810", "duration_s": 7800.468, "width": 1280, "height": 534, "fps": "24000/1001", "audio": {"codec": "aac", "sample_rate": "48000", "channels": 2}, "source_video": "ALLVB/ALLVB::::test_set_movie/Creed II (2018)/Creed II (2018).mp4", "video_v1_0": "videos/178922cb2f2cc9b7f8ff0f5a456ca3d00cb3d0537ab9740bdbcbd5d9d4e4c810.mp4", "license": "CC-BY-NC-SA-4.0"}
{"item_id": "ALLVB_23938", "benchmark": "ALLVB", "capability_group": "spatial_physical", "capability_group_label": "Spatial / physical", "fine_category": "physics_causality", "question": "How does Ted's action of lifting Athena's heavy bag impact his environment?", "options": ["It causes the bellhop cart to break.", "It makes the taxi driver leave in a hurry.", "It results in Ted knocking over a vase in the lobby.", "It leads to Ted injuring his back.", "It causes a commotion that attracts other guests."], "answer": "B", "answer_idx": 1, "chance": 0.2, "video": "videos/95e83085a7e3d762f4a5134c532a27343db04e7a5acda8f0cf01c947c78e4d36.mp4", "video_id": "95e83085a7e3d762f4a5134c532a27343db04e7a5acda8f0cf01c947c78e4d36", "duration_s": 5868.544, "width": 1280, "height": 690, "fps": "24000/1001", "audio": {"codec": "aac", "sample_rate": "48000", "channels": 2}, "source_video": "ALLVB/ALLVB::::test_set_movie/Four Rooms (1995)/Four Rooms (1995).mp4", "video_v1_0": "videos/95e83085a7e3d762f4a5134c532a27343db04e7a5acda8f0cf01c947c78e4d36.mp4", "license": "CC-BY-NC-SA-4.0"}
{"item_id": "SIS-Bench_1075", "benchmark": "SIS-Bench", "capability_group": "spatial_physical", "capability_group_label": "Spatial / physical", "fine_category": "spatial_relation", "question": "Starting from the beginning of the video, with the drone overlooking high-rise residential buildings and streets, what action sequence should the drone execute to reach the central fountain in the square?", "options": ["First, yaw left 90 degrees, then fly forward, and finally descend to above the fountain.", "First, yaw left 180 degrees, then fly forward, and finally descend to above the fountain.", "First, yaw left 90 degrees, then yaw right 180 degrees, then fly forward, and finally descend to above the fountain.", "First, yaw right 45 degrees, then fly forward, and finally descend to above the fountain."], "answer": "D", "answer_idx": 3, "chance": 0.25, "video": "videos/7098710fb1b7f8ce42abfa4537afa06c710574973a22ff3d7cfa006512b1bd03.mp4", "video_id": "7098710fb1b7f8ce42abfa4537afa06c710574973a22ff3d7cfa006512b1bd03", "duration_s": 59.467, "width": 1280, "height": 720, "fps": "15/1", "audio": null, "source_video": "choucsan/SIS-Bench::::video/UrbanVideo/UrbanVideo_0153.mp4", "video_v1_0": "videos/7098710fb1b7f8ce42abfa4537afa06c710574973a22ff3d7cfa006512b1bd03.mp4", "license": "Apache-2.0"}
{"item_id": "SIS-Bench_558", "benchmark": "SIS-Bench", "capability_group": "spatial_physical", "capability_group_label": "Spatial / physical", "fine_category": "spatial_relation", "question": "What object is located to the rear of the yellow and white low-rise building?", "options": ["The high-rise building with the \"阳光城檀府\" sign", "The shop with the blue-green billboard \"深圳市居众装饰集团\"", "The blue swimming pool", "The high-rise building with red walls and gray-white patterns"], "answer": "C", "answer_idx": 2, "chance": 0.25, "video": "videos/3af230e0b0d23d5cc882800a3e12bfa89bfc828fd3b4433bfea521363ea1baec.mp4", "video_id": "3af230e0b0d23d5cc882800a3e12bfa89bfc828fd3b4433bfea521363ea1baec", "duration_s": 5.375, "width": 1280, "height": 720, "fps": "24/1", "audio": null, "source_video": "choucsan/SIS-Bench::::video/AirScape/AirScape_0226.mp4", "video_v1_0": "videos/3af230e0b0d23d5cc882800a3e12bfa89bfc828fd3b4433bfea521363ea1baec.mp4", "license": "Apache-2.0"}
{"item_id": "S-EMBER_7308", "benchmark": "S-EMBER", "capability_group": "spatial_physical", "capability_group_label": "Spatial / physical", "fine_category": "spatial_relation", "question": "How can I get to the carousel entrance from here?", "options": ["Walk straight ahead down the walkway and turn right at the very first corner you reach.", "Walk straight ahead along the path, and the carousel entrance will be clearly on your right.", "Walk straight along the path through the park, passing the library building on your right side.", "Step back, turn right, walk a few steps, and then take a left to reach the carousel entrance.", "Continue straight along this paved path; in about 30 metres you’ll reach the black-fenced carousel area."], "answer": "D", "answer_idx": 3, "chance": 0.2, "video": "videos/9f98f18c276db7a9d14d0a8827938c1fc40e120329c3ca99b77423938622c0df.mp4", "video_id": "9f98f18c276db7a9d14d0a8827938c1fc40e120329c3ca99b77423938622c0df", "duration_s": 600.0, "width": 720, "height": 966, "fps": "12/1", "audio": null, "source_video": "facebook/S-EMBER::::videos/695325632865279_start_0.0_end_599.959.mp4", "video_v1_0": "videos/9f98f18c276db7a9d14d0a8827938c1fc40e120329c3ca99b77423938622c0df.mp4", "license": "CC-BY-NC-4.0"}
{"item_id": "TimeBlind_1929", "benchmark": "TimeBlind", "capability_group": "spatial_physical", "capability_group_label": "Spatial / physical", "fine_category": "spatial_relation", "question": "Is the player's badminton racket touching the net?", "options": ["The racket does not appear to be touching the net.", "The racket is clearly touching the net."], "answer": "B", "answer_idx": 1, "chance": 0.5, "video": "videos/e659c63e0aba0c1786fb8533bcbf612ea538ce1edbca276c1b1cc485974fc5d9.mp4", "video_id": "e659c63e0aba0c1786fb8533bcbf612ea538ce1edbca276c1b1cc485974fc5d9", "duration_s": 5.0, "width": 720, "height": 1280, "fps": "30/1", "audio": {"codec": "aac", "sample_rate": "44100", "channels": 1}, "source_video": "BaiqiL/TimeBlind::::videos/mcq_vid_00182_1.mp4", "video_v1_0": "videos/e659c63e0aba0c1786fb8533bcbf612ea538ce1edbca276c1b1cc485974fc5d9.mp4", "license": "unknown"}
{"item_id": "UrbanVideo-Bench_3112", "benchmark": "UrbanVideo-Bench", "capability_group": "spatial_physical", "capability_group_label": "Spatial / physical", "fine_category": "spatial_relation", "question": "Navigation Instruction given at initial position: [now take off and turn right and fly over the pond and closer the white building. now go over the buildings and turn left. now go over the road and buildings and move closer to the white building. now get little down and turn back and go forward until the grey building arrives and stay there.]. At the initial position, you are asked to navigate according to a series of movement instructions. What are you doing now?", "options": ["I go over the road and buildings and approach the white building.", "I turn around.", "I fly over the pond and approach the white building.", "I turn right and fly across the pond.", "I take off and turn right."], "answer": "B", "answer_idx": 1, "chance": 0.2, "video": "videos/ccd01d3b303c5e738a0034fdfeb15159be91e303c33b0890a4212d1a02cf4c07.mp4", "video_id": "ccd01d3b303c5e738a0034fdfeb15159be91e303c33b0890a4212d1a02cf4c07", "duration_s": 108.0, "width": 512, "height": 512, "fps": "1/1", "audio": null, "source_video": "EmbodiedCity/UrbanVideo-Bench::::videos/AerialVLN_50_3E13VNJ1NWTVCLLIDLD3F17T8BN1I3_3.mp4", "video_v1_0": "videos/ccd01d3b303c5e738a0034fdfeb15159be91e303c33b0890a4212d1a02cf4c07.mp4", "license": "MIT"}
{"item_id": "UrbanVideo-Bench_4351", "benchmark": "UrbanVideo-Bench", "capability_group": "spatial_physical", "capability_group_label": "Spatial / physical", "fine_category": "spatial_relation", "question": "Navigation Instruction given at initial position: [Raise the altitude, fly over the opposite road, and fly in the direction of the mountains]. At the initial position, you are asked to navigate according to a series of movement instructions. When you arrive at your current location, what is the direction to this row of buses?", "options": ["I am located behind a row of buses.", "I am located next to the bus row.", "I am located in front of the bus row.", "I am parked directly above the row of buses.", "I am far away from the bus row."], "answer": "E", "answer_idx": 4, "chance": 0.2, "video": "videos/59e6228603c471f7c4651dc7a94fbaf6168525c30ae7250e50b3a25acfa1c02d.mp4", "video_id": "59e6228603c471f7c4651dc7a94fbaf6168525c30ae7250e50b3a25acfa1c02d", "duration_s": 150.0, "width": 1280, "height": 720, "fps": "15/1", "audio": null, "source_video": "EmbodiedCity/UrbanVideo-Bench::::videos/RealWorld_RN_12_9.mp4", "video_v1_0": "videos/59e6228603c471f7c4651dc7a94fbaf6168525c30ae7250e50b3a25acfa1c02d.mp4", "license": "MIT"}
{"item_id": "MotionBench_1601", "benchmark": "MotionBench", "capability_group": "spatial_physical", "capability_group_label": "Spatial / physical", "fine_category": "physics_causality", "question": "Does the wire fence influence the wolf's movement path?", "options": ["No, but the wolf interacts with it", "Yes, the wolf jumps over the fence", "No, the wolf moves independently of the fence", "Yes, it guides the wolf's entire path"], "answer": "D", "answer_idx": 3, "chance": 0.25, "video": "videos/9936feb4b516f379cb25bee1c5a785d51559c1e5a0fc168f8cbb307a786e332e.mp4", "video_id": "9936feb4b516f379cb25bee1c5a785d51559c1e5a0fc168f8cbb307a786e332e", "duration_s": 16.517, "width": 1920, "height": 1080, "fps": "30000/1001", "audio": null, "source_video": "zai-org/MotionBench::::MotionBench/self-collected/cOp9GCEZchPiUyuK.mp4", "video_v1_0": "videos/9936feb4b516f379cb25bee1c5a785d51559c1e5a0fc168f8cbb307a786e332e.mp4", "license": "CC-BY-NC-SA-4.0"}
{"item_id": "S-EMBER_8250", "benchmark": "S-EMBER", "capability_group": "spatial_physical", "capability_group_label": "Spatial / physical", "fine_category": "spatial_relation", "question": "From where I am now, how do I get back to the bathroom?", "options": ["Turn around, walk back up the hallway you just came through and step into the first doorway on your right.", "You are already in the bathroom, as shown by the sink, mirror, and toilet visible in your current location.", "Turn around and walk back down the hallway toward the white door just outside the kitchen and go through it.", "Turn around, walk straight to the last room, enter and turn left, then walk a few steps to the bathroom door.", "Turn around, walk straight down the hallway, and the bathroom will be the first door on your left."], "answer": "D", "answer_idx": 3, "chance": 0.2, "video": "videos/3b466507d56287f2f94eda5717cd186abbe4f6affce6e42dc9943f39066fc37f.mp4", "video_id": "3b466507d56287f2f94eda5717cd186abbe4f6affce6e42dc9943f39066fc37f", "duration_s": 347.833, "width": 720, "height": 962, "fps": "12/1", "audio": null, "source_video": "facebook/S-EMBER::::videos/2972728916243037_start_0.0_end_347.803.mp4", "video_v1_0": "videos/3b466507d56287f2f94eda5717cd186abbe4f6affce6e42dc9943f39066fc37f.mp4", "license": "CC-BY-NC-4.0"}
{"item_id": "S-EMBER_4991", "benchmark": "S-EMBER", "capability_group": "spatial_physical", "capability_group_label": "Spatial / physical", "fine_category": "spatial_relation", "question": "How do I get back to the rack of cabinet samples I looked at earlier?", "options": ["Turn around and walk past the modern kitchen display and the KitchenAid sign.", "Head towards the left side of the room near the entrance of the kitchen area.", "Turn around and walk past the white kitchen display on your left, heading straight.", "Turn around and walk back down the aisle you came from, looking to your left.", "Turn left, then walk past the desk on your left to the nearest wall."], "answer": "E", "answer_idx": 4, "chance": 0.2, "video": "videos/d7713e39ee7d1e3b80273db1d8e63791706192276e87e4f422b24888f473a10b.mp4", "video_id": "d7713e39ee7d1e3b80273db1d8e63791706192276e87e4f422b24888f473a10b", "duration_s": 313.917, "width": 720, "height": 966, "fps": "12/1", "audio": null, "source_video": "facebook/S-EMBER::::videos/963250449308085_start_0.0_end_313.911.mp4", "video_v1_0": "videos/d7713e39ee7d1e3b80273db1d8e63791706192276e87e4f422b24888f473a10b.mp4", "license": "CC-BY-NC-4.0"}
{"item_id": "UrbanVideo-Bench_4930", "benchmark": "UrbanVideo-Bench", "capability_group": "spatial_physical", "capability_group_label": "Spatial / physical", "fine_category": "spatial_relation", "question": "At the initial position, you are asked to navigate to a seller's store behind a nearby bus stop. Given the next steps for the parking lot entrance next to the store, what's next for you?", "options": ["I rise.", "I hover.", "I fly forward.", "I turn left.", "I turn right.", "I move backward.", "I decline."], "answer": "G", "answer_idx": 6, "chance": 0.14285714285714285, "video": "videos/b5b5d9e760effa391494b72f34d40d509cd4352950d2d3cf1684770dd84e6a9f.mp4", "video_id": "b5b5d9e760effa391494b72f34d40d509cd4352950d2d3cf1684770dd84e6a9f", "duration_s": 92.267, "width": 1280, "height": 720, "fps": "15/1", "audio": null, "source_video": "EmbodiedCity/UrbanVideo-Bench::::videos/RealWorld_GN_18_1.mp4", "video_v1_0": "videos/b5b5d9e760effa391494b72f34d40d509cd4352950d2d3cf1684770dd84e6a9f.mp4", "license": "MIT"}
{"item_id": "FAVOR-Bench_146", "benchmark": "FAVOR-Bench", "capability_group": "spatial_physical", "capability_group_label": "Spatial / physical", "fine_category": "spatial_relation", "question": "When the man picks up the clothes and opens the door, what is the camera movement method?", "options": ["The lens pans right", "Fast zoom", "Unstable camera shake", "Lens rotation", "Remain stationary"], "answer": "C", "answer_idx": 2, "chance": 0.2, "video": "videos/b4273047091d90a2b813569e853f07f48ba3b4ecd2e72388ab19fe0e062479b5.mp4", "video_id": "b4273047091d90a2b813569e853f07f48ba3b4ecd2e72388ab19fe0e062479b5", "duration_s": 30.511, "width": 1920, "height": 1080, "fps": "30000/1001", "audio": {"codec": "aac", "sample_rate": "44100", "channels": 1}, "source_video": "FAVOR-Bench/FAVOR::::videos/FAVOR-Bench/0GH5O.mp4", "video_v1_0": "videos/b4273047091d90a2b813569e853f07f48ba3b4ecd2e72388ab19fe0e062479b5.mp4", "license": "CC-BY-NC-SA-4.0"}
{"item_id": "UrbanVideo-Bench_1010", "benchmark": "UrbanVideo-Bench", "capability_group": "spatial_physical", "capability_group_label": "Spatial / physical", "fine_category": "spatial_relation", "question": "At the initial position, you are asked to navigate to the 15th floor balcony. At your current location, if the balcony on the 15th floor is not within your field of view, what is the most relevant object in your field of view, and where is this object?", "options": ["I cannot see the balcony on the 15th floor, but the main entrance of the high-rise building is in the lower part of my view.", "I can already see the balcony on the 15th floor.", "I cannot see the balcony on the 15th floor, but the entire high-rise building is in the center of my view.", "I cannot see the balcony on the 15th floor, but there is a low building in the lower left corner of my field of view.", "I cannot see the balcony on the 15th floor, but there are some facades of high-rise buildings on the right side of my view."], "answer": "B", "answer_idx": 1, "chance": 0.2, "video": "videos/d844ef0561674a75c59d2623db65d1370a8f0600218c78632e2946d4602fbc1a.mp4", "video_id": "d844ef0561674a75c59d2623db65d1370a8f0600218c78632e2946d4602fbc1a", "duration_s": 73.05, "width": 960, "height": 720, "fps": "20/1", "audio": null, "source_video": "EmbodiedCity/UrbanVideo-Bench::::videos/EmbodiedCity_18_2.mp4", "video_v1_0": "videos/d844ef0561674a75c59d2623db65d1370a8f0600218c78632e2946d4602fbc1a.mp4", "license": "MIT"}
{"item_id": "UrbanVideo-Bench_2432", "benchmark": "UrbanVideo-Bench", "capability_group": "spatial_physical", "capability_group_label": "Spatial / physical", "fine_category": "spatial_relation", "question": "Navigation Instruction given at initial position: [fly through the medal bars at the beginning. fly down to the tree in the center of the water. make a stop at the bridge over the water. go to the car wash bill board and make a left. go to the coca cola cap and make a right. finish at the park. back to the bridge over the water.]. You move according to a series of movement instructions. What are you doing now?", "options": ["I turn back to the bridge over the water.", "I go to the car wash billboard and turn left.", "I go to the Coca-Cola bottle cap and turn right.", "I stop at the bridge over the water.", "I go up the tall building."], "answer": "E", "answer_idx": 4, "chance": 0.2, "video": "videos/d68d218a16246174730efffdec6058963a6a257313eea04a91019ad8acde997f.mp4", "video_id": "d68d218a16246174730efffdec6058963a6a257313eea04a91019ad8acde997f", "duration_s": 255.0, "width": 512, "height": 512, "fps": "1/1", "audio": null, "source_video": "EmbodiedCity/UrbanVideo-Bench::::videos/AerialVLN_15_3YMTUJH0D1E2DYYCUFV9R6G5V9TT4Z_4.mp4", "video_v1_0": "videos/d68d218a16246174730efffdec6058963a6a257313eea04a91019ad8acde997f.mp4", "license": "MIT"}
{"item_id": "UrbanVideo-Bench_1130", "benchmark": "UrbanVideo-Bench", "capability_group": "spatial_physical", "capability_group_label": "Spatial / physical", "fine_category": "spatial_relation", "question": "At the initial position, you are asked to navigate to the 8th floor balcony. At your current location, if the balcony on the 8th floor is not within your field of view, what is the most relevant object in your field of view, and where is this object?", "options": ["I cannot see the balcony on the 8th floor, but the main body of the high-rise building is to the right of the center of my field of view.", "I can already see the balcony on the 8th floor.", "I cannot see the balcony on the 8th floor, but there is a high-rise building in the center of my field of view.", "I cannot see the balcony on the 8th floor, but there is a highway in the lower right corner of my field of view.", "I cannot see the balcony on the 8th floor, but the top of the high-rise building is in the center of my field of view."], "answer": "B", "answer_idx": 1, "chance": 0.2, "video": "videos/07cf46e6f8cc76ec5a172de9c5fc1a45c122c7c773676cf81ebd60988ffbdb55.mp4", "video_id": "07cf46e6f8cc76ec5a172de9c5fc1a45c122c7c773676cf81ebd60988ffbdb55", "duration_s": 42.05, "width": 960, "height": 720, "fps": "20/1", "audio": null, "source_video": "EmbodiedCity/UrbanVideo-Bench::::videos/EmbodiedCity_25_1.mp4", "video_v1_0": "videos/07cf46e6f8cc76ec5a172de9c5fc1a45c122c7c773676cf81ebd60988ffbdb55.mp4", "license": "MIT"}
{"item_id": "S-EMBER_1358", "benchmark": "S-EMBER", "capability_group": "spatial_physical", "capability_group_label": "Spatial / physical", "fine_category": "spatial_relation", "question": "How do I get back to the bank from here?", "options": ["The video does not provide enough visual information to find a bank from here.", "Turn around and make the first left; the bank will be on your left.", "Turn around and walk straight back; the bank will be on your right.", "Walk straight ahead along the sidewalk; the bank will be on your left.", "Walk straight ahead along the sidewalk; the bank will be on your right."], "answer": "B", "answer_idx": 1, "chance": 0.2, "video": "videos/4d04ef6c562bd9161dfedc4af605817792e2c88647f37022b9cca165219e321c.mp4", "video_id": "4d04ef6c562bd9161dfedc4af605817792e2c88647f37022b9cca165219e321c", "duration_s": 600.0, "width": 720, "height": 966, "fps": "12/1", "audio": null, "source_video": "facebook/S-EMBER::::videos/3076749645808628_start_0.0_end_600.014.mp4", "video_v1_0": "videos/4d04ef6c562bd9161dfedc4af605817792e2c88647f37022b9cca165219e321c.mp4", "license": "CC-BY-NC-4.0"}
{"item_id": "S-EMBER_1548", "benchmark": "S-EMBER", "capability_group": "spatial_physical", "capability_group_label": "Spatial / physical", "fine_category": "spatial_relation", "question": "Where did the man with the glasses place his phone before handing me seven of my shares for Western Publishing?", "options": ["On the desk in front of him.", "On the small round side table.", "On his lap between his knees.", "On the table to his right side.", "On the floor to his left side."], "answer": "E", "answer_idx": 4, "chance": 0.2, "video": "videos/95d2bd99d0f2aea8742dbd58e729549cbe39fd77dc88555dcd059ccb3c1fdd85.mp4", "video_id": "95d2bd99d0f2aea8742dbd58e729549cbe39fd77dc88555dcd059ccb3c1fdd85", "duration_s": 1200.0, "width": 720, "height": 958, "fps": "12/1", "audio": null, "source_video": "facebook/S-EMBER::::videos/1419684649214709_start_0.0_end_1199.981.mp4", "video_v1_0": "videos/95d2bd99d0f2aea8742dbd58e729549cbe39fd77dc88555dcd059ccb3c1fdd85.mp4", "license": "CC-BY-NC-4.0"}
{"item_id": "SIS-Bench_972", "benchmark": "SIS-Bench", "capability_group": "spatial_physical", "capability_group_label": "Spatial / physical", "fine_category": "spatial_relation", "question": "Starting from the beginning of the video with the drone hovering above the main road and facing directly towards the high-rise residential area and street ahead, what action sequence should the drone execute to reach the red-roofed pavilion on the right side?", "options": ["Maintain altitude and fly forward, yaw left 45 degrees, and finally fly forward to near the pavilion.", "Maintain altitude and fly forward, yaw right 90 degrees, and finally fly forward to near the pavilion.", "Maintain altitude and fly forward, yaw right 90 degrees, then yaw left 45 degrees to align with the pavilion direction, and finally fly forward to near the pavilion.", "Maintain altitude and fly forward, yaw right 45 degrees, and finally fly forward to near the pavilion."], "answer": "A", "answer_idx": 0, "chance": 0.25, "video": "videos/f233f7cf207e8be16b6896913ae296d64f58a11481fc0661c6a265425bbe48d8.mp4", "video_id": "f233f7cf207e8be16b6896913ae296d64f58a11481fc0661c6a265425bbe48d8", "duration_s": 59.8, "width": 1280, "height": 720, "fps": "15/1", "audio": null, "source_video": "choucsan/SIS-Bench::::video/UrbanVideo/UrbanVideo_0073.mp4", "video_v1_0": "videos/f233f7cf207e8be16b6896913ae296d64f58a11481fc0661c6a265425bbe48d8.mp4", "license": "Apache-2.0"}
{"item_id": "UrbanVideo-Bench_962", "benchmark": "UrbanVideo-Bench", "capability_group": "spatial_physical", "capability_group_label": "Spatial / physical", "fine_category": "spatial_relation", "question": "At the initial position, you are asked to navigate to the 17th floor balcony. At the current location, if the balcony on the 17th floor is not within your field of view, what is the most relevant object in your field of view, and where is this object?", "options": ["I can't see the balcony on the 17th floor, but I can see the main entrance of the target building in the lower part of my field of view.", "I can already see the balcony on the 17th floor.", "I can't see the balcony on the 17th floor, but the front of the high-rise building is in the center of my field of view.", "I can't see the balcony on the 17th floor, but there is a park area on the lower left side of my field of view.", "I can't see the balcony on the 17th floor, but I can see a section of the highway in the upper right corner."], "answer": "B", "answer_idx": 1, "chance": 0.2, "video": "videos/2bd4efb775987de3f3854a5778d345111652308d678c91e5172584e7a5959f60.mp4", "video_id": "2bd4efb775987de3f3854a5778d345111652308d678c91e5172584e7a5959f60", "duration_s": 38.8, "width": 960, "height": 720, "fps": "20/1", "audio": null, "source_video": "EmbodiedCity/UrbanVideo-Bench::::videos/EmbodiedCity_16_1.mp4", "video_v1_0": "videos/2bd4efb775987de3f3854a5778d345111652308d678c91e5172584e7a5959f60.mp4", "license": "MIT"}
{"item_id": "M^3-Verse_1456", "benchmark": "M^3-Verse", "capability_group": "spatial_physical", "capability_group_label": "Spatial / physical", "fine_category": "metric_scale_estimation", "question": "The video shows two observations of the same indoor scene played back to back: first the first state (first observation), then the second state (second observation). How far was the salt shaker moved between the first observation and the second observation?", "options": ["No correct option is listed.", "7.10m - 9.92m", "1.42m - 4.25m", "4.26m - 7.09m"], "answer": "B", "answer_idx": 1, "chance": 0.25, "video": "videos/555764dc37d62ff410231031d1ce55f352abe9f66726bb4dd26d89a306acc126.mp4", "video_id": "555764dc37d62ff410231031d1ce55f352abe9f66726bb4dd26d89a306acc126", "duration_s": 69.5, "width": 1024, "height": 768, "fps": "30/1", "audio": null, "source_video": "local::M^3-Verse::::local copy", "video_v1_0": "videos/555764dc37d62ff410231031d1ce55f352abe9f66726bb4dd26d89a306acc126.mp4", "license": "unknown"}
{"item_id": "UrbanVideo-Bench_5348", "benchmark": "UrbanVideo-Bench", "capability_group": "spatial_physical", "capability_group_label": "Spatial / physical", "fine_category": "spatial_relation", "question": "You are moving following a series of movement instructions: \"Move towards a modern glass walled office building nearby. Then fly to the top of the adjacent hill.\" What is the positional relationship between you and the tallest building when it reached current position?", "options": ["I am located to the left of the tallest building.", "I am located far away from the modern glass walled office building..", "I am located below the tallest building.", "I am located to the right of the tallest building.", "I am located in front of the tallest building."], "answer": "B", "answer_idx": 1, "chance": 0.2, "video": "videos/b37fdbc327c1f522d057b4e8ed39bade942c89f9051fd76a1666fcb75b502156.mp4", "video_id": "b37fdbc327c1f522d057b4e8ed39bade942c89f9051fd76a1666fcb75b502156", "duration_s": 33.267, "width": 960, "height": 540, "fps": "15/1", "audio": null, "source_video": "EmbodiedCity/UrbanVideo-Bench::::videos/RealWorld_50_0.mp4", "video_v1_0": "videos/b37fdbc327c1f522d057b4e8ed39bade942c89f9051fd76a1666fcb75b502156.mp4", "license": "MIT"}
{"item_id": "S-EMBER_3626", "benchmark": "S-EMBER", "capability_group": "spatial_physical", "capability_group_label": "Spatial / physical", "fine_category": "spatial_relation", "question": "How would I get back to the shelves of chips I walked by earlier?", "options": ["Turn around and head back up the main aisle, then make a left.", "Keep walking straight past the refrigerated section, then take your first left.", "Walk straight ahead down the current aisle until you see the chips again.", "Turn around and walk back down the aisle you previously walked through.", "Turn left around the corner, then take a right into the next aisle."], "answer": "A", "answer_idx": 0, "answer_v1_0": "E", "chance": 0.2, "video": "videos/738902f0679e102110354337a6a2f69b31a9d9d197f071dd4a99f388ef4bc7ef.mp4", "video_id": "738902f0679e102110354337a6a2f69b31a9d9d197f071dd4a99f388ef4bc7ef", "duration_s": 314.917, "width": 720, "height": 960, "fps": "12/1", "audio": null, "source_video": "facebook/S-EMBER::::videos/1082865563987789_start_0.0_end_314.91.mp4", "video_v1_0": "videos/738902f0679e102110354337a6a2f69b31a9d9d197f071dd4a99f388ef4bc7ef.mp4", "license": "CC-BY-NC-4.0"}
{"item_id": "ALLVB_429", "benchmark": "ALLVB", "capability_group": "spatial_physical", "capability_group_label": "Spatial / physical", "fine_category": "spatial_relation", "question": "What is the movement path of the prescription Elizabeth receives from her doctor?", "options": ["From the doctor's hand to Elizabeth's pocket", "From the doctor's hand to Elizabeth's purse", "From the doctor's hand to the trash can outside the office", "From the doctor's hand to Elizabeth's desk", "From the doctor's hand to Elizabeth's car"], "answer": "C", "answer_idx": 2, "chance": 0.2, "video": "videos/22c5f8ebfb651e0cdc40a76e8f1e13a4445c54d170bcc155e80f3828961eeb56.mp4", "video_id": "22c5f8ebfb651e0cdc40a76e8f1e13a4445c54d170bcc155e80f3828961eeb56", "duration_s": 7931.008, "width": 1280, "height": 534, "fps": "13978/583", "audio": {"codec": "aac", "sample_rate": "48000", "channels": 2}, "source_video": "ALLVB/ALLVB::::test_set_movie/Miss Sloane (2016)/Miss Sloane (2016).mp4", "video_v1_0": "videos/22c5f8ebfb651e0cdc40a76e8f1e13a4445c54d170bcc155e80f3828961eeb56.mp4", "license": "CC-BY-NC-SA-4.0"}
{"item_id": "FAVOR-Bench_3151", "benchmark": "FAVOR-Bench", "capability_group": "spatial_physical", "capability_group_label": "Spatial / physical", "fine_category": "spatial_relation", "question": "When the woman in the pink coat is speaking while crying, what is the camera movement?", "options": ["Stationary", "Pan following", "Zoom out", "Rotate", "Dolly in"], "answer": "C", "answer_idx": 2, "chance": 0.2, "video": "videos/65e31eb756bcb73a378f9fea5e284d66296515b923e65c990518465d83762c02.mp4", "video_id": "65e31eb756bcb73a378f9fea5e284d66296515b923e65c990518465d83762c02", "duration_s": 6.84, "width": 1280, "height": 644, "fps": "25/1", "audio": null, "source_video": "Yuwen2024/ACaM-Bench::real_videos.zip::real_videos/FavorBench/FAVOR/videos/FAVOR-Bench/3_01_000118.mp4", "video_v1_0": "videos/65e31eb756bcb73a378f9fea5e284d66296515b923e65c990518465d83762c02.mp4", "license": "CC-BY-NC-SA-4.0"}
{"item_id": "FAVOR-Bench_4350", "benchmark": "FAVOR-Bench", "capability_group": "spatial_physical", "capability_group_label": "Spatial / physical", "fine_category": "spatial_relation", "question": "When the man in the red shirt moves the chair, what camera movement is being executed?", "options": ["Tilt down", "Dolly zoom", "Pan right", "Camera shake", "Static shot"], "answer": "A", "answer_idx": 0, "answer_v1_0": "D", "chance": 0.2, "video": "videos/2acb630f967857dd92d727d728635e2d76a7624309478ba629e188d88f78e201.mp4", "video_id": "2acb630f967857dd92d727d728635e2d76a7624309478ba629e188d88f78e201", "duration_s": 37.909, "width": 1280, "height": 720, "fps": "30/1", "audio": {"codec": "aac", "sample_rate": "48000", "channels": 2}, "source_video": "FAVOR-Bench/FAVOR::::videos/FAVOR-Bench/4L6GZ.mp4", "video_v1_0": "videos/2acb630f967857dd92d727d728635e2d76a7624309478ba629e188d88f78e201.mp4", "license": "CC-BY-NC-SA-4.0"}
{"item_id": "VF-Eval_2664", "benchmark": "VF-Eval", "capability_group": "spatial_physical", "capability_group_label": "Spatial / physical", "fine_category": "spatial_relation", "question": "Given the video, please check for quality problems such as blurry images, low resolution, or distortion.", "options": ["The cup moves out of frame as the perspective shifts upward.", "The cup tilts slightly while the perspective shifts to the right.", "The cup rotates while the perspective shifts to the left.", "The cup remains stationary while the perspective shifts downward."], "answer": "C", "answer_idx": 2, "chance": 0.25, "video": "videos/e540f460926086c95dc6aeec4e02cbb4fd1841ffb6c3005361f6b9667293acf7.mp4", "video_id": "e540f460926086c95dc6aeec4e02cbb4fd1841ffb6c3005361f6b9667293acf7", "duration_s": 10.667, "width": 1280, "height": 768, "fps": "24/1", "audio": null, "source_video": "songtingyu/vf-eval::videos.zip::videos/data/video-data/gen-3/data/gen-3/data/gen-3_97_A_steamy_mist_rises_.mp4", "video_v1_0": "videos/e540f460926086c95dc6aeec4e02cbb4fd1841ffb6c3005361f6b9667293acf7.mp4", "license": "MIT"}
{"item_id": "S-EMBER_544", "benchmark": "S-EMBER", "capability_group": "spatial_physical", "capability_group_label": "Spatial / physical", "fine_category": "spatial_relation", "question": "From here, how do I get back to the pair of pants I looked at earlier?", "options": ["Step out into the main walkway, turn right, and follow the aisle straight ahead to the outerwear racks. The jeans are hanging on the first endcap.", "Turn around and walk back down the main aisle, passing the racks of winter coats. The pair of pants will be straight ahead on the rack.", "Turn around and walk straight down the aisle, passing the Michael Kors sign. The pants will be on a rack on your left.", "Turn around, walk back to the aisle you just exited, and turn left. Walk straight down, and the pants will be on the endcap display on your left.", "Turn around and take the first left into the coat aisle. Walk to the end, then turn right to find the pants."], "answer": "E", "answer_idx": 4, "chance": 0.2, "video": "videos/7ff47747fcc193fb06bf881b172ef764b2f4b56397aaee8ccd857be719571ca3.mp4", "video_id": "7ff47747fcc193fb06bf881b172ef764b2f4b56397aaee8ccd857be719571ca3", "duration_s": 320.583, "width": 720, "height": 960, "fps": "12/1", "audio": null, "source_video": "facebook/S-EMBER::::videos/1442103600406861_start_0.0_end_320.563.mp4", "video_v1_0": "videos/7ff47747fcc193fb06bf881b172ef764b2f4b56397aaee8ccd857be719571ca3.mp4", "license": "CC-BY-NC-4.0"}
{"item_id": "S-EMBER_9383", "benchmark": "S-EMBER", "capability_group": "spatial_physical", "capability_group_label": "Spatial / physical", "fine_category": "spatial_relation", "question": "Which clothing item is between the pink sweater and the cream-colored two-piece set?", "options": ["A pair of white fluffy socks.", "A light green ribbed two-piece set.", "A beige sweater with a fluffy collar.", "A light blue denim jacket.", "A gray rib-knit two-piece set."], "answer": "A", "answer_idx": 0, "chance": 0.2, "video": "videos/a838d146897a2f1935e130a123b53573878b0d51f9be7b72f972a93f57d43b15.mp4", "video_id": "a838d146897a2f1935e130a123b53573878b0d51f9be7b72f972a93f57d43b15", "duration_s": 320.167, "width": 720, "height": 966, "fps": "12/1", "audio": null, "source_video": "facebook/S-EMBER::::videos/801210849238481_start_0.0_end_320.192.mp4", "video_v1_0": "videos/a838d146897a2f1935e130a123b53573878b0d51f9be7b72f972a93f57d43b15.mp4", "license": "CC-BY-NC-4.0"}
{"item_id": "MotionBench_1465", "benchmark": "MotionBench", "capability_group": "spatial_physical", "capability_group_label": "Spatial / physical", "fine_category": "spatial_relation", "question": "Does the camera move during the video?", "options": ["Yes, it pans to the left.", "Yes, it zooms in.", "Yes, it tilts upward.", "No, it remains stationary."], "answer": "C", "answer_idx": 2, "chance": 0.25, "video": "videos/454d914dc775b90b068bb26c7fd5597db9bc08ecafc6efc1cce03ec4a0788155.mp4", "video_id": "454d914dc775b90b068bb26c7fd5597db9bc08ecafc6efc1cce03ec4a0788155", "duration_s": 11.36, "width": 1280, "height": 720, "fps": "25/1", "audio": null, "source_video": "zai-org/MotionBench::::MotionBench/self-collected/RrJ6OnY5Q8dwW8i9.mp4", "video_v1_0": "videos/454d914dc775b90b068bb26c7fd5597db9bc08ecafc6efc1cce03ec4a0788155.mp4", "license": "CC-BY-NC-SA-4.0"}
{"item_id": "UrbanVideo-Bench_3940", "benchmark": "UrbanVideo-Bench", "capability_group": "spatial_physical", "capability_group_label": "Spatial / physical", "fine_category": "spatial_relation", "question": "Navigation Instruction given at initial position: [take off and move forward and turn left and go over the buildings towards the brown building. now turn right and move forward and turn back and get up and go over the buildings towards top of the brown building and get down. now turn left and move forward and go over the pond towards the red advertisement board. now turn right and go over the buildings towards the brown building. now turn right and move forward and get down reach the front off brown building near to street light and landed.]. You move according to a series of movement instructions. What are you doing now?", "options": ["I turn right and walk forward until I reach and land in front of the brown building near the streetlight.", "I go across the water.", "I turn left and fly towards the lake.", "I fly over buildings.", "I turn left and walk forward, across the pond, toward the red billboard."], "answer": "C", "answer_idx": 2, "chance": 0.2, "video": "videos/e121b201c750e0adb9925c50ef618f4085adbdde3f97542660bb1e35e94cdb88.mp4", "video_id": "e121b201c750e0adb9925c50ef618f4085adbdde3f97542660bb1e35e94cdb88", "duration_s": 180.0, "width": 512, "height": 512, "fps": "1/1", "audio": null, "source_video": "EmbodiedCity/UrbanVideo-Bench::::videos/AerialVLN_92_3L2IS5HSFJG3ZJN7CP0FVB8756KNU8_3.mp4", "video_v1_0": "videos/e121b201c750e0adb9925c50ef618f4085adbdde3f97542660bb1e35e94cdb88.mp4", "license": "MIT"}
{"item_id": "VF-Eval_1249", "benchmark": "VF-Eval", "capability_group": "spatial_physical", "capability_group_label": "Spatial / physical", "fine_category": "physics_causality", "question": "Please examine the video for any commonsense or physical violations, such as objects floating, characters passing through walls, or animals talking.", "options": ["The two shoes are stuck together.", "The soles of the shoes leave no visible impression on soft surfaces.", "The color of the shoes keeps changing every few seconds.", "The shoes appear to hover slightly above the ground."], "answer": "A", "answer_idx": 0, "chance": 0.25, "video": "videos/bb226bd7edf87527d2b5409543b63fbdfb8c0e81afddb95c8fcdae2aded61052.mp4", "video_id": "bb226bd7edf87527d2b5409543b63fbdfb8c0e81afddb95c8fcdae2aded61052", "duration_s": 8.08, "width": 512, "height": 320, "fps": "25/1", "audio": null, "source_video": "songtingyu/vf-eval::videos.zip::videos/data/video-data/T2V-turbo/data/T2V-turbo/data/T2V-turbo_99_.mp4", "video_v1_0": "videos/bb226bd7edf87527d2b5409543b63fbdfb8c0e81afddb95c8fcdae2aded61052.mp4", "license": "MIT"}
{"item_id": "ViMUL-Bench_2361", "benchmark": "ViMUL-Bench", "capability_group": "reasoning_knowledge", "capability_group_label": "Reasoning / knowledge", "fine_category": "multi_hop_reasoning", "question": "What is the person's opinion about Pakistan's talent in the video?", "options": ["Limited talent", "Growing talent", "Abundant talent", "No talent"], "answer": "D", "answer_idx": 3, "chance": 0.25, "video": "videos/1dc85d89f74aae82775b66ed4934ac436e28297677e096fc0df95f9c6c5bf013.mp4", "video_id": "1dc85d89f74aae82775b66ed4934ac436e28297677e096fc0df95f9c6c5bf013", "duration_s": 228.856, "width": 640, "height": 360, "fps": "25/1", "audio": {"codec": "aac", "sample_rate": "44100", "channels": 2}, "source_video": "MBZUAI/ViMUL-Bench::videos.zip::vid_336.mp4", "video_v1_0": "videos/1dc85d89f74aae82775b66ed4934ac436e28297677e096fc0df95f9c6c5bf013.mp4", "license": "CC-BY-SA-4.0"}
{"item_id": "ALLVB_5354", "benchmark": "ALLVB", "capability_group": "reasoning_knowledge", "capability_group_label": "Reasoning / knowledge", "fine_category": "multi_hop_reasoning", "question": "What indicates the end of Marco's search in Rosie's cousin's apartment?", "options": ["Marco finds the files and stops searching.", "Marco tapes the vents and stops searching.", "Marco fights with Rosie and stops searching.", "Marco leaves the apartment and stops searching.", "Marco finds the surveillance tapes and stops searching."], "answer": "C", "answer_idx": 2, "chance": 0.2, "video": "videos/c637db0aafe831029bdf6c9a08c200492e4c85f0fa62e33a6519597bcf1be354.mp4", "video_id": "c637db0aafe831029bdf6c9a08c200492e4c85f0fa62e33a6519597bcf1be354", "duration_s": 7791.968, "width": 1280, "height": 714, "fps": "24000/1001", "audio": {"codec": "aac", "sample_rate": "48000", "channels": 2}, "source_video": "ALLVB/ALLVB::::test_set_movie/The Manchurian Candidate (2004)/The Manchurian Candidate (2004).mp4", "video_v1_0": "videos/c637db0aafe831029bdf6c9a08c200492e4c85f0fa62e33a6519597bcf1be354.mp4", "license": "CC-BY-NC-SA-4.0"}
{"item_id": "VideoEspresso_226", "benchmark": "VideoEspresso", "capability_group": "reasoning_knowledge", "capability_group_label": "Reasoning / knowledge", "fine_category": "multi_hop_reasoning", "question": "Analyze the sequence of events from the perspective of the rabbits' expectations and reality. How did their initial curiosity transform into their concluding feelings?", "options": ["The rabbits were initially curious about the machine, anticipating an outcome that matched their hopes for something extraordinary. When faced with the machine producing only ordinary tennis balls, they felt a mix of confusion and subdued interest, leading to a neutral conclusion to their day.", "The rabbits' curiosity turned to joy when an unexpected cascade of tennis balls filled the air, creating a playful and jubilant atmosphere. This surprising event far exceeded their expectations, leaving them delighted and fulfilled as they fondly recounted the experience.", "The rabbits were curious about the machine, assuming it might provide a unique source of entertainment or even a new type of food. When the machine produced only mundane tennis balls, they felt a lingering sense of disappointment and a lackluster end to their day.", "Initially curious yet uncertain, the rabbits watched the machine intently. Its production of ordinary tennis balls and failure to create anything remarkable left them disheartened, transforming their initial excitement into a quiet sense of disappointment and dissatisfaction."], "answer": "B", "answer_idx": 1, "chance": 0.25, "video": "videos/8e244f1784b115a5b85c99c8472e7c7a5d08d00b1cd8357fb6ca45657f38fbda.mp4", "video_id": "8e244f1784b115a5b85c99c8472e7c7a5d08d00b1cd8357fb6ca45657f38fbda", "duration_s": 29.0, "width": 854, "height": 480, "fps": "1/1", "audio": null, "source_video": "hshjerry0315/VideoEspresso-Test::all_video.zip::all_video/Storystream/Rabbids/000023_0_38.mp4", "video_v1_0": "videos/8e244f1784b115a5b85c99c8472e7c7a5d08d00b1cd8357fb6ca45657f38fbda.mp4", "license": "Apache-2.0"}
{"item_id": "VideoOdyssey_2669", "benchmark": "VideoOdyssey", "capability_group": "reasoning_knowledge", "capability_group_label": "Reasoning / knowledge", "fine_category": "multi_hop_reasoning", "question": "What effect does the background music in the dinner-cooking segment on the third day achieve?", "options": ["The elegant music elevates the ordinary cooking process, giving meaning to daily life.", "The elegant music creates a contrast with the cooking scenes, generating humor.", "The light and warm music focuses on the details of cooking, creating a peaceful and cozy atmosphere.", "The light and lively music highlights the cooking details, allowing the audience to feel the beauty and intensity of the cooking process."], "answer": "B", "answer_idx": 1, "chance": 0.25, "video": "videos/e45f5dca984ea7bf3a86c03326f2fca1f6c7bf662bbfb1ce4240d3842b1d57a1.mp4", "video_id": "e45f5dca984ea7bf3a86c03326f2fca1f6c7bf662bbfb1ce4240d3842b1d57a1", "duration_s": 8426.684, "width": 1280, "height": 720, "fps": "30000/1001", "audio": {"codec": "aac", "sample_rate": "44100", "channels": 2}, "source_video": "maifoundations/VideoOdyssey::::videos/BbveyQBIE7w.mp4", "video_v1_0": "videos/e45f5dca984ea7bf3a86c03326f2fca1f6c7bf662bbfb1ce4240d3842b1d57a1.mp4", "license": "CC-BY-NC-SA-4.0"}
{"item_id": "ALLVB_10848", "benchmark": "ALLVB", "capability_group": "reasoning_knowledge", "capability_group_label": "Reasoning / knowledge", "fine_category": "multi_hop_reasoning", "question": "How does the environment in the tunnel affect the characters' actions when changing the tire?", "options": ["The darkness makes it difficult to see.", "The rats running around cause panic.", "The broken glass slows down their movements.", "The noise from the infected makes them hurry.", "The narrow space restricts their movements."], "answer": "B", "answer_idx": 1, "chance": 0.2, "video": "videos/714baf87f31c27f6087ae98801402d43b555e71d6acbb81f51aa49228ec1a3d9.mp4", "video_id": "714baf87f31c27f6087ae98801402d43b555e71d6acbb81f51aa49228ec1a3d9", "duration_s": 6787.616, "width": 1280, "height": 694, "fps": "24000/1001", "audio": {"codec": "aac", "sample_rate": "48000", "channels": 2}, "source_video": "ALLVB/ALLVB::::test_set_movie/28 Days Later (2002)/28 Days Later (2002).mp4", "video_v1_0": "videos/714baf87f31c27f6087ae98801402d43b555e71d6acbb81f51aa49228ec1a3d9.mp4", "license": "CC-BY-NC-SA-4.0"}
{"item_id": "VideoOdyssey_2553", "benchmark": "VideoOdyssey", "capability_group": "reasoning_knowledge", "capability_group_label": "Reasoning / knowledge", "fine_category": "multi_hop_reasoning", "question": "Why is the man wearing a white shirt stopped and questioned at the airport?", "options": ["Because his passport appears damaged and raises suspicion.", "Because his luggage triggers an alert during the security scan.", "Because he gives inconsistent answers about his travel companions.", "Because his destination is unclear and he is carrying too little money."], "answer": "D", "answer_idx": 3, "chance": 0.25, "video": "videos/a48019734dfbcb79aa17d5ec9bd6af78177cc1fb8f22655542601edbc6d0cc13.mp4", "video_id": "a48019734dfbcb79aa17d5ec9bd6af78177cc1fb8f22655542601edbc6d0cc13", "duration_s": 3714.218, "width": 1280, "height": 720, "fps": "60/1", "audio": {"codec": "aac", "sample_rate": "44100", "channels": 2}, "source_video": "maifoundations/VideoOdyssey::::videos/EHmiFgTUvQA.mp4", "video_v1_0": "videos/a48019734dfbcb79aa17d5ec9bd6af78177cc1fb8f22655542601edbc6d0cc13.mp4", "license": "CC-BY-NC-SA-4.0"}
{"item_id": "VRU-Accident_107", "benchmark": "VRU-Accident", "capability_group": "reasoning_knowledge", "capability_group_label": "Reasoning / knowledge", "fine_category": "multi_hop_reasoning", "question": "How could this accident be prevented? Choose the correct option (A, B, C, or D) without any explanations.", "options": ["This is inevitible accident", "Passengers should remind the driver to stay focused on the road", "Bus drivers should avoid using mobile devices while driving", "Pedestrians should always use crosswalks to enhance safety"], "answer": "A", "answer_idx": 0, "chance": 0.25, "video": "videos/51fd5dae86186a3ed93c5b37e464e077e4bd0b80568dc70c8539246a2b94864d.mp4", "video_id": "51fd5dae86186a3ed93c5b37e464e077e4bd0b80568dc70c8539246a2b94864d", "duration_s": 5.75, "width": 1280, "height": 720, "fps": "20/1", "audio": null, "source_video": "VRUAccidentAnonymous/VRU-Accident::VRU_videos.zip::VRU_videos/CAP_DATA/VRU_18.mp4", "video_v1_0": "videos/51fd5dae86186a3ed93c5b37e464e077e4bd0b80568dc70c8539246a2b94864d.mp4", "license": "unknown"}
{"item_id": "VideoAds_1022", "benchmark": "VideoAds", "capability_group": "reasoning_knowledge", "capability_group_label": "Reasoning / knowledge", "fine_category": "multi_hop_reasoning", "question": "Why does the author use a lot of metaphors when introducing aspects like nature and animals?", "options": ["To highlight their beauty", "Metaphors help the author convey complex ideas or emotions in a more accessible and impactful way.", "The use of metaphors adds a layer of creativity and poetic flair to the author's writing, making it more enjoyable to read.", "The author employs metaphors to evoke a sense of wonder and curiosity in the reader, encouraging them to explore and appreciate the subject further."], "answer": "A", "answer_idx": 0, "chance": 0.25, "video": "videos/f19a57bef3c33fa48195b79087a19f09f641fe3fe9e5db67eed5df61622990a9.mp4", "video_id": "f19a57bef3c33fa48195b79087a19f09f641fe3fe9e5db67eed5df61622990a9", "duration_s": 60.047, "width": 640, "height": 360, "fps": "25/1", "audio": {"codec": "aac", "sample_rate": "44100", "channels": 2}, "source_video": "Zheyuan14/VideoAds::videoads.zip::videoads/youtube_videos/ads_o6pm5zyOUnE.mp4", "video_v1_0": "videos/f19a57bef3c33fa48195b79087a19f09f641fe3fe9e5db67eed5df61622990a9.mp4", "license": "custom"}
{"item_id": "VideoAds_425", "benchmark": "VideoAds", "capability_group": "reasoning_knowledge", "capability_group_label": "Reasoning / knowledge", "fine_category": "multi_hop_reasoning", "question": "How does the video introduce the company?", "options": ["The video introduces the company by showcasing a man driving a car with a dog in the back seat, emphasizing the company's commitment to pet safety and comfort.", "The video introduces the company by displaying a man talking on the phone, highlighting the company's focus on communication and customer service.", "The video introduces the company by showing the responsibilities their staff have.", "The video introduces the company by displaying a man looking at his phone, emphasizing the company's use of technology to provide services and information to customers."], "answer": "C", "answer_idx": 2, "chance": 0.25, "video": "videos/7fcb21a2b1931e58f0acfd1ac82b189f035f300be4e31059ee8245bbfb0a95e0.mp4", "video_id": "7fcb21a2b1931e58f0acfd1ac82b189f035f300be4e31059ee8245bbfb0a95e0", "duration_s": 60.117, "width": 640, "height": 360, "fps": "24000/1001", "audio": {"codec": "aac", "sample_rate": "48000", "channels": 2}, "source_video": "Zheyuan14/VideoAds::videoads.zip::videoads/youtube_videos/ads_ET_nQ6R7jFo.mp4", "video_v1_0": "videos/7fcb21a2b1931e58f0acfd1ac82b189f035f300be4e31059ee8245bbfb0a95e0.mp4", "license": "custom"}
{"item_id": "Video-Holmes_3187", "benchmark": "Video-Holmes", "capability_group": "reasoning_knowledge", "capability_group_label": "Reasoning / knowledge", "fine_category": "multi_hop_reasoning", "question": "What psychological state does the hero's repeated squeezing of the mop when he mops the floor again at 2:23 reflect?", "options": ["Attempt to eliminate evidence of a crime", "Compulsive repetitive behavior", "Cover the residual bloodstains on the ground", "Relieve work pressure", "Vent anger", "Ensure that the ground is completely dry."], "answer": "F", "answer_idx": 5, "chance": 0.16666666666666666, "video": "videos/71044965ccee10ba343230849fcdabd666d1081f6f2dbee5ebc0d20b00f568ab.mp4", "video_id": "71044965ccee10ba343230849fcdabd666d1081f6f2dbee5ebc0d20b00f568ab", "duration_s": 176.402, "width": 640, "height": 272, "fps": "24/1", "audio": {"codec": "aac", "sample_rate": "44100", "channels": 2}, "source_video": "TencentARC/Video-Holmes::videos.zip::videos_cropped/Xhn6AnCOtMI.mp4", "video_v1_0": "videos/71044965ccee10ba343230849fcdabd666d1081f6f2dbee5ebc0d20b00f568ab.mp4", "license": "Apache-2.0"}
{"item_id": "Video-Holmes_1700", "benchmark": "Video-Holmes", "capability_group": "reasoning_knowledge", "capability_group_label": "Reasoning / knowledge", "fine_category": "multi_hop_reasoning", "question": "What does the tense expression of the black-clad goddess at 0:40 imply?", "options": ["She discovered the murderer.", "She is allergic to thunderstorms.", "She foresaw the danger.", "Sisters are timid by nature.", "She concealed the secret.", "She recognized the ghost."], "answer": "D", "answer_idx": 3, "chance": 0.16666666666666666, "video": "videos/b78bbe7a840eb9d12a1bcec43a734265d307d3b628b5ebd68fd97cd051d00d6e.mp4", "video_id": "b78bbe7a840eb9d12a1bcec43a734265d307d3b628b5ebd68fd97cd051d00d6e", "duration_s": 142.0, "width": 640, "height": 360, "fps": "1199/50", "audio": {"codec": "aac", "sample_rate": "44100", "channels": 2}, "source_video": "TencentARC/Video-Holmes::videos.zip::videos_cropped/ZHgSrPUYwmw.mp4", "video_v1_0": "videos/b78bbe7a840eb9d12a1bcec43a734265d307d3b628b5ebd68fd97cd051d00d6e.mp4", "license": "Apache-2.0"}
{"item_id": "MMVU_837", "benchmark": "MMVU", "capability_group": "reasoning_knowledge", "capability_group_label": "Reasoning / knowledge", "fine_category": "domain_knowledge", "question": "Suppose instead that the map is made of a material with non-uniform density, increasing gradually from north to south. If the same method is used without accounting for the density variation, which of the following best describes the outcome and explains why?", "options": ["The method will accurately locate the centroid because the technique accounts for mass distribution regardless of density variations.", "The method will identify the geometric center, but this point will not coincide with the true center of mass due to the non-uniform density.", "The method will fail entirely because non-uniform density prevents any single point of balance when processing the object in the shown way in the video.", "The method will inaccurately locate the center of mass because it assumes uniform density; the true center of mass shifts toward the denser southern end, and the lines drawn from the marked points will not intersect at the true center of mass.", "The centroid found will be the same as in the uniform density case since the shape hasn't changed, demonstrating that density variations don't affect the centroid location."], "answer": "A", "answer_idx": 0, "chance": 0.2, "video": "videos/4dd8ae6275e585aef646693e21c2ac511eee67e81a6bfd4f3409cfe2403bc17f.mp4", "video_id": "4dd8ae6275e585aef646693e21c2ac511eee67e81a6bfd4f3409cfe2403bc17f", "duration_s": 79.0, "width": 640, "height": 360, "fps": "30/1", "audio": null, "source_video": "lmms-eval/MMVU::videos.zip::videos/Mechanical_Engineering/30.mp4", "video_v1_0": "videos/4dd8ae6275e585aef646693e21c2ac511eee67e81a6bfd4f3409cfe2403bc17f.mp4", "license": "unknown"}
{"item_id": "StreamingBench_75", "benchmark": "StreamingBench", "capability_group": "reasoning_knowledge", "capability_group_label": "Reasoning / knowledge", "fine_category": "multi_hop_reasoning", "question": "Please describe the scene that just occurred in the video?", "options": ["The man in the gray jacket swims to shore, dripping wet and says, 'Definitely hammering on that.'.", "The man in the gray jacket and pants slowly climbs down from the tree, and the narrator says, 'I've wrestled down a fallen tree and rung myself out after torrential rain.'.", "A river appears in front of the man and the man in the gray jacket and pants tries to find another way and accidentally falls into the river as the narrator says, 'But the jungle isn't finished with me yet.'.", "A man in a gray jacket and a black backpack walks through a thick, deep forest, and the narrator says, 'I'm fighting my way through the jungle of Borneo.'."], "answer": "A", "answer_idx": 0, "chance": 0.25, "video": "videos/eb6bedaf3fbd29e890c5777846f5ede5d291cabd53c734d41983384fb819cd46.mp4", "video_id": "eb6bedaf3fbd29e890c5777846f5ede5d291cabd53c734d41983384fb819cd46", "duration_s": 653.944, "width": 1920, "height": 1080, "fps": "25/1", "audio": {"codec": "aac", "sample_rate": "44100", "channels": 2}, "source_video": "mjuicem/StreamingBench::Scene Understanding_1-25.zip::sample_16/video.mp4", "video_v1_0": "videos/eb6bedaf3fbd29e890c5777846f5ede5d291cabd53c734d41983384fb819cd46.mp4", "license": "unknown"}
{"item_id": "ALLVB_17054", "benchmark": "ALLVB", "capability_group": "reasoning_knowledge", "capability_group_label": "Reasoning / knowledge", "fine_category": "multi_hop_reasoning", "question": "What is the central conflict during the event where Roy is on the lunar shuttle?", "options": ["Passengers' fear of floating objects", "Roy's struggle to understand the flight attendant's instructions", "The neighbor's frustration with Roy's refusal to talk", "The difficulty of securing objects in zero gravity", "The lack of proper seating arrangements"], "answer": "C", "answer_idx": 2, "chance": 0.2, "video": "videos/dc82c688e797808e245ca91580a81321476ba8c83f816c166170631f03e90fbb.mp4", "video_id": "dc82c688e797808e245ca91580a81321476ba8c83f816c166170631f03e90fbb", "duration_s": 7382.458, "width": 1280, "height": 534, "fps": "24000/1001", "audio": {"codec": "aac", "sample_rate": "48000", "channels": 2}, "source_video": "ALLVB/ALLVB::::test_set_movie/Ad Astra (2019)/Ad Astra (2019).mp4", "video_v1_0": "videos/dc82c688e797808e245ca91580a81321476ba8c83f816c166170631f03e90fbb.mp4", "license": "CC-BY-NC-SA-4.0"}
{"item_id": "ALLVB_17443", "benchmark": "ALLVB", "capability_group": "reasoning_knowledge", "capability_group_label": "Reasoning / knowledge", "fine_category": "multi_hop_reasoning", "question": "What triggers Nyles to become alert while waiting at the bar?", "options": ["A loud noise", "A sudden flash of light", "A strange smell", "Someone calling his name", "A phone ringing"], "answer": "C", "answer_idx": 2, "chance": 0.2, "video": "videos/1e00f9a0f04672e87635c2e1f2f86bf0fb5c96eef0683fa8df6f18cf9c4e1889.mp4", "video_id": "1e00f9a0f04672e87635c2e1f2f86bf0fb5c96eef0683fa8df6f18cf9c4e1889", "duration_s": 5399.808, "width": 1280, "height": 714, "fps": "24/1", "audio": {"codec": "aac", "sample_rate": "48000", "channels": 2}, "source_video": "ALLVB/ALLVB::::test_set_movie/Palm Springs (2020)/Palm Springs (2020).mp4", "video_v1_0": "videos/1e00f9a0f04672e87635c2e1f2f86bf0fb5c96eef0683fa8df6f18cf9c4e1889.mp4", "license": "CC-BY-NC-SA-4.0"}
{"item_id": "Video-MME-v2_2865", "benchmark": "Video-MME-v2", "capability_group": "reasoning_knowledge", "capability_group_label": "Reasoning / knowledge", "fine_category": "multi_hop_reasoning", "question": "When the male protagonist is walking alone on a rainy street, which of the following descriptions of the scene and background music is the most accurate?", "options": ["The scene is dim and gloomy, and the background music is a halting, low-pitched piano piece; the two are semantically consistent.", "The scene is dim and gloomy, while the background music is rapid and intense; the two are semantically inconsistent.", "In the scene, the street is dim but the distant streetlights have a warm tone, and the background music is bright and uplifting; the two are semantically consistent.", "The scene is cold and oppressive, and the background music is sorrowful and slow; the two are semantically consistent.", "The scene is dim and gloomy, while the background music is bright and uplifting; the two are semantically inconsistent.", "The scene has soft tones, and the background music is flowing and bright; the two are semantically consistent.", "The scene is cold and oppressive, while the background music is soothing and gentle; the two are semantically inconsistent.", "The scene has soft tones, and the background music is soothing and gentle; the two are semantically consistent."], "answer": "G", "answer_idx": 6, "chance": 0.125, "video": "videos/f41d51cd3973c29d00d4c23e8fb692ee86d6fb609b923ece36af2bcccac53fca.mp4", "video_id": "f41d51cd3973c29d00d4c23e8fb692ee86d6fb609b923ece36af2bcccac53fca", "duration_s": 399.917, "width": 1920, "height": 1080, "fps": "25/1", "audio": {"codec": "aac", "sample_rate": "44100", "channels": 2}, "source_video": "MME-Benchmarks/Video-MME-v2::videos/036.zip::717.mp4", "video_v1_0": "videos/f41d51cd3973c29d00d4c23e8fb692ee86d6fb609b923ece36af2bcccac53fca.mp4", "license": "MIT"}
{"item_id": "Video-MME_2180", "benchmark": "Video-MME", "capability_group": "reasoning_knowledge", "capability_group_label": "Reasoning / knowledge", "fine_category": "multi_hop_reasoning", "question": "Which one is a condition for successfully applying for housing?", "options": ["Having a recommendation letter.", "Having a good rental history.", "Having an income.", "A successful person in urgent need of accommodation."], "answer": "D", "answer_idx": 3, "chance": 0.25, "video": "videos/71d34426b365f1c47e2458bbb3df1fb97ec70d54d554e25f8d4335f11827b7b0.mp4", "video_id": "71d34426b365f1c47e2458bbb3df1fb97ec70d54d554e25f8d4335f11827b7b0", "duration_s": 2602.376, "width": 1280, "height": 720, "fps": "25/1", "audio": {"codec": "aac", "sample_rate": "44100", "channels": 2}, "source_video": "lmms-eval/Video-MME::videos_chunked_19.zip::data/yk4eWjYVNYg.mp4", "video_v1_0": "videos/71d34426b365f1c47e2458bbb3df1fb97ec70d54d554e25f8d4335f11827b7b0.mp4", "license": ""}
{"item_id": "Video-Holmes_2211", "benchmark": "Video-Holmes", "capability_group": "reasoning_knowledge", "capability_group_label": "Reasoning / knowledge", "fine_category": "multi_hop_reasoning", "question": "What is the intention of the girl who bowed her head to check her clothes immediately after being bumped into by a little girl?", "options": ["Be angry because of pain", "Confirm whether there is any injury.", "Looking for lost items", "Straighten out the wrinkles in the clothes.", "Greet the little girl.", "Hide one's true identity"], "answer": "F", "answer_idx": 5, "chance": 0.16666666666666666, "video": "videos/56dfd255143be3154cf79fe84dc49b9d59c3fca524a12742879c3e0df80470e6.mp4", "video_id": "56dfd255143be3154cf79fe84dc49b9d59c3fca524a12742879c3e0df80470e6", "duration_s": 254.421, "width": 640, "height": 360, "fps": "30000/1001", "audio": {"codec": "aac", "sample_rate": "44100", "channels": 2}, "source_video": "TencentARC/Video-Holmes::videos.zip::videos_cropped/LTSXhE7bQko.mp4", "video_v1_0": "videos/56dfd255143be3154cf79fe84dc49b9d59c3fca524a12742879c3e0df80470e6.mp4", "license": "Apache-2.0"}
{"item_id": "PerceptionTest_8053", "benchmark": "PerceptionTest", "capability_group": "reasoning_knowledge", "capability_group_label": "Reasoning / knowledge", "fine_category": "multi_hop_reasoning", "question": "If the person tried to turn on the lighting device and it was not working, what was the reason for that?", "options": ["The lighting device did not work most likely because it was already unplugged at the beginning of the video.", "The device worked when the person tried to turn it on.", "The lighting device did not work because the person unplugged the device during the video."], "answer": "B", "answer_idx": 1, "chance": 0.3333333333333333, "video": "videos/b878cfffca1dd977a33ce99214382a5351bb0d540f45a84e9d3cc6f40b95a595.mp4", "video_id": "b878cfffca1dd977a33ce99214382a5351bb0d540f45a84e9d3cc6f40b95a595", "duration_s": 24.213, "width": 1920, "height": 1080, "fps": "30001/1000", "audio": {"codec": "aac", "sample_rate": "48000", "channels": 2}, "source_video": "lmms-eval/PerceptionTest_Val::videos_chunked_01.zip::videos/video_364.mp4", "video_v1_0": "videos/b878cfffca1dd977a33ce99214382a5351bb0d540f45a84e9d3cc6f40b95a595.mp4", "license": "CC-BY-4.0"}
{"item_id": "Video-MME-v2_1998", "benchmark": "Video-MME-v2", "capability_group": "reasoning_knowledge", "capability_group_label": "Reasoning / knowledge", "fine_category": "multi_hop_reasoning", "question": "What was the host's intended purpose when mimicking President Trump's remarks about \"affordability\"?", "options": ["The host satirized Trump for failing to recognize the Democratic Party's emphasis on \"affordability\" and suggested he might as well sell houses directly on Prime Day.", "The host mimicked Trump's absurd mindset of attempting to acknowledge economic hardship, coined the term \"affordability,\" and ultimately blamed \"illegal immigrants,\" thereby exaggeratingly depicting his disconnection from reality.", "The host's intended purpose in mimicking President Trump's remarks on \"affordability\" was to use exaggerated satire to question the actual feasibility of the policy and expose the stark disconnect between political rhetoric and real-world economic pressures.", "The host mimicked President Trump's remarks on \"affordability\" with exaggerated tone and phrasing to satirize potential contradictions or oversimplifications in his policy proposals, thereby encouraging the audience to think critically about the issue.", "The host criticized Trump for overemphasizing the term \"affordability,\" arguing that the president should focus on broader international policies instead.", "The host imitated Trump's absurd mindset of trying to deny economic hardship, coined the term \"affordability,\" and ultimately blamed \"illegal taxes,\" thereby exaggeratingly portraying his detachment from reality.", "The host imitated Trump's absurd mindset of attempting to deny economic hardship."], "answer": "G", "answer_idx": 6, "chance": 0.14285714285714285, "video": "videos/14a5c2b84f9ed0580b7e662d86a14b59e90728529f58a8465836f0972f221a1a.mp4", "video_id": "14a5c2b84f9ed0580b7e662d86a14b59e90728529f58a8465836f0972f221a1a", "duration_s": 631.374, "width": 1920, "height": 1080, "fps": "30000/1001", "audio": {"codec": "aac", "sample_rate": "44100", "channels": 2}, "source_video": "MME-Benchmarks/Video-MME-v2::videos/025.zip::500.mp4", "video_v1_0": "videos/14a5c2b84f9ed0580b7e662d86a14b59e90728529f58a8465836f0972f221a1a.mp4", "license": "MIT"}
{"item_id": "Video-MME-v2_1333", "benchmark": "Video-MME-v2", "capability_group": "reasoning_knowledge", "capability_group_label": "Reasoning / knowledge", "fine_category": "multi_hop_reasoning", "question": "The video shows a scene where a yellow arrow describes the body's posture. What was the purpose of this first appearance?", "options": ["To visualize the direction of resultant force or torque, making complex biomechanical concepts easier to understand.", "To show the overall alignment from head to toe, highlighting whether the posture is continuous and natural.", "The yellow arrow was initially introduced to establish a standard reference, which can later be used for visual comparison with poor posture.", "To abstract multi-joint movements into a single-direction vector, allowing beginners to quickly grasp the core intent of the movement.", "To indicate the direction of the body's primary force exertion during running.", "The yellow arrow represents the overall motion vector of the body, i.e., the direction of movement.", "To emphasize that perfect running posture can be achieved through training and the benefits of this posture.", "To visually demonstrate the path or trend of the body's center of gravity shifting during movement, helping viewers understand changes in balance and stability."], "answer": "G", "answer_idx": 6, "chance": 0.125, "video": "videos/065e5aee51f42984a5ecb525ad963046007abfae7c9ddd2202188da19f0210db.mp4", "video_id": "065e5aee51f42984a5ecb525ad963046007abfae7c9ddd2202188da19f0210db", "duration_s": 537.886, "width": 1920, "height": 1080, "fps": "24000/1001", "audio": {"codec": "aac", "sample_rate": "44100", "channels": 2}, "source_video": "MME-Benchmarks/Video-MME-v2::videos/017.zip::334.mp4", "video_v1_0": "videos/065e5aee51f42984a5ecb525ad963046007abfae7c9ddd2202188da19f0210db.mp4", "license": "MIT"}
{"item_id": "Video-MME_2411", "benchmark": "Video-MME", "capability_group": "reasoning_knowledge", "capability_group_label": "Reasoning / knowledge", "fine_category": "multi_hop_reasoning", "question": "At the end of the video, why does James Corden sing a song with tears in his eyes?", "options": ["He was reluctant to leave this job.", "He expressed his satisfaction with the hard work of his colleagues.", "He felt touched by the work he had done over the years.", "He wept with joy at the achievements of the performance."], "answer": "A", "answer_idx": 0, "chance": 0.25, "video": "videos/717a5388b092253993f033e7d9b7d24aee40a4cd538d908567faed387b6436fd.mp4", "video_id": "717a5388b092253993f033e7d9b7d24aee40a4cd538d908567faed387b6436fd", "duration_s": 2398.807, "width": 1280, "height": 720, "fps": "30000/1001", "audio": {"codec": "aac", "sample_rate": "44100", "channels": 2}, "source_video": "lmms-eval/LVBench::video_chunks/videos_chunk_014.zip::AeEYQ62t8hA.mp4", "video_v1_0": "videos/717a5388b092253993f033e7d9b7d24aee40a4cd538d908567faed387b6436fd.mp4", "license": ""}
{"item_id": "VideoEspresso_452", "benchmark": "VideoEspresso", "capability_group": "reasoning_knowledge", "capability_group_label": "Reasoning / knowledge", "fine_category": "multi_hop_reasoning", "question": "Combining evidence across multiple images, why did the Rabbids inside the vehicle experience both tumbling around and a dangerous situation?", "options": ["The Rabbids tumbled around because the vehicle skidded while trying to navigate around a sharp bend, sending them into chaos. The dangerous situation unfolded when a curious Rabbid pressed a random lever, inadvertently opening the back doors mid-motion.", "The Rabbids tumbled as the vehicle hit a dip in the road, causing disturbance. The situation turned dangerous when one of the Rabbids got distracted and leaned on a button, which resulted in the back doors swinging open abruptly.", "The Rabbids inside the vehicle were thrown around due to a sudden swerve after encountering uneven terrain. The danger escalated when a Rabbid accidentally pushed a lever, causing the back doors to unseal as the vehicle hurtled forward.", "The Rabbids tumbled because the vehicle made an unexpected sharp turn, knocking them off their balance. The situation became dangerous when a Rabbid stumbled into the controls, inadvertently activating a mechanic that unlocked the back doors during movement."], "answer": "B", "answer_idx": 1, "chance": 0.25, "video": "videos/8197d8e8b5add24cfc8f1b653431f15f4a0e2f7ba81e96bd7f2e87e2be7921b7.mp4", "video_id": "8197d8e8b5add24cfc8f1b653431f15f4a0e2f7ba81e96bd7f2e87e2be7921b7", "duration_s": 20.0, "width": 854, "height": 480, "fps": "1/1", "audio": null, "source_video": "hshjerry0315/VideoEspresso-Test::all_video.zip::all_video/Storystream/Rabbids/000042_0_17.mp4", "video_v1_0": "videos/8197d8e8b5add24cfc8f1b653431f15f4a0e2f7ba81e96bd7f2e87e2be7921b7.mp4", "license": "Apache-2.0"}
{"item_id": "Video-Holmes_2198", "benchmark": "Video-Holmes", "capability_group": "reasoning_knowledge", "capability_group_label": "Reasoning / knowledge", "fine_category": "multi_hop_reasoning", "question": "The shirt-wearing man at 0:40 said there was no shot of the yellow-clothed woman, implying what?", "options": ["The woman in yellow is in stealth mode.", "The man in the shirt is lying.", "There are visual blind spots in the swimming pool.", "The long-haired woman has hallucinations.", "Only long-haired women are targeted.", "The yellow-clad woman has not yet materialized."], "answer": "E", "answer_idx": 4, "chance": 0.16666666666666666, "video": "videos/2563faab8db439be18c89f1d257442ede027b7f63c586003117c0d21f07d102e.mp4", "video_id": "2563faab8db439be18c89f1d257442ede027b7f63c586003117c0d21f07d102e", "duration_s": 233.453, "width": 640, "height": 360, "fps": "24000/1001", "audio": {"codec": "aac", "sample_rate": "44100", "channels": 2}, "source_video": "TencentARC/Video-Holmes::videos.zip::videos_cropped/7_MJp5AbSwA.mp4", "video_v1_0": "videos/2563faab8db439be18c89f1d257442ede027b7f63c586003117c0d21f07d102e.mp4", "license": "Apache-2.0"}
{"item_id": "Video-MME-v2_2119", "benchmark": "Video-MME-v2", "capability_group": "reasoning_knowledge", "capability_group_label": "Reasoning / knowledge", "fine_category": "multi_hop_reasoning", "question": "When the cheers of the crowd died down, what was the man saying?", "options": ["He is expressing gratitude for the results of the challenge.", "He expressed pride and thanked the people around him for their support.", "He is complaining that there was too much food in the challenge.", "He is marveling at how many people there are.", "He is praising the taste of the food.", "When the cheers finally died down, the man thanked the photographer and the rest of the team for their support.", "He is asking what the next challenge is.", "He is asking the photographer if the challenge was successful."], "answer": "D", "answer_idx": 3, "chance": 0.125, "video": "videos/7facdba6c626bb36686e17269b6c9f14185948b2fb0b503db4f2cf9d035c0be8.mp4", "video_id": "7facdba6c626bb36686e17269b6c9f14185948b2fb0b503db4f2cf9d035c0be8", "duration_s": 721.583, "width": 1920, "height": 1080, "fps": "25/1", "audio": {"codec": "aac", "sample_rate": "44100", "channels": 2}, "source_video": "MME-Benchmarks/Video-MME-v2::videos/027.zip::530.mp4", "video_v1_0": "videos/7facdba6c626bb36686e17269b6c9f14185948b2fb0b503db4f2cf9d035c0be8.mp4", "license": "MIT"}
{"item_id": "ALLVB_20839", "benchmark": "ALLVB", "capability_group": "reasoning_knowledge", "capability_group_label": "Reasoning / knowledge", "fine_category": "multi_hop_reasoning", "question": "What immediate consequence follows Bloom's confession to Penelope about the con?", "options": ["Penelope leaves Bloom", "Stephen gets angry at Bloom", "Penelope decides to stay with Bloom", "Bloom and Stephen start fighting", "Penelope detonates her mansion"], "answer": "D", "answer_idx": 3, "chance": 0.2, "video": "videos/03d35a2b2c69c6d73443de022f830139272469d81e1839b1826a2927ee62156c.mp4", "video_id": "03d35a2b2c69c6d73443de022f830139272469d81e1839b1826a2927ee62156c", "duration_s": 6820.897, "width": 1280, "height": 528, "fps": "24000/1001", "audio": {"codec": "aac", "sample_rate": "48000", "channels": 2}, "source_video": "ALLVB/ALLVB::::test_set_movie/The Brothers Bloom (2008)/The Brothers Bloom (2008).mp4", "video_v1_0": "videos/03d35a2b2c69c6d73443de022f830139272469d81e1839b1826a2927ee62156c.mp4", "license": "CC-BY-NC-SA-4.0"}
{"item_id": "Video-MME-v2_987", "benchmark": "Video-MME-v2", "capability_group": "reasoning_knowledge", "capability_group_label": "Reasoning / knowledge", "fine_category": "multi_hop_reasoning", "question": "Considering the entire life journey of this acorn in the video, what is the fundamental reason for all its key actions?", "options": ["Curiosity and the desire to explore the vast world.", "A strong awareness of protecting its territory from infringement.", "Innate loneliness and a desire for companionship.", "It merely passively responds to a series of randomly occurring external events.", "Its continuous anger and dissatisfaction with the surrounding environment and creatures.", "An instinct to survive in fierce competition.", "An ambition to continuously pursue greater height, greater strength, and become a king.", "All its actions are natural reactions to seasonal changes."], "answer": "E", "answer_idx": 4, "chance": 0.125, "video": "videos/ce4a11482fa5fbb7e22a747af55c7e918efa8b2dca02a24f3d59382a72f56c78.mp4", "video_id": "ce4a11482fa5fbb7e22a747af55c7e918efa8b2dca02a24f3d59382a72f56c78", "duration_s": 566.799, "width": 2534, "height": 1080, "fps": "30/1", "audio": {"codec": "aac", "sample_rate": "44100", "channels": 2}, "source_video": "MME-Benchmarks/Video-MME-v2::videos/013.zip::247.mp4", "video_v1_0": "videos/ce4a11482fa5fbb7e22a747af55c7e918efa8b2dca02a24f3d59382a72f56c78.mp4", "license": "MIT"}
{"item_id": "Video-MME-v2_281", "benchmark": "Video-MME-v2", "capability_group": "reasoning_knowledge", "capability_group_label": "Reasoning / knowledge", "fine_category": "multi_hop_reasoning", "question": "When Roy tried to keep Kate from leaving and kissed her, why did she reject him and say, \"I hate you\"?", "options": ["Kate felt that Roy didn't truly love her.", "Kate couldn't get Roy's money and lashed out at him in anger and resentment.", "Kate wanted to use rejection as a way to provoke Roy into holding onto her even more.", "Kate was only pretending to hate him.", "Kate only wanted Roy's money and couldn't face him anymore.", "Kate felt that Roy was still using her.", "Kate had already decided she wanted to leave Roy.", "Kate had had enough of living with Roy."], "answer": "D", "answer_idx": 3, "chance": 0.125, "video": "videos/832eea96f3a044d199bc5dbb388f24b91a4933dfc25c7578ca4106faedf399d9.mp4", "video_id": "832eea96f3a044d199bc5dbb388f24b91a4933dfc25c7578ca4106faedf399d9", "duration_s": 1031.384, "width": 1920, "height": 1080, "fps": "25/1", "audio": {"codec": "aac", "sample_rate": "44100", "channels": 2}, "source_video": "MME-Benchmarks/Video-MME-v2::videos/004.zip::071.mp4", "video_v1_0": "videos/832eea96f3a044d199bc5dbb388f24b91a4933dfc25c7578ca4106faedf399d9.mp4", "license": "MIT"}
{"item_id": "Video-Holmes_1969", "benchmark": "Video-Holmes", "capability_group": "reasoning_knowledge", "capability_group_label": "Reasoning / knowledge", "fine_category": "multi_hop_reasoning", "question": "What is the fundamental reason that ultimately leads to a man's death?", "options": ["Sudden heart attack", "Induction light leakage", "Clown attacks with a knife", "excessive shock", "Supernatural forces erode", "Telephone signal interference"], "answer": "E", "answer_idx": 4, "chance": 0.16666666666666666, "video": "videos/98033b00e38a857cd5b5657b7925268180a49d2a1074b7b28cc4461b13d7c0d2.mp4", "video_id": "98033b00e38a857cd5b5657b7925268180a49d2a1074b7b28cc4461b13d7c0d2", "duration_s": 166.301, "width": 640, "height": 360, "fps": "30/1", "audio": {"codec": "aac", "sample_rate": "44100", "channels": 2}, "source_video": "TencentARC/Video-Holmes::videos.zip::videos_cropped/a9inCwJzrVg.mp4", "video_v1_0": "videos/98033b00e38a857cd5b5657b7925268180a49d2a1074b7b28cc4461b13d7c0d2.mp4", "license": "Apache-2.0"}
{"item_id": "ALLVB_19237", "benchmark": "ALLVB", "capability_group": "reasoning_knowledge", "capability_group_label": "Reasoning / knowledge", "fine_category": "multi_hop_reasoning", "question": "In the scene where Juan and Paula confront each other by the car, what is the main topic of their conversation?", "options": ["Paula's drug use", "Juan's criminal activities", "Little's upbringing", "Paula's relationship with the longshoreman", "Juan's past"], "answer": "C", "answer_idx": 2, "chance": 0.2, "video": "videos/f90fda1bf0f76b13ac8f4dfd470121c8b74b78d74fe45ddcab208aa801848da5.mp4", "video_id": "f90fda1bf0f76b13ac8f4dfd470121c8b74b78d74fe45ddcab208aa801848da5", "duration_s": 6656.693, "width": 1280, "height": 534, "fps": "24000/1001", "audio": {"codec": "aac", "sample_rate": "48000", "channels": 2}, "source_video": "ALLVB/ALLVB::::test_set_movie/Moonlight (2016)/Moonlight (2016).mp4", "video_v1_0": "videos/f90fda1bf0f76b13ac8f4dfd470121c8b74b78d74fe45ddcab208aa801848da5.mp4", "license": "CC-BY-NC-SA-4.0"}
{"item_id": "Video-MME-v2_2765", "benchmark": "Video-MME-v2", "capability_group": "reasoning_knowledge", "capability_group_label": "Reasoning / knowledge", "fine_category": "multi_hop_reasoning", "question": "What is the speaker's attitude toward the woman in a wheelchair in the sentence \"If that room isn't suitable for her, we can't put her in a room that's not fully accessible\"?", "options": ["Caring about the woman in a wheelchair and wanting to find a better room for her.", "Upset with the woman in a wheelchair testing the staff.", "Suggesting the woman adapt to the room conditions herself.", "Concerned that the lack of accessible features may inconvenience the woman in a wheelchair.", "Impatient about the potential inconvenience caused by the woman in a wheelchair.", "Appearing concerned about the woman in the wheelchair's needs, but actually trying to make things difficult for the subordinate.", "Believing the woman in a wheelchair doesn't need special accommodations.", "Thinking the woman's room request is unreasonable."], "answer": "E", "answer_idx": 4, "chance": 0.125, "video": "videos/9c71851d9f0483d8d360ef49c724c4665b3ada03277bbb754d97165c03eb82db.mp4", "video_id": "9c71851d9f0483d8d360ef49c724c4665b3ada03277bbb754d97165c03eb82db", "duration_s": 781.05, "width": 1920, "height": 1080, "fps": "24000/1001", "audio": {"codec": "aac", "sample_rate": "44100", "channels": 2}, "source_video": "MME-Benchmarks/Video-MME-v2::videos/035.zip::692.mp4", "video_v1_0": "videos/9c71851d9f0483d8d360ef49c724c4665b3ada03277bbb754d97165c03eb82db.mp4", "license": "MIT"}
{"item_id": "AoTBench_4601", "benchmark": "AoTBench", "capability_group": "reasoning_knowledge", "capability_group_label": "Reasoning / knowledge", "fine_category": "multi_hop_reasoning", "question": "Which caption best describes this video?", "options": ["A girl with long hair and dark glasses put her hands and head out of the car window and looked happily at the beautiful scenery.", "The car was driving in reverse, and the beautiful handlebars and head in dark glasses were sticking out of the window, looking happily at the scenery."], "answer": "B", "answer_idx": 1, "chance": 0.5, "video": "videos/011d9f1ff0f6e75a357e463422117e9ba323d6f103a60ab1bcd75933a5acc14d.mp4", "video_id": "011d9f1ff0f6e75a357e463422117e9ba323d6f103a60ab1bcd75933a5acc14d", "duration_s": 24.024, "width": 596, "height": 336, "fps": "30000/1001", "audio": null, "source_video": "sherryxzh/AoTBench::videos.zip::videos/RTime/clip-1006574962-happy-girl-sunglasses-leaning-out-car-window_reverse.mp4", "video_v1_0": "videos/011d9f1ff0f6e75a357e463422117e9ba323d6f103a60ab1bcd75933a5acc14d.mp4", "license": "unknown"}
{"item_id": "ALLVB_19787", "benchmark": "ALLVB", "capability_group": "reasoning_knowledge", "capability_group_label": "Reasoning / knowledge", "fine_category": "multi_hop_reasoning", "question": "What is the outcome of Bing Bong tipping over the set wall?", "options": ["The dream becomes more chaotic.", "Riley wakes up immediately.", "The classroom set is destroyed.", "Security is called to the set.", "The dream director praises Bing Bong."], "answer": "D", "answer_idx": 3, "chance": 0.2, "video": "videos/c98bea546f04e90af80b110129550f1f38db8d1c9930cb01085c14ba83eff1a4.mp4", "video_id": "c98bea546f04e90af80b110129550f1f38db8d1c9930cb01085c14ba83eff1a4", "duration_s": 5677.909, "width": 1280, "height": 720, "fps": "24000/1001", "audio": {"codec": "aac", "sample_rate": "48000", "channels": 2}, "source_video": "ALLVB/ALLVB::::test_set_movie/Inside Out (2015)/Inside Out (2015).mp4", "video_v1_0": "videos/c98bea546f04e90af80b110129550f1f38db8d1c9930cb01085c14ba83eff1a4.mp4", "license": "CC-BY-NC-SA-4.0"}
{"item_id": "Video-Holmes_3068", "benchmark": "Video-Holmes", "capability_group": "reasoning_knowledge", "capability_group_label": "Reasoning / knowledge", "fine_category": "multi_hop_reasoning", "question": "What is the reason that large organisms can eventually enter a completely sealed basement?", "options": ["There is a hidden passage in the basement.", "men's mental hallucination", "Organism size reduction", "Time loop vulnerability", "biological teleportation ability", "The man takes the initiative to open the door."], "answer": "E", "answer_idx": 4, "chance": 0.16666666666666666, "video": "videos/c20314ab12b79c68f6a462b6637edabccde3e7e7a7dd1374c44087d95da65ab9.mp4", "video_id": "c20314ab12b79c68f6a462b6637edabccde3e7e7a7dd1374c44087d95da65ab9", "duration_s": 135.512, "width": 640, "height": 360, "fps": "24/1", "audio": {"codec": "aac", "sample_rate": "44100", "channels": 2}, "source_video": "TencentARC/Video-Holmes::videos.zip::videos_cropped/lE4FYO-_QJ8.mp4", "video_v1_0": "videos/c20314ab12b79c68f6a462b6637edabccde3e7e7a7dd1374c44087d95da65ab9.mp4", "license": "Apache-2.0"}
{"item_id": "GUI-World_1434", "benchmark": "GUI-World", "capability_group": "reasoning_knowledge", "capability_group_label": "Reasoning / knowledge", "fine_category": "multi_hop_reasoning", "question": "What can we infer about the function of the magnifying glass icon in the mobile GUI?", "options": ["It opens a search function when tapped.", "It is purely decorative and serves no function.", "It indicates the phone is on a call.", "It is a button to access the phone's camera."], "answer": "B", "answer_idx": 1, "chance": 0.25, "video": "videos/e9e6fac785d57952ccb7fd102d16670a65180e517e0b995729d12c1c20072f69.mp4", "video_id": "e9e6fac785d57952ccb7fd102d16670a65180e517e0b995729d12c1c20072f69", "duration_s": 1.905, "width": 280, "height": 500, "fps": "189/40", "audio": null, "source_video": "ONE-Lab/GUI-World::::android/382.mp4", "video_v1_0": "videos/e9e6fac785d57952ccb7fd102d16670a65180e517e0b995729d12c1c20072f69.mp4", "license": "unknown"}
{"item_id": "Video-Holmes_1762", "benchmark": "Video-Holmes", "capability_group": "reasoning_knowledge", "capability_group_label": "Reasoning / knowledge", "fine_category": "multi_hop_reasoning", "question": "What is the intention of the white-clad man near the door smiling after firing a follow-up shot at 00:16?", "options": ["Cover up criminal evidence", "Enjoy the thrill of killing.", "Relieve one's own tension", "Deter the personnel present.", "Consolidate cooperative relationships", "Express the pleasure of revenge"], "answer": "E", "answer_idx": 4, "chance": 0.16666666666666666, "video": "videos/0aea1ebd9ee39d9b53d90abe0137038b0385f0050ff00d1a104d8c10708313c9.mp4", "video_id": "0aea1ebd9ee39d9b53d90abe0137038b0385f0050ff00d1a104d8c10708313c9", "duration_s": 142.009, "width": 640, "height": 360, "fps": "2997/100", "audio": {"codec": "aac", "sample_rate": "44100", "channels": 2}, "source_video": "TencentARC/Video-Holmes::videos.zip::videos_cropped/d3X-6Rmryh4.mp4", "video_v1_0": "videos/0aea1ebd9ee39d9b53d90abe0137038b0385f0050ff00d1a104d8c10708313c9.mp4", "license": "Apache-2.0"}
{"item_id": "GUI-World_1882", "benchmark": "GUI-World", "capability_group": "reasoning_knowledge", "capability_group_label": "Reasoning / knowledge", "fine_category": "multi_hop_reasoning", "question": "Based on the content in the video, what feature does Kelingking Beach have that makes it unique?", "options": ["Ample parking space", "Hot springs", "A seaplane tour", "Hidden gems"], "answer": "A", "answer_idx": 0, "chance": 0.25, "video": "videos/78fdf57df71c9cf3ade58dd99ade230dbb46bb4aa8ddb3fd1d0d3c55524ea44b.mp4", "video_id": "78fdf57df71c9cf3ade58dd99ade230dbb46bb4aa8ddb3fd1d0d3c55524ea44b", "duration_s": 72.5, "width": 4096, "height": 2304, "fps": "20292000/434147", "audio": {"codec": "aac", "sample_rate": "44100", "channels": 8}, "source_video": "ONE-Lab/GUI-World::::multi/49.mp4", "video_v1_0": "videos/78fdf57df71c9cf3ade58dd99ade230dbb46bb4aa8ddb3fd1d0d3c55524ea44b.mp4", "license": "unknown"}