{"item_id": "FineBench_2153", "benchmark": "FineBench", "question": "At 8 seconds into the video: What interpersonal activity is the leftmost person involved in?", "options": ["listen to (a person)", "answer phone", "watch (a person)", "talk to (e.g., self, a person, a group)"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "PERSON_INTERACTION", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 911.043467, "attack_pct": 0.9486656124951596, "license": "MIT", "selection_order": 2, "video": "videos/f02ffc3bbeba1d2b7e0e2bf977dd69dba52d9f6e793989f7da884965e747ccb5.mp4", "video_id": "f02ffc3bbeba1d2b7e0e2bf977dd69dba52d9f6e793989f7da884965e747ccb5"}
{"item_id": "KFS-Bench_287", "benchmark": "KFS-Bench", "question": "In the gray background, a row of soldiers wearing green uniforms is advancing along the diagonal staircase, holding guns. There is a bold white English text in the center of the screen. When the subtitle 'koreas the war was an international' appears, what shape is the figure at the bottom of the stairs?", "options": ["triangle", "square", "pentagon", "rectangle", "circle"], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "lvb/T2A", "scene_type": "ai_generated_synthetic", "duration_group": "10-30min", "duration_s": 1204.458333, "attack_pct": 0.9223973796308248, "license": "unknown", "selection_order": 16, "video": "videos/eece0729f1134ed5f0af5019f4c966d000f1807691b6ba4003e5e5900d8578b3.mp4", "video_id": "eece0729f1134ed5f0af5019f4c966d000f1807691b6ba4003e5e5900d8578b3"}
{"item_id": "KFS-Bench_495", "benchmark": "KFS-Bench", "question": "A man outdoors wearing a black hat and dressed in black clothes has his hands in his pockets, looking at a child in front of him wearing a jacket. After the subtitle mentions 'fixed during their Journey with Odo', who is the character that appears in the video?", "options": ["A child with black hair wearing a jacket", "A bald man wearing a green coat", "A woman wearing a yellow headscarf and green coat", "A man with an afro wearing black clothes", "A woman with blonde hair sitting in a wheelchair"], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "lvb/T3O", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 904.672653, "attack_pct": 0.9895120691880728, "license": "unknown", "selection_order": 18, "video": "videos/c05afa365d8335587b08fcb6e527ebdaaf2f84f53ae72b49d2619085c4c0d49f.mp4", "video_id": "c05afa365d8335587b08fcb6e527ebdaaf2f84f53ae72b49d2619085c4c0d49f"}
{"item_id": "OVO-S-Bench_44", "benchmark": "OVO-S-Bench", "question": "(Question asked at 246.9 s into the video; 'current' refers to that moment.) In the current view, which is closer to the camera, the tree right in front of the current view or the people in the courtyard?", "options": ["The tree right in front of the current view is closer to the camera.", "The people in the courtyard are closer to the camera."], "answer": "B", "answer_idx": 1, "n_options": 2, "chance": 0.5, "capability": "spatial", "task_class": "1.1.3", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 811.998698, "attack_pct": 0.1433135407254421, "license": "unknown", "selection_order": 20, "video": "videos/c77b269ba1772dfe33442771aa061456176da76907520ddca1b5737cae2aac66.mp4", "video_id": "c77b269ba1772dfe33442771aa061456176da76907520ddca1b5737cae2aac66"}
{"item_id": "OVO-S-Bench_268", "benchmark": "OVO-S-Bench", "question": "(Question asked at 42.6 s into the video; 'current' refers to that moment.) In the current moment, is the person descending from a jump or jumping upward?", "options": ["The person is descending from a jump.", "The person is jumping upward."], "answer": "B", "answer_idx": 1, "n_options": 2, "chance": 0.5, "capability": "grounding", "task_class": "1.3.5", "scene_type": "industrial_construction_manufacturing", "duration_group": "10-30min", "duration_s": 728.133333, "attack_pct": 0.2475393700787401, "license": "unknown", "selection_order": 21, "video": "videos/d8aef5791d0d1d73c95ea477a34e3f328ecd30eb15d3492378977200f12b13bc.mp4", "video_id": "d8aef5791d0d1d73c95ea477a34e3f328ecd30eb15d3492378977200f12b13bc"}
{"item_id": "OVO-S-Bench_1343", "benchmark": "OVO-S-Bench", "question": "(Question asked at 287.6 s into the video; 'current' refers to that moment.) Without passing through Meadow, which option best describes whether Bench is reachable from Home based on the observed layout?", "options": ["Not reachable without passing through Meadow.", "Reachable via Home -> Street -> Bench", "A route without passing through Meadow cannot be confirmed from the observed layout.", "Reachable via Home -> Street -> Path B -> Bench"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "3.3.3", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1133.5, "attack_pct": 0.907238285788047, "license": "unknown", "selection_order": 22, "video": "videos/69db09abb0e8b858bce36b4e111857104e2f03e56d1b53ee732c34bb3c25909f.mp4", "video_id": "69db09abb0e8b858bce36b4e111857104e2f03e56d1b53ee732c34bb3c25909f"}
{"item_id": "V2P-Bench_161", "benchmark": "V2P-Bench", "question": "What are the two men doing at 35:40?", "options": ["Quarraling", "Jumping", "Joking", "Swimming"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "8", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2415.96, "attack_pct": 0.7777607460952627, "license": "CC-BY-NC-4.0", "selection_order": 26, "video": "videos/6a07aab3bcf1938c69182ac2b7184a142a516871557da57823f290e126cafea4.mp4", "video_id": "6a07aab3bcf1938c69182ac2b7184a142a516871557da57823f290e126cafea4"}
{"item_id": "HLV-1K_2671", "benchmark": "HLV-1K", "question": "What activity is the pig character engaged in during the event from 1322.0 to 1389.0 seconds?", "options": ["Driving the bus.", "Skiing.", "Standing in front of the bus.", "Playing in the snow."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "action-understanding", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 3258.618776, "attack_pct": 0.447148896346973, "license": "MIT", "selection_order": 48, "video": "videos/2d4dd46087b7de7e2b7365e207ed2d1d4b37666c03a73910b17f57499dfecd30.mp4", "video_id": "2d4dd46087b7de7e2b7365e207ed2d1d4b37666c03a73910b17f57499dfecd30"}
{"item_id": "OVO-S-Bench_523", "benchmark": "OVO-S-Bench", "question": "(Question asked at 202.1 s into the video; 'current' refers to that moment.) At the current moment, has this object appeared earlier in the video?", "options": ["New or not previously seen", "Previously seen / revisited"], "answer": "B", "answer_idx": 1, "n_options": 2, "chance": 0.5, "capability": "grounding", "task_class": "2.1.1", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 3013.787696, "attack_pct": 0.7974699883825997, "license": "unknown", "selection_order": 51, "video": "videos/21fa3e89af9d4d0eaf47d9998dc242d0ff330b060ed6b1269a86b31dce6129ed.mp4", "video_id": "21fa3e89af9d4d0eaf47d9998dc242d0ff330b060ed6b1269a86b31dce6129ed"}
{"item_id": "OVO-S-Bench_1177", "benchmark": "OVO-S-Bench", "question": "(Question asked at 532.7 s into the video; 'current' refers to that moment.) In the current configuration, if the left table lamp were translated only to the left, would it make contact with the wall?", "options": ["No, it would not make contact.", "Yes, it would make contact."], "answer": "B", "answer_idx": 1, "n_options": 2, "chance": 0.5, "capability": "spatial", "task_class": "3.1.2", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1308.0, "attack_pct": 0.3788563314831548, "license": "unknown", "selection_order": 52, "video": "videos/471777976b29d2e762e29a0db30359a3303ad52182c118f0201f447a7512a3e1.mp4", "video_id": "471777976b29d2e762e29a0db30359a3303ad52182c118f0201f447a7512a3e1"}
{"item_id": "OVO-S-Bench_1293", "benchmark": "OVO-S-Bench", "question": "(Question asked at 1235.7 s into the video; 'current' refers to that moment.) From the Third Bathroom to the Fifth Bedroom, which route is the shortest or most reasonable?", "options": ["the Third Bathroom -> the Third Bedroom -> Stairs -> the Fifth Bedroom", "the Third Bathroom -> the Third Bedroom -> the Fifth Bedroom", "the Third Bathroom -> Dining Room -> the Fifth Bedroom", "the Third Bathroom -> the Sixth Bedroom -> the Fifth Bedroom"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "3.3.1", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1264.0, "attack_pct": 0.9175325932619078, "license": "unknown", "selection_order": 53, "video": "videos/ea94b80b7382b056cf988e081b0c4c7878f822266a3f1f480af53bbcb9af478e.mp4", "video_id": "ea94b80b7382b056cf988e081b0c4c7878f822266a3f1f480af53bbcb9af478e"}
{"item_id": "FineBench_10835", "benchmark": "FineBench", "question": "At 7 seconds into the video: How would you categorize the person's physical activity?", "options": ["crouch/kneel", "fall down", "lie/sleep", "sit"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "PERSON_MOVEMENT", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 911.0, "attack_pct": 0.8083532335097457, "license": "MIT", "selection_order": 64, "video": "videos/9230132ca24b15614b41244b62c703b91d16bfbe3f30f2701baeb50b3cf6e38e.mp4", "video_id": "9230132ca24b15614b41244b62c703b91d16bfbe3f30f2701baeb50b3cf6e38e"}
{"item_id": "HourVideo_27", "benchmark": "HourVideo", "question": "How can you get to the living room from the kitchen?", "options": ["Walk forward and turn left. Walk forward until the staircase and then turn left into the living room.", "Exit the kitchen and turn right. Walk until the end of the hallway and turn right into the living room.", "Walk forward and turn left. Walk forward and take the first entrance on the left into the living room.", "There is a door to the the living room inside the kitchen.", "There is a door to the living room inside the kitchen on the opposite side of the dining table."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "navigation/room_to_room", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 3598.054362, "attack_pct": 0.7261843294178392, "license": "Apache-2.0", "selection_order": 92, "video": "videos/b1a3248b70e6816eed4c3df6a6e8117b19d80e283c50bd63e07e089407cf70f5.mp4", "video_id": "b1a3248b70e6816eed4c3df6a6e8117b19d80e283c50bd63e07e089407cf70f5"}
{"item_id": "KFS-Bench_478", "benchmark": "KFS-Bench", "question": "In the black background, there are two screens. On the left, there is a white car passing by on a road in front of a construction building. On the right, there are two people conversing on a red carpet stage. What objects are present in this screen?", "options": ["helicopter", "green stone lion", "black car", "traffic light", "handgun"], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "lvb/S2O", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2454.919133, "attack_pct": 0.9687459661804568, "license": "unknown", "selection_order": 93, "video": "videos/d9b66794e6885efc779229d5eab1d20562d30ce2af1e309844e2c4e185a4c572.mp4", "video_id": "d9b66794e6885efc779229d5eab1d20562d30ce2af1e309844e2c4e185a4c572"}
{"item_id": "OVO-S-Bench_984", "benchmark": "OVO-S-Bench", "question": "(Question asked at 759.7 s into the video; 'current' refers to that moment.) Which option best describes the spatial arrangement of all the pillows in the current view?", "options": ["They are spread irregularly with no clear alignment.", "They form a compact pile with several pillows overlapping.", "They are arranged in a row.", "They are grouped into two separate rows."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "1.2.4", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 2515.333333, "attack_pct": 0.8249322318316767, "license": "unknown", "selection_order": 96, "video": "videos/441412cfac9ddbce23adb4db0c0e3e4eceec88e31513b9052ca01aeb37dc52dc.mp4", "video_id": "441412cfac9ddbce23adb4db0c0e3e4eceec88e31513b9052ca01aeb37dc52dc"}
{"item_id": "Video-MME_2540", "benchmark": "Video-MME", "question": "In the last model gathering, at what time does the green model in the lower left corner of the square appear in the video?", "options": ["Front of video.", "Middle of the video.", "The back end of the video.", "Not featured."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Spatial Perception", "scene_type": "music_dance_performance", "duration_group": ">30min", "duration_s": 1968.285896, "attack_pct": 0.936257583580741, "license": "unknown", "selection_order": 101, "video": "videos/90e69649eadb6a4e2771b041a7ac4b790da52547ee4a9df01a6c390c4df9089c.mp4", "video_id": "90e69649eadb6a4e2771b041a7ac4b790da52547ee4a9df01a6c390c4df9089c"}
{"item_id": "V2P-Bench_61", "benchmark": "V2P-Bench", "question": "Who is the man inside the rectangle appearing on the screen?", "options": ["Taeyang", "Seungri", "G-dragon", "T.O.P"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "10", "scene_type": "music_dance_performance", "duration_group": ">30min", "duration_s": 2169.566667, "attack_pct": 0.6324383632373822, "license": "CC-BY-NC-4.0", "selection_order": 105, "video": "videos/2a6705ede7a4612524255a4bb721707307b6fdef84150cc82365f41bed30885b.mp4", "video_id": "2a6705ede7a4612524255a4bb721707307b6fdef84150cc82365f41bed30885b"}
{"item_id": "V2P-Bench_1110", "benchmark": "V2P-Bench", "question": "How many objects identical to the circled object appear in this performance?", "options": ["1.", "2.", "3.", "4."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "6", "scene_type": "music_dance_performance", "duration_group": ">30min", "duration_s": 2016.629841, "attack_pct": 0.6671856847812057, "license": "CC-BY-NC-4.0", "selection_order": 106, "video": "videos/efc7e225aa7dac61a881fd0b8f88ab63edcdd8f531f7664488cf957ea5b849ad.mp4", "video_id": "efc7e225aa7dac61a881fd0b8f88ab63edcdd8f531f7664488cf957ea5b849ad"}
{"item_id": "ForeSeaQA_412", "benchmark": "ForeSeaQA", "question": "Was the woman in black involved in the group of people who suddenly ran away?", "options": ["She was helping to organize the group's movement.", "Yes, she was part of the crowd that ran away.", "She was not present during the event.", "No, she remained stationary and watched from a distance."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "hallucination", "task_class": "event", "scene_type": "surveillance_security_anomaly", "duration_group": "10-30min", "duration_s": 1054.756009, "attack_pct": 0.338969923841487, "license": "custom", "selection_order": 114, "video": "videos/fb7f123d2917d42d90528bb70873f390c82de30fbb11e36b5aa304058ba811f6.mp4", "video_id": "fb7f123d2917d42d90528bb70873f390c82de30fbb11e36b5aa304058ba811f6"}
{"item_id": "OVO-S-Bench_878", "benchmark": "OVO-S-Bench", "question": "(Question asked at 2716.8 s into the video; 'current' refers to that moment.) Which option was shown for a longer duration in the video: the flowers or the house?", "options": ["the flowers", "the house"], "answer": "A", "answer_idx": 0, "n_options": 2, "chance": 0.5, "capability": "grounding", "task_class": "2.3.2", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 4836.066395, "attack_pct": 0.8325480831289531, "license": "unknown", "selection_order": 116, "video": "videos/9414cc219c51ed58655f287a7b37313f9d3d5aa7f381dc5603d2bb3b7758f19a.mp4", "video_id": "9414cc219c51ed58655f287a7b37313f9d3d5aa7f381dc5603d2bb3b7758f19a"}
{"item_id": "HERBench_1168", "benchmark": "HERBench", "question": "How many times does the action-object pair 'add sugar' occur in this video?", "options": ["5", "3", "1", "4", "2"], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "Action Counting", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 1058.4, "attack_pct": 0.4264392668129598, "license": "CC-BY-NC-SA-4.0", "selection_order": 121, "video": "videos/6d6ece70cc858bc83e2dc7a262158e2d773b15eda762d0386fdc55e131fdcf6a.mp4", "video_id": "6d6ece70cc858bc83e2dc7a262158e2d773b15eda762d0386fdc55e131fdcf6a"}
{"item_id": "HourVideo_937", "benchmark": "HourVideo", "question": "Why did the camera wearer make a stop in the middle of chopping the first onion?", "options": ["To briefly wash her hinds in the sink before continuing.", "To remove pieces of peel by hand.", "To rinse off peel from the knife in the sink to make it chop smoothly.", "To dispose of peel and other waste into the trash can.", "To rinse a dirty part of the onion in the sink."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "reasoning/causal", "scene_type": "cooking_food", "duration_group": ">30min", "duration_s": 2441.568333, "attack_pct": 0.4747079514650832, "license": "Apache-2.0", "selection_order": 124, "video": "videos/e22cba792eed70bf6e0b669c875df0253a8cc6f3bbfc2a967605db00567ccc6f.mp4", "video_id": "e22cba792eed70bf6e0b669c875df0253a8cc6f3bbfc2a967605db00567ccc6f"}
{"item_id": "HourVideo_1091", "benchmark": "HourVideo", "question": "Compare and contrast the camera wearer's activities in the backyard and front yard.", "options": ["In the backyard, the camera wearer concentrated on watering plants and the garden beds, while in the front yard, the focus was on the grass, plants, and cleaning the gate.", "In the backyard, the camera wearer concentrated on watering plants and the outdoor furniture, while in the front yard, the focus was on the grass, plants, and cleaning the gate.", "In the backyard, the camera wearer concentrated on watering plants and the deck, while in the front yard, the focus was on the grass, plants, and cleaning the gate.", "In the backyard, the camera wearer concentrated on watering plants and the perimeter wall, while in the front yard, the focus was on washing the toy car.", "In the backyard, the camera wearer concentrated on watering plants and the patio, while in the front yard, the focus was on the grass, plants, and cleaning the gate."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "summarization/compare_and_contrast", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1504.566667, "attack_pct": 0.2948802762359623, "license": "Apache-2.0", "selection_order": 125, "video": "videos/112e0cb441a1c7f46f475dac072119f0c68c597f1f674c707a47364d87a79b56.mp4", "video_id": "112e0cb441a1c7f46f475dac072119f0c68c597f1f674c707a47364d87a79b56"}
{"item_id": "MMWorld_1517", "benchmark": "MMWorld", "question": "Which of these events happened first in the video?", "options": ["The character finds a weapon.", "The character fights a shield.", "The character fights a Miracle.", "The character wield a weapon."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Game", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 1246.238186, "attack_pct": 0.4192348651090745, "license": "unknown", "selection_order": 131, "video": "videos/c6cba4d8e9fddf6a1da845daea395b7c448451ab58a43bc6a2ca15d34b3c09fd.mp4", "video_id": "c6cba4d8e9fddf6a1da845daea395b7c448451ab58a43bc6a2ca15d34b3c09fd"}
{"item_id": "OVO-S-Bench_257", "benchmark": "OVO-S-Bench", "question": "(Question asked at 36.1 s into the video; 'current' refers to that moment.) At this moment in the clip, is the black cat in front moving faster, slower, or at the same speed as our camera?", "options": ["The cat is moving at the same speed as the camera.", "The cat is moving faster than the camera.", "The cat is stationary while the camera moves toward it.", "The cat is moving slower than the camera."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "1.3.4", "scene_type": "other", "duration_group": ">30min", "duration_s": 2504.550748, "attack_pct": 0.826852329934168, "license": "unknown", "selection_order": 134, "video": "videos/624f13290c1edc5a2398b3909a99c136e78f4e37315d5dfdf6c521f2ac5e68ef.mp4", "video_id": "624f13290c1edc5a2398b3909a99c136e78f4e37315d5dfdf6c521f2ac5e68ef"}
{"item_id": "StreamingBench_1227", "benchmark": "StreamingBench", "question": "How many egg clusters are visible in the pond?", "options": ["Four.", "Five.", "Nine.", "Seven."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "Counting", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 683.293605, "attack_pct": 0.4547808829224216, "license": "unknown", "selection_order": 135, "video": "videos/4f1f2685305948809531502b3d4c7052ede8969faf961f83123347fbd9ffc0c8.mp4", "video_id": "4f1f2685305948809531502b3d4c7052ede8969faf961f83123347fbd9ffc0c8"}
{"item_id": "V2P-Bench_1035", "benchmark": "V2P-Bench", "question": "According to this video, what can you do if wanting to draw the pattern in the red ellipse using only one marker pen?", "options": ["Use a ruler to create parallel lines.", "Place strips of masking tape on the paper.", "Draw a grid of evenly spaced horizontal and vertical lines.", "Bind several marker pens with adhesive tapes."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "5", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 3557.041633, "attack_pct": 0.1877339615334968, "license": "CC-BY-NC-4.0", "selection_order": 137, "video": "videos/b051a9e75681284758e32fb5d2d3f7430dee718d10c4a4433f9afb666ba9bc16.mp4", "video_id": "b051a9e75681284758e32fb5d2d3f7430dee718d10c4a4433f9afb666ba9bc16"}
{"item_id": "Video-MME_1999", "benchmark": "Video-MME", "question": "Which case is the main story about in the plot of the movie explained by the host in the video?", "options": ["Jake Tyler Brigance.", "Daniel Kaffee.", "Andy Dufresne.", "Carl Lee Haley."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Spatial Reasoning", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 1875.707937, "attack_pct": 0.346553504582419, "license": "unknown", "selection_order": 143, "video": "videos/4859174d3ce32ff6645a09f4a038bde52c264f5bf262ac77721ca855579abc12.mp4", "video_id": "4859174d3ce32ff6645a09f4a038bde52c264f5bf262ac77721ca855579abc12"}
{"item_id": "Video-MME_1255", "benchmark": "Video-MME", "question": "In which part of the video is a man wearing a red jersey interviewed?", "options": ["There is no interview with a man in red clothing.", "End of the video.", "Beginning of the video.", "Middle of the video."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Temporal Perception", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 746.010703, "attack_pct": 0.447148896346973, "license": "unknown", "selection_order": 144, "video": "videos/8bc165b42d7621f2cc190f8d1f58814374abac8f70f0e7893baf03853e7a40bf.mp4", "video_id": "8bc165b42d7621f2cc190f8d1f58814374abac8f70f0e7893baf03853e7a40bf"}
{"item_id": "HourVideo_318", "benchmark": "HourVideo", "question": "If you're at the base of the staircase, how can you retrieve the blue towel?", "options": ["Turn right and walk forward. Turn right into the kitchen, and the towel is on the cabinet door.", "Turn right, walk forward, and turn right again. Walk forward past the kitchen and go through the first door on the left into the bathroom. The towel is hanging on the towel rack.", "Turn right, walk forward, and turn right again. Walk forward past the kitchen and go through the first door on the right into the bathroom. The towel is hanging on the towel rack.", "Turn left, walk forward, and turn right again. Walk forward past the kitchen and go through the first door on the left into the bathroom. The towel is hanging on the towel rack.", "Turn right and walk forward. Turn left into the living room, and the towel is on the couch."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "navigation/object_retrieval", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1594.826333, "attack_pct": 0.0312459661804569, "license": "Apache-2.0", "selection_order": 148, "video": "videos/ead18cf5d4120fa0e966f405a5005bffe9c90bb583d0152b787350266172cfbd.mp4", "video_id": "ead18cf5d4120fa0e966f405a5005bffe9c90bb583d0152b787350266172cfbd"}
{"item_id": "VideoOdyssey_2216", "benchmark": "VideoOdyssey", "question": "Sort according to who the parcel stopped with in the first round of Pass the Parcel.", "options": ["Bingo, Pompom, Lila, Pompom", "Bingo, Pompom, Lila, Missy", "Bingo, Lila, Pompom, Missy", "Bingo, Lila, Pompom, Lila"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "AV/Temporal Ordering", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 6559.706848, "attack_pct": 0.429504969665677, "license": "CC-BY-NC-SA-4.0", "selection_order": 158, "video": "videos/8f48e864f340291cdefbf3db2eb31ae41e31b2666b6332d9c90a7e3f30fd227a.mp4", "video_id": "8f48e864f340291cdefbf3db2eb31ae41e31b2666b6332d9c90a7e3f30fd227a"}
{"item_id": "HourVideo_249", "benchmark": "HourVideo", "question": "What if the camera wearer had used a larger sprayer?", "options": ["He would finish the cleaning tasks for the pool faster.", "He would use more chemical solution for the garden tasks.", "He would finish the tasks in the garden quicker.", "He would finish the cleaning tasks in the garage quicket.", "It would be harder to maneuver and carry around the backyard."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "reasoning/counterfactual", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 3720.433333, "attack_pct": 0.1357299599845101, "license": "Apache-2.0", "selection_order": 161, "video": "videos/8674e0b7c3ae4f1e8f5de22b87d7472b81b36785affdbcde563098f77cdd2763.mp4", "video_id": "8674e0b7c3ae4f1e8f5de22b87d7472b81b36785affdbcde563098f77cdd2763"}
{"item_id": "OVO-S-Bench_187", "benchmark": "OVO-S-Bench", "question": "(Question asked at 382.3 s into the video; 'current' refers to that moment.) In the current view, what object is directly supporting the green plant?", "options": ["The countertop under the TV", "The windowsill by the tub", "The bathroom floor", "The balcony/patio area"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "1.2.3", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1050.0, "attack_pct": 0.50165386601265, "license": "unknown", "selection_order": 164, "video": "videos/97206b6c0da48c5f4ef1e10bdedfd3eda84ef5d2832a3b2f11e23e2ee00ae39a.mp4", "video_id": "97206b6c0da48c5f4ef1e10bdedfd3eda84ef5d2832a3b2f11e23e2ee00ae39a"}
{"item_id": "FineBench_7252", "benchmark": "FineBench", "question": "At 70 seconds into the video: How is the rightmost person using the object in this scene?", "options": ["jump/leap", "walk", "run/jog", "climb (e.g., a mountain)"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "OBJECT_MANIPULATION", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 911.0, "attack_pct": 0.3086356008777591, "license": "MIT", "selection_order": 171, "video": "videos/88fdd13b4967cbc266a1aef0e233d147f13b27921dbeeda3e1efc194142c767d.mp4", "video_id": "88fdd13b4967cbc266a1aef0e233d147f13b27921dbeeda3e1efc194142c767d"}
{"item_id": "HourVideo_1047", "benchmark": "HourVideo", "question": "Describe the sequence of activities the camera wearer performed related to wall repair and preparation.", "options": ["The camera wearer's sequence involved measuring and sawing materials, drilling, applying putty, and hastily removing wallpaper for wall repair.", "The camera wearer's sequence involved marking and cutting materials, hammering, applying plaster, and meticulously removing wallpaper with a steamer for wall repair.", "The camera wearer's sequence involved marking and cutting materials, drilling, applying plaster, meticulously removing wallpaper, and painting for wall repair.", "The camera wearer's sequence involved marking and cutting materials, drilling, applying plaster, and meticulously removing wallpaper for wall repair.", "The camera wearer's sequence involved marking and cutting materials, drilling, and applying plaster for wall repair."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "summarization/temporal_sequencing", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1501.566667, "attack_pct": 0.6910336259197108, "license": "Apache-2.0", "selection_order": 172, "video": "videos/d5b0416ddd98a045c395ff0ef06767cd51ff740afe0ebd32ace6118a2a1ac21a.mp4", "video_id": "d5b0416ddd98a045c395ff0ef06767cd51ff740afe0ebd32ace6118a2a1ac21a"}
{"item_id": "LongVideoBench_883", "benchmark": "LongVideoBench", "question": "In a white room with grey and white curtains, there is a woman wearing a black short-sleeved shirt who is holding something in her left hand. What action does she perform when she mentions 'I had literally no idea'?", "options": ["She extends her right middle finger and rubs something on her left eyelid", "She extends her right middle finger and rubs something on her right eyelid", "She extends her right index finger and rubs something on her left eyelid", "She extends her right index finger and rubs something on her right eyelid"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "T2E", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 961.033333, "attack_pct": 0.5363850522783012, "license": "CC-BY-NC-SA-4.0", "selection_order": 183, "video": "videos/db372fe06a1521cf02dfef17e1622752a60637075fabc65f7705edfe3b9dc6da.mp4", "video_id": "db372fe06a1521cf02dfef17e1622752a60637075fabc65f7705edfe3b9dc6da"}
{"item_id": "OVO-S-Bench_93", "benchmark": "OVO-S-Bench", "question": "(Question asked at 2840.1 s into the video; 'current' refers to that moment.) In the current frame, what is the approximate vertical height of the camera from the ground plane?", "options": ["About 1.2 m", "About 0.8 m", "About 1.6 m", "About 2 m"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "1.1.4", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 4602.93805, "attack_pct": 0.6671856847812057, "license": "unknown", "selection_order": 184, "video": "videos/aa18352bf2dd331080ad467a46a686c0e51f004664707f2c251d7e9148ae0397.mp4", "video_id": "aa18352bf2dd331080ad467a46a686c0e51f004664707f2c251d7e9148ae0397"}
{"item_id": "HLV-1K_6360", "benchmark": "HLV-1K", "question": "How does the setting change from the beginning to the end of the event from 404.0 seconds to 471.0 seconds?", "options": ["From a salon environment to a park-like setting.", "From a business establishment to a run-down alleyway.", "From a light-colored indoor setting to a trash-filled alleyway.", "From a park-like setting to a salon environment."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "scene-understanding", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 1819.237007, "attack_pct": 0.5999257777204079, "license": "MIT", "selection_order": 193, "video": "videos/717023134f3bf31c9a3b4ecea164eb1473de39a6db956857b6cb1d63258fa443.mp4", "video_id": "717023134f3bf31c9a3b4ecea164eb1473de39a6db956857b6cb1d63258fa443"}
{"item_id": "V2P-Bench_988", "benchmark": "V2P-Bench", "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, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "4", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2766.820136, "attack_pct": 0.085258809861882, "license": "CC-BY-NC-4.0", "selection_order": 194, "video": "videos/a1ad8b7d5781e071abe4102786f98ccd63c04be9933dfe4a076ed2aa7f6d750b.mp4", "video_id": "a1ad8b7d5781e071abe4102786f98ccd63c04be9933dfe4a076ed2aa7f6d750b"}
{"item_id": "LongVideoBench_641", "benchmark": "LongVideoBench", "question": "In a room with sunlight streaming through the window, decorated with many green plants, and with a shelf holding books and other items, there is a woman holding a cup. What is the color of this cup?", "options": ["green", "purple", "red", "black", "white"], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "S2A", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 1034.000667, "attack_pct": 0.5065267200206531, "license": "CC-BY-NC-SA-4.0", "selection_order": 201, "video": "videos/a23cfe59163cb312a5769d089ebad720944c156eef6649e50353bb5c381aea25.mp4", "video_id": "a23cfe59163cb312a5769d089ebad720944c156eef6649e50353bb5c381aea25"}
{"item_id": "LongVideoBench_877", "benchmark": "LongVideoBench", "question": "In front of a green wall hung with various objects, a man wearing a hat and a blue plaid shirt is sitting. Which of the following objects has appeared?", "options": ["Black license plate", "Blue floral wallpaper tiger", "White world map", "Purple ship model"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "S2O", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 1004.4034, "attack_pct": 0.2773654317800439, "license": "CC-BY-NC-SA-4.0", "selection_order": 202, "video": "videos/b3899e36b65d561e77c5089071aa8db56df23052370f6132797d74f55eb3c263.mp4", "video_id": "b3899e36b65d561e77c5089071aa8db56df23052370f6132797d74f55eb3c263"}
{"item_id": "MLVU_1827", "benchmark": "MLVU", "question": "What type of movie is this?\n(A) Comedy\n(B) Mystery\n(C) Thriller\n(D) Romance\n", "options": ["Comedy", "Mystery", "Thriller", "Romance"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "topic_reasoning", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 753.0, "attack_pct": 0.772508713050213, "license": "CC-BY-NC-SA-4.0", "selection_order": 203, "video": "videos/6844171b4e9e0fb5068a93b742c92d00a27a257b35e518b877cacff7d272166e.mp4", "video_id": "6844171b4e9e0fb5068a93b742c92d00a27a257b35e518b877cacff7d272166e"}
{"item_id": "OVO-S-Bench_150", "benchmark": "OVO-S-Bench", "question": "(Question asked at 0.0 s into the video; 'current' refers to that moment.) In the current frame, is the black sofa occluded? If so, what is occluding it?", "options": ["Yes, it is occluded by the elevator door.", "Yes, it is occluded by the glass railing.", "No, the black sofa is fully visible.", "Yes, it is occluded by the P3 signboard."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "1.2.2", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 2363.166667, "attack_pct": 0.3305553762746869, "license": "unknown", "selection_order": 205, "video": "videos/544dded37e3cf58447f46ce6c167406da0eef233d2ea92c590d211ad1f3f3395.mp4", "video_id": "544dded37e3cf58447f46ce6c167406da0eef233d2ea92c590d211ad1f3f3395"}
{"item_id": "ForeSeaQA_419", "benchmark": "ForeSeaQA", "question": "What happened immediately before the man in red passed by the woman in black?", "options": ["A man in gray entered", "The man in red leaves", "Three people entered", "The man in green left store."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal", "scene_type": "surveillance_security_anomaly", "duration_group": "10-30min", "duration_s": 1054.756009, "attack_pct": 0.662103072156964, "license": "custom", "selection_order": 212, "video": "videos/fb7f123d2917d42d90528bb70873f390c82de30fbb11e36b5aa304058ba811f6.mp4", "video_id": "fb7f123d2917d42d90528bb70873f390c82de30fbb11e36b5aa304058ba811f6"}
{"item_id": "LongVideoBench_536", "benchmark": "LongVideoBench", "question": "In the screen, there is a lady sitting on a chair. The lady is holding two children beside her. There is a child standing behind her. One boy is wearing a black coat, and the boy behind her is wearing a blue coat. The girl is wearing a red coat and a checkered skirt. In the background, there is a white glass door, and there are green plants beside it. Who is the child that the lady sitting on the chair is holding?", "options": ["The child wearing gray clothes", "The child wearing a blue coat", "The child wearing a green coat", "The child wearing a red coat", "The child wearing a checkered shirt"], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "E2O", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 1357.56, "attack_pct": 0.6445559571447012, "license": "CC-BY-NC-SA-4.0", "selection_order": 213, "video": "videos/f49d113967053f76ba4e572edd417c42d592f3c95cd64f4b144ae1dedf17c48b.mp4", "video_id": "f49d113967053f76ba4e572edd417c42d592f3c95cd64f4b144ae1dedf17c48b"}
{"item_id": "LongVideoBench_613", "benchmark": "LongVideoBench", "question": "On the far right side of the gray background, there is a picture depicting a crescent yellow moon and two black-skinned figures. Below this picture, there are white English words reading 'William H. Johnson, Street Life, Harlem, ca.' Where else has this picture on the far right appeared?", "options": ["It appeared in the upper left corner of a screen with six pictures simultaneously.", "It appeared in the lower right corner of a screen with six pictures simultaneously.", "It appeared in the upper right corner of a screen with four pictures simultaneously.", "It appeared in the lower left corner of a screen with six pictures simultaneously.", "It appeared in the upper right corner of a screen with eight pictures simultaneously."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "SOS", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 1843.233333, "attack_pct": 0.3130889376532851, "license": "CC-BY-NC-SA-4.0", "selection_order": 214, "video": "videos/97d4c79841d9cb131f65c61214d40dcff1209c569c50a661188d59e0e218d22d.mp4", "video_id": "97d4c79841d9cb131f65c61214d40dcff1209c569c50a661188d59e0e218d22d"}
{"item_id": "StreamingBench_1399", "benchmark": "StreamingBench", "question": "What might the speaker explain next?", "options": ["How to bring down the next digit.", "How to check the remainder.", "Subtract 20 from 20.", "How to estimate the quotient."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Prospective Reasoning", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 677.047438, "attack_pct": 0.2483945398218665, "license": "unknown", "selection_order": 217, "video": "videos/42bf195fd4cfc4de693b3d0456a75245867409a913c9c1440b8187ead7cfe15c.mp4", "video_id": "42bf195fd4cfc4de693b3d0456a75245867409a913c9c1440b8187ead7cfe15c"}
{"item_id": "VideoOdyssey_2112", "benchmark": "VideoOdyssey", "question": "At the moment when the video recorder starts whistling for the second time, in which direction relative to him is the coffee shop's entrance located?", "options": ["Front", "Left", "Right", "Back"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "AV/Spatial Reasoning", "scene_type": "cooking_food", "duration_group": ">30min", "duration_s": 15299.813878, "attack_pct": 0.5693494255840971, "license": "CC-BY-NC-SA-4.0", "selection_order": 227, "video": "videos/f2a16855e71cd29a675e7b885d68ae7ecc9fbf84226783a2f35a8a0993fce790.mp4", "video_id": "f2a16855e71cd29a675e7b885d68ae7ecc9fbf84226783a2f35a8a0993fce790"}
{"item_id": "LongVideoBench_581", "benchmark": "LongVideoBench", "question": "In a black background, there is a screen framed with a red line. On the screen, there's a man with short white hair and a pouting mouth. When this man appears next to the text 'THE WALL STREET JOURNAL', what change occurs to him?", "options": ["He has an additional pair of gold-framed glasses on his face", "He has an additional hat on his head", "He has an additional pair of silver-framed glasses on his face", "His hair changes to black", "He has an additional pair of sunglasses on his face"], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "SAA", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3128.8257, "attack_pct": 0.3060942945656383, "license": "CC-BY-NC-SA-4.0", "selection_order": 230, "video": "videos/fc69678c6eab223e7cc4f13d97db086f984dba08329b0f378807e658852c7f5a.mp4", "video_id": "fc69678c6eab223e7cc4f13d97db086f984dba08329b0f378807e658852c7f5a"}
{"item_id": "OVO-S-Bench_98", "benchmark": "OVO-S-Bench", "question": "(Question asked at 945.1 s into the video; 'current' refers to that moment.) From the current viewpoint, which object(s) are strictly above the cabinet?", "options": ["The hand sanitizer and the wall sign", "The hand sanitizer and the plant", "A microwave and a coffee cup", "The tissue box and the faucet"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "1.2.1", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1544.333333, "attack_pct": 0.5785868723376791, "license": "unknown", "selection_order": 232, "video": "videos/300b5cfe4be59de0961ac6c58cc1f115b86246a06ad29435a78961eba730fa3f.mp4", "video_id": "300b5cfe4be59de0961ac6c58cc1f115b86246a06ad29435a78961eba730fa3f"}
{"item_id": "OVO-S-Bench_387", "benchmark": "OVO-S-Bench", "question": "(Question asked at 58.0 s into the video; 'current' refers to that moment.) Based on the visual flow, is the camera currently yawing left, yawing right, or not rotating?", "options": ["Yawing left", "Yawing right", "Not rotating"], "answer": "B", "answer_idx": 1, "n_options": 3, "chance": 0.333333, "capability": "grounding", "task_class": "1.3.2", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 2419.666667, "attack_pct": 0.6024670840325287, "license": "unknown", "selection_order": 233, "video": "videos/df11bcf5227de6b10500b90ebb01090609e2c6f35e3ca93a84d4ca34ff1ea132.mp4", "video_id": "df11bcf5227de6b10500b90ebb01090609e2c6f35e3ca93a84d4ca34ff1ea132"}
{"item_id": "ForeSeaQA_585", "benchmark": "ForeSeaQA", "question": "How many times did a man in a dark red shirt and sand-colored pants walk between the top and bottom of the screen?", "options": ["Three times.", "Four times.", "Once.", "Two times."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "counting", "scene_type": "surveillance_security_anomaly", "duration_group": ">30min", "duration_s": 2112.852993, "attack_pct": 0.6543500709952239, "license": "custom", "selection_order": 241, "video": "videos/240463a5cb0fc86c8ca4e1332c371f3ce5525013b86bb5366b3bd0359cc6a328.mp4", "video_id": "240463a5cb0fc86c8ca4e1332c371f3ce5525013b86bb5366b3bd0359cc6a328"}
{"item_id": "OVO-S-Bench_337", "benchmark": "OVO-S-Bench", "question": "(Question asked at 312.0 s into the video; 'current' refers to that moment.) Based on the visual flow, is the camera currently translating upward, downward, leftward, rightward, forward, or backward?", "options": ["Translating upward", "Translating downward", "Translating leftward", "Translating rightward", "Translating forward", "Translating backward"], "answer": "C", "answer_idx": 2, "n_options": 6, "chance": 0.166667, "capability": "grounding", "task_class": "1.3.1", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1609.666667, "attack_pct": 0.330313347102104, "license": "unknown", "selection_order": 246, "video": "videos/cfa2203b76450f81355eeff9e60d88550153b2a3358a45beef029459153dfd57.mp4", "video_id": "cfa2203b76450f81355eeff9e60d88550153b2a3358a45beef029459153dfd57"}
{"item_id": "VCR-Bench_652", "benchmark": "VCR-Bench", "question": "In the video, after showing the \"Feedback\" page, on which page does the word \"Classification\" first appear completely in the PPT title?", "options": ["6", "7", "8", "9"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Fundamental Temporal Reasoning", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 2790.9, "attack_pct": 0.7955418226410224, "license": "unknown", "selection_order": 248, "video": "videos/515d0f59b2797c6d3ee76f0b9dfdac191f0d4e217cc79c0f71a83a2e59a94757.mp4", "video_id": "515d0f59b2797c6d3ee76f0b9dfdac191f0d4e217cc79c0f71a83a2e59a94757"}
{"item_id": "VideoOdyssey_1737", "benchmark": "VideoOdyssey", "question": "Please locate the timestamps of Ghufaira's first and last appearances in the video.", "options": ["00:02:16-01:44:56", "00:01:16-01:45:56", "00:12:16-01:34:56", "00:13:16-01:35:56"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "AV/Temporal Grounding", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 6575.635737, "attack_pct": 0.6599812830773203, "license": "CC-BY-NC-SA-4.0", "selection_order": 251, "video": "videos/3888b88bc5c2620305ac5d3087587b1961f982c429b3d3cd72319f8b27995fa4.mp4", "video_id": "3888b88bc5c2620305ac5d3087587b1961f982c429b3d3cd72319f8b27995fa4"}
{"item_id": "HERBench_917", "benchmark": "HERBench", "question": "Which of the following actions did NOT occur in the video?", "options": ["stretch out tea towel", "pick up sticker", "dry outside of saucepan", "dry citrus juicer", "unlock tong"], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "False Action Memory", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1511.366667, "attack_pct": 0.8190025171033949, "license": "CC-BY-NC-SA-4.0", "selection_order": 253, "video": "videos/d2d35483b54d4e6cfc35ff078a10d9e2dac9dcea96511feb19025bf4555b79f0.mp4", "video_id": "d2d35483b54d4e6cfc35ff078a10d9e2dac9dcea96511feb19025bf4555b79f0"}
{"item_id": "LongVideoBench_922", "benchmark": "LongVideoBench", "question": "In the bright office, there is a white and red checkered desk in the center. Behind the desk, a man with glasses is sitting while another man in black clothes is standing with his hands on his hips. There is a transparent window behind them. What did the man in black do after putting his hands on his hips?", "options": ["Clapped his hands", "Picked up a pen", "Patted his shoulder", "Touched his head", "Waved his hand"], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "E3E", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 1835.467755, "attack_pct": 0.8846650316251452, "license": "CC-BY-NC-SA-4.0", "selection_order": 255, "video": "videos/dde9cc2b5084bfe91372548a3a90fd7b57705de541a3a3626f75ca3a95d39c55.mp4", "video_id": "dde9cc2b5084bfe91372548a3a90fd7b57705de541a3a3626f75ca3a95d39c55"}
{"item_id": "VideoOdyssey_2505", "benchmark": "VideoOdyssey", "question": "In the cheese segment, what is the main conflict the video highlights about the industry?", "options": ["The lack of global trademark protection allows foreign copycats to legally undercut authentic exports.", "Modern hygiene standards and mass production are slowly eliminating traditional family-scale farms.", "Declining milk production compels processors to prioritize high-margin cheese over butter and milk powder.", "Environmental regulations are forcing farmers to drastically reduce herds"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "AV/Summarization", "scene_type": "cooking_food", "duration_group": ">30min", "duration_s": 10860.994467, "attack_pct": 0.0473651090744804, "license": "CC-BY-NC-SA-4.0", "selection_order": 260, "video": "videos/e22004bc21ec33e251e7c9accbcb96a00cedbdbf7c4c1e747f16f46c43372321.mp4", "video_id": "e22004bc21ec33e251e7c9accbcb96a00cedbdbf7c4c1e747f16f46c43372321"}
{"item_id": "LongVideo-Reason-eval_104", "benchmark": "LongVideo-Reason-eval", "question": "What is the primary intention behind the video segments featuring the two men in the car, based on the interplay between their interactions, the car models discussed, and the overlay text?", "options": ["A. To promote the Tesla Autopilot 8.0 system by demonstrating its superiority over manual driving.", "B. To review the Chevrolet Bolt’s technical specifications and compare them to gasoline-powered vehicles.", "D. To educate viewers about lithium-ion battery projects unrelated to the cars shown."], "answer": "C", "answer_idx": 2, "n_options": 3, "chance": 0.333333, "capability": "knowledge", "task_class": "goal", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 975.168435, "attack_pct": 0.0565460823544597, "license": "Apache-2.0", "selection_order": 263, "video": "videos/79ba294ca37061b06bf8223e0bfeed62c4d99cc71529a33d85a48c06a30164fe.mp4", "video_id": "79ba294ca37061b06bf8223e0bfeed62c4d99cc71529a33d85a48c06a30164fe"}
{"item_id": "VCR-Bench_602", "benchmark": "VCR-Bench", "question": "Around 2:24, what is the movement trajectory on stage of the man wearing a red hat before he leaves the stage for the first time?", "options": ["Walk onto the stage from the left side, stay on the left side of the stage, and finally exit from the right side.", "Walk onto the stage from the left side, stay on the right side of the stage, and finally exit from the left side.", "Walk onto the stage from the right side, stay on the right side of the stage, and finally exit from the right side.", "Enter the stage from the left side, stay on the left side of the stage, and finally exit from the left side."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Temporal Spatial Reasoning", "scene_type": "music_dance_performance", "duration_group": ">30min", "duration_s": 2965.536508, "attack_pct": 0.9297227959210016, "license": "unknown", "selection_order": 266, "video": "videos/a3e4334122fdcba0085642772225a09fabd155d842b94b394e1c5c95fc371e77.mp4", "video_id": "a3e4334122fdcba0085642772225a09fabd155d842b94b394e1c5c95fc371e77"}
{"item_id": "VideoOdyssey_447", "benchmark": "VideoOdyssey", "question": "Please describe what happened between 00:49:33 and 00:49:40 in the video.", "options": ["A person flipped a frying egg on the stove.", "A person added olive oil, honey, and a light brown powder to the flour.", "The flour mixing machine spun out of control, flinging flour everywhere.", "A person added warm water and salt to the flour and began mixing by hand."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "V/Captioning", "scene_type": "cooking_food", "duration_group": ">30min", "duration_s": 6568.275011, "attack_pct": 0.1497999225506647, "license": "CC-BY-NC-SA-4.0", "selection_order": 269, "video": "videos/b80dd3537ecfc5a21dafd5e086c95b6a7e56c3845e4453e64cb060e6bcdd0aba.mp4", "video_id": "b80dd3537ecfc5a21dafd5e086c95b6a7e56c3845e4453e64cb060e6bcdd0aba"}
{"item_id": "2762", "benchmark": "LVBench", "question": "What happens from 02:45-04:00?", "options": ["There is a continuous clips. The basic information about The Bahama", "There are lots of short clips. The basic information about the Montagu Beach Fish Market", "There is a continuous clips. The basic information about the Montagu Beach Fish Market", "There are lots of short clips. The basic information about The Bahama"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "summarization", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 5418.399637, "attack_pct": 0.1677020136827159, "license": "CC-BY-NC-SA-4.0", "selection_order": 270, "video": "videos/4e4ed603406d1640b8d16fef66b0017e69016d4631e59ad43b98a8f2e4c6dc77.mp4", "video_id": "4e4ed603406d1640b8d16fef66b0017e69016d4631e59ad43b98a8f2e4c6dc77"}
{"item_id": "LongVideoBench_865", "benchmark": "LongVideoBench", "question": "At the top of the screen, there are three flags, with the American flag in the middle. A person in a black suit is speaking in front of a microphone in the center. After the captions mention 'punching domo in toner mau 9 term,' what appears on the screen?", "options": ["Stars", "Sun", "Moon", "A piece of white paper", "Satellite map"], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "T3O", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 910.643067, "attack_pct": 0.2741787143410352, "license": "CC-BY-NC-SA-4.0", "selection_order": 271, "video": "videos/af3771df93a7e74d292d6e7a2ac483fb79e63d92f8bec18ee732e4bacbcf490c.mp4", "video_id": "af3771df93a7e74d292d6e7a2ac483fb79e63d92f8bec18ee732e4bacbcf490c"}
{"item_id": "OVO-S-Bench_3", "benchmark": "OVO-S-Bench", "question": "(Question asked at 24.0 s into the video; 'current' refers to that moment.) In the current moment, about how far is the red compact car parked on the right from the camera?", "options": ["About 5 meters", "About 2 meters", "About 18 meters", "About 10 meters"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "1.1.1", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1789.621029, "attack_pct": 0.7259423002452562, "license": "unknown", "selection_order": 273, "video": "videos/9cab0fc6725a9d54b6fcd6a3af3dc204bc7c64f802608dd1197bf3065ce6f8ca.mp4", "video_id": "9cab0fc6725a9d54b6fcd6a3af3dc204bc7c64f802608dd1197bf3065ce6f8ca"}
{"item_id": "UrbanVideo-Bench_59", "benchmark": "UrbanVideo-Bench", "question": "Why did you ascend slightly to better view the shop fronts?", "options": ["To decrease speed and ensure a smooth landing.", "To capture a wider view of all the shop signs for mapping purposes.", "Because you were flying too close to the traffic along the road.", "Because the presence of overhanging branches was obstructing the view.", "Because it was required to follow a specific flight path regulation."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "Causal", "scene_type": "ai_generated_synthetic", "duration_group": "10-30min", "duration_s": 703.95, "attack_pct": 0.9929327481605784, "license": "MIT", "selection_order": 276, "video": "videos/2d4efa34eafa110cbe27f2078f31268033593e5643c3677fa1452676439c1028.mp4", "video_id": "2d4efa34eafa110cbe27f2078f31268033593e5643c3677fa1452676439c1028"}
{"item_id": "VideoOdyssey_2566", "benchmark": "VideoOdyssey", "question": "Which boss or enemy does the streamer describe as \"ugly\"?", "options": ["Old Dragons of the Tree.", "Guardian Ape.", "Corrupted Monk.", "Juzou the Drunkard."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "AV/OCR", "scene_type": "video_games_software_ui", "duration_group": ">30min", "duration_s": 7152.001451, "attack_pct": 0.482186652897896, "license": "CC-BY-NC-SA-4.0", "selection_order": 279, "video": "videos/40159a040040d46eb503de9b47c08058ef5b2cbf3fee90b2fe23d6d6f4bccab9.mp4", "video_id": "40159a040040d46eb503de9b47c08058ef5b2cbf3fee90b2fe23d6d6f4bccab9"}
{"item_id": "VideoOdyssey_2635", "benchmark": "VideoOdyssey", "question": "What color is the device that the host says can swap what your left and right eyes see?", "options": ["Yellow", "Red", "Black", "Blue"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "AV/Visual Attribute Recognition", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 14087.825125, "attack_pct": 0.3471021040402736, "license": "CC-BY-NC-SA-4.0", "selection_order": 280, "video": "videos/afb710c26abcbacbfb57b2b84241574e6ae32de2742e3098cd68aa0338f3641c.mp4", "video_id": "afb710c26abcbacbfb57b2b84241574e6ae32de2742e3098cd68aa0338f3641c"}
{"item_id": "VideoOdyssey_467", "benchmark": "VideoOdyssey", "question": "What is the topic of the items created between 00:24:20 and 00:30:20 in the video?", "options": ["Cosmetics", "Kitchen", "School supplies", "Makeup bag"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "V/Summarization", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 4126.093061, "attack_pct": 0.3494175164579837, "license": "CC-BY-NC-SA-4.0", "selection_order": 281, "video": "videos/7ae9595a5993bbfa9318a9c7b72e37d490bda484ea21c8f3bff6efcdcf03509d.mp4", "video_id": "7ae9595a5993bbfa9318a9c7b72e37d490bda484ea21c8f3bff6efcdcf03509d"}
{"item_id": "LongVideoBench_685", "benchmark": "LongVideoBench", "question": "A long-haired woman wearing a white short-sleeve shirt is standing in front of a white table. On the counter behind her, there are small potted plants and kitchen utensils. The cabinet above the counter has a colorful question mark sticker on it. The tiles on the wall are hexagonal. At the center of the table, there is a blue scale. To the left of the table, there is a jar containing white seasoning, and a glass bowl is placed to the right of the scale. The glass bowl contains white ingredients and green leaves. After the subtitle 'two tablespoons of powdered sugar i am' appears, what does the woman do?", "options": ["The woman picks up a fork", "The woman lifts the glass bowl", "The woman is holding a knife and cutting a slender ingredient", "The woman picks up a white paper to look at it", "The woman is stirring the white ingredients with a whisk"], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "T3E", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 902.568333, "attack_pct": 0.2955660255582806, "license": "CC-BY-NC-SA-4.0", "selection_order": 283, "video": "videos/411a41ba247bc5b386c075afbb7d2eda7b853dc7a50945f5ef26c16abcb93c54.mp4", "video_id": "411a41ba247bc5b386c075afbb7d2eda7b853dc7a50945f5ef26c16abcb93c54"}
{"item_id": "VideoOdyssey_2283", "benchmark": "VideoOdyssey", "question": "What is the difference between the background music in the helicopter vs. mercenary convoy battle scene compared to the background music after the bus convoy enters the highway?", "options": ["The number of instruments used changes from many to few.", "The musical style shifts from intense to somber.", "The tempo changes from fast to slow.", "The overall pitch shifts from low to high."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "AV/Acoustic Attribute Recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 5698.36263, "attack_pct": 0.1131486381825222, "license": "CC-BY-NC-SA-4.0", "selection_order": 291, "video": "videos/fc09a9f1aabfd9865bb6fdd24d14a5cb392e05883c1736f4fbbb95c96af4ff98.mp4", "video_id": "fc09a9f1aabfd9865bb6fdd24d14a5cb392e05883c1736f4fbbb95c96af4ff98"}
{"item_id": "VideoOdyssey_2032", "benchmark": "VideoOdyssey", "question": "In the video, what is the first thing the second person who falls because of a trash can does after falling?", "options": ["Call Karen over to help", "Lying on the ground motionless", "Quickly getting up to look around", "Getting up and then righting the trash can"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "AV/Action Recognition", "scene_type": "surveillance_security_anomaly", "duration_group": ">30min", "duration_s": 6248.92, "attack_pct": 0.0567397056925261, "license": "CC-BY-NC-SA-4.0", "selection_order": 292, "video": "videos/676960e2d85efd1eab96503d59c27ce0399c8261e897e4c95e5dd53a123df6c0.mp4", "video_id": "676960e2d85efd1eab96503d59c27ce0399c8261e897e4c95e5dd53a123df6c0"}
{"item_id": "VideoOdyssey_846", "benchmark": "VideoOdyssey", "question": "A man wearing a dark green long-sleeve shirt and long pants is riding a motorcycle with a child seated in front of him, while a woman wearing an orange top with black-and-white stripes on the collar, cuffs, and hem sits on the back seat holding a basket of vegetables. What was their main purpose for riding the motorcycle?", "options": ["Selling vegetables", "Visiting relatives", "Catching fish", "Buying vegetables"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "V/Intentional Reasoning", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 12618.327075, "attack_pct": 0.2374790241383761, "license": "CC-BY-NC-SA-4.0", "selection_order": 293, "video": "videos/d7f6788cfa26b62e984590e9723120d3531c42f418bee44ab0baf61c6802864d.mp4", "video_id": "d7f6788cfa26b62e984590e9723120d3531c42f418bee44ab0baf61c6802864d"}
{"item_id": "VideoOdyssey_1215", "benchmark": "VideoOdyssey", "question": "Which of the following shots never appears throughout the video?", "options": ["An extreme long shot from the left-rear of the audience", "A full shot directly in front of the stage", "A full shot from the front-right of the stage", "An extreme long shot from the right-rear of the audience"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "V/Spatial Reasoning", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3889.551383, "attack_pct": 0.5352475151671615, "license": "CC-BY-NC-SA-4.0", "selection_order": 294, "video": "videos/b6a624bb601be6fa3670c8843236a74494385500c424cd4b0cbab3593af49497.mp4", "video_id": "b6a624bb601be6fa3670c8843236a74494385500c424cd4b0cbab3593af49497"}
{"item_id": "HLV-1K_487", "benchmark": "HLV-1K", "question": "Why does the yellow character with a red ribbon and antenna-like extensions appear inside the letter 'T' in the video at the beginning?", "options": ["To add animation and color to the scene.", "To introduce the character for the upcoming scenes.", "To emphasize the branding of 'TUBA'.", "To create a playful and whimsical narrative context."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "causal", "scene_type": "ai_generated_synthetic", "duration_group": ">30min", "duration_s": 2536.222766, "attack_pct": 0.2175519555957144, "license": "MIT", "selection_order": 298, "video": "videos/21b7375cdf11c77b325057e2862bc62ab10a2eaae0d6be2d3f3673ef6091ad18.mp4", "video_id": "21b7375cdf11c77b325057e2862bc62ab10a2eaae0d6be2d3f3673ef6091ad18"}
{"item_id": "HourVideo_733", "benchmark": "HourVideo", "question": "How long after the camera wearer starts painting with the brush does the camera wearer interact with their phone?", "options": ["About 10 minutes", "Approximately 6 minutes", "Roughly 15 minutes", "Over 25 minutes", "Nearly 5 minutes"], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "perception/information_retrieval/temporal_distance", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1668.433333, "attack_pct": 0.8119433329030592, "license": "Apache-2.0", "selection_order": 299, "video": "videos/6a55c948b73f1b07326b93f5286514e9ec8ef2da85f3811d46ecf09d0dc046ef.mp4", "video_id": "6a55c948b73f1b07326b93f5286514e9ec8ef2da85f3811d46ecf09d0dc046ef"}
{"item_id": "MME-VideoOCR_656", "benchmark": "MME-VideoOCR", "question": "According to the receipt from Spring Cafe, which of the following statements is correct?", "options": ["The total bill was exactly sixty dollars before tax.", "The customer ordered two Vegan Chicken Salads.", "The Hibiscus Tea cost more than the Braised Tofu Skin Bao.", "The total amount paid, including tax, was $62.64."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Robust_Video_Testing/long_video", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 1087.516689, "attack_pct": 0.2643926681295985, "license": "CC-BY-NC-4.0", "selection_order": 301, "video": "videos/eec2b264e703cba9fe6fb8f911149ef9cacc9fc653b7ce62d7aa71f092bce0bb.mp4", "video_id": "eec2b264e703cba9fe6fb8f911149ef9cacc9fc653b7ce62d7aa71f092bce0bb"}
{"item_id": "OVO-S-Bench_608", "benchmark": "OVO-S-Bench", "question": "(Question asked at 966.3 s into the video; 'current' refers to that moment.) Including the current time, how many times has the camera returned to this backyard/patio area so far?", "options": ["4", "2", "1", "3"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "2.1.2", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1473.0, "attack_pct": 0.5693494255840971, "license": "unknown", "selection_order": 320, "video": "videos/a2092866c56bfdbe5bb5a5ca3c5806d34820d82c2cdc28d9a53964f39d3621f3.mp4", "video_id": "a2092866c56bfdbe5bb5a5ca3c5806d34820d82c2cdc28d9a53964f39d3621f3"}
{"item_id": "StreamingBench_1428", "benchmark": "StreamingBench", "question": "Why does Mr. Bean hit the table with a mop?", "options": ["Because he wants to catch that cat.", "Because he is trying to kill a bug crawling on the table.", "Because he accidentally spilled something and is trying to clean it up.", "Because he is frustrated and taking out his anger on the table."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Causal Reasoning", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 607.942969, "attack_pct": 0.131680005163289, "license": "unknown", "selection_order": 321, "video": "videos/c5c9cfa564a07f873b31c070b74b7c6287f3e8855df757b3f3dd27c823787f33.mp4", "video_id": "c5c9cfa564a07f873b31c070b74b7c6287f3e8855df757b3f3dd27c823787f33"}
{"item_id": "VideoOdyssey_1725", "benchmark": "VideoOdyssey", "question": "Please find the moment when the vlogger first takes off her jacket and tell me what she is holding in her hand.", "options": ["Coffee", "Sandwich", "Ice cream", "Book"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "AV/Object Reasoning", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 5892.202812, "attack_pct": 0.4294323609139021, "license": "CC-BY-NC-SA-4.0", "selection_order": 324, "video": "videos/e43a6efd85a424350ada5755235c6d6e8ca1b91f54727ecd2293e153d71a5a91.mp4", "video_id": "e43a6efd85a424350ada5755235c6d6e8ca1b91f54727ecd2293e153d71a5a91"}
{"item_id": "HourVideo_473", "benchmark": "HourVideo", "question": "After tightening bolts in the control panel box and interacting with his team, what is the next task the camera wearer engages in at the construction site?", "options": ["The camera wearer will likely conclude his work by wiping his face and looking around the construction site.", "The camera wearer will likely conclude his work by wiping his face, talking to person A, and inspecting tools around the construction site.", "The camera wearer will likely conclude his work by wiping his face, talking to person A, looking around the construction site, and checking his watch.", "The camera wearer will likely conclude his work by wiping his face, talking to person A, and looking around the construction site.", "The camera wearer will likely conclude his work by wiping his face, talking to person A, looking around the construction site, and sketching a quick diagram."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "reasoning/predictive", "scene_type": "industrial_construction_manufacturing", "duration_group": "10-30min", "duration_s": 1792.421029, "attack_pct": 0.5644120304634052, "license": "Apache-2.0", "selection_order": 326, "video": "videos/ceb7983fabc0d6e3a25c310f915353799ce80767fd9d37543c02fe6d6720b946.mp4", "video_id": "ceb7983fabc0d6e3a25c310f915353799ce80767fd9d37543c02fe6d6720b946"}
{"item_id": "LongVideoBench_660", "benchmark": "LongVideoBench", "question": "A green transport truck is parked on the roadside, with two groups of people fighting around the car. One group is in dark green uniforms holding axes, clubs and other weapons, while the other group is wearing white hats and uniforms with armbands. The highway is lined with greenery on both sides. When the subtitle 'there have been dozens of Border' appears, what shape is the decorative pattern on the rear of the car?", "options": ["Circle", "Square", "Pentagon", "Rectangle", "Triangle"], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "T2A", "scene_type": "ai_generated_synthetic", "duration_group": "10-30min", "duration_s": 1204.458333, "attack_pct": 0.2976474764424938, "license": "CC-BY-NC-SA-4.0", "selection_order": 327, "video": "videos/eece0729f1134ed5f0af5019f4c966d000f1807691b6ba4003e5e5900d8578b3.mp4", "video_id": "eece0729f1134ed5f0af5019f4c966d000f1807691b6ba4003e5e5900d8578b3"}
{"item_id": "VideoOdyssey_1662", "benchmark": "VideoOdyssey", "question": "The video shows an astronaut wearing an orange spacesuit with the Soviet and American flags on both shoulders and back. It details the astronaut's career to explain what?", "options": ["To illustrate US-Soviet cooperative space projects during the Cold War", "To tell the story of how this astronaut became the first person in history to fly into space", "To introduce an astronaut who worked for the space programs of both countries, representing a unique symbolic figure.", "To use his space travel experience to introduce the concept of traveling to the future."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "AV/Intentional Reasoning", "scene_type": "ai_generated_synthetic", "duration_group": ">30min", "duration_s": 4806.205533, "attack_pct": 0.0568849231960759, "license": "CC-BY-NC-SA-4.0", "selection_order": 341, "video": "videos/bedc5af327693eb580c3ab6fb3b8354d8e64c64efffa8c9b025ebd57977188e2.mp4", "video_id": "bedc5af327693eb580c3ab6fb3b8354d8e64c64efffa8c9b025ebd57977188e2"}
{"item_id": "VideoOdyssey_231", "benchmark": "VideoOdyssey", "question": "During which segment of the video is World War I discussed? Please provide the start and end time.", "options": ["01:57:50-01:59:06", "02:07:50-02:09:06", "02:17:50-02:19:06", "02:27:50-02:29:06"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "V/Temporal Grounding", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 9129.900408, "attack_pct": 0.6468875048405834, "license": "CC-BY-NC-SA-4.0", "selection_order": 342, "video": "videos/2e705974203731d45017dcfa7542ef0ae055af7b40a3f7442c52e0797139e5b6.mp4", "video_id": "2e705974203731d45017dcfa7542ef0ae055af7b40a3f7442c52e0797139e5b6"}
{"item_id": "HLV-1K_6454", "benchmark": "HLV-1K", "question": "How many astronauts are shown in the spacecraft in the final frame of the first description?", "options": ["Two.", "Three.", "Four.", "Six."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "counting", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2020.089615, "attack_pct": 0.5799422357041435, "license": "MIT", "selection_order": 355, "video": "videos/a3d736dc61b3a86140aba46a78769664b158c42b66f5a25b39118d14a7ea7d87.mp4", "video_id": "a3d736dc61b3a86140aba46a78769664b158c42b66f5a25b39118d14a7ea7d87"}
{"item_id": "VideoOdyssey_1624", "benchmark": "VideoOdyssey", "question": "Please find the proposal scene in the video and explain why the man proposes to the woman.", "options": ["Because the woman was pregnant", "Because he loved her so much", "Because they were ready", "Because he felt sorry"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "AV/Speech Content Reasoning", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 3677.506757, "attack_pct": 0.0826126242416419, "license": "CC-BY-NC-SA-4.0", "selection_order": 356, "video": "videos/3550fb3ac8acd97ba282e582602346904b0af1997fd3f1f4a9f7000b0be41f1e.mp4", "video_id": "3550fb3ac8acd97ba282e582602346904b0af1997fd3f1f4a9f7000b0be41f1e"}
{"item_id": "HLV-1K_1456", "benchmark": "HLV-1K", "question": "What is the main setting of the video event from 1.0 to 3537.0 seconds?", "options": ["A dense forest with animated characters.", "A suburban neighborhood with animated characters.", "A vibrant indoor setting with animated characters.", "A snowy mountainous landscape with animated characters."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "plot-understanding", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 3524.905215, "attack_pct": 0.1291467664902543, "license": "MIT", "selection_order": 358, "video": "videos/7819557f344a169d83afca2e9a95d2ba146ac72f697aac5f163b22598f980d35.mp4", "video_id": "7819557f344a169d83afca2e9a95d2ba146ac72f697aac5f163b22598f980d35"}
{"item_id": "2901", "benchmark": "LVBench", "question": "What happens from 01:54-02:25?", "options": ["Take the train from Narita Airport T2 to Akihabara Station", "Take the train from Narita Airport T4 to Shibuya Station", "Take the train from Narita Airport T3 to Ashiage Station", "Take the train from Narita Airport T2 to Shibuya Station"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal grounding", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 2659.451066, "attack_pct": 0.2154382341551568, "license": "CC-BY-NC-SA-4.0", "selection_order": 359, "video": "videos/5d5089504a89b538e07bccb080ba758ce205e770445b7de8e14e45085affc3f9.mp4", "video_id": "5d5089504a89b538e07bccb080ba758ce205e770445b7de8e14e45085affc3f9"}
{"item_id": "LongVideoBench_615", "benchmark": "LongVideoBench", "question": "In the PPT with a white background, the upper left corner shows the black English text 'Proposed Solution', and on the right side of the screen there's a yellow background icon with the English text 'language Decoder'. Which subtitles appear simultaneously with it?", "options": ["\"functions but mmud already has learned\"", "“usually take some frame by frame”", "“positional EMB adding sign s or cosine”", "\"some embeddings from the encoder so what\"", "\"you're going to get a very low value for\""], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "TOS", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 1309.6, "attack_pct": 0.5238882793339357, "license": "CC-BY-NC-SA-4.0", "selection_order": 360, "video": "videos/2121514eed094e3e3d5b72b89626312029a8f41f1ed86aaa65fefcc930eb061c.mp4", "video_id": "2121514eed094e3e3d5b72b89626312029a8f41f1ed86aaa65fefcc930eb061c"}
{"item_id": "OVO-S-Bench_697", "benchmark": "OVO-S-Bench", "question": "(Question asked at 473.0 s into the video; 'current' refers to that moment.) What is the color of the soap dispenser located directly behind the camera at this moment?", "options": ["Blue", "White", "Clear", "Green"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "2.2.2", "scene_type": "other", "duration_group": "10-30min", "duration_s": 1365.333333, "attack_pct": 0.2305327868852459, "license": "unknown", "selection_order": 361, "video": "videos/0d079da99aa05377303e55f7d3adc5de9ecb79125916c470b71a49ae800669b5.mp4", "video_id": "0d079da99aa05377303e55f7d3adc5de9ecb79125916c470b71a49ae800669b5"}
{"item_id": "OVO-S-Bench_1103", "benchmark": "OVO-S-Bench", "question": "(Question asked at 64.7 s into the video; 'current' refers to that moment.) What was the first room the protagonist entered after leaving the hallway for the first time?", "options": ["Bedroom", "Restroom", "Kitchen", "Living room"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "2.3.1", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 936.333333, "attack_pct": 0.3568962178907964, "license": "unknown", "selection_order": 362, "video": "videos/abd69289122b6afab83276ec45c6fdfaa289d4c0a7c9a74886413da3f5658a68.mp4", "video_id": "abd69289122b6afab83276ec45c6fdfaa289d4c0a7c9a74886413da3f5658a68"}
{"item_id": "OVO-S-Bench_1431", "benchmark": "OVO-S-Bench", "question": "(Question asked at 96.8 s into the video; 'current' refers to that moment.) I am currently facing north. In which direction is crossingA located relative to grassB?", "options": ["northeast", "south", "northwest", "east"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "4.1", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 865.5, "attack_pct": 0.6249838647218278, "license": "unknown", "selection_order": 372, "video": "videos/f4a179c2971389fca53d452651af4f62ba69071642d1be8f38139db509020361.mp4", "video_id": "f4a179c2971389fca53d452651af4f62ba69071642d1be8f38139db509020361"}
{"item_id": "Video-MME_1624", "benchmark": "Video-MME", "question": "What pattern does the UAV form at the end of the video?", "options": ["Louis Vuitton.", "LV Lovers.", "LVMH.", "Louis Vuitton Monogram."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "OCR Problems", "scene_type": "music_dance_performance", "duration_group": "10-30min", "duration_s": 876.855147, "attack_pct": 0.3611882018846005, "license": "unknown", "selection_order": 376, "video": "videos/3c4bda18b3768c1b13e06a2ace9662b298406522546f8d8dbffff9b89fa42708.mp4", "video_id": "3c4bda18b3768c1b13e06a2ace9662b298406522546f8d8dbffff9b89fa42708"}
{"item_id": "V2P-Bench_1030", "benchmark": "V2P-Bench", "question": "What is the purpose of the mirrors in the blue box?", "options": ["To create an optical illusion that makes it appear as though the magician is in two places at once.", "To prevent the audience from seeing the magician's escape route.", "To enhance the visual aesthetics of the performance and create a mesmerizing atmosphere for the audience.", "To serve as a symbolic representation of the magician's ability to manipulate reality and bend the laws of physics."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "17", "scene_type": "music_dance_performance", "duration_group": ">30min", "duration_s": 2557.074286, "attack_pct": 0.2404479153220601, "license": "CC-BY-NC-4.0", "selection_order": 382, "video": "videos/65578ec9929bcd96e477f89ba668b6edf77661e2e4944f5cbdc86d0ee44c8378.mp4", "video_id": "65578ec9929bcd96e477f89ba668b6edf77661e2e4944f5cbdc86d0ee44c8378"}
{"item_id": "LongVideo-Reason-eval_553", "benchmark": "LongVideo-Reason-eval", "question": "Based on the recurring themes and context in the video, which meal is **least likely** to be promoted by the \"FullyRaw Recipe App\" featured in the timestamps?", "options": ["A. A compartmentalized bento box with purple cabbage salad, black olives, green dip, and cherry tomatoes.", "B. A green smoothie poured into a silver thermos, made with leafy greens and cucumbers.", "D. A colorful grid of raw fruits (strawberries, bananas, blueberries) and vegetables (cucumbers, purple cabbage)."], "answer": "C", "answer_idx": 2, "n_options": 3, "chance": 0.333333, "capability": "knowledge", "task_class": "plot", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 683.340045, "attack_pct": 0.4644459145475668, "license": "Apache-2.0", "selection_order": 391, "video": "videos/2c5ffc9b322c7db4681bbe6e3ff0e3c13d8002b3e531765e464ccbfebb89ac41.mp4", "video_id": "2c5ffc9b322c7db4681bbe6e3ff0e3c13d8002b3e531765e464ccbfebb89ac41"}
{"item_id": "StreamingBench_2110", "benchmark": "StreamingBench", "question": "What best summarizes the process just shown?", "options": ["The vendor prepared a burger, toasted the bun, added condiments, and served it to the customer.", "The vendor selected hot dogs, prepared a bun, added relish and mustard, and served it to the customer.", "The vendor selected several hot dogs, placed them in a container, heated them, and arranged other ingredients.", "The vendor cooked hot dogs, placed them in buns, added ketchup and mustard, and served them to the customer."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "long_video", "task_class": "Clips Summarize", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 666.366259, "attack_pct": 0.2395604750225894, "license": "unknown", "selection_order": 401, "video": "videos/eb536fcd1b13a7967b9d1e3cc620f82094834b51e8428ab61199068d31655afc.mp4", "video_id": "eb536fcd1b13a7967b9d1e3cc620f82094834b51e8428ab61199068d31655afc"}
{"item_id": "HourVideo_465", "benchmark": "HourVideo", "question": "What were the prerequisite steps followed by the camera wearer to organize tools in the toolbox?", "options": ["Collect tools from the floor, organize them in the toolbox, and label each compartment", "Collect tools from the floor", "Collect hardware like screws and nails from the floor, organize them in the toolbox", "Collect tools from the workbench, organize them in the toolbox, and perform a tool count", "Collect tools from the floor, organize them in the toolbox"], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "reasoning/temporal/prerequisites", "scene_type": "industrial_construction_manufacturing", "duration_group": "10-30min", "duration_s": 1792.421029, "attack_pct": 0.2816735510520201, "license": "Apache-2.0", "selection_order": 403, "video": "videos/ceb7983fabc0d6e3a25c310f915353799ce80767fd9d37543c02fe6d6720b946.mp4", "video_id": "ceb7983fabc0d6e3a25c310f915353799ce80767fd9d37543c02fe6d6720b946"}
{"item_id": "HourVideo_650", "benchmark": "HourVideo", "question": "In the Living Room, which is closer to the television: the mat or the remote?", "options": ["The mat is closer to the television than the remote", "There was no television in the video", "The mat and the remote are equidistant from the television", "The remote is closer to the television than the mat", "The remote is attached to the television, and the mat is in the center of the room"], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "reasoning/spatial/proximity", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 1548.683333, "attack_pct": 0.3492480960371756, "license": "Apache-2.0", "selection_order": 409, "video": "videos/97ea0fb6bef14cdfcd640cab953b952a3dce0d6564b6e14632d4a6c922a73ad1.mp4", "video_id": "97ea0fb6bef14cdfcd640cab953b952a3dce0d6564b6e14632d4a6c922a73ad1"}
{"item_id": "HourVideo_531", "benchmark": "HourVideo", "question": "What tools were used by the camera wearer when preparing the dish?", "options": ["The camera wearer utilized kitchen tools including knives, chopping boards, spoons, scissors, and a squeezer.", "The camera wearer utilized a range of kitchen tools including knives, chopping boards, a cooker, spoons, scissors, a container, a kettle, a squeezer, a dishwasher, and a food processor.", "The camera wearer used a series of kitchen tools, including knives, cutting boards, pots, cookware, spoons, scissors, containers, kettles, and juicers.", "The camera wearer utilized a range of kitchen tools including knives, chopping boards, a cooker, tongs, shears, a jug, a kettle, a squeezer, a dishwasher, and a blender.", "The camera wearer utilized a range of kitchen tools including knives, chopping boards, pans, a stove, spatulas, shears, a bowl, a teapot, a juicer, and a washing machine."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "summarization/key_events_objects", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 1675.154362, "attack_pct": 0.7623354201626436, "license": "Apache-2.0", "selection_order": 410, "video": "videos/3fd7ef4caa041a6b06417458f5b9c1a48d913ebf6ae9520f26f559eb610f8408.mp4", "video_id": "3fd7ef4caa041a6b06417458f5b9c1a48d913ebf6ae9520f26f559eb610f8408"}
{"item_id": "LongVideo-Reason-eval_671", "benchmark": "LongVideo-Reason-eval", "question": "Which Disney movie's characters are both featured in the opening logo scene (0:00:00–0:00:10) and later depicted in a wedding ceremony with a priest, sunset background, and a stone wall?", "options": ["The Little Mermaid", "Cinderella", "Beauty and the Beast", "Frozen"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "temporal", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 715.151383, "attack_pct": 0.4347327997934684, "license": "Apache-2.0", "selection_order": 416, "video": "videos/da385185e61133a665df2a1aca859fdf3ad6386ec26402dbd2500b11c760ec6f.mp4", "video_id": "da385185e61133a665df2a1aca859fdf3ad6386ec26402dbd2500b11c760ec6f"}
{"item_id": "VURB_2097", "benchmark": "VURB", "question": "Based on the video, which team won in the end?", "options": ["The team wearing black clothes.", "The team wearing white clothes.", "Cannot determine.", "The two teams ended in a tie."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Multiple Choice Question", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 809.21542, "attack_pct": 0.8864318445850007, "license": "unknown", "selection_order": 426, "video": "videos/7701c6ac4e7da5c885003a5f0e8106b93729fe8cb6f312252fa87449da86691e.mp4", "video_id": "7701c6ac4e7da5c885003a5f0e8106b93729fe8cb6f312252fa87449da86691e"}
{"item_id": "VideoOdyssey_2437", "benchmark": "VideoOdyssey", "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, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "AV/Acoustic Event Recognition", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 5990.49288, "attack_pct": 0.1450642184071253, "license": "CC-BY-NC-SA-4.0", "selection_order": 427, "video": "videos/499c3c759c3526c24652bd17e4292764323f241d829d3e7799fba61a46ba18c8.mp4", "video_id": "499c3c759c3526c24652bd17e4292764323f241d829d3e7799fba61a46ba18c8"}
{"item_id": "VideoOdyssey_1535", "benchmark": "VideoOdyssey", "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, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "V/Attribute Recognition", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 9400.018141, "attack_pct": 0.1601426358590422, "license": "CC-BY-NC-SA-4.0", "selection_order": 429, "video": "videos/710cc28c528d004039731f5990d84250d9ed823ad9889cc3389f86b84553bbc2.mp4", "video_id": "710cc28c528d004039731f5990d84250d9ed823ad9889cc3389f86b84553bbc2"}
{"item_id": "StreamingBench_2605", "benchmark": "StreamingBench", "question": "What is the color of the frame of the artwork featuring the robot boy with a cheerful expression and arms raised?", "options": ["Black.", "Orange.", "Metallic gray.", "Blue."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Attribute Perception", "scene_type": "other", "duration_group": "10-30min", "duration_s": 602.716667, "attack_pct": 0.4352168581386343, "license": "unknown", "selection_order": 434, "video": "videos/bca4c2d66300efe9c00c2fb070993cd0acd36663f748645047e80014e4a2a0f8.mp4", "video_id": "bca4c2d66300efe9c00c2fb070993cd0acd36663f748645047e80014e4a2a0f8"}
{"item_id": "VCR-Bench_193", "benchmark": "VCR-Bench", "question": "In the video, how many people were sitting in the car at the beginning?", "options": ["1", "2", "3", "4"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "Video Temporal Counting", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 716.0, "attack_pct": 0.50165386601265, "license": "unknown", "selection_order": 437, "video": "videos/df7688d6829647d15555691b2fc481b1bf240acd05177d44231292c27c3f37b3.mp4", "video_id": "df7688d6829647d15555691b2fc481b1bf240acd05177d44231292c27c3f37b3"}
{"item_id": "Video-MME_1773", "benchmark": "Video-MME", "question": "Which animals are introduced in sequence in the video?", "options": ["Argentinosaurus, Giant Rhinoceros, Titanoboa, Leedsichthys.", "Leedsichthys, Argentinosaurus, Giant Rhinoceros, Titanoboa.", "Titanoboa, Leedsichthys, Argentinosaurus, Giant Rhinoceros.", "Giant Rhinoceros, Titanoboa, Leedsichthys, Argentinosaurus."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "Temporal Reasoning", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 682.573787, "attack_pct": 0.3221246934297147, "license": "unknown", "selection_order": 440, "video": "videos/bb34ff79061113f94667e67394dcbf1c531a26fc80a8537619e0e7cac407547a.mp4", "video_id": "bb34ff79061113f94667e67394dcbf1c531a26fc80a8537619e0e7cac407547a"}
{"item_id": "StreamingBench_1148", "benchmark": "StreamingBench", "question": "Where is the tree shadow located right now?", "options": ["On the left side of the road.", "Across the entire road.", "On the right side of the road.", "In the middle of the road."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "Spatial Understanding", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 659.4047, "attack_pct": 0.2000451787788821, "license": "unknown", "selection_order": 451, "video": "videos/997858444f61450051e1d1936c3e2a7a8685e0cd1197ebb92897ab3165d2a4ed.mp4", "video_id": "997858444f61450051e1d1936c3e2a7a8685e0cd1197ebb92897ab3165d2a4ed"}
{"item_id": "StreamingBench_1910", "benchmark": "StreamingBench", "question": "What colour of bus was visible driving on the street just now?", "options": ["Green bus.", "Blue bus.", "Red bus.", "Yellow bus."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Object Perception", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 611.990667, "attack_pct": 0.417710081321802, "license": "unknown", "selection_order": 456, "video": "videos/d277300dfb64a8ca91c6b1bd1100a94ee661920d510efc65c0e824240a59da48.mp4", "video_id": "d277300dfb64a8ca91c6b1bd1100a94ee661920d510efc65c0e824240a59da48"}
{"item_id": "HourVideo_482", "benchmark": "HourVideo", "question": "Which event happened first: the camera wearer using a wrench on the switchboard or picking up bolts from the floor?", "options": ["Organizing tools in a toolbox", "Picking up bolts from the floor", "Adjusting cables with pliers", "Using a wrench on the switchboard", "Closing a cabinet with a key"], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "perception/information_retrieval/sequence_recall", "scene_type": "industrial_construction_manufacturing", "duration_group": "10-30min", "duration_s": 1792.421029, "attack_pct": 0.1577788176068155, "license": "Apache-2.0", "selection_order": 459, "video": "videos/ceb7983fabc0d6e3a25c310f915353799ce80767fd9d37543c02fe6d6720b946.mp4", "video_id": "ceb7983fabc0d6e3a25c310f915353799ce80767fd9d37543c02fe6d6720b946"}
{"item_id": "MLVU_35", "benchmark": "MLVU", "question": "What is the condition of the car's windshield as it rides through the mountain country village?\n(A) The windshield is covered in snow\n(B) The windshield is foggy\n(C) The windshield is broken\n(D) The windshield is clean\n", "options": ["The windshield is covered in snow", "The windshield is foggy", "The windshield is broken", "The windshield is clean"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "needle", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 635.6, "attack_pct": 0.1188040531818768, "license": "CC-BY-NC-SA-4.0", "selection_order": 469, "video": "videos/bf77da851c0f4de219fa265cbbd7c19c34a6e5feb098f835af2e86fbd4c1267e.mp4", "video_id": "bf77da851c0f4de219fa265cbbd7c19c34a6e5feb098f835af2e86fbd4c1267e"}
{"item_id": "SiteBench-Video_2594", "benchmark": "SiteBench-Video", "question": "Where is the location of the race as shown in the video?", "options": ["Desert.", "Mountain.", "Sea side.", "City."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "object localization & positioning", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 668.874014, "attack_pct": 0.8211001032657803, "license": "CC-BY-4.0", "selection_order": 477, "video": "videos/5ace476067747a12e41074260febcc27c34fde5e7ba82b5639a6fd9433672f3f.mp4", "video_id": "5ace476067747a12e41074260febcc27c34fde5e7ba82b5639a6fd9433672f3f"}
{"item_id": "Video-MME_2120", "benchmark": "Video-MME", "question": "What does Jon Snow use to fight with Ramsay Bolton?", "options": ["A shield.", "A sword.", "An Axe.", "A spear."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Object Recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 1835.932154, "attack_pct": 0.3316687104685685, "license": "unknown", "selection_order": 480, "video": "videos/99c8ce400160418e543d4ceccfc86e1645145c98971c2a27c62b8ad358dfef22.mp4", "video_id": "99c8ce400160418e543d4ceccfc86e1645145c98971c2a27c62b8ad358dfef22"}
{"item_id": "SciVideoBench_118", "benchmark": "SciVideoBench", "question": "What is the primary purpose of applying the solution to the artery between 02:25 and 02:37?", "options": ["Apply local anesthesia to numb surrounding tissue", "Deliver dye to trace blood flow downstream", "Stimulate nerve endings to reduce pain", "Induce clotting to seal vessel walls", "Relax smooth muscle to facilitate needle insertion", "Clean the artery surface to prevent infection", "Mark the artery location for needle guidance", "Constrict the artery to prevent bleeding", "Enhance tissue fluorescence for visualization", "Increase blood pressure to make artery prominent"], "answer": "E", "answer_idx": 4, "n_options": 10, "chance": 0.1, "capability": "knowledge", "task_class": "Medicine", "scene_type": "science_experiment_lab", "duration_group": "10-30min", "duration_s": 743.786667, "attack_pct": 0.6813605266554795, "license": "custom", "selection_order": 484, "video": "videos/d6ee73c4262c364ef313ac29a3a9c992038d599b2af6a2dfb1e9bf21d4438462.mp4", "video_id": "d6ee73c4262c364ef313ac29a3a9c992038d599b2af6a2dfb1e9bf21d4438462"}
{"item_id": "HourVideo_992", "benchmark": "HourVideo", "question": "Which tool did the camera wearer use more frequently for measurements: the micrometer or the carpenter's folding ruler?", "options": ["The micrometer was used more frequently for measurements", "Both the micrometer and the carpenter's folding ruler were used with the same frequency for measurements", "No measurements were taken; the work relied on pre-measured materials", "The carpenter's folding ruler was used more frequently for measurements", "Measurements were taken more often without tools, relying on visual estimation"], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "reasoning/temporal/frequency", "scene_type": "industrial_construction_manufacturing", "duration_group": ">30min", "duration_s": 3189.4, "attack_pct": 0.0904866399896734, "license": "Apache-2.0", "selection_order": 495, "video": "videos/618ec221831372866971c60983173996d173f7cc171a23d963d53989a1ff707f.mp4", "video_id": "618ec221831372866971c60983173996d173f7cc171a23d963d53989a1ff707f"}
{"item_id": "Video-MME_2122", "benchmark": "Video-MME", "question": "How does bat-man stop the truck Joker drives?", "options": ["Lifts the truck.", "Crashes the truck.", "Stumbles the truck.", "No one above is correct."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "Action Recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2617.957007, "attack_pct": 0.2395604750225894, "license": "unknown", "selection_order": 504, "video": "videos/84e1aba5c30d462db576ec074de19482de7bdce19c0522bb2f65ccff44618984.mp4", "video_id": "84e1aba5c30d462db576ec074de19482de7bdce19c0522bb2f65ccff44618984"}
{"item_id": "StreamingBench_1678", "benchmark": "StreamingBench", "question": "What is the person in the green safety vest doing right now?", "options": ["Standing near a man with a tablet.", "Holding a tablet near a parked black car.", "Running towards a large black van.", "Selecting a job listing from the screen."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Action Perception", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 601.904933, "attack_pct": 0.1951481218536207, "license": "unknown", "selection_order": 510, "video": "videos/ebe6de093b407624549d423bdab2924ea5f1b3a8ed212b393267e00a9fff5a07.mp4", "video_id": "ebe6de093b407624549d423bdab2924ea5f1b3a8ed212b393267e00a9fff5a07"}
{"item_id": "MLVU_1057", "benchmark": "MLVU", "question": "How many knives did I see in the cabinet?\n(A) 3\n(B) 2\n(C) 4\n(D) 1\n", "options": ["3", "2", "4", "1"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "ego", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 1200.033333, "attack_pct": 0.2918307086614173, "license": "CC-BY-NC-SA-4.0", "selection_order": 515, "video": "videos/253632518f7c05cdd388d7ae729d865786d06c6b83e1610ad55c12bc8f648072.mp4", "video_id": "253632518f7c05cdd388d7ae729d865786d06c6b83e1610ad55c12bc8f648072"}
{"item_id": "4301", "benchmark": "LVBench", "question": "What is this video about?", "options": ["Tessa Virtue and Scott Moir in action at the 2022 Olympics", "Tessa Virtue and Scott Moir every performance at the olympic games", "Tessa Virtue and Scott Moir in action at the 2018 Olympics", "Tessa Virtue and Scott Moir in action at the 2014 Olympics"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "key information retrieval", "scene_type": "music_dance_performance", "duration_group": ">30min", "duration_s": 4381.280363, "attack_pct": 0.0397250548599457, "license": "CC-BY-NC-SA-4.0", "selection_order": 519, "video": "videos/b6c0fc175b05400dd80c13e3a09286ab3dd51b8d1dec1fcb8a2a9487ff4569f6.mp4", "video_id": "b6c0fc175b05400dd80c13e3a09286ab3dd51b8d1dec1fcb8a2a9487ff4569f6"}
{"item_id": "VideoOdyssey_1245", "benchmark": "VideoOdyssey", "question": "Why did the dark-haired boy verbally agree to let the little girl who picked up the green apple join the treasure hunt team?", "options": ["Because the girl demonstrated exceptional intelligence.", "Because the girl's father is an archaeology professor.", "Because the girl proactively offered to help.", "Because the girl threatened to burn the treasure map."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "V/Action Recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 4640.554376, "attack_pct": 0.3316283722731379, "license": "CC-BY-NC-SA-4.0", "selection_order": 521, "video": "videos/44dc1f0c07c5b28463f7fcfe5637c2d02f81d2862dd8d2936338c4c7881ab18e.mp4", "video_id": "44dc1f0c07c5b28463f7fcfe5637c2d02f81d2862dd8d2936338c4c7881ab18e"}
{"item_id": "MLVU_2062", "benchmark": "MLVU", "question": "Can you tell me which option represents the actual order of actions shown in the video?\n(A) tossing coin --> clean and jerk --> carving pumpkin --> milking cow\n(B) tossing coin --> milking cow --> clean and jerk --> carving pumpkin\n(C) clean and jerk --> tossing coin --> carving pumpkin --> milking cow\n(D) milking cow --> clean and jerk --> tossing coin --> carving pumpkin\n", "options": ["tossing coin --> clean and jerk --> carving pumpkin --> milking cow", "tossing coin --> milking cow --> clean and jerk --> carving pumpkin", "clean and jerk --> tossing coin --> carving pumpkin --> milking cow", "milking cow --> clean and jerk --> tossing coin --> carving pumpkin"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "order", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 784.2, "attack_pct": 0.3338792435781593, "license": "CC-BY-NC-SA-4.0", "selection_order": 523, "video": "videos/180013b58bd28cd6bc65696bb3fedb43ce6306fe4a24ea4bd9a60868d9016251.mp4", "video_id": "180013b58bd28cd6bc65696bb3fedb43ce6306fe4a24ea4bd9a60868d9016251"}
{"item_id": "VideoOdyssey_736", "benchmark": "VideoOdyssey", "question": "In the first set, what match followed the women's doubles match? (For example, men's doubles)", "options": ["Women's singles", "Men's singles", "Mixed doubles", "Men's doubles"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "V/Object Recognition", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 10565.009705, "attack_pct": 0.2847392539047373, "license": "CC-BY-NC-SA-4.0", "selection_order": 524, "video": "videos/7bc8755c2be16ba79711197f38b304b39b8d9de10c87fde963cc1906513874bb.mp4", "video_id": "7bc8755c2be16ba79711197f38b304b39b8d9de10c87fde963cc1906513874bb"}
{"item_id": "HLV-1K_3199", "benchmark": "HLV-1K", "question": "In the events from 1054.0 to 1121.0 seconds and H to e seconds, what is the direction of the soccer ball's movement?", "options": ["The soccer ball rolls from left to right.", "The soccer ball rolls from right to left.", "The soccer ball floats on the water.", "The soccer ball is stationary."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object-direction", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 1808.579048, "attack_pct": 0.0519313927972118, "license": "MIT", "selection_order": 525, "video": "videos/d1a14ec47c49be1e11f899a82ce4d52ea671beefa422b2c099181cb3e9bd077f.mp4", "video_id": "d1a14ec47c49be1e11f899a82ce4d52ea671beefa422b2c099181cb3e9bd077f"}
{"item_id": "Video-MME_1611", "benchmark": "Video-MME", "question": "Why are people in the video buying food at the dollar store?", "options": ["He doesn't have much money on him.", "Compliance with the rules of the game.", "He's trying to save money.", "He likes dollar-store food."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Action Reasoning", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 703.448526, "attack_pct": 0.65071963340648, "license": "unknown", "selection_order": 527, "video": "videos/b0d4ccd8ad5b8c7a751da8832bad2d6b5b0138015c46bfcc9189d29d9a90cb0d.mp4", "video_id": "b0d4ccd8ad5b8c7a751da8832bad2d6b5b0138015c46bfcc9189d29d9a90cb0d"}
{"item_id": "ScaleLong_242", "benchmark": "ScaleLong", "question": "How many cheetahs pounced on the wildebeest?", "options": ["five", "four", "three", "one"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "Video Clip", "scene_type": "animals_wildlife", "duration_group": ">30min", "duration_s": 3054.134417, "attack_pct": 0.2753807925648638, "license": "unknown", "selection_order": 530, "video": "videos/d225b70c7f3d262779bb2c423f62fe99cf4a3847d0ae0246982b85973f5fd8d3.mp4", "video_id": "d225b70c7f3d262779bb2c423f62fe99cf4a3847d0ae0246982b85973f5fd8d3"}
{"item_id": "Causal2Needles_61", "benchmark": "Causal2Needles", "question": "What strategy did Rocket employ that enabled him to crash through a window, strike Ronan, and send the Dark Aster plummeting from the sky?\nWhen the event that causes crashing through a window, striking Ronan, and sending the Dark Aster plummeting from the sky happens, what color is the main section of the Milano's hull?", "options": ["Orange and White", "Grey", "Red and White", "Blue"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "2-description/yms", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 699.031667, "attack_pct": 0.6468875048405834, "license": "CC-BY-NC-SA-4.0", "selection_order": 534, "video": "videos/f433d69798c77506d0bc9c325adccad0e555be2bd6bea1626f68f7b9b735af07.mp4", "video_id": "f433d69798c77506d0bc9c325adccad0e555be2bd6bea1626f68f7b9b735af07"}
{"item_id": "HourVideo_386", "benchmark": "HourVideo", "question": "Where is the sewing machine placed in relation to the container with pins in the sewing area?", "options": ["The sewing machine is placed diagonally across from the container with pins", "The sewing machine is evelator on a stand to the left of the camera wearer while the pin container is on the floor cover", "The sewing machine is placed on the opposite side of the room from the container with pins", "The sewing machine is placed directly adjacent to the container with pins", "The sewing machine is placed on a lower shelf than the container with pins"], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "reasoning/spatial/relationship", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1219.1, "attack_pct": 0.9734897379630824, "license": "Apache-2.0", "selection_order": 537, "video": "videos/9e448f1d09874099ddba479d69cd47c324582735b11954df2da5e9429422869f.mp4", "video_id": "9e448f1d09874099ddba479d69cd47c324582735b11954df2da5e9429422869f"}
{"item_id": "ScaleLong_1326", "benchmark": "ScaleLong", "question": "How many goals did the red team score?", "options": ["2.", "1.", "4.", "3."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "Video Story", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 8136.0, "attack_pct": 0.2545904866399897, "license": "unknown", "selection_order": 557, "video": "videos/787cf3dda0f3bba7eb82321044e281a867b5ba5c7f4b49b4a975e7d2a03be769.mp4", "video_id": "787cf3dda0f3bba7eb82321044e281a867b5ba5c7f4b49b4a975e7d2a03be769"}
{"item_id": "SiteBench-Video_1528", "benchmark": "SiteBench-Video", "question": "Where was the watch I wore before I picked it up", "options": ["on the white table", "in the drawer", "on the black chair", "in my pocket"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "spatial relationship reasoning", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1200.0, "attack_pct": 0.8266587065961017, "license": "CC-BY-4.0", "selection_order": 565, "video": "videos/4849feddd26501e31c2e410f106e98b3e9b0d1eccce03b22596d2add2733fcd4.mp4", "video_id": "4849feddd26501e31c2e410f106e98b3e9b0d1eccce03b22596d2add2733fcd4"}
{"item_id": "VideoEval-Pro_248", "benchmark": "VideoEval-Pro", "question": "Throughout this video, what is the total count of occurrences for the scene featuring the 'cooking sausages' action", "options": ["0", "1", "2", "3", "5", "4"], "answer": "E", "answer_idx": 4, "n_options": 6, "chance": 0.166667, "capability": "temporal", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 728.695362, "attack_pct": 0.1131486381825222, "license": "unknown", "selection_order": 566, "video": "videos/791a0cfff1daed4c89c622a4ebdee40269718234b48883d63b760e94f71c7f81.mp4", "video_id": "791a0cfff1daed4c89c622a4ebdee40269718234b48883d63b760e94f71c7f81"}
{"item_id": "SciVideoBench_807", "benchmark": "SciVideoBench", "question": "A researcher modifies the experiment to create air nanogaps. They use a deposition rate for the first gold layer that is half of what is shown in the video, but run it for the same duration. They then proceed with ALD, but instead of Al₂O₃, they deposit a sacrificial layer of the same thickness. Finally, they deposit the second gold layer at the rate and duration shown in the video. What is the total height of the gold structure before the ion milling step?", "options": ["722 nm", "732 nm", "669 nm", "800 nm", "701 nm", "832 nm", "890 nm", "781 nm", "824 nm", "851 nm"], "answer": "D", "answer_idx": 3, "n_options": 10, "chance": 0.1, "capability": "knowledge", "task_class": "Chemistry", "scene_type": "science_experiment_lab", "duration_group": "10-30min", "duration_s": 628.672, "attack_pct": 0.6665322060152317, "license": "custom", "selection_order": 570, "video": "videos/bd71efdc3001270ac93475e35ec60a1dfb2589d5ca474c6616670a4aec2928aa.mp4", "video_id": "bd71efdc3001270ac93475e35ec60a1dfb2589d5ca474c6616670a4aec2928aa"}
{"item_id": "HLV-1K_9300", "benchmark": "HLV-1K", "question": "Where does the event featuring a tea party with a pink elephant and a small girl on a checkered blanket take place?", "options": ["In a forest.", "In a whimsical, animated environment.", "In a minimalistic white background.", "In a brightly lit, animated environment."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "descriptive-scene", "scene_type": "ai_generated_synthetic", "duration_group": ">30min", "duration_s": 1966.14966, "attack_pct": 0.0372482896605137, "license": "MIT", "selection_order": 575, "video": "videos/b424726554f7c36dfbd36badc728637dd2adfd3590c2bd68ee9e707dd57941d9.mp4", "video_id": "b424726554f7c36dfbd36badc728637dd2adfd3590c2bd68ee9e707dd57941d9"}
{"item_id": "validation_Energy_and_Power_16:Adaptation", "benchmark": "VideoMMMU", "question": "Refrigerant-134a enters the condenser of a residential heat pump at 800 kPa and 35^{\\circ}C at a rate of 0.018 kg/s and leaves at 800 kPa as a saturated liquid. If the compressor consumes 1.2 kW of power, determine the COP of the heat pump.<image 1>", "options": ["2.24", "2.14", "2.74", "2.34", "2.84", "2.94", "2.54", "2.44", "2.64"], "answer": "I", "answer_idx": 8, "n_options": 9, "chance": 0.111111, "capability": "knowledge", "task_class": "Adaptation", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 616.683333, "attack_pct": 0.6014102233122499, "license": "unknown", "selection_order": 583, "video": "videos/c3d33bc2315478ba27ed9253d4766981f65af47991a9b5bd867581215a18886b.mp4", "video_id": "c3d33bc2315478ba27ed9253d4766981f65af47991a9b5bd867581215a18886b"}
{"item_id": "test_Basic_Medical_Science_219:Comprehension", "benchmark": "VideoMMMU", "question": "Match the video shown in 3:39 and 4:44", "options": ["blue - blue, green - green, red - red", "green - blue, blue - green, yellow - red", "green - blue, blue - green, red - red", "yellow - blue, green - green, blue - red", "red - blue, green - green, blue - red", "yellow - blue, blue - green, green - red", "blue - blue, green - green, yellow - red", "red - blue, blue - green, green - red"], "answer": "G", "answer_idx": 6, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "Comprehension", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 773.1, "attack_pct": 0.546832644894798, "license": "unknown", "selection_order": 595, "video": "videos/a7625e77eadc19a64ccb183e972ab552f57fa0acfabddd96ca90b234dbb7bf97.mp4", "video_id": "a7625e77eadc19a64ccb183e972ab552f57fa0acfabddd96ca90b234dbb7bf97"}
{"item_id": "MMWorld_599", "benchmark": "MMWorld", "question": "What would happen if you directly draw and commit a circle the first time you try to do it without sketching at the very beginnig?", "options": ["The circle may be uneven or asymmetrical, and it may be difficult to make any adjustments or corrections without starting over.", "The shape of this circle is not as good as the sketched one and the lines of this circle is a little hard.", "The circle would come out perfectly symmetrical and smooth without any need for sketching or corrections.", "The circle may be less precise and may not look as smooth or symmetrical as if you had sketched it first."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Sports & Arts", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 932.281179, "attack_pct": 0.0591438621401832, "license": "unknown", "selection_order": 600, "video": "videos/dc619a741aadc1abf02f0e251c5a85d0cdba99f7d58268a31ac58163795872c0.mp4", "video_id": "dc619a741aadc1abf02f0e251c5a85d0cdba99f7d58268a31ac58163795872c0"}
{"item_id": "HLV-1K_4232", "benchmark": "HLV-1K", "question": "What is the man wearing while sitting near the well-maintained garden beds and holding a power drill?", "options": ["A maroon sweater.", "A gray long-sleeved sweater.", "A t-shirt with an intricate design.", "A red and grey long-sleeve sweater."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "character-understanding", "scene_type": "cooking_food", "duration_group": ">30min", "duration_s": 2020.809433, "attack_pct": 0.2064508842132438, "license": "MIT", "selection_order": 602, "video": "videos/730ae24b73b42583722f8f1c015b56496315245375120c464f95f3fccd68ebda.mp4", "video_id": "730ae24b73b42583722f8f1c015b56496315245375120c464f95f3fccd68ebda"}
{"item_id": "HLV-1K_6244", "benchmark": "HLV-1K", "question": "What objects are featured on the wooden table in the bear's cozy and organized living space?", "options": ["A ship model, armchair, and television set.", "A vase of flowers, a clock, and a world map.", "A red apple, a school bag, and a plant.", "A rolling pin, dough balls, and a flour-dusted table."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "object understanding", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 1929.926531, "attack_pct": 0.2347279592100167, "license": "MIT", "selection_order": 609, "video": "videos/9f55f962118dec9bbdb782d7204aaa0c8407e8ddd0c76cc78b149dc64ccc6b97.mp4", "video_id": "9f55f962118dec9bbdb782d7204aaa0c8407e8ddd0c76cc78b149dc64ccc6b97"}
{"item_id": "VSI-Super-Wild_5940", "benchmark": "VSI-Super-Wild", "question": "[Ordering] In this video, choose the option listing the four objects by first-appearance time.", "options": ["map sign → paper lantern → flower pot → fire hydrant", "map sign → flower pot → paper lantern → fire hydrant", "map sign → paper lantern → fire hydrant → flower pot", "flower pot → paper lantern → map sign → fire hydrant"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VOO", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1588.88, "attack_pct": 0.3920388537498386, "license": "unknown", "selection_order": 621, "video": "videos/696c3bcc160de630f24247885471bc1a1b6c29e156ca78802d692547beeba7f1.mp4", "video_id": "696c3bcc160de630f24247885471bc1a1b6c29e156ca78802d692547beeba7f1"}
{"item_id": "HLV-1K_8253", "benchmark": "HLV-1K", "question": "Which event in the video sequence from 207.0 to 3481.0 seconds indicates a faster pace of interaction?", "options": ["The scene where two men are seated side by side in front of laptops, engaged in a discussion with a microphone between them.", "The scene where a webpage interface shows topics about Nvidia's GeForce Partner Program alongside a live visual interaction between two men.", "The scene where a pixel art character navigates a boat through lush greenery, capturing a tranquil, exploration vibe.", "The scene where two men are engaged in a tech-related show or podcast, seated at a desk with a microphone between them."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "speed", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3491.561361, "attack_pct": 0.062669420420808, "license": "MIT", "selection_order": 622, "video": "videos/6167eb81dbc2d36def6e4ce8968d5c3e72cb4ee0d591443b7b13f2d96f0e988a.mp4", "video_id": "6167eb81dbc2d36def6e4ce8968d5c3e72cb4ee0d591443b7b13f2d96f0e988a"}
{"item_id": "MLVU_689", "benchmark": "MLVU", "question": "In this video, how many instances are there of the 'riding mule' action scene in total?\n(A) 3\n(B) 1\n(C) 4\n(D) 2\n", "options": ["3", "1", "4", "2"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "count", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 605.966667, "attack_pct": 0.2961549632115657, "license": "CC-BY-NC-SA-4.0", "selection_order": 623, "video": "videos/ba1822b56383e3b998db071fd536f345d37a00722a40c2da53940976b1b0c76b.mp4", "video_id": "ba1822b56383e3b998db071fd536f345d37a00722a40c2da53940976b1b0c76b"}
{"item_id": "SciVideoBench_410", "benchmark": "SciVideoBench", "question": "What could happen if the chemical treatment on the samples shown between 08:29 and 08:50 fails?", "options": ["Surface hydrophilicity is not enhanced", "Polymer brush color does not change", "Polymer structure becomes unstable", "Polymerization does not initiate", "Unreacted monomers remain in the samples", "Polymerization catalyst remains in the samples", "Polymer chains do not cross-link", "Polymer chain folding is not promoted", "Polymer brush thickness does not increase", "Polymer brushes are not neutralized"], "answer": "F", "answer_idx": 5, "n_options": 10, "chance": 0.1, "capability": "knowledge", "task_class": "Physics", "scene_type": "science_experiment_lab", "duration_group": "10-30min", "duration_s": 837.504, "attack_pct": 0.417710081321802, "license": "custom", "selection_order": 624, "video": "videos/2a38c27713ee2f674d0bbbb2ff3f623901e97f9139d558fbf9eba59051fbc264.mp4", "video_id": "2a38c27713ee2f674d0bbbb2ff3f623901e97f9139d558fbf9eba59051fbc264"}
{"item_id": "HLV-1K_9595", "benchmark": "HLV-1K", "question": "In which order do the events occur in the video from 42.0 to 3906.0 seconds?", "options": ["The event begins with a person dressed in a suit and tie standing in front of two flags, followed by a transition to an auditorium with several men in suits using laptops, and then a busy conference setting with banners and posters indicating a space exploration event.", "The event starts with a man in a blue shirt with a 'NASA Mars Exploration' logo seated behind a microphone, followed by a topographic map of the Gale Crater region, and then a press conference with five individuals seated behind a long table.", "The event begins with a man in a blue shirt with a 'NASA Mars Exploration' logo seated behind a microphone, followed by a sequence of frames depicting a spacecraft traveling through space, and then a press conference with five individuals seated behind a long table.", "The event starts with a man in a blue shirt with a 'NASA Mars Exploration' logo seated behind a microphone, followed by a topographic map of the Gale Crater region, and then a sequence of frames depicting a spacecraft traveling through space."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "time-order", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3927.864308, "attack_pct": 0.2643926681295985, "license": "MIT", "selection_order": 626, "video": "videos/a1045a2e2799ac4058bcd25de86a338033f618f65e3ded8c93e1f3a48b489616.mp4", "video_id": "a1045a2e2799ac4058bcd25de86a338033f618f65e3ded8c93e1f3a48b489616"}
{"item_id": "VideoOdyssey_605", "benchmark": "VideoOdyssey", "question": "How many times did the vlogger blow on the candle before it went out?", "options": ["1", "2", "3", "4"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "V/Counting", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 7039.082812, "attack_pct": 0.2669259068026333, "license": "CC-BY-NC-SA-4.0", "selection_order": 631, "video": "videos/cf7b1b38d9a92fba485a7e6aca52203eb2e1b6e038e18e7266080f7529d6bae3.mp4", "video_id": "cf7b1b38d9a92fba485a7e6aca52203eb2e1b6e038e18e7266080f7529d6bae3"}
{"item_id": "ALLVB_23031", "benchmark": "ALLVB", "question": "What is a significant plot twist in the video?", "options": ["Lloyd and Harry discover the briefcase is empty.", "Mary Swanson is revealed to be married.", "The briefcase contains counterfeit money.", "Lloyd and Harry are actually undercover agents.", "The briefcase is stolen by Joe Mental."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Video Classification", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 6770.660136, "attack_pct": 0.2488785981670324, "license": "CC-BY-NC-SA-4.0", "selection_order": 634, "video": "videos/fc4c19b5a867ba70b6337d58b8ce890604a5af1d5a32396e3ca09297e7f9dedd.mp4", "video_id": "fc4c19b5a867ba70b6337d58b8ce890604a5af1d5a32396e3ca09297e7f9dedd"}
{"item_id": "K9-Bench_3378", "benchmark": "K9-Bench", "question": "Describe the dog's tail posture from the beginning of the bath until it is put into the hanging harness for nail clipping, highlighting any significant changes.", "options": ["Tail starts loose with slight movement, becomes still against body during bath, then tucks low when harnessed.", "Tail begins half-mast with broad swings, becomes rigid horizontally during bath, then tucks low when harnessed.", "Tail starts wagging in medium arcs, lowers slightly during bath, then tucks low when harnessed.", "Tail begins loose downward curved, becomes stiff upward during bath, then tucks low when harnessed.", "Tail starts low with gentle sweeps, becomes tucked against belly during bath, then tucks low when harnessed."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "long_video", "task_class": "posture analysis", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 1184.194467, "attack_pct": 0.2343165096166257, "license": "CC-BY-NC-4.0", "selection_order": 636, "video": "videos/30211b922588abda5eac87c07d21e58c6f70d9f4c0615420127cc290c78bcaa0.mp4", "video_id": "30211b922588abda5eac87c07d21e58c6f70d9f4c0615420127cc290c78bcaa0"}
{"item_id": "SiteBench-Video_627", "benchmark": "SiteBench-Video", "question": "How many holes did I last drill into the wood? ", "options": ["2", "1", "3", "4"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "counting & existence", "scene_type": "industrial_construction_manufacturing", "duration_group": "10-30min", "duration_s": 1200.033333, "attack_pct": 0.3815751258551697, "license": "CC-BY-4.0", "selection_order": 640, "video": "videos/9bd4824fc4f42d210be397ae960656a63a00c933889cc6ffcb4381efde8c2375.mp4", "video_id": "9bd4824fc4f42d210be397ae960656a63a00c933889cc6ffcb4381efde8c2375"}
{"item_id": "K9-Bench_3042", "benchmark": "K9-Bench", "question": "How does the new, snowy, and natural environment of the cabin influence the dog's initial exploration behavior and subsequent actions compared to its behavior when packing in the familiar home environment?", "options": ["Peers out truck window, circles cabin, investigates porch and front door", "Walks from truck, sniffs foundation, investigates outdoor area and trees", "Jumps from truck, runs into cabin, investigates interior spaces and loft", "Steps from truck, sniffs snowy ground, investigates perimeter and entrance", "Trots from truck, paws at cabin door, investigates surroundings and snowdrifts"], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "context analysis", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 896.429569, "attack_pct": 0.1550358203175422, "license": "CC-BY-NC-4.0", "selection_order": 643, "video": "videos/bbfbea3e56b88612dee3b162220099e7c50b5e9b028ad9fa5a600b26c58951b6.mp4", "video_id": "bbfbea3e56b88612dee3b162220099e7c50b5e9b028ad9fa5a600b26c58951b6"}
{"item_id": "HLV-1K_8878", "benchmark": "HLV-1K", "question": "How does the camera movement change from the kitchen to the living room scenes between 1.0 and 3590.0 seconds?", "options": ["The camera zooms in on the kitchen and then pans to the living room.", "The camera remains static in the kitchen and then cuts to the living room.", "The camera follows the characters from the kitchen to the living room.", "The camera zooms out from the kitchen and then cuts to the living room."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "camera-direction", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 3608.543492, "attack_pct": 0.2000451787788821, "license": "MIT", "selection_order": 650, "video": "videos/3ffa9f58cd5f9a29a8e88f7579708b718feb5be03d24f602722375fa6f266507.mp4", "video_id": "3ffa9f58cd5f9a29a8e88f7579708b718feb5be03d24f602722375fa6f266507"}
{"item_id": "HLV-1K_1229", "benchmark": "HLV-1K", "question": "How does the setting change from the beginning to the end of the video from 10.0 to 1924.0 seconds?", "options": ["From a clinical environment to a veterinary clinic.", "From a veterinary clinic to a rural farm setting.", "From a veterinary clinic to a recording studio.", "From a clinical environment to a cozy indoor environment."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "long_video", "task_class": "attribute-change", "scene_type": "animals_wildlife", "duration_group": ">30min", "duration_s": 1929.253152, "attack_pct": 0.0997886278559442, "license": "MIT", "selection_order": 654, "video": "videos/f9024bab0b0f72cf64c288b557adaf15e7f81492614274e945eb6c826aad7f26.mp4", "video_id": "f9024bab0b0f72cf64c288b557adaf15e7f81492614274e945eb6c826aad7f26"}
{"item_id": "LongTimeScope_428", "benchmark": "LongTimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words.\\n\\nQuestion: What does the golden retriever do after getting out of the box?", "options": ["lies on the ground", "kisses the man", "eats the food", "follows the baby", "plays with the ball", "gets back into the box"], "answer": "D", "answer_idx": 3, "n_options": 6, "chance": 0.166667, "capability": "grounding", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 18000.0, "attack_pct": 0.2616335355621531, "license": "unknown", "selection_order": 657, "video": "videos/7a44ce6989d212247e399ec63a237537d7575e3568b3cb138f69e1d20a2162e3.mp4", "video_id": "7a44ce6989d212247e399ec63a237537d7575e3568b3cb138f69e1d20a2162e3"}
{"item_id": "HLV-1K_1812", "benchmark": "HLV-1K", "question": "Where is the anthropomorphic elephant character dressed in a white outfit with a red bow tie standing amidst the festivities?", "options": ["In a ball pit surrounded by multi-colored balls.", "Near a green trash bin with some discarded items.", "On a small green hill dotted with flowers and bushes.", "In a room decorated with pastel colors and books."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "spatial-relationship", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 3819.009161, "attack_pct": 0.1158835678327094, "license": "MIT", "selection_order": 661, "video": "videos/f3ea8c8b819b529baa73348205bb9f9f276cba30fc73fce88879227ea7090a24.mp4", "video_id": "f3ea8c8b819b529baa73348205bb9f9f276cba30fc73fce88879227ea7090a24"}
{"item_id": "1846", "benchmark": "LVBench", "question": "What award did Ronaldo win?", "options": ["Maradona Scorer of the Year, Best Middle Eastern Player and Fans' Favorite Player Award", "Best Middle Eastern Player and Fan Favorite Player Award", "Best Men's Soccer Player, Best Middle Eastern Player and Fan Favorite Player Award", "Best Men's Soccer Player and Fan Favorite Player Award"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "event understanding", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 6654.049524, "attack_pct": 0.1223054085452433, "license": "CC-BY-NC-SA-4.0", "selection_order": 663, "video": "videos/ad8566ede603c060b550364c2934154fa9b6177fe6466b3ca427a3d607f0e972.mp4", "video_id": "ad8566ede603c060b550364c2934154fa9b6177fe6466b3ca427a3d607f0e972"}
{"item_id": "K9-Bench_3789", "benchmark": "K9-Bench", "question": "What specific behavioral cues does the dog display upon entering the grooming room and throughout his grooming session that communicate his personality and learned comfort with the routine?", "options": ["Barks, pants, licks lips, moves eagerly. Stands in tub, accepts washing, closes eyes during face cleaning.", "Wags tail, vocalizes softly, sniffs actively. Sits in tub, tolerates washing, remains still during face cleaning.", "Trots in, whines softly, sniffs exploratively. Leans against tub, endures washing, squints during face cleaning.", "Barks, pants, licks lips, moves eagerly. Sits in tub, tolerates washing, holds breath during face cleaning.", "Barks, pants, licks lips, moves eagerly. Sits in tub, tolerates washing, turns head during face cleaning."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "interaction analysis", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 778.890159, "attack_pct": 0.2417871434103524, "license": "CC-BY-NC-4.0", "selection_order": 664, "video": "videos/6591934bad394b64e921cd7b357b3c0a68aaed8519bc743268d89cfc8e65deaa.mp4", "video_id": "6591934bad394b64e921cd7b357b3c0a68aaed8519bc743268d89cfc8e65deaa"}
{"item_id": "634", "benchmark": "LVBench", "question": "How does the swallows in hats get to the rocks on the shore?", "options": ["It is blown to the shore by the wind", "It is photographed on the shore by lotus leaves", "It is washed ashore by the river", "It is patted by the tail of a fish"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "entity recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 4759.812063, "attack_pct": 0.1406915580224603, "license": "CC-BY-NC-SA-4.0", "selection_order": 673, "video": "videos/f81c4a98337e2a3956f6f314f3aaf4a30359a0a355f6a7ba51849a190b6291d5.mp4", "video_id": "f81c4a98337e2a3956f6f314f3aaf4a30359a0a355f6a7ba51849a190b6291d5"}
{"item_id": "SciVideoBench_126", "benchmark": "SciVideoBench", "question": "What is the purpose of the initial culture step shown at 02:05 before the transfer to complete media?", "options": ["To activate metabolic pathways needed for growth", "To allow cells to adapt to oxygen levels in minimal media", "To eliminate bacterial contaminants present in the stock", "To enrich for faster growing mutants", "To induce stress conditions for mutation selection", "To confirm genotype via auxotrophic markers", "To increase cell number before plating on complete media", "To measure initial growth rate on minimal media", "To synchronize cells in the same phase of growth", "To select for antibiotic resistance markers"], "answer": "F", "answer_idx": 5, "n_options": 10, "chance": 0.1, "capability": "knowledge", "task_class": "Biology", "scene_type": "science_experiment_lab", "duration_group": "10-30min", "duration_s": 690.026667, "attack_pct": 0.3849716019104169, "license": "custom", "selection_order": 675, "video": "videos/df94191a8996075c0af2845fe67f78434fc3b39c2a86caa21611df105054f89c.mp4", "video_id": "df94191a8996075c0af2845fe67f78434fc3b39c2a86caa21611df105054f89c"}
{"item_id": "VSI-Super-Wild_2925", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] At the indicated moment in this clip, which direction is the camera/person moving? (forward = the direction the camera is facing)", "options": ["forward-right", "backward-right", "forward-left", "backward-left"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VMR", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 828.561067, "attack_pct": 0.3863592358332258, "license": "unknown", "selection_order": 683, "video": "videos/35b1225465e9c53bddda1d508f61436844cf9c16eb7ac357deb5d95abf64a75e.mp4", "video_id": "35b1225465e9c53bddda1d508f61436844cf9c16eb7ac357deb5d95abf64a75e"}
{"item_id": "VSI-Super-Wild_1472", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] Here are 4 frames captured at different moments in the video. Each frame is shown from a slightly rotated viewpoint (30-60 degrees). Choose the option listing the frames by capture time, from first to last.", "options": ["Frame 1 → Frame 3 → Frame 2 → Frame 4", "Frame 1 → Frame 4 → Frame 2 → Frame 3", "Frame 1 → Frame 2 → Frame 3 → Frame 4", "Frame 3 → Frame 4 → Frame 2 → Frame 1"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VPO", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 712.6, "attack_pct": 0.3033674325545372, "license": "unknown", "selection_order": 684, "video": "videos/a57f60a5de5f65501720db310bdb2d79992ee0913c6882f9872d720402fec359.mp4", "video_id": "a57f60a5de5f65501720db310bdb2d79992ee0913c6882f9872d720402fec359"}
{"item_id": "TemporalBench_11948", "benchmark": "TemporalBench", "question": "Which caption best describes this video?", "options": ["The gymnast performs the following actions: Salto backward; Step out (feet land successively); Gainer salto (kick one leg forward before take-off). The gymnast performs the floor exercise, which include hop with 0.5 turn free leg extended above horizontal throughout.", "The gymnast performs the following actions: Gainer salto (kick one leg forward before take-off); Salto backward; Step out (feet land successively). The gymnast performs the floor exercise, which include hop with 0.5 turn free leg extended above horizontal throughout."], "answer": "A", "answer_idx": 0, "n_options": 2, "chance": 0.5, "capability": "knowledge", "task_class": "_none", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 1175.241909, "attack_pct": 0.2909352007228604, "license": "unknown", "selection_order": 689, "video": "videos/5c60bf1b3bf06fe683f7b7d33544d1d3f50c5927ec319b3cb435ed769c08f2ad.mp4", "video_id": "5c60bf1b3bf06fe683f7b7d33544d1d3f50c5927ec319b3cb435ed769c08f2ad"}
{"item_id": "S-EMBER_5986", "benchmark": "S-EMBER", "question": "How does this animal compare to the one I pointed at just before this?", "options": ["The current animal is a small ammonite fossil, while the previous one was a duck-billed dinosaur.", "The current animal is a lioness standing on rocks, while the previous one was a baby elephant.", "The current animal is a saber-toothed cat model, while the previous one was a mastodon skeleton.", "The current animal is a robust ground sloth, while the previous one was a smaller agile mammal.", "The current animal is a fossilized dinosaur tail, while the previous one was a marine ammonite."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "object_comparison", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.1331483154769588, "license": "CC-BY-NC-4.0", "selection_order": 701, "video": "videos/8e1f226b2b6e60b8715606872af355e6593a89958373c6fdba594357094cf589.mp4", "video_id": "8e1f226b2b6e60b8715606872af355e6593a89958373c6fdba594357094cf589"}
{"item_id": "K9-Bench_931", "benchmark": "K9-Bench", "question": "Trace the interaction loop initiated by the puppy pulling a red polka dot dress, the human's attempt to intervene, and the adult dog's subsequent actions regarding the clothes.", "options": ["Puppy pulls dress, human scolds and gives it to adult dog, who shakes it in front of puppy.", "Puppy pulls dress, human removes it and gives to adult dog, who carries it around puppy.", "Puppy pulls dress, human picks it up and places on adult dog, who growls while guarding it.", "Puppy pulls dress, human retrieves and shows to adult dog, who nudges it toward puppy.", "Puppy pulls dress, human intervenes saying it belongs to adult dog, who engages in tug-of-war."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "action sequence", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 707.999637, "attack_pct": 0.1066299858009552, "license": "CC-BY-NC-4.0", "selection_order": 703, "video": "videos/e8f0ac72cfde5ab32844455b711cfbd93811ad4b7ac7c36f3bdefba3a15c7900.mp4", "video_id": "e8f0ac72cfde5ab32844455b711cfbd93811ad4b7ac7c36f3bdefba3a15c7900"}
{"item_id": "TimeScope_1107", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words.\\n\\nQuestion: What does the golden retriever do after getting out of the box?", "options": ["lies on the ground", "kisses the man", "eats the food", "follows the baby", "plays with the ball", "gets back into the box"], "answer": "D", "answer_idx": 3, "n_options": 6, "chance": 0.166667, "capability": "grounding", "task_class": "_none", "scene_type": "science_experiment_lab", "duration_group": ">30min", "duration_s": 3600.0, "attack_pct": 0.2103878920872595, "license": "unknown", "selection_order": 707, "video": "videos/fcd4b44eb3a4824eacfe620cfae11527f6a1dd7b27676f5c048d13472fcf27aa.mp4", "video_id": "fcd4b44eb3a4824eacfe620cfae11527f6a1dd7b27676f5c048d13472fcf27aa"}
{"item_id": "ALLVB_3531", "benchmark": "ALLVB", "question": "What type of lighting is used in the scene where Eilis is writing a letter in her new bedroom?", "options": ["Natural light from a window", "Dim artificial light from a lamp", "Bright overhead lighting", "Flickering candlelight", "Soft light from a fireplace"], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Video Captioning", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 6718.753708, "attack_pct": 0.1143587840454369, "license": "CC-BY-NC-SA-4.0", "selection_order": 708, "video": "videos/ced59433d29243e54ba11bd24c33cbf7118a72fb69a742b5488ad505216389a0.mp4", "video_id": "ced59433d29243e54ba11bd24c33cbf7118a72fb69a742b5488ad505216389a0"}
{"item_id": "ALLVB_24254", "benchmark": "ALLVB", "question": "How do the emotions of Silvio and his wife contrast in the kitchen scene?", "options": ["Silvio is joyful, while his wife is indifferent.", "Silvio is angry, while his wife is calm.", "Silvio is anxious, while his wife is relaxed.", "Silvio is fearful, while his wife is confident.", "Silvio is sad, while his wife is happy."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Video Emotion Recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 7280.32, "attack_pct": 0.0729475926164967, "license": "CC-BY-NC-SA-4.0", "selection_order": 712, "video": "videos/52f5f472da041b6b30b082dde0ac4e83268ae9ade18e00ee495aeb83c58d36fd.mp4", "video_id": "52f5f472da041b6b30b082dde0ac4e83268ae9ade18e00ee495aeb83c58d36fd"}
{"item_id": "ALLVB_2121", "benchmark": "ALLVB", "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, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Needle-in-a-Haystack", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 5252.080167, "attack_pct": 0.0932538401962049, "license": "CC-BY-NC-SA-4.0", "selection_order": 717, "video": "videos/7b46602803092cb7c2bb0d8e9d836544b91a1a95480a8b029787430997726e9e.mp4", "video_id": "7b46602803092cb7c2bb0d8e9d836544b91a1a95480a8b029787430997726e9e"}
{"item_id": "S-EMBER_843", "benchmark": "S-EMBER", "question": "Where did I take the drawer from?", "options": ["You took the drawer from the nearby wooden cabinet.", "You pulled the drawer out of the tall black dresser.", "You took the drawer from the hallway outside the room.", "You picked up the drawer from the floor of the room.", "You pulled the drawer from underneath the large bed."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "location_trace", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 609.416667, "attack_pct": 0.072649089970311, "license": "CC-BY-NC-4.0", "selection_order": 720, "video": "videos/0f545ecfc564780f1f59b91874df680a39c0f929bf602b02e4f403687c96483b.mp4", "video_id": "0f545ecfc564780f1f59b91874df680a39c0f929bf602b02e4f403687c96483b"}
{"item_id": "SLVMBench_1500", "benchmark": "SLVMBench", "question": "What is the crucial first step that must be taken on the server before initiating a system state restore?", "options": ["You need to create and save a successful system state backup to a location, such as a local drive.", "You need to successfully create and complete a system state backup.", "You need to reboot the server into Directory Services Restore Mode (DSRM) to allow the system state files, which are normally in use, to be restored.", "You need to restart the server and boot it into Directory Services Repair Mode (DSRM).", "You need to restart the server in Safe Mode."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "core", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 652.22, "attack_pct": 0.0349167419646314, "license": "Apache-2.0", "selection_order": 721, "video": "videos/82ab93fc3125364ac1f10369922d7ad43d87522a5f77101364198732c477e86c.mp4", "video_id": "82ab93fc3125364ac1f10369922d7ad43d87522a5f77101364198732c477e86c"}
{"item_id": "ALLVB_7218", "benchmark": "ALLVB", "question": "How does Anderton's character evolve throughout the scenes?", "options": ["He becomes more distrustful of his colleagues.", "He transitions from a law enforcer to a fugitive.", "He develops a deeper relationship with his son.", "He becomes increasingly dependent on drugs.", "He starts to question the Precrime system."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Scene Recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 8709.283917, "attack_pct": 0.1584403640118755, "license": "CC-BY-NC-SA-4.0", "selection_order": 722, "video": "videos/aea2b0f19ce0511002a93d89139e027fa7a700a78e95d230dfb5df799838e63a.mp4", "video_id": "aea2b0f19ce0511002a93d89139e027fa7a700a78e95d230dfb5df799838e63a"}
{"item_id": "ALLVB_10322", "benchmark": "ALLVB", "question": "What variations of action does Munny perform while trying to mount the albino mare?", "options": ["He tries to calm the horse and then mounts it successfully.", "He hops around with one foot in the stirrup and then mounts it successfully.", "He falls back multiple times and then mounts it successfully.", "He talks to his children while trying to mount it.", "He uses a whip to control the horse and then mounts it successfully."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "Action Recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 7840.704, "attack_pct": 0.0570220730605395, "license": "CC-BY-NC-SA-4.0", "selection_order": 724, "video": "videos/cfe616085d874d6b155e11ade316157b0296c2d58f18a9a5c2b81af1c2bf45df.mp4", "video_id": "cfe616085d874d6b155e11ade316157b0296c2d58f18a9a5c2b81af1c2bf45df"}
{"item_id": "S-EMBER_3697", "benchmark": "S-EMBER", "question": "How much was the White Out branded product directly to the right of the pencil sharpener I just picked up?", "options": ["The White Out branded product was priced at $2.49.", "The White Out branded product was priced at $2.79.", "The White Out branded product was priced at $1.79.", "The White Out branded product was priced at $3.49.", "The White Out branded product was priced at $24.99."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "visual_detail_recall", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.083333, "attack_pct": 0.0704546921388924, "license": "CC-BY-NC-4.0", "selection_order": 730, "video": "videos/ce03d11656de64f8d7869cd3cf6814afc3eaedcfbfb5d36eed3666743977a883.mp4", "video_id": "ce03d11656de64f8d7869cd3cf6814afc3eaedcfbfb5d36eed3666743977a883"}
{"item_id": "S-EMBER_3332", "benchmark": "S-EMBER", "question": "How long did I spend checking out Philbert?", "options": ["The video does not provide information on how long you spent checking.", "You spent approximately 3 seconds checking out the statue of Philbert.", "You spent a brief moment, likely just a few seconds, looking at Philbert.", "You spent approximately 20 seconds checking out the statue of Philbert.", "You paused at the Philbert statue for about 10 seconds."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.25, "attack_pct": 0.1725990706079772, "license": "CC-BY-NC-4.0", "selection_order": 732, "video": "videos/575ccc29818c3571962e062af1eeeb5a80d1d83ba0363bfd4016c1bf24a95e44.mp4", "video_id": "575ccc29818c3571962e062af1eeeb5a80d1d83ba0363bfd4016c1bf24a95e44"}
{"item_id": "Video-MME-v2_1567", "benchmark": "Video-MME-v2", "question": "Why did the waiter make the mother wait for a while when she was about to leave in the video?", "options": ["Because the waiter noticed that the mother was taking care of the child and wanted to prioritize coordinating a suitable seat.", "Because the waiter wishes to recheck the ranking order to ensure fair treatment of each customer.", "Because the waiter noticed that the system displayed a vacant seat, they immediately arranged for the mother to be seated.", "Because the waiter just saw the tablet and noticed that a guest had cancelled their reservation.", "Because the waiter just received a notification that the cancelled reservation has just vacated a suitable space.", "Because the waiter wants to confirm if there are any other available tables to avoid keeping guests with children waiting for too long.", "Because the waiter saw the manager leave and didn't want to follow his ideas anymore.", "Because the waiter just received a new message that a table of guests has left early and the space is vacant."], "answer": "G", "answer_idx": 6, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 605.297778, "attack_pct": 0.0648315476958822, "license": "MIT", "selection_order": 734, "video": "videos/963731dd635a7a13673e72b43cdbe4a2af1aedadf2cb004cf63ab66557f95503.mp4", "video_id": "963731dd635a7a13673e72b43cdbe4a2af1aedadf2cb004cf63ab66557f95503"}
{"item_id": "StreamingBench_2381", "benchmark": "StreamingBench", "question": "What is the man in the video holding right now?", "options": ["A wrench.", "An air pump.", "A screwdriver.", "A flashlight."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Object Perception", "scene_type": "aerial_drone_urban_navigation", "duration_group": "10-30min", "duration_s": 669.849252, "attack_pct": 0.5971101716793598, "license": "unknown", "selection_order": 741, "video": "videos/e66bac6e0e7d4031dfddbaba2ccab077bc37f46bae15335d33cb1a7114e3a914.mp4", "video_id": "e66bac6e0e7d4031dfddbaba2ccab077bc37f46bae15335d33cb1a7114e3a914"}
{"item_id": "1080", "benchmark": "LVBench", "question": "What animal is shown in the scene that follows the scene Karen Sim submits a sighting photo and earns a badge on the phone?", "options": ["Whale", "Crocodile", "Lizard", "Hippo"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "entity recognition", "scene_type": "aerial_drone_urban_navigation", "duration_group": ">30min", "duration_s": 2664.652336, "attack_pct": 0.595569252613915, "license": "CC-BY-NC-SA-4.0", "selection_order": 742, "video": "videos/99714d9dffb30143dd81ba8197f3944d1d160a9f9eec5cbc4ea944cd1893a711.mp4", "video_id": "99714d9dffb30143dd81ba8197f3944d1d160a9f9eec5cbc4ea944cd1893a711"}
{"item_id": "LongVideo-Reason-eval_809", "benchmark": "LongVideo-Reason-eval", "question": "The red pin on the world map shown during 0:00:40-0:00:50 most likely indicates the geographical location of which structure featured later in the video?", "options": ["The Village of Gasadalur's white houses with black roofs", "The Meteora monasteries with red roofs on cliffs", "The Paro Taktsang monastery with a golden roof", "The solitary white house on Just Room Enough Island"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal", "scene_type": "ai_generated_synthetic", "duration_group": "10-30min", "duration_s": 617.627574, "attack_pct": 0.9696334064799276, "license": "Apache-2.0", "selection_order": 748, "video": "videos/465563923eae293a767f45ff77901966327f347340e6e3e232e040a42fb05c7a.mp4", "video_id": "465563923eae293a767f45ff77901966327f347340e6e3e232e040a42fb05c7a"}
{"item_id": "HLV-1K_5901", "benchmark": "HLV-1K", "question": "Why did the red animated character cover their right eye with their left hand in front of an old-style computer monitor?", "options": ["The character was playing a game.", "The character was interacting with a cactus.", "The character was watching a movie.", "The character was reading a book."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "causal", "scene_type": "ai_generated_synthetic", "duration_group": ">30min", "duration_s": 2117.265125, "attack_pct": 0.3316687104685685, "license": "MIT", "selection_order": 749, "video": "videos/20c52781660d5a2cf291b6ab5e986d69f038ef146f7aa279102e3e4374fe7f61.mp4", "video_id": "20c52781660d5a2cf291b6ab5e986d69f038ef146f7aa279102e3e4374fe7f61"}
{"item_id": "K9-Bench_2914", "benchmark": "K9-Bench", "question": "Detail the sequence of events and behavioral responses that demonstrate a dog's excitement for a walk on a weekend morning, triggered by human interaction.", "options": ["Dog perks ears, whimpers, yelps, and jumps onto human after verbal cue.", "Dog stands alert with pricked ears, barks sharply, and nips human's hand.", "Dog twitches nose, grunts, barks, and mouths human's arm after verbal cue.", "Dog yawns, howls increasingly, and licks human's hand after verbal cue.", "Dog wags tail rapidly, circles human, and nuzzles leg after verbal cue."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "cause-effect analysis", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 604.18322, "attack_pct": 0.2006744546275977, "license": "CC-BY-NC-4.0", "selection_order": 755, "video": "videos/6092efbb27625e72db53c84623f14a3d07c8bf2966b63448167122fc52dcabcc.mp4", "video_id": "6092efbb27625e72db53c84623f14a3d07c8bf2966b63448167122fc52dcabcc"}
{"item_id": "HLV-1K_8911", "benchmark": "HLV-1K", "question": "Where is the metal bowl placed in the room?", "options": ["On a pink mat.", "On a striped rug.", "On a circular mat.", "On a patterned mat with the word 'BOWL'."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "spatial-relationship", "scene_type": "animals_wildlife", "duration_group": ">30min", "duration_s": 4835.067937, "attack_pct": 0.3945882277010455, "license": "MIT", "selection_order": 756, "video": "videos/be9773ac4996245ea8b37d15e35c328dbde65ef23b5c83ab9d5fdc8c36d6de11.mp4", "video_id": "be9773ac4996245ea8b37d15e35c328dbde65ef23b5c83ab9d5fdc8c36d6de11"}
{"item_id": "LongVideoBench_722", "benchmark": "LongVideoBench", "question": "Among the characters on the screen— a man with curly brown hair wearing a striped shirt and holding a blue egg beater while whisking eggs, and a woman with long brown hair wearing a white short-sleeve T-shirt and holding a dark blue egg beater while whisking eggs— which character appears first?", "options": ["They appear at the same time.", "The woman with long brown hair wearing a white short-sleeve T-shirt.", "The man with curly brown hair wearing a striped shirt.", "The man with short brown hair wearing a white short-sleeve T-shirt."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "O3O", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 1238.445542, "attack_pct": 0.5542629404930941, "license": "CC-BY-NC-SA-4.0", "selection_order": 762, "video": "videos/ce281a4fec45597dd325257cbcf6b138362250c54ec09aafca58b9f68888cb86.mp4", "video_id": "ce281a4fec45597dd325257cbcf6b138362250c54ec09aafca58b9f68888cb86"}
{"item_id": "HERBench_1153", "benchmark": "HERBench", "question": "How many times does the action-object pair 'tap fork' occur in this video?", "options": ["3", "4", "5", "7", "6"], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "Action Counting", "scene_type": "cooking_food", "duration_group": ">30min", "duration_s": 1910.833333, "attack_pct": 0.7325012908222538, "license": "CC-BY-NC-SA-4.0", "selection_order": 763, "video": "videos/50d8e02f17030e73346f3836fa72879eb31eef5ccfcc2ae3d61cf508461cbdea.mp4", "video_id": "50d8e02f17030e73346f3836fa72879eb31eef5ccfcc2ae3d61cf508461cbdea"}
{"item_id": "LongVideoBench_503", "benchmark": "LongVideoBench", "question": "In a white room, there is a man wearing a dark blue jacket speaking on the screen. In front of him is a black microphone. He has dark skin and a mustache. On the wall behind him, there's a black map. To the left of the frame, there is a whiteboard, and to the right, there is also a wall with a piece of paper in a black frame. While this man is writing on a black background with white text that says 'How much data do we need?', what change occurs?", "options": ["He puts on glasses", "He changes to a grey microphone", "He puts on a hat", "He changes to black clothes", "He changes to white clothes"], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "SAA", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 967.966667, "attack_pct": 0.1648622047244094, "license": "CC-BY-NC-SA-4.0", "selection_order": 769, "video": "videos/42f831047ac52017f4a0fd1e6b89d8ec16aff86301705640e167283098456d09.mp4", "video_id": "42f831047ac52017f4a0fd1e6b89d8ec16aff86301705640e167283098456d09"}
{"item_id": "HLV-1K_5325", "benchmark": "HLV-1K", "question": "During the NASA presentation from 1629.0 to 1744.0 seconds, which direction did the visual aids indicate the glaciers were moving over the years?", "options": ["From the Arctic towards the equator.", "From Greenland towards Russia.", "From the Arctic towards the North Pole.", "From the Arctic towards the South Pole."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object-direction", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 3296.444082, "attack_pct": 0.2614318445850006, "license": "MIT", "selection_order": 770, "video": "videos/c49eb2af46f7c34d93ef66a775be734e57caf067db45510940d5082dbf0483b2.mp4", "video_id": "c49eb2af46f7c34d93ef66a775be734e57caf067db45510940d5082dbf0483b2"}
{"item_id": "HLV-1K_9093", "benchmark": "HLV-1K", "question": "At what point in the video does the camera focus on the detailed view of a mechanically-focused workbench featuring a sheet of paper filled with technical drawings and various tools?", "options": ["At 1441.0 seconds.", "At 1544.0 seconds.", "At 2006.0 seconds.", "At 2214.0 seconds."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "camera-direction", "scene_type": "embodied_robot_manipulation", "duration_group": ">30min", "duration_s": 3772.244172, "attack_pct": 0.7521943978314186, "license": "MIT", "selection_order": 777, "video": "videos/9a6517be541557c6b9925289ab912d1e6bf8be8c63db9c140449d073d9cea800.mp4", "video_id": "9a6517be541557c6b9925289ab912d1e6bf8be8c63db9c140449d073d9cea800"}
{"item_id": "Causal2Needles_340", "benchmark": "Causal2Needles", "question": "What embarrassing situation caused Jake to hurry to a nearby pond to clean himself up?\nWhen the embarrassing situation occurs, what color is the beanie the man is wearing?", "options": ["Brown", "Black", "Gray", "Green"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "2-description/symon", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 609.872109, "attack_pct": 0.3798567187298309, "license": "CC-BY-NC-SA-4.0", "selection_order": 783, "video": "videos/955b8b99f5ba5593040b9b21af4a7376cb24c099b7ceab7f804d5d0d7521ee0f.mp4", "video_id": "955b8b99f5ba5593040b9b21af4a7376cb24c099b7ceab7f804d5d0d7521ee0f"}
{"item_id": "HourVideo_716", "benchmark": "HourVideo", "question": "What was the camera wearer drinking from during the tidy up process?", "options": ["Can of Drink", "Bottle", "Glass", "Cup", "Mug"], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "perception/information_retrieval/factual_recall", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1461.566667, "attack_pct": 0.3165902930166516, "license": "Apache-2.0", "selection_order": 790, "video": "videos/ae31c0ace8218e0aef30f93a83c93ce77df3525210d29639e81561fabe91f254.mp4", "video_id": "ae31c0ace8218e0aef30f93a83c93ce77df3525210d29639e81561fabe91f254"}
{"item_id": "HLV-1K_6430", "benchmark": "HLV-1K", "question": "Why does the individual examine the yellow fruit or vegetable in the video event from 1125.0 to 1217.0 seconds?", "options": ["To check its ripeness.", "To identify its type.", "To inspect its interior seeds.", "To prepare it for cooking."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "causal", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 2295.617596, "attack_pct": 0.2635536336646444, "license": "MIT", "selection_order": 791, "video": "videos/4d3f617cfcf9990d67d974b0d600bf2e43673b94332e2c2b2a934b64f235cf95.mp4", "video_id": "4d3f617cfcf9990d67d974b0d600bf2e43673b94332e2c2b2a934b64f235cf95"}
{"item_id": "K9-Bench_399", "benchmark": "K9-Bench", "question": "What was the cause of the dogs' deep sleep on the carriage tours, and what does this suggest about the day's activities?", "options": ["Dogs sleeping due to air currents, horse proximity, and quiet observation.", "Dogs sleeping from slow pace, secure position, and sensory input.", "Dogs sleeping from rocking motion, wheel sounds, and elevated position.", "Dogs sleeping due to rhythmic swaying, warm weather, and attention.", "Dogs sleeping after constant movement, new stimuli, and daily activities."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "cause-effect analysis", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 1107.475737, "attack_pct": 0.3423663998967342, "license": "CC-BY-NC-4.0", "selection_order": 797, "video": "videos/adbef723c0f8d1147051d8264285c089856ecc5a873135e9306dc649ab4b24a0.mp4", "video_id": "adbef723c0f8d1147051d8264285c089856ecc5a873135e9306dc649ab4b24a0"}
{"item_id": "HLV-1K_8421", "benchmark": "HLV-1K", "question": "What happens after the scene featuring a man in a well-lit indoor space discussing art and technology?", "options": ["The scene transitions to a coastal area with a person standing amidst a field of wildflowers.", "The scene shifts to a laboratory where a man is involved in brain activity research.", "The scene focuses on a man standing outdoors in a park or garden setting.", "The scene highlights a close-up view of a 'realme' branded item placed on a textured surface."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal-relationship", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 4785.098594, "attack_pct": 0.2290886794888343, "license": "MIT", "selection_order": 798, "video": "videos/4a0bbcb1a81b4cbcbc9a3b164ea78cade29536aed2250021ca93464439078de8.mp4", "video_id": "4a0bbcb1a81b4cbcbc9a3b164ea78cade29536aed2250021ca93464439078de8"}
{"item_id": "LongVideo-Reason-eval_803", "benchmark": "LongVideo-Reason-eval", "question": "Based on the video's content and progression, which step in the car modification process immediately follows the tack-welding of radiator supports according to the demonstrated workflow?\nC. Cleaning up wiring on the firewall", "options": ["A. Measuring the motor alignment", "B. Installing the water pump pulleys", "D. Painting the engine components"], "answer": "C", "answer_idx": 2, "n_options": 3, "chance": 0.333333, "capability": "temporal", "task_class": "temporal", "scene_type": "industrial_construction_manufacturing", "duration_group": "10-30min", "duration_s": 939.038186, "attack_pct": 0.4459064799277139, "license": "Apache-2.0", "selection_order": 804, "video": "videos/e170abafcd792b322091969e5a33f597ea04e12ede2cc58b79fb1465004a7c5f.mp4", "video_id": "e170abafcd792b322091969e5a33f597ea04e12ede2cc58b79fb1465004a7c5f"}
{"item_id": "HLV-1K_1178", "benchmark": "HLV-1K", "question": "In the video event from 1840.0 to 1908.0 seconds, where is the land vehicle located in relation to the worker inspecting the wall?", "options": ["On the right side of the worker.", "On the left side of the worker.", "Directly in front of the worker.", "Behind the worker."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "spatial-relationship", "scene_type": "industrial_construction_manufacturing", "duration_group": ">30min", "duration_s": 2735.960816, "attack_pct": 0.6626758745320769, "license": "MIT", "selection_order": 805, "video": "videos/cede3ccbd682851ea52b04ba95bfea449f6ed8ff70c921a88e71b0cebafa1b10.mp4", "video_id": "cede3ccbd682851ea52b04ba95bfea449f6ed8ff70c921a88e71b0cebafa1b10"}
{"item_id": "VideoKR_1573", "benchmark": "VideoKR", "question": "Based on the microscopic features visible in the tissue image, which category best fits the lesion’s distribution and extent?", "options": ["Hemorrhage extending into adjacent brain parenchyma", "Hemorrhage confined to the subependymal region", "Hemorrhage with ventricular dilatation from blood accumulation", "Hemorrhage extending into ventricles without ventricular enlargement"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "_none", "scene_type": "medical_clinical_first_aid", "duration_group": "10-30min", "duration_s": 1647.614281, "attack_pct": 0.7215131663869885, "license": "Apache-2.0", "selection_order": 811, "video": "videos/9066be4f568f7d415f4914a9763d194b7f59cd184ebc9875fb82d1b4539866a6.mp4", "video_id": "9066be4f568f7d415f4914a9763d194b7f59cd184ebc9875fb82d1b4539866a6"}
{"item_id": "HLV-1K_5441", "benchmark": "HLV-1K", "question": "What happened after the scene where a small dog is being held in a human's hand in a veterinary or care setting?", "options": ["The scene transitions to a tranquil seaside with a rugged rock formation and a vibrant turquoise ocean.", "The scene transitions to a clinical setting with a young kangaroo-like animal on an examination table.", "The scene transitions to a forest-like environment with two people walking along a dirt path under trees.", "The scene transitions to a veterinary or animal care facility with a light-colored animal and a dog with a blue bandage."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal-relationship", "scene_type": "medical_clinical_first_aid", "duration_group": ">30min", "duration_s": 2216.73941, "attack_pct": 0.1721553504582419, "license": "MIT", "selection_order": 812, "video": "videos/c16d42e7c663827d363f99d56aaa36afc83c1aab592bea3b90aa9c87b0be7348.mp4", "video_id": "c16d42e7c663827d363f99d56aaa36afc83c1aab592bea3b90aa9c87b0be7348"}
{"item_id": "MLVU_2135", "benchmark": "MLVU", "question": "Arrange the following events from the video in the correct chronological order: (1)The group begins to dance in unison; (2)Some of the group are on their feet; (3)A group gathers to the center of a gym floor; (4)Some are in wheel chairs.\n(A) 1->2->3->4\n(B) 2->3->1->4\n(C) 4->3->2->1\n(D) 3->1->2->4\n", "options": ["1->2->3->4", "2->3->1->4", "4->3->2->1", "3->1->2->4"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "order", "scene_type": "music_dance_performance", "duration_group": "10-30min", "duration_s": 708.441775, "attack_pct": 0.992085646056538, "license": "CC-BY-NC-SA-4.0", "selection_order": 818, "video": "videos/2d9d454d42532d2b136d1d88fc436d2133156ae443695f2add39c3104aa038b1.mp4", "video_id": "2d9d454d42532d2b136d1d88fc436d2133156ae443695f2add39c3104aa038b1"}
{"item_id": "HLV-1K_51", "benchmark": "HLV-1K", "question": "Where were the three individuals seated closely together at the beginning and end of the video?", "options": ["On a bed.", "On a couch.", "On a stage.", "In a car."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "spatial-relationship", "scene_type": "music_dance_performance", "duration_group": ">30min", "duration_s": 2273.856, "attack_pct": 0.5333274170646702, "license": "MIT", "selection_order": 819, "video": "videos/93121bfc99fe88e6c236f428b29b74b96bebcb34c79660edb4a82c29041e5446.mp4", "video_id": "93121bfc99fe88e6c236f428b29b74b96bebcb34c79660edb4a82c29041e5446"}
{"item_id": "KFS-Bench_393", "benchmark": "KFS-Bench", "question": "In the middle of the screen, there is a man wearing black clothes and a black hat talking to a man wearing a gray coat. On the left side, there is a man wearing a windbreaker. In the video, which subtitle appears along with the man wearing a black hat?", "options": ["(SINGING) Don't settle for some of the taste some of the time", "of the most influential bands of all time", "heart disease, and birth defects including", "I know every inch of the 707."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "lvb/TOS", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 1517.875, "attack_pct": 0.9713356783270944, "license": "unknown", "selection_order": 825, "video": "videos/d09a5eb8a92532fab70f740134d918e1f6c113911d268046f218a7a339140205.mp4", "video_id": "d09a5eb8a92532fab70f740134d918e1f6c113911d268046f218a7a339140205"}
{"item_id": "LongVideoBench_1240", "benchmark": "LongVideoBench", "question": "Which mode of transportation is mentioned first in the video?", "options": ["A blue and black sports car", "A white and black sports car", "A yellow and black sports car", "A purple and black sports car", "A silver sports car"], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "O3O", "scene_type": "other", "duration_group": "10-30min", "duration_s": 1158.758759, "attack_pct": 0.4894959339099006, "license": "CC-BY-NC-SA-4.0", "selection_order": 832, "video": "videos/edb7889b84ee99c1cf06753c1928177ebada04823f02cff3d96415cde2f74b45.mp4", "video_id": "edb7889b84ee99c1cf06753c1928177ebada04823f02cff3d96415cde2f74b45"}
{"item_id": "HLV-1K_3645", "benchmark": "HLV-1K", "question": "What is the color of the parked car near the curb at 499.0 seconds into the video?", "options": ["Red.", "Blue.", "White.", "Black."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object understanding", "scene_type": "other", "duration_group": ">30min", "duration_s": 2415.386122, "attack_pct": 0.7588744029947077, "license": "MIT", "selection_order": 833, "video": "videos/fb11a407a408755e67a4bea536f7a186f8759c7ca5a0f28329a63e88b8400d74.mp4", "video_id": "fb11a407a408755e67a4bea536f7a186f8759c7ca5a0f28329a63e88b8400d74"}
{"item_id": "LongVideoBench_654", "benchmark": "LongVideoBench", "question": "In a room with white walls, there is a beige curved table with a computer on it. When the subtitle 'we're about to fly well I think it's a' appears, what objects are present on the screen?", "options": ["black remote control", "white computer", "white keyboard", "blue hat", "red coat"], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "T2O", "scene_type": "science_experiment_lab", "duration_group": "10-30min", "duration_s": 980.96, "attack_pct": 0.8189621789079644, "license": "CC-BY-NC-SA-4.0", "selection_order": 839, "video": "videos/62a21520af5dfa18d36db488fecd043cea4c04cddf4565a89d4dd3abc0efd4bf.mp4", "video_id": "62a21520af5dfa18d36db488fecd043cea4c04cddf4565a89d4dd3abc0efd4bf"}
{"item_id": "HLV-1K_4691", "benchmark": "HLV-1K", "question": "Does the camera move closer to the individual’s hand in a blue glove or does the individual move their hand closer to the camera between 3440.0 seconds and 3557.0 seconds?", "options": ["The camera moves closer to the individual’s hand.", "The individual moves their hand closer to the camera.", "The camera moves away from the individual’s hand.", "The individual moves their hand away from the camera."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "camera-direction", "scene_type": "science_experiment_lab", "duration_group": ">30min", "duration_s": 3599.58059, "attack_pct": 0.9899719246159804, "license": "MIT", "selection_order": 840, "video": "videos/67a036c2633a93fbaed44f5cbb81d2b54dd44b39b0892730204826b62089d377.mp4", "video_id": "67a036c2633a93fbaed44f5cbb81d2b54dd44b39b0892730204826b62089d377"}
{"item_id": "K9-Bench_3309", "benchmark": "K9-Bench", "question": "What observable cue from the handler causes the dog's hesitation and subsequent run-out around the final jump, and how does the dog's immediate reaction reflect a misinterpretation rather than a lack of ability?", "options": ["Handler extends arm outward, dog runs around jump but quickly recovers.", "Handler steps to the side, dog runs around jump but quickly recovers.", "Handler gives delayed verbal command, dog runs around jump but quickly recovers.", "Handler pauses running, dog runs around jump but quickly recovers.", "Handler pivots body, dog runs around jump but quickly recovers."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "cause-effect analysis", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 637.271655, "attack_pct": 0.7142280882922422, "license": "CC-BY-NC-4.0", "selection_order": 846, "video": "videos/066f4a085ff69979482b8199e2909f11431522e1728e27508d459aafdfda958d.mp4", "video_id": "066f4a085ff69979482b8199e2909f11431522e1728e27508d459aafdfda958d"}
{"item_id": "HLV-1K_1427", "benchmark": "HLV-1K", "question": "Where is the man in the red and white sports jersey located in relation to the man in the designed shirt at 588.0 seconds?", "options": ["Directly in front of him.", "Slightly behind and to the left.", "To the right.", "Behind and to the right."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "spatial-relationship", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 3540.532245, "attack_pct": 0.4490851297276365, "license": "MIT", "selection_order": 847, "video": "videos/664530b0a13af7fa427f6c88202fa7c680be7faa09cf8d84b9c2e46a4f8a892b.mp4", "video_id": "664530b0a13af7fa427f6c88202fa7c680be7faa09cf8d84b9c2e46a4f8a892b"}
{"item_id": "ForeSeaQA_415", "benchmark": "ForeSeaQA", "question": "Did you see someone clapping at the door?", "options": ["Yes, the man in the hat", "Yes, the black man without a hat", "No, I didn't see anyone", "Yes, the man in green"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "activity", "scene_type": "surveillance_security_anomaly", "duration_group": "10-30min", "duration_s": 1054.756009, "attack_pct": 0.8296114625016136, "license": "custom", "selection_order": 853, "video": "videos/fb7f123d2917d42d90528bb70873f390c82de30fbb11e36b5aa304058ba811f6.mp4", "video_id": "fb7f123d2917d42d90528bb70873f390c82de30fbb11e36b5aa304058ba811f6"}
{"item_id": "ForeSeaQA_584", "benchmark": "ForeSeaQA", "question": "How many times did a bird walk onto the roadside?", "options": ["One time.", "Three times.", "Four times.", "Two times."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "counting", "scene_type": "surveillance_security_anomaly", "duration_group": ">30min", "duration_s": 2112.852993, "attack_pct": 0.8580095520846779, "license": "custom", "selection_order": 854, "video": "videos/240463a5cb0fc86c8ca4e1332c371f3ce5525013b86bb5366b3bd0359cc6a328.mp4", "video_id": "240463a5cb0fc86c8ca4e1332c371f3ce5525013b86bb5366b3bd0359cc6a328"}
{"item_id": "LongVideo-Reason-eval_57", "benchmark": "LongVideo-Reason-eval", "question": "What is the primary intention behind featuring \"Mom's first ride in a supra!\" and the repeated focus on the modified Toyota Supra with a blue engine in the TRC video?", "options": ["To promote TRC's sponsors (Manley Performance, Real Street Racing) by showcasing their products in action.", "To document the car's technical modifications and performance testing for a racing build series.", "To highlight street racing events on the Capital Beltway as part of TRC's event coverage.", "To share a personal bonding experience between family members in a high-performance vehicle."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "goal", "scene_type": "traffic_driving_accidents", "duration_group": "10-30min", "duration_s": 1100.416871, "attack_pct": 0.9810813863431006, "license": "Apache-2.0", "selection_order": 860, "video": "videos/cf425d8ae87eeaf5a58f38d002c44f9b6e403750a9f15eb4612e3188c937d7e8.mp4", "video_id": "cf425d8ae87eeaf5a58f38d002c44f9b6e403750a9f15eb4612e3188c937d7e8"}
{"item_id": "HLV-1K_1510", "benchmark": "HLV-1K", "question": "What is the correct sequence of events in the video from 2134.0 to 2199.0 seconds?", "options": ["The event starts with a focus on the driver's side, then shifts to the central console area, and finally captures various angles of the dashboard.", "The event starts with a focus on the central console area, then shifts to the driver's side, and finally captures various angles of the dashboard.", "The event starts with capturing various angles of the dashboard, then shifts to the central console area, and finally focuses on the driver's side.", "The event starts with capturing various angles of the dashboard, then shifts to the driver's side, and finally focuses on the central console area."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "time-order", "scene_type": "traffic_driving_accidents", "duration_group": ">30min", "duration_s": 2562.763175, "attack_pct": 0.9113366464437846, "license": "MIT", "selection_order": 861, "video": "videos/d271710c5cb0fea31d6ddacc04b26f3df79ca81b9ec3dc40f616c125ae6d8eb0.mp4", "video_id": "d271710c5cb0fea31d6ddacc04b26f3df79ca81b9ec3dc40f616c125ae6d8eb0"}
{"item_id": "LongVideo-Reason-eval_637", "benchmark": "LongVideo-Reason-eval", "question": "Based on the cumulative evidence in the video, what is the most likely primary role of the man featured in the video, and what key contextual clue definitively confirms this role?", "options": ["A. Professional gamer; presence of gaming monitors and Star Wars collectibles", "C. Technology product reviewer; \"Hardware Unboxed\" logo and repeated references to monitor specifications/price comparisons", "B. Science fiction author; spaceship/robot models and \"Hardware Unboxed\" branding", "D. Streaming hardware designer; cluttered workspace with prototypes and technical diagrams"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "long_video", "task_class": "temporal", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 648.765533, "attack_pct": 0.9185168452304118, "license": "Apache-2.0", "selection_order": 867, "video": "videos/95a5c790990cd1d1f2f5ad1455fed3dd0a9594ee4c234613be1ee8bae447e87d.mp4", "video_id": "95a5c790990cd1d1f2f5ad1455fed3dd0a9594ee4c234613be1ee8bae447e87d"}
{"item_id": "HLV-1K_4451", "benchmark": "HLV-1K", "question": "During the event from 949.0 to 1013.0 seconds, does the camera focus more on the player's inventory or the surrounding environment?", "options": ["The camera focuses more on the player's inventory.", "The camera focuses more on the surrounding environment.", "The camera equally focuses on both the player's inventory and the surrounding environment.", "The camera does not focus on either the player's inventory or the surrounding environment."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "camera-direction", "scene_type": "video_games_software_ui", "duration_group": ">30min", "duration_s": 2040.081995, "attack_pct": 0.2404479153220601, "license": "MIT", "selection_order": 868, "video": "videos/95a1a0250c2e9b3ad2fccf04881c1eeda1cdd16601c7cbe03d5822632f5f778d.mp4", "video_id": "95a1a0250c2e9b3ad2fccf04881c1eeda1cdd16601c7cbe03d5822632f5f778d"}
{"item_id": "VSI-Super-Wild_3706", "benchmark": "VSI-Super-Wild", "question": "[Ordering] In this video, choose the option listing the four objects by first-appearance time.", "options": ["traffic light → vending machine → bollard → table", "bollard → traffic light → vending machine → table", "bollard → vending machine → table → traffic light", "table → bollard → vending machine → traffic light"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "VOO", "scene_type": "aerial_drone_urban_navigation", "duration_group": "10-30min", "duration_s": 862.223767, "attack_pct": 0.9532803020524074, "license": "unknown", "selection_order": 874, "video": "videos/c36f4445db3716882ad6028357d3c5989736b9df47c80236cbb59bda82d8c39b.mp4", "video_id": "c36f4445db3716882ad6028357d3c5989736b9df47c80236cbb59bda82d8c39b"}
{"item_id": "ScaleLong_1290", "benchmark": "ScaleLong", "question": "What foods are shown in the Ho Chi Minh City section of the video?", "options": ["Spring rolls and pho", "Fruit salad and ice cream", "Bread and grilled food", "Vietnamese noodles and coffee"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Video Event", "scene_type": "aerial_drone_urban_navigation", "duration_group": ">30min", "duration_s": 3853.083333, "attack_pct": 0.2643926681295985, "license": "unknown", "selection_order": 875, "video": "videos/66ac760b5c27f53eed23f209a4d129150c46bd92092c8bfdd87de11037b20df4.mp4", "video_id": "66ac760b5c27f53eed23f209a4d129150c46bd92092c8bfdd87de11037b20df4"}
{"item_id": "LongVideoBench_452", "benchmark": "LongVideoBench", "question": "A bullet hits the green tank and sparks fly. Who is the character that first appears after Bai mentions 'period in World War II'?", "options": ["The soldier wearing a red headscarf", "The soldier wearing a black headscarf and green camouflage uniform", "The soldier without a helmet, with short blond hair, wearing a green camouflage uniform", "The soldier wearing a green helmet, black scarf, and camouflage uniform", "The soldier wearing a green helmet and gray clothes"], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "T3O", "scene_type": "ai_generated_synthetic", "duration_group": "10-30min", "duration_s": 917.333333, "attack_pct": 0.3639069962566155, "license": "CC-BY-NC-SA-4.0", "selection_order": 881, "video": "videos/21186b2acec6fbb903aebec1d118850db1ce2351f96b1f93f5ffbe8777c6d9c7.mp4", "video_id": "21186b2acec6fbb903aebec1d118850db1ce2351f96b1f93f5ffbe8777c6d9c7"}
{"item_id": "LongVideo-Reason-eval_847", "benchmark": "LongVideo-Reason-eval", "question": "How many times does the text \"Tiger VS Sloth Bear\" explicitly appear in the video, and in which timestamp ranges does this occur?", "options": ["1 time (0:00:40–0:00:50 only)", "2 times (0:00:40–0:00:50 and 0:00:50–0:01:00)", "3 times (0:00:40–0:00:50, 0:00:50–0:01:00, and 0:01:40–0:01:50)", "0 times (the text is never shown)"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 932.931338, "attack_pct": 0.8656496062992126, "license": "Apache-2.0", "selection_order": 888, "video": "videos/f588cc1b5ea9c0b47b703bd533d367745b0a04f8083045b9fd4a7b71eb53f661.mp4", "video_id": "f588cc1b5ea9c0b47b703bd533d367745b0a04f8083045b9fd4a7b71eb53f661"}
{"item_id": "995", "benchmark": "LVBench", "question": "What appears on the screen before five deers eating the grass and then two giraffes walking on the grass?", "options": ["Bat-eared fox", "Bateleur", "Greater kudu", "Deer"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "event understanding", "scene_type": "animals_wildlife", "duration_group": ">30min", "duration_s": 4723.681814, "attack_pct": 0.4985236220472441, "license": "CC-BY-NC-SA-4.0", "selection_order": 889, "video": "videos/cf2cbbcee542335e013d4bfcc079e53c61476703dd545bea71cc31e329256ba4.mp4", "video_id": "cf2cbbcee542335e013d4bfcc079e53c61476703dd545bea71cc31e329256ba4"}
{"item_id": "HLV-1K_6315", "benchmark": "HLV-1K", "question": "What happens after the person inspects and prepares the meat on the grill in the bustling kitchen environment?", "options": ["The scene shifts to a vibrant urban setting with a man standing in front of a storefront.", "The person continues to handle the skewers on the grill.", "The scene transitions to a close-up of a plate of food prominently displaying a seasoned meat dish.", "The person starts cleaning the kitchen area."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal-relationship", "scene_type": "cooking_food", "duration_group": ">30min", "duration_s": 1947.318277, "attack_pct": 0.3277720407899832, "license": "MIT", "selection_order": 896, "video": "videos/6e5d89d3b6f458067f6517dbb32d4bef516183dc90317b45dba1121904a6e44d.mp4", "video_id": "6e5d89d3b6f458067f6517dbb32d4bef516183dc90317b45dba1121904a6e44d"}
{"item_id": "MMWorld_604", "benchmark": "MMWorld", "question": "What might be the reason to start with the eyes when drawing a face?", "options": ["Another possible reason to start with the eyes when drawing a face is that they are often considered the focal point and most expressive feature of the face, so establishing them first can help set the overall mood and character of the portrait.", "You want to start with the short distances which are easier to measure compared to longer distances. And then you can relate the rest of everything to the distance of the eyes.", "Another reason to start with the eyes when drawing a face could be that the eyes are often considered the most expressive feature and can set the tone for the overall expression and emotion of the face.", "The reason might be that the eyes are often considered the most expressive and important feature of the face, so starting with them helps establish the overall emotion and character of the portrait."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "Sports & Arts", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 953.504218, "attack_pct": 0.0837259584355234, "license": "unknown", "selection_order": 902, "video": "videos/9fa41cd9bc3830cd62b9329d1ab17d37dbe47f6dd489a9954e1ac30c5d6852be.mp4", "video_id": "9fa41cd9bc3830cd62b9329d1ab17d37dbe47f6dd489a9954e1ac30c5d6852be"}
{"item_id": "LongVideoBench_1328", "benchmark": "LongVideoBench", "question": "In the screen, on the PPT, there is a red rectangle with the word 'Reinforcement Learning' inside it, and below the rectangle is a segment of English text. Which subtitles have appeared together with it?", "options": ["quite grandiose so we'll dive into it", "better at it that is reinforcement and pictures right you have a database and", "with augmented data this paper is by", "plugin like here so this is basically"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "TOS", "scene_type": "embodied_robot_manipulation", "duration_group": "10-30min", "duration_s": 1334.033333, "attack_pct": 0.6181909126113334, "license": "CC-BY-NC-SA-4.0", "selection_order": 909, "video": "videos/c5c46a6987ca4924110758d9c01a663c24b530adb0f1e361c316543500dbad0a.mp4", "video_id": "c5c46a6987ca4924110758d9c01a663c24b530adb0f1e361c316543500dbad0a"}
{"item_id": "V2P-Bench_986", "benchmark": "V2P-Bench", "question": "How many times did the man in the blue triangle appear when explaining the situation in the 1990s as described in the video?", "options": ["8.", "9.", "6.", "7."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "4", "scene_type": "embodied_robot_manipulation", "duration_group": ">30min", "duration_s": 2141.204898, "attack_pct": 0.725918097327998, "license": "CC-BY-NC-4.0", "selection_order": 910, "video": "videos/1c0fb86033b660385b0b0b831413d88253b58025ec346997d6498c161976c56c.mp4", "video_id": "1c0fb86033b660385b0b0b831413d88253b58025ec346997d6498c161976c56c"}
{"item_id": "FineBench_6239", "benchmark": "FineBench", "question": "At 691 seconds into the video: How would you describe what the person on the left is doing with the item?", "options": ["sail boat and shoot", "put down and answer phone", "carry/hold (an object) and drive (e.g., a car, a truck)", "carry/hold (an object) and eat"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "OBJECT_MANIPULATION", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 911.043467, "attack_pct": 0.9871563185749322, "license": "MIT", "selection_order": 916, "video": "videos/f90617305dd005a0572682d96a22ae521f8dfbfa40005166fb5c26feacd65176.mp4", "video_id": "f90617305dd005a0572682d96a22ae521f8dfbfa40005166fb5c26feacd65176"}
{"item_id": "HLV-1K_871", "benchmark": "HLV-1K", "question": "What happens after the bear is seen holding a stack of colorful books in a well-lit room with blue-patterned wallpaper?", "options": ["The bear moves to a kitchen area and washes dishes.", "The bear interacts with a bookcase filled with books and scattered items.", "The bear is seen in motion, possibly using a broom or mop.", "The bear is seen holding a red telephone to its ear."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal-relationship", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 1904.38458, "attack_pct": 0.1223780172970182, "license": "MIT", "selection_order": 917, "video": "videos/5c57548d91428c68cb55ff7626315e20bb5255c77388d16e824fe53115eba835.mp4", "video_id": "5c57548d91428c68cb55ff7626315e20bb5255c77388d16e824fe53115eba835"}
{"item_id": "KFS-Bench_402", "benchmark": "KFS-Bench", "question": "In a room with wooden walls, a woman in a grey strapless long dress stands in front of a white door, looking down and arranging her clothes. What is the object present in this scene?", "options": ["Bracelet", "Earrings", "Book", "Necklace", "A broom"], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "lvb/S2O", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 917.708458, "attack_pct": 0.8965405963598813, "license": "unknown", "selection_order": 923, "video": "videos/7a90adc1f60b04829fef65654f6a351055d2c7696ea022b46df1c1f43484bc9a.mp4", "video_id": "7a90adc1f60b04829fef65654f6a351055d2c7696ea022b46df1c1f43484bc9a"}
{"item_id": "HourVideo_1073", "benchmark": "HourVideo", "question": "What event immediately follows the camera wearer taking in their surroundings?", "options": ["Engaging with the environment by picking stones beside the road", "Continuing to walk without engaging with the environment", "Taking a photograph of the scenic view", "Sitting down on a bench to relax", "Meeting a friend along the road"], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "perception/information_retrieval/sequence_recall", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 2116.157, "attack_pct": 0.0457515812572608, "license": "Apache-2.0", "selection_order": 924, "video": "videos/ed87e681155a9073b18cc9d149732adfabf61fb7ae6db21dfeec75484d6c59b7.mp4", "video_id": "ed87e681155a9073b18cc9d149732adfabf61fb7ae6db21dfeec75484d6c59b7"}
{"item_id": "LongVideo-Reason-eval_368", "benchmark": "LongVideo-Reason-eval", "question": "Based on the recurring narrative elements and character actions, what is the most logical explanation for why the purple sports car is missing a front wheel in the later garage scene (0:08:20-0:08:30)?", "options": ["The wheel was removed for a promotional photo shoot with Skol Wheels.", "The car sustained damage during off-road driving shown earlier.", "The man is preparing to replace it with the Kenda tire unboxed earlier.", "The white dog from the hallway accidentally caused mechanical damage."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "plot", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 725.089524, "attack_pct": 0.4679956757454498, "license": "Apache-2.0", "selection_order": 930, "video": "videos/0a732348f8ea92e26910a9a5619a0ed6c94003021fa093bdd36b0731d5c1dcfa.mp4", "video_id": "0a732348f8ea92e26910a9a5619a0ed6c94003021fa093bdd36b0731d5c1dcfa"}
{"item_id": "4731", "benchmark": "LVBench", "question": "What does the man put on the table for people to see?", "options": ["An empty box", "A box of needles", "A box of sweets", "A box of cards"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "entity recognition", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 1975.646621, "attack_pct": 0.2669259068026333, "license": "CC-BY-NC-SA-4.0", "selection_order": 931, "video": "videos/c0b8d7db0d49fb68509f0cf23b1b4a7d125883c4bc0c03863292b979a5c784ec.mp4", "video_id": "c0b8d7db0d49fb68509f0cf23b1b4a7d125883c4bc0c03863292b979a5c784ec"}
{"item_id": "OVO-S-Bench_200", "benchmark": "OVO-S-Bench", "question": "(Question asked at 703.2 s into the video; 'current' refers to that moment.) In the frame shown right now, what surface is directly supporting the pliers before the person picks them up?", "options": ["The camera tripod", "The wooden floor", "The windowsill", "The miter saw stand"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "1.2.3", "scene_type": "industrial_construction_manufacturing", "duration_group": "10-30min", "duration_s": 1102.9, "attack_pct": 0.6521556731638053, "license": "unknown", "selection_order": 937, "video": "videos/ea230608386e2be19edcf4e5958bfe12b4591101c517ceac857e49bd7bc7dffe.mp4", "video_id": "ea230608386e2be19edcf4e5958bfe12b4591101c517ceac857e49bd7bc7dffe"}
{"item_id": "HourVideo_153", "benchmark": "HourVideo", "question": "After the camera wearer completes brushing off the sanded wood pieces, what is the next step they are likely to take in their woodworking project?", "options": ["The camera wearer will likely move on to assembling the sanded wood pieces into the final product, adding hardware components, or begin the finishing touches such as staining or sealing the wood.", "The camera wearer will likely move on to assembling the sanded wood pieces into the final product or begin the finishing touches such as oiling or waxing the wood to enhance its natural grain.", "The camera wearer will likely begin the finishing touches such as staining or sealing the wood.", "The camera wearer will likely move on to disassembling the sanded wood pieces from the final product or begin the initial touches such as priming or painting the wood.", "The camera wearer will likely move on to assembling the sanded wood pieces into the final product or begin the finishing touches such as staining or sealing the wood."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "reasoning/predictive", "scene_type": "industrial_construction_manufacturing", "duration_group": ">30min", "duration_s": 4044.866667, "attack_pct": 0.0386923970569252, "license": "Apache-2.0", "selection_order": 938, "video": "videos/58be15469e22717e9ab8024273f0873cfe00dc39924dda09047384aaabc137c4.mp4", "video_id": "58be15469e22717e9ab8024273f0873cfe00dc39924dda09047384aaabc137c4"}
{"item_id": "validation_Diagnostics_and_Laboratory_Medicine_15:Perception", "benchmark": "VideoMMMU", "question": "In 13:44, the speaker (audio) says: Postemorrhagic hydrocephalus occurs in approximately _____ of all patients with intra entricular hemorrhages.", "options": ["thirty-three percent", "half", "two-third", "one-third", "sixty-seven percent"], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "Perception", "scene_type": "medical_clinical_first_aid", "duration_group": "10-30min", "duration_s": 1647.614281, "attack_pct": 0.995465986833613, "license": "unknown", "selection_order": 944, "video": "videos/9066be4f568f7d415f4914a9763d194b7f59cd184ebc9875fb82d1b4539866a6.mp4", "video_id": "9066be4f568f7d415f4914a9763d194b7f59cd184ebc9875fb82d1b4539866a6"}
{"item_id": "HLV-1K_4544", "benchmark": "HLV-1K", "question": "What happened after the scene showing a woman in a white coat with 'DOCTOR' printed on the back amidst other medical professionals?", "options": ["A man in medical scrubs and a stethoscope is seen in a clinical setting with a sign, 'Room 10', suggesting a pediatric care area.", "A scene within a medical setting shows blue privacy curtains partly obscuring a healthcare professional attending to a patient on a stretcher.", "A scene involving medical equipment and a pool of red liquid on the floor, indicating a potentially urgent situation.", "A busy scene in a medical environment, involving several professionals attending to duties, portraying a dynamic healthcare setting."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal-relationship", "scene_type": "medical_clinical_first_aid", "duration_group": ">30min", "duration_s": 2844.189025, "attack_pct": 0.7100651865238157, "license": "MIT", "selection_order": 945, "video": "videos/5d50d0b65f521e0f9701b853f7f15c2d0b76c533b4764ac96345cf497a4c12d0.mp4", "video_id": "5d50d0b65f521e0f9701b853f7f15c2d0b76c533b4764ac96345cf497a4c12d0"}
{"item_id": "MME-VideoOCR_681", "benchmark": "MME-VideoOCR", "question": "Which of the following statements about the production team is correct?", "options": ["Liz Kraker worked as a field producer.", "Teresa Zhang served as one of the video editors.", "Laura Seward was involved in motion design.", "Ju Shardlow worked as a videographer."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Robust_Video_Testing/long_video", "scene_type": "music_dance_performance", "duration_group": "10-30min", "duration_s": 1187.579864, "attack_pct": 0.8676745837098232, "license": "CC-BY-NC-4.0", "selection_order": 951, "video": "videos/b46d31220a4fd24b3cbf75b46b182bca2bd9d6ac9104ea69e118fd9e592bb496.mp4", "video_id": "b46d31220a4fd24b3cbf75b46b182bca2bd9d6ac9104ea69e118fd9e592bb496"}
{"item_id": "2175", "benchmark": "LVBench", "question": "What does the singer do after she sits down next to the pianist?", "options": ["She sings a song", "She chats with the audience and plays the piano", "She has a rest and drinks some water", "She greets her fans around the world"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "event understanding", "scene_type": "music_dance_performance", "duration_group": ">30min", "duration_s": 5391.30195, "attack_pct": 0.1391990447915322, "license": "CC-BY-NC-SA-4.0", "selection_order": 952, "video": "videos/b3c78e28935931f51fd9a3c6b8be3e6a07b939438414489dba122a4ef5e878de.mp4", "video_id": "b3c78e28935931f51fd9a3c6b8be3e6a07b939438414489dba122a4ef5e878de"}
{"item_id": "LongVideo-Reason-eval_815", "benchmark": "LongVideo-Reason-eval", "question": "Based on the video’s content, which real historical dog is explicitly featured through both direct references and contextual military connections?", "options": ["Sergeant Stubby (WWI American war dog)", "Belle (rescued dog from Wisconsin mentioned in a newspaper clipping)", "Sergeant Gander", "Chips (US Army WWII dog)"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "temporal", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 1314.737052, "attack_pct": 0.8694898025041952, "license": "Apache-2.0", "selection_order": 958, "video": "videos/9e25d1aa30ca4dafb3939176724e4b3aeb6af01df9b6b58dce0e615d209c3c31.mp4", "video_id": "9e25d1aa30ca4dafb3939176724e4b3aeb6af01df9b6b58dce0e615d209c3c31"}
{"item_id": "S-EMBER_2150", "benchmark": "S-EMBER", "question": "What color were the shoes of the man who ran in front of me when I first approached the crosswalk?", "options": ["The man's shoes were white athletic sneakers.", "The man's shoes were bright yellow.", "The man's shoes were dark with lighter soles.", "The man's shoes were bright neon green.", "The man's shoes were completely black."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "visual_detail_recall", "scene_type": "other", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.1896137214405576, "license": "CC-BY-NC-4.0", "selection_order": 965, "video": "videos/6b3c31f4dc4b9b8702d07096af7ca6022821bba272fa642ac32bfff0dc979b6f.mp4", "video_id": "6b3c31f4dc4b9b8702d07096af7ca6022821bba272fa642ac32bfff0dc979b6f"}
{"item_id": "HourVideo_912", "benchmark": "HourVideo", "question": "What item did the camera wearer use to clean the lever clamp after lubricating it?", "options": ["Sponge", "Cloth", "Toilet Paper", "Paper Towel", "Scrub"], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "perception/information_retrieval/factual_recall", "scene_type": "other", "duration_group": ">30min", "duration_s": 1966.166667, "attack_pct": 0.2341632244739899, "license": "Apache-2.0", "selection_order": 966, "video": "videos/5abd399106e15f7d65a30b86f40dbb98ace3ca876e0820d4795bf8364d4e1739.mp4", "video_id": "5abd399106e15f7d65a30b86f40dbb98ace3ca876e0820d4795bf8364d4e1739"}
{"item_id": "S-EMBER_7718", "benchmark": "S-EMBER", "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, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "science_experiment_lab", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.1914692784303601, "license": "CC-BY-NC-4.0", "selection_order": 972, "video": "videos/d53de0c2f226c848ccbf0dab009e663d4e674ec2908d423e6ecfc8d5622e2b7a.mp4", "video_id": "d53de0c2f226c848ccbf0dab009e663d4e674ec2908d423e6ecfc8d5622e2b7a"}
{"item_id": "LongTimeScope_83", "benchmark": "LongTimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared. I will quiz you about the words afterwards.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["banana, honeydew, orange", "strawberry, ugli, raspberry", "mango, cherry, strawberry", "watermelon, banana, apple", "papaya, nectarine, cherry", "kiwi, mango, grape"], "answer": "C", "answer_idx": 2, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "science_experiment_lab", "duration_group": ">30min", "duration_s": 28800.0, "attack_pct": 0.8084661804569511, "license": "unknown", "selection_order": 973, "video": "videos/c486c45fbae542118c5ba1185c3525ffd6cd6683bdf0e7f3d1ba8da8761fa12e.mp4", "video_id": "c486c45fbae542118c5ba1185c3525ffd6cd6683bdf0e7f3d1ba8da8761fa12e"}
{"item_id": "LongVideo-Reason-eval_432", "benchmark": "LongVideo-Reason-eval", "question": "At which two timestamps does the BMW S1000RR motorcycle transition from being introduced as a new model at a show to being explicitly promoted with a call to adventure, reflecting a narrative shift from product display to brand inspiration?", "options": ["0:00:10–0:00:20 and 0:07:40–0:07:50", "0:00:20–0:00:30 and 0:08:40–0:08:50", "0:05:50–0:06:00 and 0:09:10–0:09:20", "0:08:50–0:09:00 and 0:09:30–0:09:40"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "plot", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 898.728345, "attack_pct": 0.6052020136827159, "license": "Apache-2.0", "selection_order": 979, "video": "videos/fca24232649034b0a94ea19edcd272ad72d6bc0bab3559b9f20eaff4b444de1f.mp4", "video_id": "fca24232649034b0a94ea19edcd272ad72d6bc0bab3559b9f20eaff4b444de1f"}
{"item_id": "HourVideo_1049", "benchmark": "HourVideo", "question": "Was more time dedicated to the stretching exercises on the mat focusing on legs or to the abdominal exercises lying on the back?", "options": ["The abdominal exercises lying on the back took longer", "Both types of exercises took the same amount of time", "The stretching exercises on the mat focusing on legs took longer", "The abdominal exercises were much longer than the leg stretching exercises", "The leg stretching exercises were twice as fast as the abdominal exercises"], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "reasoning/temporal/duration", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 2632.554333, "attack_pct": 0.0340454369433329, "license": "Apache-2.0", "selection_order": 980, "video": "videos/8234b3552c6e4b6034a9bf7501dea68cac701502437190a3072ca3660a39841f.mp4", "video_id": "8234b3552c6e4b6034a9bf7501dea68cac701502437190a3072ca3660a39841f"}
{"item_id": "MLVU_466", "benchmark": "MLVU", "question": "Is there any abnormality in this surveillance video? If so, what type of abnormality is it?\n(A) Shoplifting\n(B) RoadAccidents\n(C) Shooting\n(D) Stealing\n", "options": ["Shoplifting", "RoadAccidents", "Shooting", "Stealing"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "anomaly_reco", "scene_type": "surveillance_security_anomaly", "duration_group": "10-30min", "duration_s": 604.961995, "attack_pct": 0.9324819284884472, "license": "CC-BY-NC-SA-4.0", "selection_order": 986, "video": "videos/a2832b8a798f06e8eeb223a163e29b10dc04d4c488f6203c0dbc3ad703a50176.mp4", "video_id": "a2832b8a798f06e8eeb223a163e29b10dc04d4c488f6203c0dbc3ad703a50176"}
{"item_id": "HLV-1K_6", "benchmark": "HLV-1K", "question": "Which scene transitions the fastest in the video from 13.0 to 2307.0 seconds?", "options": ["From the dimly lit scene with the silhouette of a person's legs and feet to the dense smoke or fog at 14.0 seconds.", "From the vibrant urban nightscape at 29.0 seconds to the laboratory environment at 33.0 seconds.", "From the serene cemetery setting at 330.0 seconds to the professional or investigative setting at 330.0 seconds.", "From the suburban neighborhood scene at 2201.0 seconds to the urban cityscape during a dramatic sunset at 2215.0 seconds."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "speed", "scene_type": "surveillance_security_anomaly", "duration_group": ">30min", "duration_s": 2325.849977, "attack_pct": 0.5948754356525107, "license": "MIT", "selection_order": 987, "video": "videos/2076da3ca69b2bac8fd4b57af1568021f06b903ca32b992624bbf4af8046f1d0.mp4", "video_id": "2076da3ca69b2bac8fd4b57af1568021f06b903ca32b992624bbf4af8046f1d0"}
{"item_id": "OVO-S-Bench_1608", "benchmark": "OVO-S-Bench", "question": "(Question asked at 243.1 s into the video; 'current' refers to that moment.) Assuming the car is facing north at the beginning of the video, what is the orientation of Area A relative to Area B?", "options": ["northeast", "northwest", "southwest", "southeast"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "4.1", "scene_type": "traffic_driving_accidents", "duration_group": "10-30min", "duration_s": 1549.366667, "attack_pct": 0.7396814896088808, "license": "unknown", "selection_order": 993, "video": "videos/bda0e8a8312877ef166932fd66e123b325ffd9dbc51b64ba31815c165da61999.mp4", "video_id": "bda0e8a8312877ef166932fd66e123b325ffd9dbc51b64ba31815c165da61999"}
{"item_id": "OVO-S-Bench_1084", "benchmark": "OVO-S-Bench", "question": "(Question asked at 30.8 s into the video; 'current' refers to that moment.) What is the color of the car parked on the left as the protagonist passes by?", "options": ["White", "Black", "Red", "Blue"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "2.2.2", "scene_type": "traffic_driving_accidents", "duration_group": ">30min", "duration_s": 1909.654362, "attack_pct": 0.5093907318962179, "license": "unknown", "selection_order": 994, "video": "videos/2c32c6a201ee994661d28a5021746e5ee07f65de0c73c8f9aca9fe575f50d209.mp4", "video_id": "2c32c6a201ee994661d28a5021746e5ee07f65de0c73c8f9aca9fe575f50d209"}
{"item_id": "LongVideoBench_481", "benchmark": "LongVideoBench", "question": "Against a starry backdrop, there is a shrunken image of the Earth in the upper left corner with a gray rocket on it. Alongside the image, the word 'Playlist' is written in red text. What is the gray rocket doing?", "options": ["Flying towards the Sun", "Flying towards Jupiter", "Rotating with its head and tail separated", "Flying towards Uranus", "Flying downward"], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "S2E", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 922.48, "attack_pct": 0.9505534400413064, "license": "CC-BY-NC-SA-4.0", "selection_order": 1000, "video": "videos/b1de89ddf92cd7ec1823eb32f9854816bef5d9032ecad2f982dc14247d7370a3.mp4", "video_id": "b1de89ddf92cd7ec1823eb32f9854816bef5d9032ecad2f982dc14247d7370a3"}
{"item_id": "3166", "benchmark": "LVBench", "question": "What is the first exercise the substitute daycare teacher does with these infants?", "options": ["Sit-ups", "Push-ups", "Hands-up", "Jumping jacks"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "entity recognition", "scene_type": "video_games_software_ui", "duration_group": ">30min", "duration_s": 7985.435283, "attack_pct": 0.4397428036659352, "license": "CC-BY-NC-SA-4.0", "selection_order": 1001, "video": "videos/7ba8d2b6e933ac88d5af87b3b309b2dbcd28146a392203745f65fa48a27845b3.mp4", "video_id": "7ba8d2b6e933ac88d5af87b3b309b2dbcd28146a392203745f65fa48a27845b3"}
{"item_id": "Video-MME-v2_2099", "benchmark": "Video-MME-v2", "question": "Just before the drone-fitted with an umbrella-takes off, what does the narrator say?", "options": ["Engineering is all about trial and error, so let's get this thing airborne and see.", "We are officially ready for the first-ever rainy day flight test in the history of the channel.", "All systems are green; initiating the flight sequence for the umbrella prototype now.", "This is either a stroke of genius or a very expensive mistake, let's find out.", "Three, two, one... we have liftoff on the world's first weather-proof drone.", "Sometimes you need to ignore all your doubts and just go for it.", "The moment of truth has finally arrived for our unconventional flying contraption.", "Let's see if this DIY rain shield actually holds up once we get some altitude."], "answer": "F", "answer_idx": 5, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "aerial_drone_urban_navigation", "duration_group": "10-30min", "duration_s": 1064.129733, "attack_pct": 0.4413401962049825, "license": "MIT", "selection_order": 1007, "video": "videos/e9d92367d70aaab15fb1beb773996c8eece7a2894f9ab44012709fb0c72bef5b.mp4", "video_id": "e9d92367d70aaab15fb1beb773996c8eece7a2894f9ab44012709fb0c72bef5b"}
{"item_id": "VSI-Super-Wild_5318", "benchmark": "VSI-Super-Wild", "question": "[Ordering] In this video, choose the option listing the four objects by first-appearance time.", "options": ["bridge → bike → boat → traffic sign", "traffic sign → bike → boat → bridge", "traffic sign → boat → bike → bridge", "boat → traffic sign → bridge → bike"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "VOO", "scene_type": "aerial_drone_urban_navigation", "duration_group": ">30min", "duration_s": 2900.56, "attack_pct": 0.863293855686072, "license": "unknown", "selection_order": 1008, "video": "videos/d50feded08292f2b7f66bf19c9ad9bf19c214d4d2a96640539f28c18f8673628.mp4", "video_id": "d50feded08292f2b7f66bf19c9ad9bf19c214d4d2a96640539f28c18f8673628"}
{"item_id": "LongTimeScope_42", "benchmark": "LongTimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared. I will quiz you about the words afterwards.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["orange, banana, mango", "mango, honeydew, grape", "honeydew, kiwi, orange", "orange, ugli, kiwi", "raspberry, banana, elderberry", "orange, orange, elderberry"], "answer": "C", "answer_idx": 2, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "ai_generated_synthetic", "duration_group": ">30min", "duration_s": 36000.0, "attack_pct": 0.668371627726862, "license": "unknown", "selection_order": 1015, "video": "videos/8f0c5ade2c947ab446e83a3c105378f7609c56671612cc5e2fc70b893cce6edc.mp4", "video_id": "8f0c5ade2c947ab446e83a3c105378f7609c56671612cc5e2fc70b893cce6edc"}
{"item_id": "MLVU_2117", "benchmark": "MLVU", "question": "Arrange the following events from the video in the correct chronological order: (1)The camera focuses on an older man's face; (2)The two children dance together; (3)The camera focuses on a bug on the wall; (4)The two children interact with each other in a cluttered room.\n(A) 4->1->2->3\n(B) 1->2->3->4\n(C) 4->3->2->1\n(D) 1->4->3->2\n", "options": ["4->1->2->3", "1->2->3->4", "4->3->2->1", "1->4->3->2"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "order", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 685.985986, "attack_pct": 0.8328465857751388, "license": "CC-BY-NC-SA-4.0", "selection_order": 1021, "video": "videos/62155dfb33048e21c24681c67edaacb0ad043e0f6cc06cdaf30159b5e6ab4f0d.mp4", "video_id": "62155dfb33048e21c24681c67edaacb0ad043e0f6cc06cdaf30159b5e6ab4f0d"}
{"item_id": "ScaleLong_235", "benchmark": "ScaleLong", "question": "What color are the eyes of the flamingo?", "options": ["white", "black", "green", "red"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Video Clip", "scene_type": "animals_wildlife", "duration_group": ">30min", "duration_s": 2967.255958, "attack_pct": 0.5378775655092294, "license": "unknown", "selection_order": 1022, "video": "videos/c9974c0a4a386dd3a1da55e30e8f454547d783c1461fcfff3e03041c2d1ce545.mp4", "video_id": "c9974c0a4a386dd3a1da55e30e8f454547d783c1461fcfff3e03041c2d1ce545"}
{"item_id": "SLVMBench_1184", "benchmark": "SLVMBench", "question": "To what extent should the mixture be heated before pouring it out of the pan after adding flour?", "options": ["Until it becomes thick and smooth.", "Until it blends together.", "Until it forms a uniform paste.", "Until it no longer tastes raw.", "Until it sticks slightly to the spoon."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "core", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 655.57, "attack_pct": 0.6024670840325287, "license": "Apache-2.0", "selection_order": 1028, "video": "videos/ea74c155cd79b88e336249a3e138637f7d0cb5535fbfa90a09e27a7e9a07f103.mp4", "video_id": "ea74c155cd79b88e336249a3e138637f7d0cb5535fbfa90a09e27a7e9a07f103"}
{"item_id": "HourVideo_865", "benchmark": "HourVideo", "question": "Where is the chopping board placed in relation to the oven in the kitchen?", "options": ["The chopping board is placed in a drawer underneath the oven", "The chopping board is placed on a hanging rack next to the oven", "The chopping board is placed on a shelf directly above the oven", "The chopping board is placed on the counter to the left of the oven", "The cutting board is placed on the right side of the oven countertop."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "reasoning/spatial/relationship", "scene_type": "cooking_food", "duration_group": ">30min", "duration_s": 3585.432333, "attack_pct": 0.0796275977797857, "license": "Apache-2.0", "selection_order": 1029, "video": "videos/9109c829621703a5aa31245c6511453982ac70de91c294fbff76d2c0d7996d5d.mp4", "video_id": "9109c829621703a5aa31245c6511453982ac70de91c294fbff76d2c0d7996d5d"}
{"item_id": "S-EMBER_199", "benchmark": "S-EMBER", "question": "What steps did I take to paint the facial features?", "options": ["You outlined the face with black paint, added purple shading, painted black sunglasses, added a red smile, and painted a yellow nose.", "You outlined the face with black paint, added purple hair, drew black eyes, painted a pink mouth, and added a yellow nose.", "You sketched the features, painted white eyeballs, outlined them in black, added a curved nose, and blocked in a red mouth.", "You drew the eyes with a red pencil, painted black sunglasses, added a pink smile, and finished with a yellow nose.", "You painted the eyes with black paint, added purple hair, painted a red smile, and finished with a yellow nose."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "temporal_ordering_recognition", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.1087033690460823, "license": "CC-BY-NC-4.0", "selection_order": 1035, "video": "videos/796f6df71097ab74ddc93e9ae4f4ea5326e1b23af4d97f04e6ea34571ab4bf6d.mp4", "video_id": "796f6df71097ab74ddc93e9ae4f4ea5326e1b23af4d97f04e6ea34571ab4bf6d"}
{"item_id": "LongTimeScope_73", "benchmark": "LongTimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared. I will quiz you about the words afterwards.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["lemon, banana, mango", "mango, strawberry, grape", "strawberry, date, lemon", "orange, ugli, date", "raspberry, banana, elderberry", "orange, orange, elderberry"], "answer": "C", "answer_idx": 2, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 28800.0, "attack_pct": 0.4287143410352394, "license": "unknown", "selection_order": 1036, "video": "videos/87f2bd5870a34b46f38b2fc6790d4d094b165094e2bbea8352f6c9b1ad435686.mp4", "video_id": "87f2bd5870a34b46f38b2fc6790d4d094b165094e2bbea8352f6c9b1ad435686"}
{"item_id": "Video-MME-v2_176", "benchmark": "Video-MME-v2", "question": "In the second match of the first two cars that appeared, what changes happened to the black vehicle?", "options": ["The right track was destroyed, and the left side was normal.", "The wheels fell off.", "The left track was destroyed, and the right side was normal.", "The left track was destroyed, and the right track was destroyed.", "The hammer was destroyed.", "Both tracks were normal.", "The right track was destroyed, and the left track was destroyed.", "The windmill was destroyed."], "answer": "G", "answer_idx": 6, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "embodied_robot_manipulation", "duration_group": "10-30min", "duration_s": 760.337415, "attack_pct": 0.9460597650703498, "license": "MIT", "selection_order": 1042, "video": "videos/c471397646935eef691e373b357a0cf75f9b277552fb6774d8856b6ec6d63cbd.mp4", "video_id": "c471397646935eef691e373b357a0cf75f9b277552fb6774d8856b6ec6d63cbd"}
{"item_id": "LongVideo-Reason-eval_261", "benchmark": "LongVideo-Reason-eval", "question": "The video \"Movie Endings Explained\" includes analysis of scenes from both *No Country for Old Men* and *The Big Lebowski*. Based on the recurring elements in the video, which of the following **best** explains why these two films are likely emphasized in the video?", "options": ["Both films feature desert landscapes, creating a visual motif that ties them thematically.", "The directors of both films, Joel and Ethan Coen, are explicitly credited in the video.", "The video uses their contrasting tones (serious vs. comedic) to showcase diverse storytelling.", "The films’ protagonists both wear cowboy hats, symbolizing a shared critique of masculinity."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "goal", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 606.040816, "attack_pct": 0.2347279592100167, "license": "Apache-2.0", "selection_order": 1049, "video": "videos/6ffd7d554262211282b1ceeb932a2647bffa6035c716ca145e6e308a984a6726.mp4", "video_id": "6ffd7d554262211282b1ceeb932a2647bffa6035c716ca145e6e308a984a6726"}
{"item_id": "LongVideo-Reason-eval_433", "benchmark": "LongVideo-Reason-eval", "question": "After the man instructs the girl with the \"Please do not touch\" sign in the hallway (0:20-0:30), which location is the girl most likely seen in next, based on subsequent interactions and scene transitions?", "options": ["Observing fish in an aquarium (0:03:00-0:03:10)", "Eating at a restaurant (0:00:40-0:00:50)", "Riding a go-kart (0:02:10-0:02:20)", "Playing in an arcade (0:04:50-0:05:00)"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "plot", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 717.287619, "attack_pct": 0.8892877888214793, "license": "Apache-2.0", "selection_order": 1056, "video": "videos/58cc9406db0e3fd7c135e793df3dad5970c65ddfe1373bdd64eaaf25507c9851.mp4", "video_id": "58cc9406db0e3fd7c135e793df3dad5970c65ddfe1373bdd64eaaf25507c9851"}
{"item_id": "3477", "benchmark": "LVBench", "question": "What colour of ink does the vlogger use to write first?", "options": ["Blue", "Yellow", "Red", "Black"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "entity recognition", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 2134.447891, "attack_pct": 0.2957435136181748, "license": "CC-BY-NC-SA-4.0", "selection_order": 1057, "video": "videos/16955a3c63198912998f5dcd8e23b3f34c17ed97149a7a30114c816a6d75d5e7.mp4", "video_id": "16955a3c63198912998f5dcd8e23b3f34c17ed97149a7a30114c816a6d75d5e7"}
{"item_id": "LongVideoBench_819", "benchmark": "LongVideoBench", "question": "In front of a wooden wall decorated with a face flag, a man wearing a blue striped short sleeve shirt is sitting on a grey sofa. When 'Norwegian Geograpeeps explaining' is mentioned, what objects are present on the screen?", "options": ["A black hat", "A blue hat", "A yellow small flag", "A black small flag"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "T2O", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 1151.984167, "attack_pct": 0.4217116303085065, "license": "CC-BY-NC-SA-4.0", "selection_order": 1063, "video": "videos/189d77b5dc1e9f3c4bf6ee26cd5cfe3c6e819b508a26ef6b91c53c2c0103baae.mp4", "video_id": "189d77b5dc1e9f3c4bf6ee26cd5cfe3c6e819b508a26ef6b91c53c2c0103baae"}
{"item_id": "LongTimeScope_136", "benchmark": "LongTimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["strawberry, lemon, quince", "ugli, strawberry, tangerine", "papaya, raspberry, cherry", "papaya, tangerine, raspberry", "apple, banana, raspberry", "strawberry, raspberry, honeydew"], "answer": "D", "answer_idx": 3, "n_options": 6, "chance": 0.166667, "capability": "grounding", "task_class": "_none", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 18000.0, "attack_pct": 0.9046405060023236, "license": "unknown", "selection_order": 1064, "video": "videos/aef381d3b02b47f42e0081341a6954e1595d09a19cbb2ed2050acc240c17597b.mp4", "video_id": "aef381d3b02b47f42e0081341a6954e1595d09a19cbb2ed2050acc240c17597b"}
{"item_id": "SiteBench-Video_1082", "benchmark": "SiteBench-Video", "question": "How many nails did I first drive into the wood? ", "options": ["1", "3", "2", "0"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "counting & existence", "scene_type": "industrial_construction_manufacturing", "duration_group": "10-30min", "duration_s": 1200.033333, "attack_pct": 0.823552665547954, "license": "CC-BY-4.0", "selection_order": 1070, "video": "videos/9bd4824fc4f42d210be397ae960656a63a00c933889cc6ffcb4381efde8c2375.mp4", "video_id": "9bd4824fc4f42d210be397ae960656a63a00c933889cc6ffcb4381efde8c2375"}
{"item_id": "VideoKR_1462", "benchmark": "VideoKR", "question": "Based on the microscopic features shown, which classification best fits this lesion?", "options": ["Parenchymal hemorrhage associated with venous infarction", "Ventricular hemorrhage with secondary ventricular enlargement", "Subependymal hemorrhage confined without ventricular extension", "Hemorrhage extending into the ventricle without dilation"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "_none", "scene_type": "medical_clinical_first_aid", "duration_group": "10-30min", "duration_s": 1647.614281, "attack_pct": 0.9716583838905384, "license": "Apache-2.0", "selection_order": 1077, "video": "videos/9066be4f568f7d415f4914a9763d194b7f59cd184ebc9875fb82d1b4539866a6.mp4", "video_id": "9066be4f568f7d415f4914a9763d194b7f59cd184ebc9875fb82d1b4539866a6"}
{"item_id": "HLV-1K_5437", "benchmark": "HLV-1K", "question": "In the scene from 1401.0 to 1461.0 seconds, which direction does the man on the left walk towards after sitting down?", "options": ["Towards the doorway leading to a kitchen.", "Towards the green chairs lining the hallway.", "Towards the reception room.", "Towards the display rack filled with pamphlets."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object-direction", "scene_type": "medical_clinical_first_aid", "duration_group": ">30min", "duration_s": 2216.73941, "attack_pct": 0.8339599199690203, "license": "MIT", "selection_order": 1078, "video": "videos/c16d42e7c663827d363f99d56aaa36afc83c1aab592bea3b90aa9c87b0be7348.mp4", "video_id": "c16d42e7c663827d363f99d56aaa36afc83c1aab592bea3b90aa9c87b0be7348"}
{"item_id": "LongVideoBench_602", "benchmark": "LongVideoBench", "question": "The woman wearing a black dress with braids is facing the camera. She is singing 'Don't Pull' while the word 'run' appears in the subtitles. What change happens to the woman?", "options": ["She changes from standing on stage to sitting on one knee on the ground", "She changes from standing on stage to sitting on a bench", "She changes from singing on stage to kneeling on stage", "She changes from standing on stage to sitting on both knees on the ground"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "TAA", "scene_type": "music_dance_performance", "duration_group": ">30min", "duration_s": 2805.1023, "attack_pct": 0.2932990189750871, "license": "CC-BY-NC-SA-4.0", "selection_order": 1085, "video": "videos/71d8f82eee41225ce57bbef30932a8718cb041a1608a3d474b572f65fc35ff80.mp4", "video_id": "71d8f82eee41225ce57bbef30932a8718cb041a1608a3d474b572f65fc35ff80"}
{"item_id": "LongVideoBench_533", "benchmark": "LongVideoBench", "question": "On the left is black text in English with a red icon below, and on the right side of the screen is a stack of newspapers. Below the news headline, on a ticker tape, there is a black background with yellow text reading 'BREAKING NEWS'. Which subtitles have appeared at the same time as this icon?", "options": ["“GPS and health workers insisting that”", "“and 37 and the polling station that have”", "“the QR code you'll see on screen during”", "“opened in Russia their elections taking”", "“start with the times world uh Pages 36”"], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "TOS", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 1097.6, "attack_pct": 0.5275267845617658, "license": "CC-BY-NC-SA-4.0", "selection_order": 1091, "video": "videos/3166d092edc1ef0fd2ed2409194da64ffc91a9d581d8e2e5bf22f7fffae6a565.mp4", "video_id": "3166d092edc1ef0fd2ed2409194da64ffc91a9d581d8e2e5bf22f7fffae6a565"}
{"item_id": "LongTimeScope_54", "benchmark": "LongTimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared. I will quiz you about the words afterwards.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["lemon, strawberry, lemon", "watermelon, papaya, mango", "apple, fig, papaya", "banana, papaya, apple", "papaya, nectarine, fig", "papaya, mango, orange"], "answer": "C", "answer_idx": 2, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 28800.0, "attack_pct": 0.663998967342197, "license": "unknown", "selection_order": 1092, "video": "videos/e1ab6548f17870058b9b7c94fc1000660d4fac4b60f3ce31a78dc05e32196922.mp4", "video_id": "e1ab6548f17870058b9b7c94fc1000660d4fac4b60f3ce31a78dc05e32196922"}
{"item_id": "StreamingBench_1856", "benchmark": "StreamingBench", "question": "What was located on the right side of the scene just now?", "options": ["A dark gray railing.", "A postbox.", "A small vehicle.", "A tree."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "Object Perception", "scene_type": "other", "duration_group": "10-30min", "duration_s": 793.263311, "attack_pct": 0.6470327223441332, "license": "unknown", "selection_order": 1098, "video": "videos/98275f6f0de7924f2f92db84d58fcf80e35db8f3a2235bd6deae6c33b5d3b32b.mp4", "video_id": "98275f6f0de7924f2f92db84d58fcf80e35db8f3a2235bd6deae6c33b5d3b32b"}
{"item_id": "OVO-S-Bench_615", "benchmark": "OVO-S-Bench", "question": "(Question asked at 2092.5 s into the video; 'current' refers to that moment.) At the moment shown in the query frame, for how many times has this bridge appeared in the video so far?", "options": ["1", "4", "3", "2"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "2.1.2", "scene_type": "other", "duration_group": ">30min", "duration_s": 11451.036735, "attack_pct": 0.8762182135020008, "license": "unknown", "selection_order": 1099, "video": "videos/8118b7136d4d2bfdbe7942323d569e8f0674271723af7cb9ea369e0fd59e796c.mp4", "video_id": "8118b7136d4d2bfdbe7942323d569e8f0674271723af7cb9ea369e0fd59e796c"}
{"item_id": "SciVideoBench_899", "benchmark": "SciVideoBench", "question": "What is the total mass of water, in grams, used to prepare all the iced experimental samples shown in the experiment, assuming a water density of one gram per cubic centimeter?", "options": ["7397 g", "4387 g", "6101 g", "5925 g", "6474 g", "6467 g", "4452 g", "6523 g", "6039 g", "6448 g"], "answer": "I", "answer_idx": 8, "n_options": 10, "chance": 0.1, "capability": "knowledge", "task_class": "Physics", "scene_type": "science_experiment_lab", "duration_group": "10-30min", "duration_s": 740.864, "attack_pct": 0.7125016135278173, "license": "custom", "selection_order": 1105, "video": "videos/7d3bb1da4089272cb6329748bb2bcace1f90258d754cf89d87493bb3211deaa9.mp4", "video_id": "7d3bb1da4089272cb6329748bb2bcace1f90258d754cf89d87493bb3211deaa9"}
{"item_id": "TimeScope_132", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["tangerine, honeydew, lemon", "fig, banana, kiwi", "date, raspberry, apple", "honeydew, apple, cherry", "raspberry, date, cherry", "cherry, raspberry, raspberry"], "answer": "D", "answer_idx": 3, "n_options": 6, "chance": 0.166667, "capability": "grounding", "task_class": "_none", "scene_type": "science_experiment_lab", "duration_group": ">30min", "duration_s": 3600.0, "attack_pct": 0.7874419129985801, "license": "unknown", "selection_order": 1106, "video": "videos/96ef67942d0002bca5bafe02424a82fa5ac58290b62c65c65c3cd88e794ade3e.mp4", "video_id": "96ef67942d0002bca5bafe02424a82fa5ac58290b62c65c65c3cd88e794ade3e"}
{"item_id": "3984", "benchmark": "LVBench", "question": "What happens after Serena's first stumble?", "options": ["Her tennis racket breaks", "She fells to the ground", "She is helps up by her coach", "She continues playing without stopping"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "event understanding", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 4386.853152, "attack_pct": 0.1560523428423906, "license": "CC-BY-NC-SA-4.0", "selection_order": 1113, "video": "videos/8ccfa1e034372b46811363af0d441aab707aa5b6b09e15ce2bceffa756d00f62.mp4", "video_id": "8ccfa1e034372b46811363af0d441aab707aa5b6b09e15ce2bceffa756d00f62"}
{"item_id": "OVO-S-Bench_1011", "benchmark": "OVO-S-Bench", "question": "(Question asked at 473.4 s into the video; 'current' refers to that moment.) Based on the visual flow, is the camera currently translating upward, downward, leftward, rightward, forward, or backward?", "options": ["Translating backward", "Translating forward", "Translating upward", "Translating rightward", "Translating downward", "Translating leftward"], "answer": "D", "answer_idx": 3, "n_options": 6, "chance": 0.166667, "capability": "grounding", "task_class": "1.3.1", "scene_type": "surveillance_security_anomaly", "duration_group": "10-30min", "duration_s": 604.665364, "attack_pct": 0.6395620885504066, "license": "unknown", "selection_order": 1119, "video": "videos/773939df0cdc1811b11e2e328e4d42b7511aedca285d076f137ac72b35886eff.mp4", "video_id": "773939df0cdc1811b11e2e328e4d42b7511aedca285d076f137ac72b35886eff"}
{"item_id": "MLVU_517", "benchmark": "MLVU", "question": "Does this surveillance footage contain any anomalies? If yes, which kind of anomaly?\n(A) Arson\n(B) RoadAccidents\n(C) Abuse\n(D) Assault\n", "options": ["Arson", "RoadAccidents", "Abuse", "Assault"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "anomaly_reco", "scene_type": "surveillance_security_anomaly", "duration_group": ">30min", "duration_s": 4218.475011, "attack_pct": 0.936257583580741, "license": "CC-BY-NC-SA-4.0", "selection_order": 1120, "video": "videos/652344c36d79d7bf1de50546a64a3634e1f11a738387598b78d051bfb3232a51.mp4", "video_id": "652344c36d79d7bf1de50546a64a3634e1f11a738387598b78d051bfb3232a51"}
{"item_id": "VSI-Super-Wild_4320", "benchmark": "VSI-Super-Wild", "question": "[Ordering] In this video, choose the option listing the four objects by first-appearance time.", "options": ["bus station → trash can → motor scooter → excavator", "excavator → bus station → trash can → motor scooter", "excavator → motor scooter → bus station → trash can", "excavator → motor scooter → trash can → bus station"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "VOO", "scene_type": "traffic_driving_accidents", "duration_group": ">30min", "duration_s": 2430.1277, "attack_pct": 0.6465486639989674, "license": "unknown", "selection_order": 1127, "video": "videos/3f7e3a64c7677a1363dcbb80bf294a2853ca420eabc52c7d6a7b5ce7b59c7271.mp4", "video_id": "3f7e3a64c7677a1363dcbb80bf294a2853ca420eabc52c7d6a7b5ce7b59c7271"}
{"item_id": "MMWorld_1498", "benchmark": "MMWorld", "question": "Will Kirby get hit by the swordsman if it is a sword's length away from him?", "options": ["No, the sword just misses touching Kirby.", "Maybe, because the sword can get elongated.", "Yes, because the swordsman will take a step forward.", "Yes, because the swordsman is much larger than Kirby."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "Game", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 1136.338141, "attack_pct": 0.4380324641796824, "license": "unknown", "selection_order": 1133, "video": "videos/99950c6ccc7230b218055d46ef89cc42cf6e2f045dc036c8c5c8bc75beaf5655.mp4", "video_id": "99950c6ccc7230b218055d46ef89cc42cf6e2f045dc036c8c5c8bc75beaf5655"}
{"item_id": "LongTimeScope_758", "benchmark": "LongTimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared. I will quiz you about the words afterwards.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["ugli, tangerine, elderberry", "tangerine, elderberry, orange", "honeydew, quince, tangerine", "honeydew, date, orange", "papaya, elderberry, banana", "tangerine, apple, date"], "answer": "D", "answer_idx": 3, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "video_games_software_ui", "duration_group": ">30min", "duration_s": 36000.0, "attack_pct": 0.5240173615593133, "license": "unknown", "selection_order": 1134, "video": "videos/f4ce67191deca569f2d3ba026ad54308dfad210481bf3f4a4928df173f612eae.mp4", "video_id": "f4ce67191deca569f2d3ba026ad54308dfad210481bf3f4a4928df173f612eae"}
{"item_id": "StreamingBench_2391", "benchmark": "StreamingBench", "question": "What color is the person on the right side of the picture wearing now?", "options": ["Blue.", "Yellow.", "White.", "Black."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Attribute Perception", "scene_type": "aerial_drone_urban_navigation", "duration_group": "10-30min", "duration_s": 601.605805, "attack_pct": 0.7019491416032012, "license": "unknown", "selection_order": 1140, "video": "videos/5f90741a890c6d4050ee0eb89320842e1fc506f697feaad7c34f2673d5c4dab7.mp4", "video_id": "5f90741a890c6d4050ee0eb89320842e1fc506f697feaad7c34f2673d5c4dab7"}
{"item_id": "VideoEval-Pro_467", "benchmark": "VideoEval-Pro", "question": "What animal appears after the interview with Karen Sim and Jeffrey Chong?", "options": ["Bird", "Dragonfly", "Butterfly", "Lizard"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "_none", "scene_type": "aerial_drone_urban_navigation", "duration_group": ">30min", "duration_s": 2664.652336, "attack_pct": 0.826852329934168, "license": "unknown", "selection_order": 1141, "video": "videos/99714d9dffb30143dd81ba8197f3944d1d160a9f9eec5cbc4ea944cd1893a711.mp4", "video_id": "99714d9dffb30143dd81ba8197f3944d1d160a9f9eec5cbc4ea944cd1893a711"}
{"item_id": "OVO-S-Bench_101", "benchmark": "OVO-S-Bench", "question": "(Question asked at 212.5 s into the video; 'current' refers to that moment.) In the current view, what best describes the spatial relationship between the white car and the building on the left?", "options": ["The car is in direct physical contact with the exterior of the building.", "The car is separated from the building by a row of parked bicycles.", "The car is passing by the building with a clear spatial gap between them.", "The car is completely enclosed within an indoor garage of the building."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "1.2.1", "scene_type": "ai_generated_synthetic", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.9875274299728928, "license": "unknown", "selection_order": 1147, "video": "videos/04ef4c0501e931f7a6075a5d187fc5741356a7b48fa43fc29683d068f41d6ac0.mp4", "video_id": "04ef4c0501e931f7a6075a5d187fc5741356a7b48fa43fc29683d068f41d6ac0"}
{"item_id": "LongVideoBench_845", "benchmark": "LongVideoBench", "question": "This is a composite image where red magma is pressing against a green crust. Flames are erupting from the gaps in the crust. When the magma and the subtitle 'magma before the eruption seismic' appear together, what changes occur in the magma?", "options": ["The magma flowed on the surface", "Some rocks appeared in the magma", "The color of the magma turned green", "The magma changed from liquid to solid", "The orange-red color on the top of the magma disappeared"], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "TAA", "scene_type": "ai_generated_synthetic", "duration_group": ">30min", "duration_s": 2376.540833, "attack_pct": 0.4524170646701949, "license": "CC-BY-NC-SA-4.0", "selection_order": 1148, "video": "videos/2b4183c39f159d6c705d872a360cb85e75a7f95b3c555f59c60caa690073583f.mp4", "video_id": "2b4183c39f159d6c705d872a360cb85e75a7f95b3c555f59c60caa690073583f"}
{"item_id": "S-EMBER_5436", "benchmark": "S-EMBER", "question": "How long did I spend looking at the first cactus?", "options": ["You looked at the first cactus for roughly 6 to 7 seconds before moving on.", "You looked at the first cactus for about 65 seconds.", "You spent approximately 40 seconds looking at the first cactus.", "You spent about 20 seconds looking at the first cactus.", "You spent about 1 minute and 12 seconds looking at the first cactus."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.4364996127533239, "license": "CC-BY-NC-4.0", "selection_order": 1154, "video": "videos/f478010b8159a39fa1a41b15a54e0b02415e2d4f84225a5a13fea9e9a57bb838.mp4", "video_id": "f478010b8159a39fa1a41b15a54e0b02415e2d4f84225a5a13fea9e9a57bb838"}
{"item_id": "V2P-Bench_1046", "benchmark": "V2P-Bench", "question": "What happened between the cat labeled 1 and labeled 2 after the cat labeled 3 going to leave?", "options": ["Nothing happened.", "They attack the cat labeled 3.", "They look at each other.", "They fight with each other."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "1", "scene_type": "animals_wildlife", "duration_group": ">30min", "duration_s": 1821.233923, "attack_pct": 0.5407254421066219, "license": "CC-BY-NC-4.0", "selection_order": 1155, "video": "videos/9e0185b499baf1b0242598d111547238e79ac053419393cda653918ea6eae2b6.mp4", "video_id": "9e0185b499baf1b0242598d111547238e79ac053419393cda653918ea6eae2b6"}
{"item_id": "StreamingBench_385", "benchmark": "StreamingBench", "question": "What text appears at the top right of the screen right now?", "options": ["\"Live Recording\".", "\"Previously Recorded Live\".", "\"Recording Now\".", "\"Live Now\"."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Text-Rich Understanding", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 828.650522, "attack_pct": 0.3046421195301407, "license": "unknown", "selection_order": 1161, "video": "videos/ecc3716e88c90a15103ecd6047dc854a4171bce0a39e2fe9af07a01567d0cafd.mp4", "video_id": "ecc3716e88c90a15103ecd6047dc854a4171bce0a39e2fe9af07a01567d0cafd"}
{"item_id": "3356", "benchmark": "LVBench", "question": "When making the side salad, what does the vlogger put on the tomato slice?", "options": ["Salad sauce", "Cucumber slices", "Onion slices", "Onion rings"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "event understanding", "scene_type": "cooking_food", "duration_group": ">30min", "duration_s": 2005.971882, "attack_pct": 0.297244094488189, "license": "CC-BY-NC-SA-4.0", "selection_order": 1162, "video": "videos/25ca28b3fece307482e98ca4011b0eae0880d00d92b35bd65bc40dca4fe0b7d5.mp4", "video_id": "25ca28b3fece307482e98ca4011b0eae0880d00d92b35bd65bc40dca4fe0b7d5"}
{"item_id": "SLVMBench_2", "benchmark": "SLVMBench", "question": "Before applying a suggested pivot table, how can I see a preview of what it will look like?", "options": ["Hover your cursor over a suggested option in the Pivot table editor to see a preview of the table.", "Use the radio button next to a suggestion in the Pivot table editor to instantly create the table on the sheet.", "Click a suggestion to see the table generated in real-time.", "Click directly on a suggestion in the 'Suggested' section of the Pivot table editor to apply it and generate the table.", "Hover your mouse over the magnifying glass icon located to the right of the suggestion."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "core", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 659.565, "attack_pct": 0.9788708532335098, "license": "Apache-2.0", "selection_order": 1168, "video": "videos/14e611479cca14dca8b85e85afe4296fb58d32f4255100086783d9a68e04be1c.mp4", "video_id": "14e611479cca14dca8b85e85afe4296fb58d32f4255100086783d9a68e04be1c"}
{"item_id": "LongVideoBench_756", "benchmark": "LongVideoBench", "question": "On a white background with a text overlay, the letters 'K' and 'y' at the top are circled in green. What change occurs to the letters 'K' and 'y' when the middle part of the text is covered by a yellow and green overlay?", "options": ["Covered by blue overlay", "Disappeared", "Got shrunk", "Covered by yellow overlay", "Got enlarged"], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "SAA", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 2439.966667, "attack_pct": 0.3390586678714341, "license": "CC-BY-NC-SA-4.0", "selection_order": 1169, "video": "videos/b9155bdea1e0eb2384de45692ba38b2ae07619de0ce61262d5bf87a4435d9a54.mp4", "video_id": "b9155bdea1e0eb2384de45692ba38b2ae07619de0ce61262d5bf87a4435d9a54"}
{"item_id": "Video-MME_1891", "benchmark": "Video-MME", "question": "How many times did Joeri appear when explaining the situation in the 1990s as described in the video?", "options": ["8.", "9.", "6.", "7."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "Counting Problem", "scene_type": "embodied_robot_manipulation", "duration_group": ">30min", "duration_s": 2141.204898, "attack_pct": 0.6220714470117464, "license": "unknown", "selection_order": 1176, "video": "videos/1c0fb86033b660385b0b0b831413d88253b58025ec346997d6498c161976c56c.mp4", "video_id": "1c0fb86033b660385b0b0b831413d88253b58025ec346997d6498c161976c56c"}
{"item_id": "LongVideoBench_617", "benchmark": "LongVideoBench", "question": "In a room with a wall painting behind them and a wooden cabinet, on the left side of the screen, there is a man wearing a red plaid jacket and khaki pants. In the middle, there is a man wearing a black hoodie and jeans. On the right side, there is a man with a goatee wearing a black jacket over a white hoodie. What did they do after leaving the dining hall?", "options": ["They bid farewell at the entrance of the dining hall.", "They ate food by the roadside.", "They sat inside a car.", "They had a conversation at the entrance of the dining hall.", "They took a walk outside."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "E3E", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 1208.95775, "attack_pct": 0.1980202013682716, "license": "CC-BY-NC-SA-4.0", "selection_order": 1182, "video": "videos/d9e0754413219c6db07f7235b3f00bd630e0ec5c524ec37b296e66a084697fa7.mp4", "video_id": "d9e0754413219c6db07f7235b3f00bd630e0ec5c524ec37b296e66a084697fa7"}
{"item_id": "LongTimeScope_438", "benchmark": "LongTimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words.\\n\\nQuestion: How meny times does a man swing an axe to cut a wooden log?", "options": ["once", "two times", "three times", "four times", "five times", "six times"], "answer": "D", "answer_idx": 3, "n_options": 6, "chance": 0.166667, "capability": "temporal", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 18000.0, "attack_pct": 0.7545904866399896, "license": "unknown", "selection_order": 1183, "video": "videos/824281d908f9ea3e223eb600af43a92ec796397000433484f1acd02788900cd5.mp4", "video_id": "824281d908f9ea3e223eb600af43a92ec796397000433484f1acd02788900cd5"}
{"item_id": "LongVideoBench_588", "benchmark": "LongVideoBench", "question": "A woman in a red dress is singing on the screen, and behind her is a dancer wearing white clothing. The dancer has the word 'ICONIC' on their head. What objects are present in this scene?", "options": ["Display screen", "Microphone", "Water cup", "Car", "Speaker"], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "S2O", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1240.272367, "attack_pct": 0.7474344907706209, "license": "CC-BY-NC-SA-4.0", "selection_order": 1189, "video": "videos/6e39e00fc71cebe68e8611b74305c326fe22c699610bfafbbfedbb4a888cb10b.mp4", "video_id": "6e39e00fc71cebe68e8611b74305c326fe22c699610bfafbbfedbb4a888cb10b"}
{"item_id": "MME-VideoOCR_649", "benchmark": "MME-VideoOCR", "question": "How much did this person spend at the store before HANSEN?", "options": ["89.88", "179.88", "170.88", "80.88"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Robust_Video_Testing/long_video", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 885.974036, "attack_pct": 0.4109332644894798, "license": "CC-BY-NC-4.0", "selection_order": 1196, "video": "videos/6af68571169e0a5b4f93481f62ebd9bf4506040a6674230d9e1ff596bf5431e8.mp4", "video_id": "6af68571169e0a5b4f93481f62ebd9bf4506040a6674230d9e1ff596bf5431e8"}
{"item_id": "OVO-S-Bench_833", "benchmark": "OVO-S-Bench", "question": "(Question asked at 1953.0 s into the video; 'current' refers to that moment.) In what chronological order does the camera pass by the different market stalls leading up to the query frame?", "options": ["The flower shop, then the food store, and then the seafood stall.", "The food store, then the flower shop, then the seafood stall.", "The seafood stall, then the flower shop, then the food store.", "The food store, the seafood stall, and the flower shop"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "2.3.1", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 3731.586032, "attack_pct": 0.8585339486252743, "license": "unknown", "selection_order": 1197, "video": "videos/e37f45777da8356544496f21effec262a6d4b503a0612f8bd4c00a7a8be390fa.mp4", "video_id": "e37f45777da8356544496f21effec262a6d4b503a0612f8bd4c00a7a8be390fa"}
{"item_id": "Video-MME-v2_1489", "benchmark": "Video-MME-v2", "question": "This item has several metal strips welded to its bottom. Based on a comprehensive analysis of the entire design structure, what is the function of these metal strips?", "options": ["The metal strips may function as part of a magnetic yoke, guiding magnetic flux lines to improve magnetic efficiency.", "To act as a reinforcement structure preventing deformation of the bottom during use.", "Since the object's center of gravity is relatively high, the metal strips serve as counterweights to prevent tipping or shaking.", "The specific arrangement of the metal strips helps manage stress caused by thermal expansion and contraction, preventing cracks or warping of the overall structure.", "To serve as a groove that secures one end of the slotted iron piece.", "In humid or corrosive environments, the metal strips elevate the main body, preventing direct contact with liquid on the ground.", "The metal strips can be detected by metal detectors, proximity sensors, or vision systems for automated assembly, quality inspection, or positional feedback.", "These metal strips effectively increase friction at the base, making the item more stable when placed on a table."], "answer": "E", "answer_idx": 4, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "industrial_construction_manufacturing", "duration_group": "10-30min", "duration_s": 883.078095, "attack_pct": 0.3492480960371756, "license": "MIT", "selection_order": 1203, "video": "videos/e71064e6fd8ec27620bc7224bc4e1d132e150ae8406c6deaab86b4d0efef38ea.mp4", "video_id": "e71064e6fd8ec27620bc7224bc4e1d132e150ae8406c6deaab86b4d0efef38ea"}
{"item_id": "VideoOdyssey_884", "benchmark": "VideoOdyssey", "question": "What is the purpose of the woman measuring dimensions during the time segment 03:27:58-03:28:05 in the video?", "options": ["To cut wallpaper to the right size", "To make a properly sized shelf", "To make a properly sized table", "To cut wooden boards to the right size for attaching to the wall"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "V/Intentional Reasoning", "scene_type": "industrial_construction_manufacturing", "duration_group": ">30min", "duration_s": 12765.750567, "attack_pct": 0.7053698205757067, "license": "CC-BY-NC-SA-4.0", "selection_order": 1204, "video": "videos/faa9abead1e506f37a5489f9ed351239d2545bbe7cdb735633365964071b4148.mp4", "video_id": "faa9abead1e506f37a5489f9ed351239d2545bbe7cdb735633365964071b4148"}
{"item_id": "S-EMBER_3336", "benchmark": "S-EMBER", "question": "What was the red object I saw on top of the PC case?", "options": ["A red box or packaging for a gaming console or accessory.", "A red heart-shaped decorative box sitting on top of the case.", "A Bob-Ross-themed greeting card featuring his afro shaped like a heart.", "A glowing red RGB fan or light ring used for cooling.", "A picture of Bob Ross printed on an Xbox controller box."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "visual_detail_recall", "scene_type": "music_dance_performance", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.3908771137214405, "license": "CC-BY-NC-4.0", "selection_order": 1210, "video": "videos/bf82f1a2971864247d32f0494740520cca856b5c4f2011dfaa0f4a6a1eb4b27f.mp4", "video_id": "bf82f1a2971864247d32f0494740520cca856b5c4f2011dfaa0f4a6a1eb4b27f"}
{"item_id": "HLV-1K_4549", "benchmark": "HLV-1K", "question": "What is the role of Dr. Imogen Norton as introduced in the video at 160 seconds and 1014 seconds?", "options": ["Pediatric Consultant.", "Senior Neonatal Nurse.", "General Practitioner.", "Surgeon."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "character-understanding", "scene_type": "medical_clinical_first_aid", "duration_group": ">30min", "duration_s": 2844.189025, "attack_pct": 0.939234542403511, "license": "MIT", "selection_order": 1211, "video": "videos/5d50d0b65f521e0f9701b853f7f15c2d0b76c533b4764ac96345cf497a4c12d0.mp4", "video_id": "5d50d0b65f521e0f9701b853f7f15c2d0b76c533b4764ac96345cf497a4c12d0"}
{"item_id": "MLVU_1945", "benchmark": "MLVU", "question": "Arrange the following events from the video in the correct chronological order: (1)People crash into the bottom of a bridge; (2)People are sitting on a raft going down a river; (3)People are walking across the water and down a trail; (4)People are carrying their raft and get into a van.\n(A) 2->1->3->4\n(B) 1->2->3->4\n(C) 1->3->2->4\n(D) 2->3->1->4\n", "options": ["2->1->3->4", "1->2->3->4", "1->3->2->4", "2->3->1->4"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "order", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 681.281281, "attack_pct": 0.9363301923325158, "license": "CC-BY-NC-SA-4.0", "selection_order": 1217, "video": "videos/3f210903bd89403224854fa287a861ca3f42629210a5c0ee511066370992672c.mp4", "video_id": "3f210903bd89403224854fa287a861ca3f42629210a5c0ee511066370992672c"}
{"item_id": "VSI-Super-Wild_4216", "benchmark": "VSI-Super-Wild", "question": "[Ordering] In this video, choose the option listing the four objects by first-appearance time.", "options": ["table → baby_stroller → escalator → suitcase", "escalator → table → suitcase → baby_stroller", "baby_stroller → escalator → table → suitcase", "table → escalator → suitcase → baby_stroller"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "VOO", "scene_type": "other", "duration_group": "10-30min", "duration_s": 1350.833333, "attack_pct": 0.690718987995353, "license": "unknown", "selection_order": 1224, "video": "videos/a7925b93f539499a0157dcac2a547be080512959e08970a828313efec623656f.mp4", "video_id": "a7925b93f539499a0157dcac2a547be080512959e08970a828313efec623656f"}
{"item_id": "LongVideoBench_853", "benchmark": "LongVideoBench", "question": "Sitting in front of the intercom, after a woman wearing a yellow sweater and glasses says in the subtitles 'from the announcements they're going to,' what action does she take?", "options": ["Touched her nose", "Touched her collar", "Touched her lips", "Touched her earlobe", "Touched the intercom"], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "T3E", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2774.88, "attack_pct": 0.3927649412675874, "license": "CC-BY-NC-SA-4.0", "selection_order": 1225, "video": "videos/e4668801f02538920d5628abd78a7977c773e62effe0e37042836fe07f8de2f5.mp4", "video_id": "e4668801f02538920d5628abd78a7977c773e62effe0e37042836fe07f8de2f5"}
{"item_id": "Video-MME_1147", "benchmark": "Video-MME", "question": "Which transportation is the quantum computer compared to in the video?", "options": ["Riding horses.", "Boats.", "Walking.", "Faster cars."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Object Reasoning", "scene_type": "science_experiment_lab", "duration_group": "10-30min", "duration_s": 1092.313107, "attack_pct": 0.9261891700012908, "license": "unknown", "selection_order": 1231, "video": "videos/a95a0df49538482e49bf5314471f72075622f5b19b6618f268251c3ca6449404.mp4", "video_id": "a95a0df49538482e49bf5314471f72075622f5b19b6618f268251c3ca6449404"}
{"item_id": "SiteBench-Video_1338", "benchmark": "SiteBench-Video", "question": "How many games are played in the video?", "options": ["1.", "2.", "3.", "4."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "counting & existence", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 823.635011, "attack_pct": 0.7743562024009294, "license": "CC-BY-4.0", "selection_order": 1238, "video": "videos/a3d00137e03a4381803c18b464ee570cafb54989e92e35e5fcc681ab54814276.mp4", "video_id": "a3d00137e03a4381803c18b464ee570cafb54989e92e35e5fcc681ab54814276"}
{"item_id": "LongTimeScope_839", "benchmark": "LongTimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared. I will quiz you about the words afterwards.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["fig, papaya, date", "elderberry, raspberry, honeydew", "nectarine, quince, date", "date, nectarine, tangerine", "fig, kiwi, quince", "kiwi, banana, lemon"], "answer": "E", "answer_idx": 4, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "science_experiment_lab", "duration_group": ">30min", "duration_s": 28800.0, "attack_pct": 0.9686168839550794, "license": "unknown", "selection_order": 1239, "video": "videos/01383e9d0a1ecd0e44dbb11b72b732efd2cf95448de17421cec221a954b9b593.mp4", "video_id": "01383e9d0a1ecd0e44dbb11b72b732efd2cf95448de17421cec221a954b9b593"}
{"item_id": "S-EMBER_6202", "benchmark": "S-EMBER", "question": "What did I do just before entering the small room?", "options": ["You carefully aimed and prepared to throw a crumpled piece of paper.", "You paused to look at the trash can that was sitting on the floor.", "You moved the garbage bin to the right and placed it against the wall.", "You threw a crumpled piece of paper into the nearby trash can.", "You bent down and picked up a crumpled paper ball from the floor."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "sequential_action", "scene_type": "surveillance_security_anomaly", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.1843858913127662, "license": "CC-BY-NC-4.0", "selection_order": 1245, "video": "videos/72853670d705d8d42fead9a2de331f0398eb2237abcb658b44e1f35d8ab86b59.mp4", "video_id": "72853670d705d8d42fead9a2de331f0398eb2237abcb658b44e1f35d8ab86b59"}
{"item_id": "LongTimeScope_20", "benchmark": "LongTimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared. I will quiz you about the words afterwards.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["honeydew, fig, date", "tangerine, tangerine, watermelon", "banana, banana, lemon", "papaya, date, elderberry", "fig, tangerine, strawberry", "strawberry, cherry, quince"], "answer": "E", "answer_idx": 4, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 36000.0, "attack_pct": 0.8639796050083903, "license": "unknown", "selection_order": 1246, "video": "videos/5388ab074a9470830a4ae503fef81eec879871ce03035127959a12d1500f12cf.mp4", "video_id": "5388ab074a9470830a4ae503fef81eec879871ce03035127959a12d1500f12cf"}
{"item_id": "StreamingBench_2193", "benchmark": "StreamingBench", "question": "What type of store has signs visible right now?", "options": ["Bookstore.", "Coffee shop.", "Clothing store.", "Pet store."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Text-Rich Understanding", "scene_type": "traffic_driving_accidents", "duration_group": "10-30min", "duration_s": 622.405117, "attack_pct": 0.3914821866528979, "license": "unknown", "selection_order": 1252, "video": "videos/4f90e7c3fe64cd278d5edb4f22ac2d9688f4e1435c37077becb49e8ffb4650e9.mp4", "video_id": "4f90e7c3fe64cd278d5edb4f22ac2d9688f4e1435c37077becb49e8ffb4650e9"}
{"item_id": "VideoOdyssey_2485", "benchmark": "VideoOdyssey", "question": "What action did the suspect perform when she first mentioned her son?", "options": ["She crossed her arms over her chest", "She spread her arms and swayed from side to side", "She covered her face with both hands", "She picked up her shoulder bag"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "AV/Action Recognition", "scene_type": "surveillance_security_anomaly", "duration_group": ">30min", "duration_s": 5907.504762, "attack_pct": 0.1694365560862269, "license": "CC-BY-NC-SA-4.0", "selection_order": 1253, "video": "videos/21b69a8ff0a28ac503c398709fe4e4ac895f752ce09d1ac5a95c084c37e0f1b9.mp4", "video_id": "21b69a8ff0a28ac503c398709fe4e4ac895f752ce09d1ac5a95c084c37e0f1b9"}
{"item_id": "OVO-S-Bench_10", "benchmark": "OVO-S-Bench", "question": "(Question asked at 167.5 s into the video; 'current' refers to that moment.) At the query moment, about how far is the player from the lowest step of the large stone staircase beside the columned building?", "options": ["About 5 meters", "About 3 meters", "About 0.5 meter", "About 8 meters"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "1.1.1", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.8603330321414742, "license": "unknown", "selection_order": 1259, "video": "videos/a247412302cf93e893af5b1278865247a4e5e2cbc36b06debd84924f1ee4cc4c.mp4", "video_id": "a247412302cf93e893af5b1278865247a4e5e2cbc36b06debd84924f1ee4cc4c"}
{"item_id": "VideoOdyssey_1889", "benchmark": "VideoOdyssey", "question": "While waiting at the first traffic light, what other sound can be heard layered within the background music?", "options": ["Horn sound", "Whistling sound", "Traffic light countdown chime", "Rain sound"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "AV/Acoustic Event Recognition", "scene_type": "traffic_driving_accidents", "duration_group": ">30min", "duration_s": 3621.035828, "attack_pct": 0.3019636633535562, "license": "CC-BY-NC-SA-4.0", "selection_order": 1260, "video": "videos/5933706d0c23e48b6daac49e6e49875070159d8e537bdce36b3a66ffcbda3104.mp4", "video_id": "5933706d0c23e48b6daac49e6e49875070159d8e537bdce36b3a66ffcbda3104"}
{"item_id": "VSI-Super-Wild_2624", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] At the indicated moment in this clip, which direction is the camera/person moving? (forward = the direction the camera is facing)", "options": ["backward-left", "backward-right", "forward-right", "forward-left"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VMR", "scene_type": "aerial_drone_urban_navigation", "duration_group": "10-30min", "duration_s": 950.313489, "attack_pct": 0.3945882277010455, "license": "unknown", "selection_order": 1266, "video": "videos/a2601220813655e8af95fa1ef1ca23d7e27b1a2c74ba8be1b496fbd25e8e1de4.mp4", "video_id": "a2601220813655e8af95fa1ef1ca23d7e27b1a2c74ba8be1b496fbd25e8e1de4"}
{"item_id": "LongVideoBench_570", "benchmark": "LongVideoBench", "question": "In the white background with black text, there is a segment of bold black text in the middle containing the phrase 'Benefit Tasks.' Above this, some words are partially covered with a yellow overlay. After the phrase 'Benefit Tasks' is enlarged on the screen, what changes occur?", "options": ["Turned red", "Shrunk", "Covered with yellow overlay", "Disappeared", "Covered with blue overlay"], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "SAA", "scene_type": "video_games_software_ui", "duration_group": ">30min", "duration_s": 3128.566667, "attack_pct": 0.9175245256228216, "license": "CC-BY-NC-SA-4.0", "selection_order": 1267, "video": "videos/99b3f175b053af63920160c3835cfd45c63b0b00dd16d9e5b9d2db49b61dcfc9.mp4", "video_id": "99b3f175b053af63920160c3835cfd45c63b0b00dd16d9e5b9d2db49b61dcfc9"}
{"item_id": "StreamingBench_2710", "benchmark": "StreamingBench", "question": "What significant change happened just now?", "options": ["The scene transitions to a field with green hills.", "The logo with \"GRAVITY THROTTLE RACING\" reappears.", "The abstract background becomes darker.", "The Texaco gas station disappears."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Event Understanding", "scene_type": "ai_generated_synthetic", "duration_group": "10-30min", "duration_s": 943.798277, "attack_pct": 0.744062217632632, "license": "unknown", "selection_order": 1273, "video": "videos/ea12de82f8593e6534bbea066add5c98af3ba3ff4a91aee7796e939793e31685.mp4", "video_id": "ea12de82f8593e6534bbea066add5c98af3ba3ff4a91aee7796e939793e31685"}
{"item_id": "1070", "benchmark": "LVBench", "question": "What color hats do children wearing yellow short sleeves wear?", "options": ["Black", "Orange", "Blue", "Red"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "entity recognition", "scene_type": "aerial_drone_urban_navigation", "duration_group": ">30min", "duration_s": 2664.652336, "attack_pct": 0.7955418226410224, "license": "CC-BY-NC-SA-4.0", "selection_order": 1274, "video": "videos/99714d9dffb30143dd81ba8197f3944d1d160a9f9eec5cbc4ea944cd1893a711.mp4", "video_id": "99714d9dffb30143dd81ba8197f3944d1d160a9f9eec5cbc4ea944cd1893a711"}
{"item_id": "Video-MME_1136", "benchmark": "Video-MME", "question": "What sticker does it appear on the screen at the beginning of this video?", "options": ["A pair of eyes.", "A flower.", "A smiling face.", "A raindrop."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Object Recognition", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 832.319274, "attack_pct": 0.9430101974958048, "license": "unknown", "selection_order": 1280, "video": "videos/ea43a36715796a21c9bc4043739720962e07ad18b11bdfb46180c5d2724cb99b.mp4", "video_id": "ea43a36715796a21c9bc4043739720962e07ad18b11bdfb46180c5d2724cb99b"}
{"item_id": "ScaleLong_1071", "benchmark": "ScaleLong", "question": "How many costumes did the first performer change in total during the first three costume changes?", "options": ["2", "6", "3", "5"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "Video Story", "scene_type": "ai_generated_synthetic", "duration_group": ">30min", "duration_s": 3784.12, "attack_pct": 0.6844746353427134, "license": "unknown", "selection_order": 1281, "video": "videos/8295740653c3b40ed13a3478c606abbd62c13166b6c3d89cda734906dd70683d.mp4", "video_id": "8295740653c3b40ed13a3478c606abbd62c13166b6c3d89cda734906dd70683d"}
{"item_id": "VCR-Bench_643", "benchmark": "VCR-Bench", "question": "In the video, how many dishes have been completed before the chef starts preparing the lamb meatball platter?", "options": ["1", "2", "3", "4"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "Video Temporal Counting", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 906.780875, "attack_pct": 0.8694898025041952, "license": "unknown", "selection_order": 1287, "video": "videos/60e231c10982ffe25bc5cafdcee54340fafc12978a3ff64eafaa27d6b1806adb.mp4", "video_id": "60e231c10982ffe25bc5cafdcee54340fafc12978a3ff64eafaa27d6b1806adb"}
{"item_id": "Video-MME_2620", "benchmark": "Video-MME", "question": "Why do people shed tears when the big sea turtle goes to sea in the video?", "options": ["They feel sad.", "They are friends.", "They don't want the turtle to go back to sea.", "They dislike the turtle."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Action Reasoning", "scene_type": "animals_wildlife", "duration_group": ">30min", "duration_s": 2004.091066, "attack_pct": 0.5948754356525107, "license": "unknown", "selection_order": 1288, "video": "videos/bbc3e1b689a4c4ce73cea1673410235730a563e196de13785a5f91f7b6ace817.mp4", "video_id": "bbc3e1b689a4c4ce73cea1673410235730a563e196de13785a5f91f7b6ace817"}
{"item_id": "StreamingBench_910", "benchmark": "StreamingBench", "question": "What is the position of the paintbrush relative to the sketchbooks initially?", "options": ["In front of the open sketchbook.", "Between a sketchbook and a white item.", "Behind the closed sketchbook.", "To the left of the open sketchbook."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "Spatial Understanding", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 786.854603, "attack_pct": 0.6449190009035756, "license": "unknown", "selection_order": 1294, "video": "videos/f874abc93aa61893f80d6d84980a705f1f6f6f9156cdac5d31362268d5be71f6.mp4", "video_id": "f874abc93aa61893f80d6d84980a705f1f6f6f9156cdac5d31362268d5be71f6"}
{"item_id": "ScaleLong_1720", "benchmark": "ScaleLong", "question": "How many eggs are added to the noodles with marinated eggs?", "options": ["Three eggs", "Half an egg", "One egg", "Two eggs"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Video Shot", "scene_type": "cooking_food", "duration_group": ">30min", "duration_s": 8241.708375, "attack_pct": 0.3252065315606041, "license": "unknown", "selection_order": 1295, "video": "videos/c9c476dc9c4743a26688f9e875fdbd2e4fb0c8f8806f274731d77d3163c78583.mp4", "video_id": "c9c476dc9c4743a26688f9e875fdbd2e4fb0c8f8806f274731d77d3163c78583"}
{"item_id": "Video-MME-v2_3071", "benchmark": "Video-MME-v2", "question": "Which of the following best describes the motion of the rotating mechanism on the floor lamp next to the TV?", "options": ["Rotates counterclockwise while ascending, with the rotation speed increasing until it reaches a certain speed, then remaining constant.", "Rotates clockwise while descending, with the rotation speed first increasing and then decreasing until it stops.", "Rotates clockwise while ascending, with the rotation speed first increasing and then decreasing until it stops.", "Rotates counterclockwise while ascending, with the rotation speed first increasing and then decreasing until it stops.", "Rotates counterclockwise while descending, with the rotation speed increasing until it reaches a certain speed, then remaining constant.", "Rotates counterclockwise while descending, with the rotation speed first increasing and then decreasing until it stops.", "Rotates clockwise while ascending, with the rotation speed increasing until it reaches a certain speed, then remaining constant.", "Rotates clockwise while descending, with the rotation speed increasing until it reaches a certain speed, then remaining constant."], "answer": "B", "answer_idx": 1, "n_options": 8, "chance": 0.125, "capability": "temporal", "task_class": "_none", "scene_type": "embodied_robot_manipulation", "duration_group": "10-30min", "duration_s": 876.924807, "attack_pct": 0.9838243836323738, "license": "MIT", "selection_order": 1301, "video": "videos/d41ac72de365afc3d0d537dfa155896daf780b9efd0a63988f61c896abbefa88.mp4", "video_id": "d41ac72de365afc3d0d537dfa155896daf780b9efd0a63988f61c896abbefa88"}
{"item_id": "MMWorld_381", "benchmark": "MMWorld", "question": "Why is the (2,3) element in the last matrix -1?", "options": ["It is a copy mistake. The value should be -2.", "It is obtained from subtracting three times the first row from the second row.", "The professor divide it by 2."], "answer": "A", "answer_idx": 0, "n_options": 3, "chance": 0.333333, "capability": "knowledge", "task_class": "Science", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 2861.371791, "attack_pct": 0.4002033045049696, "license": "unknown", "selection_order": 1302, "video": "videos/c6d6ecea1cadf28d95ac23a068ca829d0ee99aae7a7a18f53da856e7002ed4a3.mp4", "video_id": "c6d6ecea1cadf28d95ac23a068ca829d0ee99aae7a7a18f53da856e7002ed4a3"}
{"item_id": "MLVU_1124", "benchmark": "MLVU", "question": "What weather does the event occur in?\n(A) Snowy day\n(B) Rainy day\n(C) Overcast day\n(D) Sunny day\n", "options": ["Snowy day", "Rainy day", "Overcast day", "Sunny day"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "plotQA", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 611.0, "attack_pct": 0.1799890280108429, "license": "CC-BY-NC-SA-4.0", "selection_order": 1308, "video": "videos/590f038bc0e64ecda255e79c9cffd76f7b025602815730042ad4c38d46caf2dd.mp4", "video_id": "590f038bc0e64ecda255e79c9cffd76f7b025602815730042ad4c38d46caf2dd"}
{"item_id": "LongVideoBench_915", "benchmark": "LongVideoBench", "question": "There is a woman with short black hair on the screen, wearing glasses with purple-red frames, a green undershirt, and a white outer coat, with a black ornament on the collar. What items have appeared on the screen?", "options": ["mobile phone", "bracelet", "ring", "watch", "earring"], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "S2O", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 1987.488798, "attack_pct": 0.8260455660255582, "license": "CC-BY-NC-SA-4.0", "selection_order": 1309, "video": "videos/c6974371c7450a6e235eec4c47c623da7bdd068d63c730ff6e7db80832cf3c37.mp4", "video_id": "c6974371c7450a6e235eec4c47c623da7bdd068d63c730ff6e7db80832cf3c37"}
{"item_id": "MME-VideoOCR_663", "benchmark": "MME-VideoOCR", "question": "Which of the following statements is false about the product names and prices displayed in LAYLA BAKERY's stores?", "options": ["One Croissant costs less than one Cinnamon Bun.", "The total price of three Brioche Buns is more expensive than the price of one Maple Pecan.", "The total price of one serving of Pain aux Raisins plus one serving of Rhubarb Hibiscus Bow Tie is 10.", "The total price of two Pain au Chocolat is 7.8."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Robust_Video_Testing/long_video", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1066.462857, "attack_pct": 0.6185297534529496, "license": "CC-BY-NC-4.0", "selection_order": 1315, "video": "videos/8f4e5a1c2770362ba3f2fd799574ae394da85906ce1a31898731cd5275712114.mp4", "video_id": "8f4e5a1c2770362ba3f2fd799574ae394da85906ce1a31898731cd5275712114"}
{"item_id": "TimeScope_112", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["kiwi, orange, mango", "cherry, cherry, papaya", "raspberry, cherry, cherry", "fig, mango, papaya", "quince, date, papaya", "fig, quince, orange"], "answer": "F", "answer_idx": 5, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 3600.0, "attack_pct": 0.4326916871046857, "license": "unknown", "selection_order": 1316, "video": "videos/479feeb28f05b4edc15d3d937afbb8ec5b5937c58f346e60538931a92899fd82.mp4", "video_id": "479feeb28f05b4edc15d3d937afbb8ec5b5937c58f346e60538931a92899fd82"}
{"item_id": "OVO-S-Bench_199", "benchmark": "OVO-S-Bench", "question": "(Question asked at 703.3 s into the video; 'current' refers to that moment.) In the current view, what surface is directly supporting the white bottle in the foreground?", "options": ["The brick wall", "The wooden floor", "The truck bed", "The windowsill"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "1.2.3", "scene_type": "industrial_construction_manufacturing", "duration_group": "10-30min", "duration_s": 1102.9, "attack_pct": 0.73037950174261, "license": "unknown", "selection_order": 1329, "video": "videos/ea230608386e2be19edcf4e5958bfe12b4591101c517ceac857e49bd7bc7dffe.mp4", "video_id": "ea230608386e2be19edcf4e5958bfe12b4591101c517ceac857e49bd7bc7dffe"}
{"item_id": "HLV-1K_3875", "benchmark": "HLV-1K", "question": "Where is the picnic table located in the serene outdoor rural scene?", "options": ["Along a dirt path.", "Under a tree.", "In the foreground.", "Next to a thatched-roof hut."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "spatial-relationship", "scene_type": "industrial_construction_manufacturing", "duration_group": ">30min", "duration_s": 2679.071927, "attack_pct": 0.8185103911191429, "license": "MIT", "selection_order": 1330, "video": "videos/5d291f5be6a56ea7ce50a249e5f11a6f27c6424b3984871c12343ad45a970126.mp4", "video_id": "5d291f5be6a56ea7ce50a249e5f11a6f27c6424b3984871c12343ad45a970126"}
{"item_id": "TimeScope_268", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["elderberry, kiwi, grape", "nectarine, elderberry, mango", "strawberry, strawberry, kiwi", "cherry, tangerine, strawberry", "tangerine, kiwi, mango", "fig, watermelon, elderberry"], "answer": "E", "answer_idx": 4, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "music_dance_performance", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.8435120046469601, "license": "unknown", "selection_order": 1336, "video": "videos/33ea54706309506694880f84de523601ab49a8f2098d0af0066c88840fc98fac.mp4", "video_id": "33ea54706309506694880f84de523601ab49a8f2098d0af0066c88840fc98fac"}
{"item_id": "HLV-1K_4539", "benchmark": "HLV-1K", "question": "Where is the woman positioned in the frame at 1258.0 seconds into the video?", "options": ["In the center of the frame.", "At the right side of the frame.", "At the left side of the frame.", "Behind the man."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "spatial-relationship", "scene_type": "medical_clinical_first_aid", "duration_group": ">30min", "duration_s": 2844.189025, "attack_pct": 0.767974699883826, "license": "MIT", "selection_order": 1337, "video": "videos/5d50d0b65f521e0f9701b853f7f15c2d0b76c533b4764ac96345cf497a4c12d0.mp4", "video_id": "5d50d0b65f521e0f9701b853f7f15c2d0b76c533b4764ac96345cf497a4c12d0"}
{"item_id": "MME-VideoOCR_640", "benchmark": "MME-VideoOCR", "question": "What is the serial number of the train that appears at the beginning of the video?", "options": ["8016", "8014", "8015", "8013"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Robust_Video_Testing/long_video", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 1429.392472, "attack_pct": 0.629203239963857, "license": "CC-BY-NC-4.0", "selection_order": 1343, "video": "videos/688a77b341f53ec81667a1caa1f0892e5eb9334a1702bafe4d7c4bcb6970ed31.mp4", "video_id": "688a77b341f53ec81667a1caa1f0892e5eb9334a1702bafe4d7c4bcb6970ed31"}
{"item_id": "SiteBench-Video_1036", "benchmark": "SiteBench-Video", "question": "How many magics are performed in this video?", "options": ["5.", "4.", "3.", "2."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "counting & existence", "scene_type": "music_dance_performance", "duration_group": ">30min", "duration_s": 2001.049252, "attack_pct": 0.603564282948238, "license": "CC-BY-4.0", "selection_order": 1344, "video": "videos/e7fe304a10219e93b53f2e998433f5421075a0ea321fcb8c515ff4978e21b7ec.mp4", "video_id": "e7fe304a10219e93b53f2e998433f5421075a0ea321fcb8c515ff4978e21b7ec"}
{"item_id": "S-EMBER_3089", "benchmark": "S-EMBER", "question": "From here, do I get back to the entrance of this building?", "options": ["No, the video ends while you are still inside the building looking at the various museum exhibits.", "No, you do not get back to the entrance; instead, you just walk straight down the hallway.", "Yes, you can return to the entrance by following the path marked with chalk numbers on the ground.", "Yes, follow the concrete walkway marked \"Shortcut to Lobby\" which curves left back to the building entrance.", "Yes, turn around and walk straight past the men's bathroom to find the entrance on your right."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "egocentric", "task_class": "spatial_aware_reasoning", "scene_type": "other", "duration_group": "10-30min", "duration_s": 600.25, "attack_pct": 0.2948802762359623, "license": "CC-BY-NC-4.0", "selection_order": 1350, "video": "videos/c3fa38270152d9e956476c78cc76e74ac7814c7465ad62c63371df9b90cd20e0.mp4", "video_id": "c3fa38270152d9e956476c78cc76e74ac7814c7465ad62c63371df9b90cd20e0"}
{"item_id": "MME-VideoOCR_657", "benchmark": "MME-VideoOCR", "question": "Based on the cultural artifact descriptions provided in the video, which of the following statements is correct?", "options": ["The \"Three Bodhisattvas\" were made in France in the 15th century.", "The mounts of the \"Mughal huqqa bases\" were made in 1798 in Paris.", "The \"Peacock\" ceramic sculpture was created in the 1st century BC.", "The \"Bronze Ding\" was made in Hebei Province, China."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Robust_Video_Testing/long_video", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 1971.553469, "attack_pct": 0.3432699754743771, "license": "CC-BY-NC-4.0", "selection_order": 1351, "video": "videos/73011689b7b76ca3ed1f56339e180f15193133f48802020b2ace4bedf54da7ef.mp4", "video_id": "73011689b7b76ca3ed1f56339e180f15193133f48802020b2ace4bedf54da7ef"}
{"item_id": "Video-MME-v2_1400", "benchmark": "Video-MME-v2", "question": "Please focus on the physical properties of ketchup and mustard. How do their properties change during the process from resting on the table to being fully lifted by a spatula?", "options": ["Surface tension and adhesion dominate transfer efficiency.", "Adhesive residue leads to a loss of effective mass, indicating insufficient cohesive strength.", "The sauce's shape remains largely unchanged.", "Stress relaxation occurs, and deformation partially recovers over time.", "Reversible disruption and restructuring of the internal microstructure occurs.", "\"Stringing\" or \"wake\" phenomena occur, reflecting the coexistence of elasticity and viscosity.", "It transitions from a static to a flowing state.", "Apparent viscosity decreases, and fluidity temporarily increases."], "answer": "C", "answer_idx": 2, "n_options": 8, "chance": 0.125, "capability": "spatial", "task_class": "_none", "scene_type": "science_experiment_lab", "duration_group": "10-30min", "duration_s": 911.49932, "attack_pct": 0.3979927713953788, "license": "MIT", "selection_order": 1357, "video": "videos/fa0a2e545bfbf6ef75800549596cc3c64930838cd2ce0c5d67d6c03d9a4261a6.mp4", "video_id": "fa0a2e545bfbf6ef75800549596cc3c64930838cd2ce0c5d67d6c03d9a4261a6"}
{"item_id": "VSI-Super-Wild_3748", "benchmark": "VSI-Super-Wild", "question": "[Ordering] In this video, choose the option listing the four objects by first-appearance time.", "options": ["ABC-Mart → HOLLYS → small truck → white horse statue", "white horse statue → ABC-Mart → small truck → HOLLYS", "ABC-Mart → white horse statue → small truck → HOLLYS", "small truck → white horse statue → ABC-Mart → HOLLYS"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "VOO", "scene_type": "other", "duration_group": ">30min", "duration_s": 3368.0641, "attack_pct": 0.4197834645669291, "license": "unknown", "selection_order": 1358, "video": "videos/9c3552e915ce6cd5b5daa1a29d2c5240e7d5ec5055ce78f96f612a59c8b01848.mp4", "video_id": "9c3552e915ce6cd5b5daa1a29d2c5240e7d5ec5055ce78f96f612a59c8b01848"}
{"item_id": "StreamingBench_1152", "benchmark": "StreamingBench", "question": "Where is the cyclist with the number 845 positioned right now?", "options": ["Directly ahead of the cyclist with the number 88.", "On the left side of the cyclist with the number 851.", "Behind the cyclist with the number 88.", "On the right side of the cyclist with the number 88."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "Spatial Understanding", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 603.768467, "attack_pct": 0.5220004517877889, "license": "unknown", "selection_order": 1364, "video": "videos/a97e4faed84a62f92150f838527d689ca2fee80cf3315a0935f83ad972d28076.mp4", "video_id": "a97e4faed84a62f92150f838527d689ca2fee80cf3315a0935f83ad972d28076"}
{"item_id": "TimeScope_147", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["fig, cherry, watermelon", "honeydew, papaya, raspberry", "cherry, kiwi, nectarine", "watermelon, watermelon, kiwi", "fig, fig, mango", "strawberry, grape, cherry"], "answer": "A", "answer_idx": 0, "n_options": 6, "chance": 0.166667, "capability": "temporal", "task_class": "_none", "scene_type": "science_experiment_lab", "duration_group": ">30min", "duration_s": 3600.0, "attack_pct": 0.9025913256744548, "license": "unknown", "selection_order": 1365, "video": "videos/719c7305eb70af27dee3a02878404ceb962e2302c69ac5f0f6db79b049cd1518.mp4", "video_id": "719c7305eb70af27dee3a02878404ceb962e2302c69ac5f0f6db79b049cd1518"}
{"item_id": "S-EMBER_624", "benchmark": "S-EMBER", "question": "How many throws did it take before one of us made a successful shot?", "options": ["It took four throws before a successful shot was made.", "It took five throws before a successful shot was made.", "A successful shot was never made, as every throw missed.", "It took eleven throws before a successful shot was made.", "It took three throws before a successful shot was made."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "surveillance_security_anomaly", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.8051342455143927, "license": "CC-BY-NC-4.0", "selection_order": 1371, "video": "videos/72853670d705d8d42fead9a2de331f0398eb2237abcb658b44e1f35d8ab86b59.mp4", "video_id": "72853670d705d8d42fead9a2de331f0398eb2237abcb658b44e1f35d8ab86b59"}
{"item_id": "ScaleLong_19", "benchmark": "ScaleLong", "question": "What was the sequence of leads for the two teams' players in the first ten minutes of the match?", "options": ["The Indonesian player took the lead once, and then the Chinese player took the lead once.", "The Chinese player was leading throughout.", "The Chinese  player took the lead once, and the Indonesian player took the lead once.", "The Indonesian player was leading throughout."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "Video Event", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 4790.0, "attack_pct": 0.2735091002968891, "license": "unknown", "selection_order": 1372, "video": "videos/03dbf1a107dc04a571304bcd781c392a780217bd6dae55133a958dd128e50f87.mp4", "video_id": "03dbf1a107dc04a571304bcd781c392a780217bd6dae55133a958dd128e50f87"}
{"item_id": "VSI-Super-Wild_3501", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] At the indicated moment in this clip, which direction is the camera/person moving? (forward = the direction the camera is facing)", "options": ["forward", "backward", "right", "left"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VMR", "scene_type": "traffic_driving_accidents", "duration_group": "10-30min", "duration_s": 1540.935956, "attack_pct": 0.510060345940364, "license": "unknown", "selection_order": 1378, "video": "videos/b776d9ade9c6250c1693205dce73dc9b4bb3332eb9c0bce61dc261dc438ba9ed.mp4", "video_id": "b776d9ade9c6250c1693205dce73dc9b4bb3332eb9c0bce61dc261dc438ba9ed"}
{"item_id": "VideoOdyssey_2486", "benchmark": "VideoOdyssey", "question": "What question did the woman wearing a yellow uniform ask after entering the room in the shopping mall?", "options": ["The suspect's family memberst", "Whether there is surveillance video", "What incident occurred", "The suspect's first name"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "AV/Speech Fact Retrieval", "scene_type": "surveillance_security_anomaly", "duration_group": ">30min", "duration_s": 5907.504762, "attack_pct": 0.2084758616238544, "license": "CC-BY-NC-SA-4.0", "selection_order": 1379, "video": "videos/21b69a8ff0a28ac503c398709fe4e4ac895f752ce09d1ac5a95c084c37e0f1b9.mp4", "video_id": "21b69a8ff0a28ac503c398709fe4e4ac895f752ce09d1ac5a95c084c37e0f1b9"}
{"item_id": "OVO-S-Bench_1614", "benchmark": "OVO-S-Bench", "question": "(Question asked at 251.6 s into the video; 'current' refers to that moment.) Assuming the car is initially facing north, what is the order of Area A, Area B, and Area C from east to west?", "options": ["A->B->C", "A->C->B", "C->B->A", "B->C->A"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "4.1", "scene_type": "traffic_driving_accidents", "duration_group": ">30min", "duration_s": 4144.233333, "attack_pct": 0.744062217632632, "license": "unknown", "selection_order": 1386, "video": "videos/e5c73eab6ee0164f851e62be36cf179aee2bea033b12871e767e600f9c0c0d45.mp4", "video_id": "e5c73eab6ee0164f851e62be36cf179aee2bea033b12871e767e600f9c0c0d45"}
{"item_id": "Video-MME-v2_2098", "benchmark": "Video-MME-v2", "question": "When the assembled drone fails to take off on its first attempt, what does the person standing nearby say?", "options": ["Don't bother trying-it was just a toy model to begin with.", "The wind is too strong-it's impossible to fly in this weather.", "The remote hasn't paired successfully-check the signal first.", "The drone is out of battery.", "When the assembled drone failed to take off on its first attempt, the person standing nearby said, \"Don't worry, it's just a minor issue with the sensor calibration; let's adjust the parameters and try again.\"", "You installed the wrong motors; these aren't even the type meant for aircraft.", "The center of gravity is too far forward; you need to reposition the battery.", "The propellers seem to be spinning in the wrong direction."], "answer": "H", "answer_idx": 7, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "aerial_drone_urban_navigation", "duration_group": "10-30min", "duration_s": 1064.129733, "attack_pct": 0.510149089970311, "license": "MIT", "selection_order": 1392, "video": "videos/e9d92367d70aaab15fb1beb773996c8eece7a2894f9ab44012709fb0c72bef5b.mp4", "video_id": "e9d92367d70aaab15fb1beb773996c8eece7a2894f9ab44012709fb0c72bef5b"}
{"item_id": "ScaleLong_1474", "benchmark": "ScaleLong", "question": "What event does the video on Ukrainian history start with?", "options": ["The outbreak of the Russia-Ukraine conflict, with Putin announcing a special military operation", "Putin's televised condemnation of Ukraine's state legitimacy", "The 2014 Crimea referendum", "A historical review of Ukraine's independence"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Video Event", "scene_type": "video_games_software_ui", "duration_group": ">30min", "duration_s": 7852.7, "attack_pct": 0.28578804698593, "license": "unknown", "selection_order": 1393, "video": "videos/467163ee49182bc61d3e2a917d2a29ccd805854da261d21a4f448d1db5e697bd.mp4", "video_id": "467163ee49182bc61d3e2a917d2a29ccd805854da261d21a4f448d1db5e697bd"}
{"item_id": "UrbanVideo-Bench_3928", "benchmark": "UrbanVideo-Bench", "question": "Navigation Instruction given at initial position: [take off and turn right move towards the base bridge. now turn left on your back move towards the red rocket building. now turn right move towards the pond and turn left move forward and slow down to the road 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 turn my back to the left and walk toward the red rocket building.", "I turn right toward the base bridge.", "I turn right toward the pond.", "I fly forward and hover in mid-air.", "I take off and turn right toward the base bridge."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Progress Evaluation", "scene_type": "ai_generated_synthetic", "duration_group": "10-30min", "duration_s": 602.0, "attack_pct": 0.2362043371627727, "license": "MIT", "selection_order": 1399, "video": "videos/30f643b127248164628f199080836cb2769cde380122284383d683f7819ada19.mp4", "video_id": "30f643b127248164628f199080836cb2769cde380122284383d683f7819ada19"}
{"item_id": "ScaleLong_1285", "benchmark": "ScaleLong", "question": "In the video, where are the starting and ending points of the sailboat animation?", "options": ["Magallanes and Mahi", "Magallanes and Sagay", "Cabadbaran City and Mahi", "Cabadbaran City and Sagay"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Shot", "scene_type": "aerial_drone_urban_navigation", "duration_group": ">30min", "duration_s": 4042.68, "attack_pct": 0.7386407641667743, "license": "unknown", "selection_order": 1400, "video": "videos/8d8b3f09992fad1c74b4bc34304c86999bf8c7be331f9c09a81fc5d3cadc0409.mp4", "video_id": "8d8b3f09992fad1c74b4bc34304c86999bf8c7be331f9c09a81fc5d3cadc0409"}
{"item_id": "Video-MME-v2_975", "benchmark": "Video-MME-v2", "question": "What is the speculated final solution for the geckos in the video by the YouTuber?", "options": ["At the end of the video, the vlogger browsed a large outdoor greenhouse called \"Sigma 20\" and finally decided to order it to relocate the entire gecko \"army\" outdoors for large-scale breeding.", "The vlogger packaged and sold all the surplus geckos to a large local chain pet store to quickly reduce stocking density and exchange them for funds to buy more plants.", "He purchased the adjacent apartment unit to create a larger dedicated space for the geckos, allowing them to continue breeding freely.", "Due to his roommate threatening to \"form a union\" to protest the inability to close the bathroom door, the vlogger was forced to dismantle all tubing facilities and send all surplus geckos to a local animal shelter.", "He will expand his \"army\" to a nationwide scale.", "He allowed the geckos to completely take over his apartment, extending the tubing system to the neighbors' apartments and even the entire building, attempting to build a cross-apartment gecko symbiotic network.", "He contacted the biology department of a university and donated the entire population of cloned geckos to the laboratory for research on genetic variation in parthenogenetic species under closed environments.", "He took all the captured geckos to the deep forest far from the city and released them into the wild, believing that returning these cloned creatures to nature was their best destination."], "answer": "E", "answer_idx": 4, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 990.981224, "attack_pct": 0.2452804311346327, "license": "MIT", "selection_order": 1406, "video": "videos/086982ebda5b141a78b99e43b337f1dd907abf33261e2d1746ab3a63b8530379.mp4", "video_id": "086982ebda5b141a78b99e43b337f1dd907abf33261e2d1746ab3a63b8530379"}
{"item_id": "TimeScope_2592", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["elderberry, kiwi, grape", "nectarine, elderberry, fig", "strawberry, strawberry, banana", "cherry, orange, strawberry", "orange, banana, fig", "fig, watermelon, elderberry"], "answer": "E", "answer_idx": 4, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "ai_generated_synthetic", "duration_group": ">30min", "duration_s": 7200.0, "attack_pct": 0.6503001161740029, "license": "unknown", "selection_order": 1407, "video": "videos/2e14a2eed09bc7ce209897bd0c959a4a7495017c73ae2c02324a3557959d0bee.mp4", "video_id": "2e14a2eed09bc7ce209897bd0c959a4a7495017c73ae2c02324a3557959d0bee"}
{"item_id": "VideoOdyssey_1910", "benchmark": "VideoOdyssey", "question": "When the video introduces ostriches, a nest of ostrich eggs appears on the screen. What is the narration at this moment?", "options": ["A single kick from its powerful legs can inflict serious injury.", "When cornered, the Messiah ostrich is no easy target.", "Their rides, nearly 50mm wide, are the largest of any land animal.", "With long legs and two powerful toes shaped like hooves"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "AV/Speech Fact Retrieval", "scene_type": "animals_wildlife", "duration_group": ">30min", "duration_s": 9261.603991, "attack_pct": 0.2758487156318575, "license": "CC-BY-NC-SA-4.0", "selection_order": 1414, "video": "videos/0fed2cf881ee4c5a6bd849cf0ff2c5587559f884b6b162ad58af59d445a664ee.mp4", "video_id": "0fed2cf881ee4c5a6bd849cf0ff2c5587559f884b6b162ad58af59d445a664ee"}
{"item_id": "TimeScope_241", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["quince, tangerine, date", "honeydew, orange, date", "quince, kiwi, honeydew", "orange, quince, watermelon", "honeydew, elderberry, quince", "kiwi, strawberry, raspberry"], "answer": "B", "answer_idx": 1, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 1200.0, "attack_pct": 0.5396443784690849, "license": "unknown", "selection_order": 1420, "video": "videos/9101deb092f00ce893a20557717894a324066b228bd1bcbc2dd81b235d4db6a2.mp4", "video_id": "9101deb092f00ce893a20557717894a324066b228bd1bcbc2dd81b235d4db6a2"}
{"item_id": "V2P-Bench_158", "benchmark": "V2P-Bench", "question": "What happens of 1 and 2?", "options": ["The two people talk with each other, pick beech nut", "The two people cook and eat, talk with each other", "The two people pick beech nut, talk with each other, play with the dog", "The two people pick beech nut, play with the dog"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "1", "scene_type": "cooking_food", "duration_group": ">30min", "duration_s": 3664.394067, "attack_pct": 0.595569252613915, "license": "CC-BY-NC-4.0", "selection_order": 1421, "video": "videos/9f654d69947c120b6a96d3a6e5e9e5d51a5d3aded444faf13f69865ba71a4a0e.mp4", "video_id": "9f654d69947c120b6a96d3a6e5e9e5d51a5d3aded444faf13f69865ba71a4a0e"}
{"item_id": "MLVU_601", "benchmark": "MLVU", "question": "Throughout this video, what is the total count of occurrences for the scene featuring the 'baking cookies' action\n(A) 0\n(B) 4\n(C) 3\n(D) 1\n", "options": ["0", "4", "3", "1"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "count", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 7379.012346, "attack_pct": 0.3815751258551697, "license": "CC-BY-NC-SA-4.0", "selection_order": 1435, "video": "videos/13a005d23aa4616d76477d5ba0a16261fdfff538cd9d17e2fff30c1c0e502256.mp4", "video_id": "13a005d23aa4616d76477d5ba0a16261fdfff538cd9d17e2fff30c1c0e502256"}
{"item_id": "OVO-S-Bench_159", "benchmark": "OVO-S-Bench", "question": "(Question asked at 418.0 s into the video; 'current' refers to that moment.) In the current frame, what is being occluded from the camera's perspective by the white object on the dashboard?", "options": ["A cyclist crossing the street", "The traffic light suspended above the intersection", "Nothing is occluded by the object at this moment", "Two pedestrians walking on the crosswalk"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "1.2.2", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 857.633333, "attack_pct": 0.3492480960371756, "license": "unknown", "selection_order": 1441, "video": "videos/abeb86447b7d5ac560a7af7bba95b2f6f505917e9ea64cbaafc7f0ad9648a751.mp4", "video_id": "abeb86447b7d5ac560a7af7bba95b2f6f505917e9ea64cbaafc7f0ad9648a751"}
{"item_id": "V2P-Bench_53", "benchmark": "V2P-Bench", "question": "What is the color of the sticker on the drink of the person marked with a doodle?", "options": ["Black", "Yellow", "Green", "White"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "1", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 2254.466667, "attack_pct": 0.6354072544210663, "license": "CC-BY-NC-4.0", "selection_order": 1442, "video": "videos/f6ce97830703921dacb516b07e49ec0ad200dc0d19df67f3801507411ea5e319.mp4", "video_id": "f6ce97830703921dacb516b07e49ec0ad200dc0d19df67f3801507411ea5e319"}
{"item_id": "S-EMBER_373", "benchmark": "S-EMBER", "question": "How do I go back to the game my friend was playing earlier with the dancing snowman?", "options": ["Go back through the room with the large circular table and into the mirrored room with the screens.", "Follow the left-pointing arrows on the brightly lit neon sign that reads THE WINTERVERSE GO ONWARDS.", "Use the map in the INTERVERSE brochure you are holding to navigate back to the marked DOORWAYS area.", "Return to the same screen and stand on the white footprint marker on the floor to cycle activities.", "Take the escalators to go upstairs and enter the door that says mind portal. It is on your far right."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "spatial_aware_reasoning", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.2492819801213373, "license": "CC-BY-NC-4.0", "selection_order": 1448, "video": "videos/9fe2fb2c7adb08e44450387c5789ceec4aff79fc513cd1ed7ef82d1e881e3bec.mp4", "video_id": "9fe2fb2c7adb08e44450387c5789ceec4aff79fc513cd1ed7ef82d1e881e3bec"}
{"item_id": "SiteBench-Video_1093", "benchmark": "SiteBench-Video", "question": "How many audio-like products are shown in the video?", "options": ["3.", "4.", "2.", "5."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "counting & existence", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 2323.086803, "attack_pct": 0.8697963727894669, "license": "CC-BY-4.0", "selection_order": 1449, "video": "videos/dbde870e1cdf750a4fcd0bc2292dda3bd3820c8b466c0b9bf07fc0588ff8a78a.mp4", "video_id": "dbde870e1cdf750a4fcd0bc2292dda3bd3820c8b466c0b9bf07fc0588ff8a78a"}
{"item_id": "Video-MME-v2_887", "benchmark": "Video-MME-v2", "question": "What is the visual in the video when Jeremy says: \"So we're taking a look at it, making sure that they're all there.\"?", "options": ["Jeremy leans over to pick up a huge chocolate bar from a running white conveyor belt, while Nick looks on and says \"Uh oh.\"", "Nick and Jeremy stand by a huge cooling tunnel, observing the chocolate bars moving inside through a glass wall.", "Green molds filled with liquid chocolate shake rapidly from side to side in a vibrating cabinet.", "Nick, wearing safety goggles, holds a chocolate bar up to his face, observing its luster in the light and saying it is \"shimmering.\"", "A pair of gloved hands forcefully snaps a large chocolate bar in half, making a crisp sound.", "A medium shot shows Nick and Jeremy standing face to face, both holding chocolate bars and comparing them.", "A side close-up shot where Nick brings the chocolate bar very close, as if inspecting the edges with a microscope.", "A close-up shot of a hand wearing a blue glove holding a large rectangular chocolate bar."], "answer": "C", "answer_idx": 2, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "industrial_construction_manufacturing", "duration_group": "10-30min", "duration_s": 1074.503401, "attack_pct": 0.3849312637149864, "license": "MIT", "selection_order": 1455, "video": "videos/fc31da53e510e52b947a71bd76655ba0a7063ee9022588f37cc6a29f661ddaec.mp4", "video_id": "fc31da53e510e52b947a71bd76655ba0a7063ee9022588f37cc6a29f661ddaec"}
{"item_id": "HourVideo_197", "benchmark": "HourVideo", "question": "Before laying bricks and working with cement, what were the prerequisite steps the camera wearer took?", "options": ["Move soil with a fork, pick up bricks, place them on the foundation, and ensure their stability with a hammer.", "Move soil with a fork, pick up bricks, place them on the foundation, ensure their stability with a hammer, and draw a chalk line for alignment.", "Move soil with a fork, pick up tiles, install them on the foundation, and check their stability with a level.", "Pick up bricks, place them on the foundation, and ensure their stability with a hammer.", "Shift gravel with a spade, collect stones, set them on the foundation, and verify their stability with a mallet."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "reasoning/temporal/prerequisites", "scene_type": "industrial_construction_manufacturing", "duration_group": ">30min", "duration_s": 3507.3, "attack_pct": 0.0843713695624112, "license": "Apache-2.0", "selection_order": 1456, "video": "videos/76ea123b528377bbadf8e0dcfdd48ebd3a87c39c22b528a8ce8a307cc3f71c65.mp4", "video_id": "76ea123b528377bbadf8e0dcfdd48ebd3a87c39c22b528a8ce8a307cc3f71c65"}
{"item_id": "Video-MME_1470", "benchmark": "Video-MME", "question": "How does the man demonstrate the shake change?", "options": ["He turns 4 of spades into 7 of diamonds.", "He turns 4 of spades into 7 of hearts.", "He turns 7 of diamonds into 4 of spades.", "He turns 7 of hearts into 4 of spades."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Action Recognition", "scene_type": "music_dance_performance", "duration_group": "10-30min", "duration_s": 874.254512, "attack_pct": 0.4622837872724926, "license": "unknown", "selection_order": 1462, "video": "videos/5224de5ccff5ea8504171aa33138a9a239fea305b38bda09f1e9d67672ec588e.mp4", "video_id": "5224de5ccff5ea8504171aa33138a9a239fea305b38bda09f1e9d67672ec588e"}
{"item_id": "HLV-1K_5445", "benchmark": "HLV-1K", "question": "In which order do the events occur in the video from 3.0 to 2212.0 seconds?", "options": ["The event starts in a veterinary or pet care clinic, transitions to a formal setting, then to an outdoor setting, followed by a cluttered kennel enclosure, and finally to a more organized animal shelter setup.", "The event starts with a tranquil seaside scene, transitions to a forest-like environment, then to a veterinary or animal care facility, and finally to a clinical setting with a medical examination table.", "The event starts with a close-up scene of an animal's face receiving medical treatment, transitions to a broader view inside a clinical setting, then to an outdoor scene, and finally to a veterinary patient monitor displaying clinical measurements.", "The event starts with a detailed close-up of a dog at a veterinary clinic, transitions to a clinical environment with multiple individuals attending to the dog, then to various medical scenes, and finally to a man using a stethoscope."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "time-order", "scene_type": "medical_clinical_first_aid", "duration_group": ">30min", "duration_s": 2216.73941, "attack_pct": 0.4088356783270943, "license": "MIT", "selection_order": 1463, "video": "videos/c16d42e7c663827d363f99d56aaa36afc83c1aab592bea3b90aa9c87b0be7348.mp4", "video_id": "c16d42e7c663827d363f99d56aaa36afc83c1aab592bea3b90aa9c87b0be7348"}
{"item_id": "ScaleLong_908", "benchmark": "ScaleLong", "question": "How did Jimmy leave the stage after the show ended?", "options": ["He high-fived Obama and shook hands with others", "He hugged everyone before leaving", "He waved to the audience and exited", "He bowed deeply and walked off the stage"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Shot", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 1578.1766, "attack_pct": 0.3815751258551697, "license": "unknown", "selection_order": 1469, "video": "videos/8f92487ffb1fb4fb3c482e5fe71841217b7740a3f529a8af460e39e41e0ea8fc.mp4", "video_id": "8f92487ffb1fb4fb3c482e5fe71841217b7740a3f529a8af460e39e41e0ea8fc"}
{"item_id": "V2P-Bench_109", "benchmark": "V2P-Bench", "question": "What does the girl directed by the arrow do between 32:00-32:05?", "options": ["She is angry", "She smiles", "She crys", "She sits down"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "17", "scene_type": "music_dance_performance", "duration_group": ">30min", "duration_s": 4557.96, "attack_pct": 0.3691106234671485, "license": "CC-BY-NC-4.0", "selection_order": 1470, "video": "videos/dd29b112c9ed933086c80859493bc9b24511b969e248ee7a6d81b634086a2ca9.mp4", "video_id": "dd29b112c9ed933086c80859493bc9b24511b969e248ee7a6d81b634086a2ca9"}
{"item_id": "StreamingBench_915", "benchmark": "StreamingBench", "question": "Which part of the drawing is being detailed by the brush in the first few seconds?", "options": ["The left eye.", "The right eye.", "The nose.", "The mouth."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Event Understanding", "scene_type": "other", "duration_group": "10-30min", "duration_s": 700.360272, "attack_pct": 0.7954772815283335, "license": "unknown", "selection_order": 1476, "video": "videos/6a774856648c0cd0931263f9609119b040371b3a4c1e4f8806801d996999f82d.mp4", "video_id": "6a774856648c0cd0931263f9609119b040371b3a4c1e4f8806801d996999f82d"}
{"item_id": "ScaleLong_102", "benchmark": "ScaleLong", "question": "What is the most important reason the speaker in the video opposes the U.S. relief bill?", "options": ["They believe the U.S. relief bill increases the cost of health insurance for the American people.", "They believe the U.S. relief bill cuts programs that help children and their parents detect cancer.", "They believe the U.S. relief bill infringes upon the personal rights of the wealthy.", "They believe the U.S. relief bill massively reduces taxes for the wealthy class."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Video Story", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 5675.0, "attack_pct": 0.4187992125984252, "license": "unknown", "selection_order": 1477, "video": "videos/2683dc8cc35710339d691bda53291eefd352bea72e899452fce725b105376fa4.mp4", "video_id": "2683dc8cc35710339d691bda53291eefd352bea72e899452fce725b105376fa4"}
{"item_id": "SciVideoBench_40", "benchmark": "SciVideoBench", "question": "Why is the operation shown at 02:51 performed before the main experiment?", "options": ["To measure learning ability before conditioning", "To screen for motivated subjects", "To calibrate equipment based on response speed", "To determine the bee's age for experimental grouping", "To assess the bee's health by monitoring activity", "To observe baseline proboscis extention frequency", "To ensure bees are hungry before starting the test", "To familiarize bees with the experimental environment", "To test if the bee can extend its proboscis naturally", "To train bees to respond to a new stimulus"], "answer": "B", "answer_idx": 1, "n_options": 10, "chance": 0.1, "capability": "knowledge", "task_class": "Biology", "scene_type": "science_experiment_lab", "duration_group": "10-30min", "duration_s": 631.594667, "attack_pct": 0.7511778753065703, "license": "custom", "selection_order": 1483, "video": "videos/fb3f7618024018e28d1453a4d2127a31e99efd6caf7241c2fda07b9af8488a65.mp4", "video_id": "fb3f7618024018e28d1453a4d2127a31e99efd6caf7241c2fda07b9af8488a65"}
{"item_id": "VideoOdyssey_1292", "benchmark": "VideoOdyssey", "question": "What did the fourth customer (counting each customer group as one) do after receiving their food in the video?", "options": ["Found a seat, drank coffee, and read a book", "Found a seat, ate while chatting", "Found a seat, ate the food, and used a computer", "Found a seat, finished eating, and left"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "V/Action Recognition", "scene_type": "other", "duration_group": ">30min", "duration_s": 3640.26195, "attack_pct": 0.4056005550535691, "license": "CC-BY-NC-SA-4.0", "selection_order": 1484, "video": "videos/529757fbc975da347e627ac59f5909e5d72566001a51de67a999604d4ba8d18c.mp4", "video_id": "529757fbc975da347e627ac59f5909e5d72566001a51de67a999604d4ba8d18c"}
{"item_id": "TemporalBench_11809", "benchmark": "TemporalBench", "question": "Which caption best describes this video?", "options": ["The gymnast performs the balance beam, which include jump backward, flic-flac take-off with 0.5 twist through handstand to walkover forward, also with support on one arm. The gymnast performs the following actions: To wolf position (hip angle at 45, knees together); With turn; 1 turn. The gymnast performs the following actions: Jump backward; End in side straddle sit on balance beam.", "The gymnast performs the balance beam, which include jump backward, flic-flac take-off with 0.5 twist through handstand to walkover forward, also with support on one arm. The gymnast performs the following actions: To wolf position (hip angle at 45, knees together); With turn; 1 turn. The gymnast performs the following actions: Jump backward; End in cross straddle sit on balance beam."], "answer": "B", "answer_idx": 1, "n_options": 2, "chance": 0.5, "capability": "knowledge", "task_class": "_none", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 639.673006, "attack_pct": 0.5971101716793598, "license": "unknown", "selection_order": 1490, "video": "videos/5e4fa6cdf759f36f29ec9d296d29c1ae9a1215bf3f97ab1f6d130aba695b2cbc.mp4", "video_id": "5e4fa6cdf759f36f29ec9d296d29c1ae9a1215bf3f97ab1f6d130aba695b2cbc"}
{"item_id": "LongTimeScope_77", "benchmark": "LongTimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared. I will quiz you about the words afterwards.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["strawberry, lemon, quince", "ugli, strawberry, cherry", "raspberry, raspberry, cherry", "raspberry, cherry, tangerine", "apple, banana, raspberry", "strawberry, tangerine, honeydew"], "answer": "D", "answer_idx": 3, "n_options": 6, "chance": 0.166667, "capability": "grounding", "task_class": "_none", "scene_type": "science_experiment_lab", "duration_group": ">30min", "duration_s": 28800.0, "attack_pct": 0.9744659222925004, "license": "unknown", "selection_order": 1491, "video": "videos/277606a0db2172bbd4be9d0bd8cb85d06e10f8a2db15ea267c072779c198d42a.mp4", "video_id": "277606a0db2172bbd4be9d0bd8cb85d06e10f8a2db15ea267c072779c198d42a"}
{"item_id": "S-EMBER_4256", "benchmark": "S-EMBER", "question": "Where did I last see my friend in the green shirt?", "options": ["Standing directly to your right side.", "Standing near the two elevator doors.", "Standing near the dark double doors.", "Standing in the middle of the hall.", "Standing at the bottom of the stairs."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "location_trace", "scene_type": "surveillance_security_anomaly", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.8090631857493223, "license": "CC-BY-NC-4.0", "selection_order": 1497, "video": "videos/aa15650bc76f238cc2b0d7649427dd0627a69121d5e9c1bb7c892cae7de28c5c.mp4", "video_id": "aa15650bc76f238cc2b0d7649427dd0627a69121d5e9c1bb7c892cae7de28c5c"}
{"item_id": "SiteBench-Video_1666", "benchmark": "SiteBench-Video", "question": "At the start of the race, why do the athletes line up as depicted in the video?", "options": ["The athletes line up in one row to create a visual spectacle for the audience, enhancing the overall experience of the race.", "The athletes are positioned in three rows based on their height, with taller athletes in the back row and shorter athletes in the front row.", "The athletes line up in three rows to allow for easier identification and tracking by the race officials and cameras.", "The athletes line up in two rows to provide a clear path for the athletes to move along the track during the race."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "spatial relationship reasoning", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 2499.535238, "attack_pct": 0.5591680650574415, "license": "CC-BY-4.0", "selection_order": 1498, "video": "videos/7c7426f7b4b25de7ae4fdb9f970ad51b452b3b2bd73d51e4133d6a2df5864c4e.mp4", "video_id": "7c7426f7b4b25de7ae4fdb9f970ad51b452b3b2bd73d51e4133d6a2df5864c4e"}
{"item_id": "VideoMathQA_1345", "benchmark": "VideoMathQA", "question": "The video shows a breakdown of U.S. imports in 2022 from Vietnam by sector and also presents data on how much Vietnam exports to major trading partners in 2022.\n\nGiven the reliance of U.S. brands such as Nike and Adidas on manufacturing in Vietnam for their main consumer products, examine the breakdown of Vietnam's exports to the U.S. by sector and provide an estimated dollar value for the category that most likely represents these goods.", "options": ["26.1 billion", "54.7 billion"], "answer": "A", "answer_idx": 0, "n_options": 2, "chance": 0.5, "capability": "knowledge", "task_class": "Chart", "scene_type": "traffic_driving_accidents", "duration_group": "10-30min", "duration_s": 867.676712, "attack_pct": 0.6859590809345553, "license": "Apache-2.0", "selection_order": 1504, "video": "videos/4ce311484db9ed7ed37af32dc971e572b72ff65e00d2c941e752fc865535b995.mp4", "video_id": "4ce311484db9ed7ed37af32dc971e572b72ff65e00d2c941e752fc865535b995"}
{"item_id": "VideoOdyssey_614", "benchmark": "VideoOdyssey", "question": "In a scene in the video, a white-haired woman wearing a blue-green top and blue shorts is walking her dog on a lawn beside a road. Why did the dog suddenly dash forward?", "options": ["Because there was another dog in the distance.", "Because there was a hot dog stand in the distance.", "Because the dog dashed out to chase a rabbit that suddenly appeared.", "Because the dog ran out to find a man far away."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "V/Causal Reasoning", "scene_type": "surveillance_security_anomaly", "duration_group": ">30min", "duration_s": 6248.92, "attack_pct": 0.3021008132180199, "license": "CC-BY-NC-SA-4.0", "selection_order": 1505, "video": "videos/676960e2d85efd1eab96503d59c27ce0399c8261e897e4c95e5dd53a123df6c0.mp4", "video_id": "676960e2d85efd1eab96503d59c27ce0399c8261e897e4c95e5dd53a123df6c0"}
{"item_id": "SLVMBench_1516", "benchmark": "SLVMBench", "question": "What action brings up the menu that allows you to link to other pages like the 'To Do List'?", "options": ["Press the \"#\" key.", "Type the mention before pressing the key.", "Press the \"@\" key.", "Click the \"+\" button.", "Pressing the forward slash (/) key"], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "core", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 615.371, "attack_pct": 0.9474958048276751, "license": "Apache-2.0", "selection_order": 1511, "video": "videos/1ca905e7eed7c9e3831d45367f43c58c26f44e612f025ac8f5bb77edda2c0fa7.mp4", "video_id": "1ca905e7eed7c9e3831d45367f43c58c26f44e612f025ac8f5bb77edda2c0fa7"}
{"item_id": "VSI-Super-Wild_1187", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] Here are 4 frames captured at different moments in the video. Each frame is shown from a slightly rotated viewpoint (30-60 degrees). Choose the option listing the frames by capture time, from first to last.", "options": ["Frame 3 → Frame 2 → Frame 1 → Frame 4", "Frame 4 → Frame 3 → Frame 1 → Frame 2", "Frame 4 → Frame 3 → Frame 2 → Frame 1", "Frame 1 → Frame 2 → Frame 3 → Frame 4"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VPO", "scene_type": "traffic_driving_accidents", "duration_group": ">30min", "duration_s": 2913.929711, "attack_pct": 0.4679956757454498, "license": "unknown", "selection_order": 1512, "video": "videos/f5bc3519c7acd4f78b3162c12263d1995cd545a833bbd2dea00d48f7087d4df1.mp4", "video_id": "f5bc3519c7acd4f78b3162c12263d1995cd545a833bbd2dea00d48f7087d4df1"}
{"item_id": "StreamingBench_2417", "benchmark": "StreamingBench", "question": "What is currently seen on the belt of the police officer?", "options": ["Flashlight.", "Handcuffs.", "Taser.", "Radio."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Object Perception", "scene_type": "aerial_drone_urban_navigation", "duration_group": "10-30min", "duration_s": 620.251429, "attack_pct": 0.7834242287337033, "license": "unknown", "selection_order": 1518, "video": "videos/1dd933a194f9e6bd62daf77569e88d13f21bdf8d92e4a167a1d40660648c6700.mp4", "video_id": "1dd933a194f9e6bd62daf77569e88d13f21bdf8d92e4a167a1d40660648c6700"}
{"item_id": "TimeScope_2589", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["lemon, strawberry, lemon", "watermelon, quince, mango", "fig, kiwi, quince", "banana, papaya, fig", "papaya, nectarine, kiwi", "papaya, mango, orange"], "answer": "C", "answer_idx": 2, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "video_games_software_ui", "duration_group": ">30min", "duration_s": 7200.0, "attack_pct": 0.6594407512585517, "license": "unknown", "selection_order": 1519, "video": "videos/106c66e0588d7d3b24d2919c67e86a7c4ca8a1ca47f93d181b85e4ee8eb25fee.mp4", "video_id": "106c66e0588d7d3b24d2919c67e86a7c4ca8a1ca47f93d181b85e4ee8eb25fee"}
{"item_id": "VCR-Bench_686", "benchmark": "VCR-Bench", "question": "When did the circular view of the Earth appear for the second time?", "options": ["6:11-6:13", "5:22-5:24", "8:44-8:47", "10:33-10:37"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Temporal Counting", "scene_type": "ai_generated_synthetic", "duration_group": "10-30min", "duration_s": 1209.341467, "attack_pct": 0.7208596876210146, "license": "unknown", "selection_order": 1525, "video": "videos/8b063c7fbc446943c913f8c3894cf833e2237edee94a4fd69a1fe28c94acd5c8.mp4", "video_id": "8b063c7fbc446943c913f8c3894cf833e2237edee94a4fd69a1fe28c94acd5c8"}
{"item_id": "VSI-Super-Wild_953", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] Here are 4 frames captured at different moments in the video. Each frame is shown from a slightly rotated viewpoint (30-60 degrees). Choose the option listing the frames by capture time, from first to last.", "options": ["Frame 1 → Frame 2 → Frame 3 → Frame 4", "Frame 2 → Frame 4 → Frame 3 → Frame 1", "Frame 3 → Frame 4 → Frame 2 → Frame 1", "Frame 1 → Frame 4 → Frame 3 → Frame 2"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VPO", "scene_type": "aerial_drone_urban_navigation", "duration_group": ">30min", "duration_s": 2900.56, "attack_pct": 0.417710081321802, "license": "unknown", "selection_order": 1526, "video": "videos/d50feded08292f2b7f66bf19c9ad9bf19c214d4d2a96640539f28c18f8673628.mp4", "video_id": "d50feded08292f2b7f66bf19c9ad9bf19c214d4d2a96640539f28c18f8673628"}
{"item_id": "K9-Bench_3763", "benchmark": "K9-Bench", "question": "What communicative signals does the pug exhibit when being initially guided into the pool by the human?", "options": ["Shivers with rigid body, briefly struggles legs with hesitant gaze, then relaxes.", "Tucks tail with hunched body, flails legs awkwardly with cautious look, then relaxes.", "Pulls back with resistant body, splashes legs vigorously with furrowed brow, then relaxes.", "Pins ears back with tense body, paddles legs tentatively with wide eyes, then relaxes.", "Keeps head low with stiff body, kicks legs quickly with worried expression, then relaxes."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "interaction analysis", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 696.25034, "attack_pct": 0.2464018329676003, "license": "CC-BY-NC-4.0", "selection_order": 1532, "video": "videos/735583fd0f17c718d30e142b3d94ea9b3943581470a9826e385c154544af5eb6.mp4", "video_id": "735583fd0f17c718d30e142b3d94ea9b3943581470a9826e385c154544af5eb6"}
{"item_id": "VSI-Super-Wild_1073", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] Here are 4 frames captured at different moments in the video. Each frame is shown from a slightly rotated viewpoint (30-60 degrees). Choose the option listing the frames by capture time, from first to last.", "options": ["Frame 1 → Frame 3 → Frame 2 → Frame 4", "Frame 2 → Frame 3 → Frame 4 → Frame 1", "Frame 4 → Frame 1 → Frame 2 → Frame 3", "Frame 4 → Frame 1 → Frame 3 → Frame 2"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VPO", "scene_type": "ai_generated_synthetic", "duration_group": ">30min", "duration_s": 2585.249167, "attack_pct": 0.6256938169614045, "license": "unknown", "selection_order": 1533, "video": "videos/5350ab313f6c37768d3b8befd350564a1e477f933f4db044d59e246c13ecf906.mp4", "video_id": "5350ab313f6c37768d3b8befd350564a1e477f933f4db044d59e246c13ecf906"}
{"item_id": "Video-MME_1619", "benchmark": "Video-MME", "question": "What treat did the little hamster savor at the end of the video?", "options": ["Salmon.", "Bacon.", "Scallop.", "Kobe beef."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Object Recognition", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 893.062676, "attack_pct": 0.5902526784561766, "license": "unknown", "selection_order": 1539, "video": "videos/9510f7d486428e714342479e8955e08767e0594474519dce61cd47d783d11f44.mp4", "video_id": "9510f7d486428e714342479e8955e08767e0594474519dce61cd47d783d11f44"}
{"item_id": "HLV-1K_1966", "benchmark": "HLV-1K", "question": "In the video event from 1485.0 to 1545.0 seconds, where is the frog in a straw hat positioned in relation to the basket filled with artificial vegetables?", "options": ["In front of the basket.", "Behind the basket.", "Next to the basket.", "Above the basket."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "spatial-relationship", "scene_type": "animals_wildlife", "duration_group": ">30min", "duration_s": 1858.896689, "attack_pct": 0.4951029430747386, "license": "MIT", "selection_order": 1540, "video": "videos/3b10ebb7d1b40daf7d0165483ea0b98de578dc9eb26a19c1d983d9ac347927ba.mp4", "video_id": "3b10ebb7d1b40daf7d0165483ea0b98de578dc9eb26a19c1d983d9ac347927ba"}
{"item_id": "VSI-Super-Wild_3145", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] At the indicated moment in this clip, which direction is the camera/person moving? (forward = the direction the camera is facing)", "options": ["backward-left", "forward-right", "backward-right", "forward-left"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VMR", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 1109.070689, "attack_pct": 0.5093907318962179, "license": "unknown", "selection_order": 1546, "video": "videos/af927176683c1777d7054c0e346a28a72a4ef5ac16cbd7e8b5f2c52469c15415.mp4", "video_id": "af927176683c1777d7054c0e346a28a72a4ef5ac16cbd7e8b5f2c52469c15415"}
{"item_id": "S-EMBER_5724", "benchmark": "S-EMBER", "question": "After checking the map, how long did it take me to join the others waiting in line?", "options": ["It took approximately 180 seconds to join the others waiting in line after checking the map.", "It took approximately 60 seconds to join the others waiting in line after checking the map.", "It took approximately 120 seconds to join the others waiting in line after checking the map.", "It took approximately 10 seconds to join the others waiting in line after checking the map.", "It took approximately 220 seconds to join the others waiting in line after checking the map."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 600.166667, "attack_pct": 0.230952304117723, "license": "CC-BY-NC-4.0", "selection_order": 1553, "video": "videos/d354f29005da7a7b3399c429dfa57cdc7ab827b5e134f52c65a509d413449367.mp4", "video_id": "d354f29005da7a7b3399c429dfa57cdc7ab827b5e134f52c65a509d413449367"}
{"item_id": "SiteBench-Video_1400", "benchmark": "SiteBench-Video", "question": "How many embroidery techniques does the author teach in the video?", "options": ["8.", "10.", "12.", "9."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "counting & existence", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 2081.854694, "attack_pct": 0.8694898025041952, "license": "CC-BY-4.0", "selection_order": 1554, "video": "videos/ffdff876bf64252cf614827d7d9fd9307e031ce3efc56b95df0be5e0884969d2.mp4", "video_id": "ffdff876bf64252cf614827d7d9fd9307e031ce3efc56b95df0be5e0884969d2"}
{"item_id": "S-EMBER_8307", "benchmark": "S-EMBER", "question": "How do I get back to the entrance I came through?", "options": ["Retrace your steps to the escalators, ride up to the upper landing, then follow the corridor straight ahead to the marked glass double doors.", "Turn left and walk straight, then turn right and walk straight again. Finally, turn left in front of the big display screen.", "Follow the red exit signs and walk straight back through the large glass doors beneath them, which is the same doorway you originally entered.", "Retrace your steps back along the same path you came from, following the sidewalk past the bakery and crossing the street at the crosswalk.", "Turn around and walk straight across the main hall toward the large glass doors opposite the escalators, which is the entrance you first used."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "spatial_aware_reasoning", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.166667, "attack_pct": 0.0780382728798244, "license": "CC-BY-NC-4.0", "selection_order": 1560, "video": "videos/73ce28f21d44ceda46508aa4afd2631fff2549a82e614b5b45638974d37791c5.mp4", "video_id": "73ce28f21d44ceda46508aa4afd2631fff2549a82e614b5b45638974d37791c5"}
{"item_id": "SiteBench-Video_1053", "benchmark": "SiteBench-Video", "question": "How many days a week does the actress in the video wear sunglasses?", "options": ["6.", "7.", "5.", "4."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "counting & existence", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 607.944853, "attack_pct": 0.7330982961146251, "license": "CC-BY-4.0", "selection_order": 1567, "video": "videos/cdd549adf37cdeb71df0318493f915df8924efb868ed3a402a24b9e2c74ffc58.mp4", "video_id": "cdd549adf37cdeb71df0318493f915df8924efb868ed3a402a24b9e2c74ffc58"}
{"item_id": "OVO-S-Bench_72", "benchmark": "OVO-S-Bench", "question": "(Question asked at 374.5 s into the video; 'current' refers to that moment.) In the current frame, what is the estimated vertical height of the camera from the ground plane?", "options": ["About 2 m", "About 1 m", "About 1.5 m", "About 2.5 m"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "1.1.4", "scene_type": "industrial_construction_manufacturing", "duration_group": "10-30min", "duration_s": 649.3, "attack_pct": 0.9434055118110236, "license": "unknown", "selection_order": 1574, "video": "videos/8fffeb68ffbc11e75c587ed28e8cc4d62eb8ece1c81bf2d0734d98f8cc85fec5.mp4", "video_id": "8fffeb68ffbc11e75c587ed28e8cc4d62eb8ece1c81bf2d0734d98f8cc85fec5"}
{"item_id": "TimeScope_159", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["elderberry, papaya, lemon", "strawberry, quince, honeydew", "cherry, kiwi, mango", "orange, mango, raspberry", "honeydew, lemon, cherry", "cherry, mango, tangerine"], "answer": "E", "answer_idx": 4, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 1800.0, "attack_pct": 0.6059361688395508, "license": "unknown", "selection_order": 1575, "video": "videos/f949ea37c8c3beb25960f99b9185fb73d109ab802d56e41de6f64eb8a70f77e0.mp4", "video_id": "f949ea37c8c3beb25960f99b9185fb73d109ab802d56e41de6f64eb8a70f77e0"}
{"item_id": "Video-MME-v2_2626", "benchmark": "Video-MME-v2", "question": "According to the bar chart, what is the trend of the top three from October 2024 to October 2025?", "options": ["Billie Eilish fell out of the top ten at the end of 2024 but miraculously returned to number one in October 2025.", "Drake maintained his position in the top three and finally overtook Taylor Swift to reclaim the number one spot in October 2025.", "Ed Sheeran's new album sales surged, securing a top-three spot by the beginning of 2025.", "Taylor Swift remained in number one, Justin Bieber rose from fourth to second, and Billie Eilish entered the top three.", "Bruno Mars surpassed Drake to become number three.", "Taylor Swift and Bruno Mars frequently swapped positions throughout the year, maintaining a close competition.", "Justin Bieber's sales continued to decline during this period, eventually falling out of the top ten by the end of 2025.", "Bruno Mars' ranking continued to soar, surpassing all artists to become the world's best-selling artist in October 2025."], "answer": "E", "answer_idx": 4, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "music_dance_performance", "duration_group": "10-30min", "duration_s": 1034.05424, "attack_pct": 0.454070930682845, "license": "MIT", "selection_order": 1581, "video": "videos/ec461347073d517f97bfea1ef594e4cb40d6a2f4bfac6f689f77f26612d8c448.mp4", "video_id": "ec461347073d517f97bfea1ef594e4cb40d6a2f4bfac6f689f77f26612d8c448"}
{"item_id": "ScaleLong_1692", "benchmark": "ScaleLong", "question": "How many trees did the man cut down before catching the birds?", "options": ["Nine", "Seven", "Ten", "Five"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "Video Event", "scene_type": "industrial_construction_manufacturing", "duration_group": ">30min", "duration_s": 3994.75, "attack_pct": 0.6543500709952239, "license": "unknown", "selection_order": 1582, "video": "videos/2824996b7a0b1ab54643407767cb5e9f7fbf15cdba4641181300332303418976.mp4", "video_id": "2824996b7a0b1ab54643407767cb5e9f7fbf15cdba4641181300332303418976"}
{"item_id": "SiteBench-Video_818", "benchmark": "SiteBench-Video", "question": "How many times are rocket part separations shown in the video?", "options": ["3.", "2.", "4.", "1."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "counting & existence", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 881.499138, "attack_pct": 0.697390925519556, "license": "CC-BY-4.0", "selection_order": 1588, "video": "videos/b4b40ad04c1214880653084653e6b13ac65509eae61f3d21b8b7d749a7b44ad9.mp4", "video_id": "b4b40ad04c1214880653084653e6b13ac65509eae61f3d21b8b7d749a7b44ad9"}
{"item_id": "S-EMBER_5689", "benchmark": "S-EMBER", "question": "What text was on the white curtain I saw after entering the gift shop?", "options": ["The text on the white curtain was \"DIY Creative Kits\".", "The text on the white curtain was \"NO ENTRY\".", "The text on the white curtain was \"EXIT\".", "The text on the white curtain was \"WELCOME\".", "The text on the white curtain was \"OPUS 40\"."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "visual_detail_recall", "scene_type": "other", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.3165902930166516, "license": "CC-BY-NC-4.0", "selection_order": 1595, "video": "videos/ed056dbcd6ae155cc7d018305df9c0c7de494a11c8f4d05979f6a29e310bffed.mp4", "video_id": "ed056dbcd6ae155cc7d018305df9c0c7de494a11c8f4d05979f6a29e310bffed"}
{"item_id": "SiteBench-Video_695", "benchmark": "SiteBench-Video", "question": "Based on the video, how many low-income individuals affected by housing issues were interviewed in total?", "options": ["5.", "4.", "7.", "6."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "counting & existence", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2602.376417, "attack_pct": 0.7843439395895185, "license": "CC-BY-4.0", "selection_order": 1596, "video": "videos/71d34426b365f1c47e2458bbb3df1fb97ec70d54d554e25f8d4335f11827b7b0.mp4", "video_id": "71d34426b365f1c47e2458bbb3df1fb97ec70d54d554e25f8d4335f11827b7b0"}
{"item_id": "Video-MME-v2_2999", "benchmark": "Video-MME-v2", "question": "What was the result of the duet between Tako and the man?", "options": ["Tako became very interested in the toy piano shown by the man and pressed against the tank wall to actively explore it.", "The man realized Tako's potential went beyond this and started designing a more complex underwater piano with more scales.", "Tako fulfilled the man's wish, and the man took it to the seaside in a foam box, releasing Tako as a reward.", "He consulted a biology PhD about how octopuses can learn through sound vibrations.", "Tako lost interest in the piano and began attacking the camera in the tank.", "He searched online for videos on how to train cats and chickens to play the piano, trying to find new inspiration.", "The man reached into the tank to feed Tako in order to develop deeper trust and coordination, training Tako to play.", "The man put Tako in a box, drove to the seaside, pretended to release it, but continued to take care of Tako."], "answer": "H", "answer_idx": 7, "n_options": 8, "chance": 0.125, "capability": "long_video", "task_class": "_none", "scene_type": "science_experiment_lab", "duration_group": "10-30min", "duration_s": 1094.960181, "attack_pct": 0.6443623338066349, "license": "MIT", "selection_order": 1602, "video": "videos/788667de99e802255d1c518c0f997898aae5e322e2e46fa27f1ae32ed49b0b48.mp4", "video_id": "788667de99e802255d1c518c0f997898aae5e322e2e46fa27f1ae32ed49b0b48"}
{"item_id": "HLV-1K_3649", "benchmark": "HLV-1K", "question": "Between 73.0 and 137.0 seconds, which individual is depicted moving away from the camera near a multi-level parking structure?", "options": ["A man in a light-colored floral shirt, red pants, a hat, and a backpack.", "A woman wearing a red dress under a black cardigan, holding a handbag.", "A woman with a red and gray backpack.", "A woman with a dark top and backpack."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "speed", "scene_type": "other", "duration_group": ">30min", "duration_s": 2415.386122, "attack_pct": 0.7777607460952627, "license": "MIT", "selection_order": 1603, "video": "videos/fb11a407a408755e67a4bea536f7a186f8759c7ca5a0f28329a63e88b8400d74.mp4", "video_id": "fb11a407a408755e67a4bea536f7a186f8759c7ca5a0f28329a63e88b8400d74"}
{"item_id": "TimeScope_2118", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words.\\n\\nQuestion: What is cooked in the video?", "options": ["tomato", "steak", "chicken", "onion", "pancake", "carrot"], "answer": "B", "answer_idx": 1, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "science_experiment_lab", "duration_group": ">30min", "duration_s": 3600.0, "attack_pct": 0.9413482638440688, "license": "unknown", "selection_order": 1610, "video": "videos/e173cfafbf9e46bee1f46f06497b177a3337be79c54d4945815869fcec04e7a1.mp4", "video_id": "e173cfafbf9e46bee1f46f06497b177a3337be79c54d4945815869fcec04e7a1"}
{"item_id": "S-EMBER_5198", "benchmark": "S-EMBER", "question": "How many people have walked in front of me going to the left so far?", "options": ["Seven people have walked in front of you heading to the left so far.", "So far, 14 people have walked in front of you to the left.", "So far, 15 people have walked in front of you going to the left.", "So far, three people have walked in front of you going to the left.", "So far, 11 people have walked in front of you going to the left."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "surveillance_security_anomaly", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.8481831676778108, "license": "CC-BY-NC-4.0", "selection_order": 1616, "video": "videos/aa15650bc76f238cc2b0d7649427dd0627a69121d5e9c1bb7c892cae7de28c5c.mp4", "video_id": "aa15650bc76f238cc2b0d7649427dd0627a69121d5e9c1bb7c892cae7de28c5c"}
{"item_id": "V2P-Bench_101", "benchmark": "V2P-Bench", "question": "What is the scoring method for the first goal of the player marked with the contour?", "options": ["Alley-oop", "Penalty shot", "Lay up", "Three-pointer"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "2", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 7186.56, "attack_pct": 0.4553617529366206, "license": "CC-BY-NC-4.0", "selection_order": 1617, "video": "videos/e89059e169617f0cc83d2816b0a70c3185b7a78cd5b8b89878a7dd8e687db434.mp4", "video_id": "e89059e169617f0cc83d2816b0a70c3185b7a78cd5b8b89878a7dd8e687db434"}
{"item_id": "S-EMBER_4216", "benchmark": "S-EMBER", "question": "How do I get to the basketball courts from where I am right now?", "options": ["Walk straight into the park and take the path on the right when it splits, continuing until you reach the fenced-in basketball courts.", "Head toward the enclosed area on your right, and follow the paved path forward until the basketball courts come into your view.", "Walk straight ahead on the path you are currently on, passing the building and the event area until you find the fenced-in basketball courts.", "Go through the park gate in front of you, walk straight to the plaza with purple tents, then turn left to reach the courts.", "Turn around and walk back to the intersection, take a left, and continue walking straight until you see the fenced-in basketball courts."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "egocentric", "task_class": "spatial_aware_reasoning", "scene_type": "traffic_driving_accidents", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.142482573899574, "license": "CC-BY-NC-4.0", "selection_order": 1623, "video": "videos/32411397503dd1ba7665667fb5918015043a2816719f0fd949dbaa08862fdd98.mp4", "video_id": "32411397503dd1ba7665667fb5918015043a2816719f0fd949dbaa08862fdd98"}
{"item_id": "VideoOdyssey_624", "benchmark": "VideoOdyssey", "question": "In a scene in the video, a girl wearing a blue top and a man wearing a red top are playing baseball in a neighborhood — why did the man fall down?", "options": ["He fell while stepping backward to catch the ball.", "He tripped over a dog.", "He was knocked down by a baseball.", "He tripped over a dog leash."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "V/Causal Reasoning", "scene_type": "surveillance_security_anomaly", "duration_group": ">30min", "duration_s": 6248.92, "attack_pct": 0.4174922550664773, "license": "CC-BY-NC-SA-4.0", "selection_order": 1624, "video": "videos/676960e2d85efd1eab96503d59c27ce0399c8261e897e4c95e5dd53a123df6c0.mp4", "video_id": "676960e2d85efd1eab96503d59c27ce0399c8261e897e4c95e5dd53a123df6c0"}
{"item_id": "StreamingBench_2670", "benchmark": "StreamingBench", "question": "What is depicted on the container behind the toy car?", "options": ["\"NEXT GEN\".", "\"Walmart - Save money. Live better.\".", "\"DIECAST RACING\".", "\"NEXT-GEN PISTON CUP\"."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Text-Rich Understanding", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 704.121905, "attack_pct": 0.5531899444946431, "license": "unknown", "selection_order": 1630, "video": "videos/9c53f5138b5e4b279a97b097578c9af0762488a2981f2a6ab2d635e3e2155bc5.mp4", "video_id": "9c53f5138b5e4b279a97b097578c9af0762488a2981f2a6ab2d635e3e2155bc5"}
{"item_id": "VideoOdyssey_1892", "benchmark": "VideoOdyssey", "question": "According to the video content, how many passengers boarded the vehicle at the first stop?", "options": ["1", "2", "3", "4"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "AV/Counting", "scene_type": "traffic_driving_accidents", "duration_group": ">30min", "duration_s": 3621.035828, "attack_pct": 0.5429279075771266, "license": "CC-BY-NC-SA-4.0", "selection_order": 1631, "video": "videos/5933706d0c23e48b6daac49e6e49875070159d8e537bdce36b3a66ffcbda3104.mp4", "video_id": "5933706d0c23e48b6daac49e6e49875070159d8e537bdce36b3a66ffcbda3104"}
{"item_id": "VSI-Super-Wild_3485", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] At the indicated moment in this clip, which direction is the camera/person moving? (forward = the direction the camera is facing)", "options": ["left", "right", "backward", "forward"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VMR", "scene_type": "aerial_drone_urban_navigation", "duration_group": "10-30min", "duration_s": 1084.747022, "attack_pct": 0.5591680650574415, "license": "unknown", "selection_order": 1637, "video": "videos/15b31f09dd51daca4384e7f9edd3d3401a72c4108b41fd3d3f676f43812a5b7e.mp4", "video_id": "15b31f09dd51daca4384e7f9edd3d3401a72c4108b41fd3d3f676f43812a5b7e"}
{"item_id": "V2P-Bench_130", "benchmark": "V2P-Bench", "question": "Who is the person marked by the rectangle?", "options": ["A engineer", "A worker", "A teacher", "A farmer"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "17", "scene_type": "video_games_software_ui", "duration_group": ">30min", "duration_s": 1872.103567, "attack_pct": 0.7584064799277139, "license": "CC-BY-NC-4.0", "selection_order": 1638, "video": "videos/f1ba8ed86f27049146f1b6d8338d1ed86ada7d1648305d6076e55acff8b10c4f.mp4", "video_id": "f1ba8ed86f27049146f1b6d8338d1ed86ada7d1648305d6076e55acff8b10c4f"}
{"item_id": "Video-MME_964", "benchmark": "Video-MME", "question": "What is the sequence of events in the video showing the following?\n(a) A rolling T-cell.\n(b) Human hair follicles ooze oil.\n(c) Plasma cell division.", "options": ["(b)(a)(c).", "(a)(b)(c).", "(b)(c)(a).", "(c)(a)(b)."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Temporal Reasoning", "scene_type": "ai_generated_synthetic", "duration_group": "10-30min", "duration_s": 844.022132, "attack_pct": 0.6543500709952239, "license": "unknown", "selection_order": 1644, "video": "videos/31d3d080f3d54744d8d91edfb26665b1169bc69be7e0c32b26671237e6348ad7.mp4", "video_id": "31d3d080f3d54744d8d91edfb26665b1169bc69be7e0c32b26671237e6348ad7"}
{"item_id": "ScaleLong_1284", "benchmark": "ScaleLong", "question": "After the seven bronze statues, what scene is shown in the Leyte section of the video?", "options": ["Historical museum", "Man-made pool", "Circular lake", "Beach"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Shot", "scene_type": "aerial_drone_urban_navigation", "duration_group": ">30min", "duration_s": 4042.68, "attack_pct": 0.7852717180844198, "license": "unknown", "selection_order": 1645, "video": "videos/8d8b3f09992fad1c74b4bc34304c86999bf8c7be331f9c09a81fc5d3cadc0409.mp4", "video_id": "8d8b3f09992fad1c74b4bc34304c86999bf8c7be331f9c09a81fc5d3cadc0409"}
{"item_id": "LongVideo-Reason-eval_446", "benchmark": "LongVideo-Reason-eval", "question": "Based on the video's narrative progression and character roles, which host is most likely associated with the \"Yellowfin\" crew's successful catch of the large silver fish shown at 05:10–05:20?", "options": ["Zak-CatchEm", "Peter Miller", "Both Zak-CatchEm and Peter Miller jointly", "Neither; the Yellowfin crew operates independently"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "plot", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 1030.617687, "attack_pct": 0.9549583709823156, "license": "Apache-2.0", "selection_order": 1651, "video": "videos/2da7e371f30b81690c1c1494917b90be539378df543c61f00899a3ea964286c1.mp4", "video_id": "2da7e371f30b81690c1c1494917b90be539378df543c61f00899a3ea964286c1"}
{"item_id": "Video-MME-v2_2756", "benchmark": "Video-MME-v2", "question": "Which ingredients are correct for the three beverages shown in the video?", "options": ["Cereal Milk Latte: cinnamon toast crunch, double espresso.", "Smoked Maple Latte: 20ml maple syrup, smoked flake sea salt, fresh rosemary, double espresso, ice cubes.", "Carmilla's Kiss: 2 oz espresso, 1 oz pineapple juice, 3/4 oz lemon juice, 1/2 oz honey, blackberries, basil leaves.", "Carmilla's Kiss: 2 oz cold brew coffee, 1 oz lemon juice, 3/4 oz pineapple juice, 1/2 oz honey, blackberries, basil leaves.", "Carmilla's Kiss: 2 oz cold brew coffee, 1 oz lemon juice, 3/4 oz pineapple juice, 1/2 oz honey, blackberries, rosemary.", "Smoked Maple Latte: 20ml maple syrup, table salt, fresh rosemary, double espresso, oat milk.", "Cereal Milk Latte: cinnamon toast crunch, whole milk.", "Smoked Maple Latte: 10ml maple syrup, flake sea salt, fresh rosemary, double espresso, ice cubes."], "answer": "F", "answer_idx": 5, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 911.963719, "attack_pct": 0.1893474893507164, "license": "MIT", "selection_order": 1658, "video": "videos/5480e8fffc99ade7384c718ab19ecf5cd4eb172777dc45853f96e6a59b8e652d.mp4", "video_id": "5480e8fffc99ade7384c718ab19ecf5cd4eb172777dc45853f96e6a59b8e652d"}
{"item_id": "ScaleLong_248", "benchmark": "ScaleLong", "question": "Where is the main habitat of orangutans?", "options": ["In the land.", "In the river.", "In the trees.", "In the cave."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Video Event", "scene_type": "animals_wildlife", "duration_group": ">30min", "duration_s": 3057.471083, "attack_pct": 0.7215131663869885, "license": "unknown", "selection_order": 1659, "video": "videos/a9c74abbd66fc76e4ba4e053df88c8be1ca89327e07523162a9c7e988cc81e05.mp4", "video_id": "a9c74abbd66fc76e4ba4e053df88c8be1ca89327e07523162a9c7e988cc81e05"}
{"item_id": "Video-MME_2492", "benchmark": "Video-MME", "question": "In the video, the main character delivers food to someone on Wednesday. What is the nature of their relationship?", "options": ["They are working partners.", "They are family members.", "They are friends.", "lt is unclear what their relationship is."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Object Reasoning", "scene_type": "cooking_food", "duration_group": ">30min", "duration_s": 1863.169161, "attack_pct": 0.2302342842390602, "license": "unknown", "selection_order": 1666, "video": "videos/e7fa7acc19615e003b13900109ff760eca441cba32f5ae1158fd6d52e7299dcc.mp4", "video_id": "e7fa7acc19615e003b13900109ff760eca441cba32f5ae1158fd6d52e7299dcc"}
{"item_id": "StreamingBench_1799", "benchmark": "StreamingBench", "question": "What colors are visible on the boxes stacked on the shelves right now?", "options": ["Green, yellow, black, and red.", "White, purple, orange, and silver.", "Red, blue, green, and white.", "Grey, pink, blue black, and gold."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "Attribute Perception", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 611.8592, "attack_pct": 0.4874870917774622, "license": "unknown", "selection_order": 1672, "video": "videos/efc472850d1d346798bc06aa86c43b008eb23eb31619b06e4a73c9fb2c0c797a.mp4", "video_id": "efc472850d1d346798bc06aa86c43b008eb23eb31619b06e4a73c9fb2c0c797a"}
{"item_id": "TimeScope_2546", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["quince, mango, cherry", "mango, mango, tangerine", "date, grape, mango", "lemon, cherry, kiwi", "date, tangerine, fig", "quince, strawberry, tangerine"], "answer": "A", "answer_idx": 0, "n_options": 6, "chance": 0.166667, "capability": "temporal", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 10800.0, "attack_pct": 0.6633858267716536, "license": "unknown", "selection_order": 1673, "video": "videos/e530e8b0db249b05f6ad3a3ee04d2c1a239058d9c4bb4b358d4d3361272b0637.mp4", "video_id": "e530e8b0db249b05f6ad3a3ee04d2c1a239058d9c4bb4b358d4d3361272b0637"}
{"item_id": "SLVMBench_1353", "benchmark": "SLVMBench", "question": "What to do next after trimming off the dry leaves?", "options": ["Let the plant dry in shade for several days to recover.", "Let the seedling rest in cool air for several hours to adapt.", "Let the branch root in moist soil for several weeks to grow.", "Let the bulb chill in a cool place for several weeks to bloom.", "Let the plant soak in water for several hours to recover."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "core", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 619.565, "attack_pct": 0.9627678456176584, "license": "Apache-2.0", "selection_order": 1679, "video": "videos/0994b86aaa71936b28ff91a38152f69e704a170d4d5002f6862cbf85bc1cc8a3.mp4", "video_id": "0994b86aaa71936b28ff91a38152f69e704a170d4d5002f6862cbf85bc1cc8a3"}
{"item_id": "OVO-S-Bench_1237", "benchmark": "OVO-S-Bench", "question": "(Question asked at 497.0 s into the video; 'current' refers to that moment.) Compared with the last time you passed through this scene, are there any additional objects when passing through it again? If so, what are the additional objects?", "options": ["No additional objects", "cup", "candle", "Pikachu"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "3.2.1", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 9021.0, "attack_pct": 0.4088356783270943, "license": "unknown", "selection_order": 1680, "video": "videos/4dd898feba1b7bf59ddfcf2ae4e86168e876008fde56ae2ca5ccc81cea273d4d.mp4", "video_id": "4dd898feba1b7bf59ddfcf2ae4e86168e876008fde56ae2ca5ccc81cea273d4d"}
{"item_id": "StreamingBench_783", "benchmark": "StreamingBench", "question": "Which MacBook model is shown with a geometric design on the screen right now?", "options": ["MacBook Air 15.", "MacBook Pro 14.", "MacBook Pro 16.", "MacBook Air 13."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Text-Rich Understanding", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 739.323356, "attack_pct": 0.6771330837743643, "license": "unknown", "selection_order": 1686, "video": "videos/16aba148bf1611a03e0861e55079130d9979970449be1d52292fe6c3dc261688.mp4", "video_id": "16aba148bf1611a03e0861e55079130d9979970449be1d52292fe6c3dc261688"}
{"item_id": "Video-MME_2560", "benchmark": "Video-MME", "question": "What food items are common in both the hero's breakfast and lunch?", "options": ["Milk.", "Chicken breast.", "Bread.", "Bacon."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Object Reasoning", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 1995.337143, "attack_pct": 0.4669952884987737, "license": "unknown", "selection_order": 1687, "video": "videos/0b8e82b63168f4a2235a5044a990b741a92ca11b15c98597801d74c07f845ead.mp4", "video_id": "0b8e82b63168f4a2235a5044a990b741a92ca11b15c98597801d74c07f845ead"}
{"item_id": "Video-MME-v2_895", "benchmark": "Video-MME-v2", "question": "When the screen shows two men sitting on a sofa with many Pringles cans in front of them, what is the narrator saying?", "options": ["And if you're in the UK, they aren't exactly crisps either.", "With over 160 flavors worldwide, there's a Pringle for every taste.", "Thanks for joining us on this incredible journey through the Pringles factory.", "Pringles offers its delectable snacks in five different canister sizes, catering to all sorts of appetites.", "No matter what you call them, Pringles and their inventors... changed the snack industry forever.", "As we can see despite being thin slightly potato flavored .", "After passing strict quality control tests... Pringles begin their journey to consumers.", "The iconic cylindrical cans ensure every Pringle stays fresh and unbroken until the very last crunch."], "answer": "F", "answer_idx": 5, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "industrial_construction_manufacturing", "duration_group": "10-30min", "duration_s": 748.936417, "attack_pct": 0.4548776945914548, "license": "MIT", "selection_order": 1693, "video": "videos/e8d1e084ca3ad68d30a2483ce39288b236fd8b500d23edefef5c7a5363be8434.mp4", "video_id": "e8d1e084ca3ad68d30a2483ce39288b236fd8b500d23edefef5c7a5363be8434"}
{"item_id": "V2P-Bench_1018", "benchmark": "V2P-Bench", "question": "In which order are the following steps introduced in this video?", "options": ["item labeled 1.", "item labeled 2.", "item labeled 3.", "item labeled 4.\nA: (b)(c)(a)(d).\nB: (a)(b)(c)(d).\nC: (a)(c)(b)(d).\nD: (b)(d)(a)(c)."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "5", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 2326.407256, "attack_pct": 0.6671856847812057, "license": "CC-BY-NC-4.0", "selection_order": 1694, "video": "videos/4289915a53f1d34e52c682e4d1cd4da6124ad3202e09488ffffeafc2a69d6ae8.mp4", "video_id": "4289915a53f1d34e52c682e4d1cd4da6124ad3202e09488ffffeafc2a69d6ae8"}
{"item_id": "VideoEval-Pro_286", "benchmark": "VideoEval-Pro", "question": "From which performance is the opening of this video taken?", "options": ["The first.", "The second.", "The third.", "The fourth."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "_none", "scene_type": "music_dance_performance", "duration_group": "10-30min", "duration_s": 622.782404, "attack_pct": 0.8691993674970957, "license": "unknown", "selection_order": 1700, "video": "videos/c53fdab711753e672ac1974af2570c84c8441e7b38c94a0ec3c2b4771cf4664a.mp4", "video_id": "c53fdab711753e672ac1974af2570c84c8441e7b38c94a0ec3c2b4771cf4664a"}
{"item_id": "HLV-1K_2315", "benchmark": "HLV-1K", "question": "How does the focus of the workshop setting change from the beginning to the end of the video events between 84.0 to 150.0 seconds and H to e seconds?", "options": ["From a cluttered workspace to a person holding a large sword.", "From a person using equipment to a detailed view of a sanding machine.", "From a detailed view of a sanding machine to a person gesturing near a mechanical belt.", "From a person holding a large sword to a cluttered workspace."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "attribute-change", "scene_type": "industrial_construction_manufacturing", "duration_group": ">30min", "duration_s": 2220.988662, "attack_pct": 0.8758955079385569, "license": "MIT", "selection_order": 1701, "video": "videos/ee0bec00b8d12bcbd21a1f7c165fad703b30b803253d4f17f44e086b042b6f65.mp4", "video_id": "ee0bec00b8d12bcbd21a1f7c165fad703b30b803253d4f17f44e086b042b6f65"}
{"item_id": "StreamingBench_69", "benchmark": "StreamingBench", "question": "Please describe the scene that just occurred in the video.", "options": ["A man explains, 'Then I just want to separate the fleshy bit from the actual strong back of these leaves.', while breaking palm leaves with both hands.", "A man sticks a knife in a tree and puts the torn palm leaves in his mouth to weave them, he explains: 'And I just take the strands of this, put it in my mouth and then start to weave it.'.", "The man ties the woven palm fronds to the wood explains, 'And now to attach it what I've done down this end I've put a simple bowling loop onto it there.'.", "The man puts the palm fronds to his mouth to weave as the narrator says: 'Weaving the strands together, increases their strength and durability.'."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Scene Understanding", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 646.861497, "attack_pct": 0.7462566154640506, "license": "unknown", "selection_order": 1707, "video": "videos/8c513b21d91698a1069c68435c05429ce5c8406a3241d26321e9958aee754197.mp4", "video_id": "8c513b21d91698a1069c68435c05429ce5c8406a3241d26321e9958aee754197"}
{"item_id": "S-EMBER_2248", "benchmark": "S-EMBER", "question": "What happened immediately after I took my phone out to record for the first time?", "options": ["The phone fell from your hand while you tried to simultaneously hold a map.", "You walked down a narrow, ascending pathway that was flanked by tall stone walls.", "You pointed the phone at the rock wall and started recording the surrounding landscape.", "The woman you were filming adjusted her hair and walked away, looking back periodically.", "You grabbed a folded map or brochure and held it up alongside the phone."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "egocentric", "task_class": "sequential_action", "scene_type": "other", "duration_group": "10-30min", "duration_s": 600.416667, "attack_pct": 0.3232702981799406, "license": "CC-BY-NC-4.0", "selection_order": 1714, "video": "videos/11ead0d2bd0052d6b117ff818fe708b373a8d25ef6c1a9bbc75bfff9a27179c4.mp4", "video_id": "11ead0d2bd0052d6b117ff818fe708b373a8d25ef6c1a9bbc75bfff9a27179c4"}
{"item_id": "TimeScope_2596", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["tangerine, strawberry, lemon", "fig, banana, kiwi", "date, raspberry, strawberry", "strawberry, strawberry, fig", "raspberry, date, cherry", "fig, raspberry, raspberry"], "answer": "D", "answer_idx": 3, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 7200.0, "attack_pct": 0.8645524073835033, "license": "unknown", "selection_order": 1715, "video": "videos/ed63a041c77089d2b26efdc1153d1ee2932f89a12764b9c0bc38bdefe0241aba.mp4", "video_id": "ed63a041c77089d2b26efdc1153d1ee2932f89a12764b9c0bc38bdefe0241aba"}
{"item_id": "SciVideoBench_61", "benchmark": "SciVideoBench", "question": "What key difference characterizes the current delivery profile when the 'sham' button is activated, as described at 09:34, compared to active stimulation?", "options": ["Increasing current throughout versus constant current", "Constant low-level current versus fluctuating current", "Continuous ramp-up without ramp-down", "Sustained current versus brief current pulses", "Short pulses interspersed with rest periods versus continuous delivery", "No current delivery versus intermittent pulses", "Pulses delivered only at session end versus continuous pulses", "Current delivered only in the first minute versus last minute", "Brief current pulses versus sustained current", "Rapid current fluctuations versus steady current level"], "answer": "I", "answer_idx": 8, "n_options": 10, "chance": 0.1, "capability": "grounding", "task_class": "Biology", "scene_type": "science_experiment_lab", "duration_group": "10-30min", "duration_s": 714.261333, "attack_pct": 0.998192848844714, "license": "custom", "selection_order": 1721, "video": "videos/95c9049051a8e9804bb144a80485a204f8ceb39d88c596e7794ad94a862c1611.mp4", "video_id": "95c9049051a8e9804bb144a80485a204f8ceb39d88c596e7794ad94a862c1611"}
{"item_id": "HourVideo_915", "benchmark": "HourVideo", "question": "After the camera wearer uses a grease spray on the lever clamp, _________ happens before they lubricate the lever shifter with an oil gun nozzle.", "options": ["Fastening rod clamp", "Painting the lever clamp with a brush", "Adjusting the shifter lever", "Filing the rear brake of the bicycle", "Tightening the lever clamps"], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "perception/information_retrieval/sequence_recall", "scene_type": "other", "duration_group": ">30min", "duration_s": 1966.166667, "attack_pct": 0.3232702981799406, "license": "Apache-2.0", "selection_order": 1722, "video": "videos/5abd399106e15f7d65a30b86f40dbb98ace3ca876e0820d4795bf8364d4e1739.mp4", "video_id": "5abd399106e15f7d65a30b86f40dbb98ace3ca876e0820d4795bf8364d4e1739"}
{"item_id": "Video-MME_1389", "benchmark": "Video-MME", "question": "In the introductions of the athletes at the beginning of the video, what is the sequence of the French athlete, the American athlete, and the South African athlete?", "options": ["The American athlete, the South African athlete, the French athlete.", "The French athlete, the American athlete, the South African athlete.", "The American athlete, the French athlete, the South African athlete.", "The South African athlete, the French athlete, the American athlete."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Temporal Reasoning", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 623.014603, "attack_pct": 0.4187992125984252, "license": "unknown", "selection_order": 1728, "video": "videos/1808f07aace3ea7a4d1981ea63297aec0ec756d8307e7afec15d21486bd39e3d.mp4", "video_id": "1808f07aace3ea7a4d1981ea63297aec0ec756d8307e7afec15d21486bd39e3d"}
{"item_id": "LongTimeScope_393", "benchmark": "LongTimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words.\\n\\nQuestion: How meny times does a man swing an axe to cut a wooden log?", "options": ["once", "two times", "three times", "four times", "five times", "six times"], "answer": "D", "answer_idx": 3, "n_options": 6, "chance": 0.166667, "capability": "temporal", "task_class": "_none", "scene_type": "science_experiment_lab", "duration_group": ">30min", "duration_s": 28800.0, "attack_pct": 0.6549390086485091, "license": "unknown", "selection_order": 1729, "video": "videos/ba0f5c5609a9fe24dd19ccc57f31c0074e7967f202b5b7ef2b665bdc229394f3.mp4", "video_id": "ba0f5c5609a9fe24dd19ccc57f31c0074e7967f202b5b7ef2b665bdc229394f3"}
{"item_id": "S-EMBER_2812", "benchmark": "S-EMBER", "question": "Which subway trains are listed with an arrow pointing left behind my friend?", "options": ["4, 5, 6, 7, and 8", "1, 2, 3, 9, A, C, and E", "4, 5, 6, 7, and S", "4, 5, 6, and 7", "4, 5, and 6"], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "visual_detail_recall", "scene_type": "surveillance_security_anomaly", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.9093520072286048, "license": "CC-BY-NC-4.0", "selection_order": 1735, "video": "videos/aa15650bc76f238cc2b0d7649427dd0627a69121d5e9c1bb7c892cae7de28c5c.mp4", "video_id": "aa15650bc76f238cc2b0d7649427dd0627a69121d5e9c1bb7c892cae7de28c5c"}
{"item_id": "VCR-Bench_105", "benchmark": "VCR-Bench", "question": "At what time does the second match in the video approximately start?", "options": ["0:00", "1:28", "10:54", "30:22"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Temporal grounding", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 2289.394649, "attack_pct": 0.7880550535691235, "license": "unknown", "selection_order": 1736, "video": "videos/6d175475e827da6c4e052e95ed13e2d90e35a5b9759ca81662a416b3de8b3f10.mp4", "video_id": "6d175475e827da6c4e052e95ed13e2d90e35a5b9759ca81662a416b3de8b3f10"}
{"item_id": "StreamingBench_2198", "benchmark": "StreamingBench", "question": "What is the primary color of the traffic signs on the lamp posts right now?", "options": ["Blue.", "Green.", "White.", "Red."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Attribute Perception", "scene_type": "traffic_driving_accidents", "duration_group": "10-30min", "duration_s": 611.973667, "attack_pct": 0.489689557247967, "license": "unknown", "selection_order": 1742, "video": "videos/3a2c0cdec6978bff6ffae09d54121255f0c6316be1b21a259923a7d27dae348f.mp4", "video_id": "3a2c0cdec6978bff6ffae09d54121255f0c6316be1b21a259923a7d27dae348f"}
{"item_id": "OVO-S-Bench_1594", "benchmark": "OVO-S-Bench", "question": "(Question asked at 229.5 s into the video; 'current' refers to that moment.) Assuming the initial direction of travel in the video is north, what is the orientation of Area A relative to Area B?", "options": ["northeast", "southwest", "northwest", "southeast"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "4.1", "scene_type": "traffic_driving_accidents", "duration_group": ">30min", "duration_s": 4144.233333, "attack_pct": 0.7839889634697302, "license": "unknown", "selection_order": 1743, "video": "videos/e5c73eab6ee0164f851e62be36cf179aee2bea033b12871e767e600f9c0c0d45.mp4", "video_id": "e5c73eab6ee0164f851e62be36cf179aee2bea033b12871e767e600f9c0c0d45"}
{"item_id": "V2P-Bench_925", "benchmark": "V2P-Bench", "question": "How many times does the players in the blue ellipse die?", "options": ["5.", "6.", "7.", "8."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "6", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 673.912744, "attack_pct": 0.8697963727894669, "license": "CC-BY-NC-4.0", "selection_order": 1749, "video": "videos/440e1587a3da79f9d15985b35c1980691433259b0a0f608fd48e95491b96d23d.mp4", "video_id": "440e1587a3da79f9d15985b35c1980691433259b0a0f608fd48e95491b96d23d"}
{"item_id": "StreamingBench_2334", "benchmark": "StreamingBench", "question": "What color is the body of water visible right now?", "options": ["Green.", "Blue.", "Brown.", "Red."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Attribute Perception", "scene_type": "aerial_drone_urban_navigation", "duration_group": "10-30min", "duration_s": 755.391565, "attack_pct": 0.8934587582289919, "license": "unknown", "selection_order": 1756, "video": "videos/63b831eec282048aaf124504eb5891ec62019b6ade1a9f3788d6fb75afd3f117.mp4", "video_id": "63b831eec282048aaf124504eb5891ec62019b6ade1a9f3788d6fb75afd3f117"}
{"item_id": "VSI-Super-Wild_3109", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] At the indicated moment in this clip, which direction is the camera/person moving? (forward = the direction the camera is facing)", "options": ["backward", "left", "forward", "right"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VMR", "scene_type": "aerial_drone_urban_navigation", "duration_group": ">30min", "duration_s": 2900.56, "attack_pct": 0.5648638182522266, "license": "unknown", "selection_order": 1757, "video": "videos/f6e18bcb7b015dbf2cc05f07dc1aa9bdce42d7573eec16952af367f6e3a2e38c.mp4", "video_id": "f6e18bcb7b015dbf2cc05f07dc1aa9bdce42d7573eec16952af367f6e3a2e38c"}
{"item_id": "Video-MME-v2_1702", "benchmark": "Video-MME-v2", "question": "Which vehicle did the commentator confidently declare, \"I have a feeling this one will make it to the finish line,\" only for the footage to show it completely wrecked on the fifth level?", "options": ["Blue shark monster truck.", "Orange Ferrari concept car.", "Red futuristic concept car.", "Red stretched Lincoln McQueen.", "Red vehicle with only wheels and seats.", "Black Mercedes-Benz G-Class.", "Yellow monster truck with fists.", "Blue Ford Mustang."], "answer": "H", "answer_idx": 7, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "ai_generated_synthetic", "duration_group": "10-30min", "duration_s": 1233.81551, "attack_pct": 0.429835742868207, "license": "MIT", "selection_order": 1763, "video": "videos/5d90c7a66dd9f41a1fd7cdcb9dc68d7be20c90f67407e71e3f4280f19acf90dd.mp4", "video_id": "5d90c7a66dd9f41a1fd7cdcb9dc68d7be20c90f67407e71e3f4280f19acf90dd"}
{"item_id": "Video-MME_2075", "benchmark": "Video-MME", "question": "In accordance with the video footage, what does the story entail?", "options": ["People's computers are intruded by viruses.", "Computer virus protection.", "Stickmen with Gongfu performance.", "Fight with virus maker."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Information Synopsis", "scene_type": "ai_generated_synthetic", "duration_group": ">30min", "duration_s": 1841.946122, "attack_pct": 0.5591680650574415, "license": "unknown", "selection_order": 1764, "video": "videos/9e6eb5b0b58b2ef8136886198accef8fbbe5de778546bfca78bb8232737de0e3.mp4", "video_id": "9e6eb5b0b58b2ef8136886198accef8fbbe5de778546bfca78bb8232737de0e3"}
{"item_id": "MLVU_2082", "benchmark": "MLVU", "question": "Arrange the following events from the video in the correct chronological order: (1)The man in red cap stands outside a barbershop talking; (2)The man pretends to be asleep during his haircut; (3)The man points out the cameras and explains it to the barber; (4)The man appears to fall out of the chair.\n(A) 3->2->1->4\n(B) 1->3->2->4\n(C) 2->1->3->4\n(D) 1->2->4->3\n", "options": ["3->2->1->4", "1->3->2->4", "2->1->3->4", "1->2->4->3"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "order", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 673.640307, "attack_pct": 0.8675132309281012, "license": "CC-BY-NC-SA-4.0", "selection_order": 1770, "video": "videos/ca85eca935086d2d1441809ef3359066de35f15ec523bd9f2ac9cfab2733b9fe.mp4", "video_id": "ca85eca935086d2d1441809ef3359066de35f15ec523bd9f2ac9cfab2733b9fe"}
{"item_id": "V2P-Bench_997", "benchmark": "V2P-Bench", "question": "Why do the man labeled 1 and the woman labeled 2 sit there?", "options": ["They are resting.", "They were playing with the dogs.", "We don't know.", "They are being photographed."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "1", "scene_type": "animals_wildlife", "duration_group": ">30min", "duration_s": 2370.850249, "attack_pct": 0.5457031754227443, "license": "CC-BY-NC-4.0", "selection_order": 1771, "video": "videos/ea92009cd9096fa305c57c763e9cbb82e579a91c825c13161acaf08d894aa8c3.mp4", "video_id": "ea92009cd9096fa305c57c763e9cbb82e579a91c825c13161acaf08d894aa8c3"}
{"item_id": "LongVideoBench_699", "benchmark": "LongVideoBench", "question": "A white Pekingese dog is lying on a white cushion on the sofa. The dog is wearing a pearl necklace around its neck. There is a plaid pillow on the sofa. In the bottom left corner of the screen, there is an upper body image of a man wearing a white coat. When the subtitle 'It was just a small amount' appears, what does the sofa look like?", "options": ["Olive-colored artificial leather sofa", "Red artificial leather sofa", "Red wooden sofa", "Black artificial leather sofa", "Olive-colored wooden sofa"], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "T2A", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 1196.833333, "attack_pct": 0.6654753452949529, "license": "CC-BY-NC-SA-4.0", "selection_order": 1777, "video": "videos/8bba3f22948b2473698e33b147a6b2dc13bb9a51d617ca486c6672bff41840ff.mp4", "video_id": "8bba3f22948b2473698e33b147a6b2dc13bb9a51d617ca486c6672bff41840ff"}
{"item_id": "VideoEval-Pro_629", "benchmark": "VideoEval-Pro", "question": "In the video, how many people are having breakfast with the American man? (Excluding himself)", "options": ["2", "6", "8", "4"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "_none", "scene_type": "cooking_food", "duration_group": ">30min", "duration_s": 5190.031383, "attack_pct": 0.697390925519556, "license": "unknown", "selection_order": 1778, "video": "videos/3adefcad70dbdb73f2ed1224e442f0cc746035a867f6ae9675b382e7a8a5be7a.mp4", "video_id": "3adefcad70dbdb73f2ed1224e442f0cc746035a867f6ae9675b382e7a8a5be7a"}
{"item_id": "Video-MME_1771", "benchmark": "Video-MME", "question": "Which planet does the boy spend the most time visiting?", "options": ["Jupiter.", "Mars.", "Venus.", "Earth."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "long_video", "task_class": "Temporal Perception", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 686.637279, "attack_pct": 0.4530221376016523, "license": "unknown", "selection_order": 1784, "video": "videos/937b7e791fc08b8629d3e9494d0946ad396660b9c24168c07069f209c30788b2.mp4", "video_id": "937b7e791fc08b8629d3e9494d0946ad396660b9c24168c07069f209c30788b2"}
{"item_id": "V2P-Bench_127", "benchmark": "V2P-Bench", "question": "What did the person inside the rectangle do after the end of the first promotional video?", "options": ["He waved and walked off the stage", "He walked off the stage", "He walked onto the stage while waving", "He bowed to the audience"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "17", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 7207.207207, "attack_pct": 0.5799422357041435, "license": "CC-BY-NC-4.0", "selection_order": 1785, "video": "videos/dac21512b93f3840f6923100ff58695372fc1248d240e268e14f71bd9716582d.mp4", "video_id": "dac21512b93f3840f6923100ff58695372fc1248d240e268e14f71bd9716582d"}
{"item_id": "VCR-Bench_627", "benchmark": "VCR-Bench", "question": "In the video, after the title of the painting \"Saturn Devouring His Son\" completely disappears, how many title cards with the year \"1819-1823\" are displayed before a painting with a different year appears on the first title card?", "options": ["0", "1", "3", "2"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "Video Temporal Counting", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 1013.445767, "attack_pct": 0.744062217632632, "license": "unknown", "selection_order": 1791, "video": "videos/32868d423765c807ffed1f8d9f38a9389b5cd884e842a2ef58423b6336eebdcf.mp4", "video_id": "32868d423765c807ffed1f8d9f38a9389b5cd884e842a2ef58423b6336eebdcf"}
{"item_id": "StreamingBench_1781", "benchmark": "StreamingBench", "question": "What was on the left side of the street now?", "options": ["A series of tall trees.", "A brick building with large windows.", "A wooden fence.", "A row of parked cars."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "Spatial Understanding", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1060.223129, "attack_pct": 0.5078659481089454, "license": "unknown", "selection_order": 1798, "video": "videos/af5580d4de1efe55925a6106e0eeff23eee0fa6d39e05d021b5bab21f10bebc3.mp4", "video_id": "af5580d4de1efe55925a6106e0eeff23eee0fa6d39e05d021b5bab21f10bebc3"}
{"item_id": "VideoEval-Pro_519", "benchmark": "VideoEval-Pro", "question": "How is the weather after the vlogger walking out of the church?", "options": ["Windy", "Rainy", "Cloudy", "Sunny"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "_none", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 3445.098231, "attack_pct": 0.8017054989028011, "license": "unknown", "selection_order": 1799, "video": "videos/e45bc47812dab172ea3b7791ca7cacc0c965d47cdc4b516064e0763395b1b8c8.mp4", "video_id": "e45bc47812dab172ea3b7791ca7cacc0c965d47cdc4b516064e0763395b1b8c8"}
{"item_id": "TimeScope_2795", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["tangerine, grape, strawberry", "grape, mango, tangerine", "date, grape, mango", "lemon, strawberry, kiwi", "date, tangerine, fig", "tangerine, strawberry, tangerine"], "answer": "A", "answer_idx": 0, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.9177584871563186, "license": "unknown", "selection_order": 1805, "video": "videos/231f49bfa3b057a3f41ba28304f6b9afdcc0322f68fbf5ed6216f9713b807cf1.mp4", "video_id": "231f49bfa3b057a3f41ba28304f6b9afdcc0322f68fbf5ed6216f9713b807cf1"}
{"item_id": "OVO-S-Bench_81", "benchmark": "OVO-S-Bench", "question": "(Question asked at 929.8 s into the video; 'current' refers to that moment.) In the current frame, what is the approximate vertical height of the camera above the ground plane?", "options": ["About 3 m", "About 2 m", "About 4 m", "About 5 m"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "1.1.4", "scene_type": "industrial_construction_manufacturing", "duration_group": "10-30min", "duration_s": 1102.9, "attack_pct": 0.944583387117594, "license": "unknown", "selection_order": 1812, "video": "videos/ea230608386e2be19edcf4e5958bfe12b4591101c517ceac857e49bd7bc7dffe.mp4", "video_id": "ea230608386e2be19edcf4e5958bfe12b4591101c517ceac857e49bd7bc7dffe"}
{"item_id": "HourVideo_359", "benchmark": "HourVideo", "question": "At the Construction Site, which is nearer to the Wood Cutting Machine: the Traffic Cone or the Hammer?", "options": ["The Traffic Cone is nearer to the Wood Cutting Machine than the Hammer", "There is no traffic cone", "The Hammer is nearer to the Wood Cutting Machine than the Traffic Cone", "They are both equally close", "There is no hammer"], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "reasoning/spatial/proximity", "scene_type": "industrial_construction_manufacturing", "duration_group": ">30min", "duration_s": 1850.766667, "attack_pct": 0.1091551568349038, "license": "Apache-2.0", "selection_order": 1813, "video": "videos/a75c3aea33daa3e062207de9f62aae86b1a13000c0a66acf1031b57641cbedca.mp4", "video_id": "a75c3aea33daa3e062207de9f62aae86b1a13000c0a66acf1031b57641cbedca"}
{"item_id": "VideoEval-Pro_854", "benchmark": "VideoEval-Pro", "question": "What is written on the blackboard with chalk itself, but no one is around?", "options": ["Apple", "Sofa", "Keys", "Note"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "_none", "scene_type": "music_dance_performance", "duration_group": ">30min", "duration_s": 4388.362449, "attack_pct": 0.8033109590809345, "license": "unknown", "selection_order": 1820, "video": "videos/118eaa10752feb7c1e432f7a1d79ae2871221cda9dbd997cb8b294fe9e19bf37.mp4", "video_id": "118eaa10752feb7c1e432f7a1d79ae2871221cda9dbd997cb8b294fe9e19bf37"}
{"item_id": "TimeScope_253", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["quince, kiwi, apple", "honeydew, papaya, watermelon", "quince, lemon, tangerine", "honeydew, honeydew, quince", "tangerine, papaya, honeydew", "fig, fig, tangerine"], "answer": "E", "answer_idx": 4, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.7513876339228088, "license": "unknown", "selection_order": 1826, "video": "videos/eed7e350db08c353e3255b3af93b0742e8dd038c80f124bc7c4b594f5f29d3e9.mp4", "video_id": "eed7e350db08c353e3255b3af93b0742e8dd038c80f124bc7c4b594f5f29d3e9"}
{"item_id": "V2P-Bench_42", "benchmark": "V2P-Bench", "question": "What color of clothes does the man pointed to by the arrow wear on the first day?", "options": ["Black", "Pink", "Yellow", "Green"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "1", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 1844.801292, "attack_pct": 0.4637036917516458, "license": "CC-BY-NC-4.0", "selection_order": 1827, "video": "videos/a16e86eeaba0105b23d3d7708c3d626900aa6f3545f7cd6f1eb64cc86249438f.mp4", "video_id": "a16e86eeaba0105b23d3d7708c3d626900aa6f3545f7cd6f1eb64cc86249438f"}
{"item_id": "S-EMBER_2429", "benchmark": "S-EMBER", "question": "How many strollers have passed so far?", "options": ["Four strollers have passed so far.", "One stroller has passed so far.", "Two strollers have passed so far.", "Three strollers have passed so far.", "Five strollers have passed so far."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "other", "duration_group": "10-30min", "duration_s": 600.25, "attack_pct": 0.330063250290435, "license": "CC-BY-NC-4.0", "selection_order": 1833, "video": "videos/25796c05fd84aa5989fbe8b5b328fd1a69bbb7799aa4564a9c8b58a4320579fe.mp4", "video_id": "25796c05fd84aa5989fbe8b5b328fd1a69bbb7799aa4564a9c8b58a4320579fe"}
{"item_id": "OVO-S-Bench_660", "benchmark": "OVO-S-Bench", "question": "(Question asked at 369.7 s into the video; 'current' refers to that moment.) At the current moment, where is the mountain located relative to the camera, outside the current view?", "options": ["Out of view in front of the camera / beyond the current view", "Out of view behind the camera", "Out of view to the left", "Out of view to the right"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "2.2.1", "scene_type": "other", "duration_group": ">30min", "duration_s": 2504.550748, "attack_pct": 0.257672324770879, "license": "unknown", "selection_order": 1834, "video": "videos/624f13290c1edc5a2398b3909a99c136e78f4e37315d5dfdf6c521f2ac5e68ef.mp4", "video_id": "624f13290c1edc5a2398b3909a99c136e78f4e37315d5dfdf6c521f2ac5e68ef"}
{"item_id": "Video-MME-v2_2337", "benchmark": "Video-MME-v2", "question": "In the second experiment, how do the physical properties of the mixture change when the host starts stirring?", "options": ["The mixture solidified layer by layer from the bottom of the bowl upwards, forming a hard shell, while the liquid at the top remained fluid at the end of the experiment.", "The mixture heats rapidly upon contact, producing numerous visible bubbles accompanied by a hissing sound, before solidifying into a viscous substance upon cooling.", "The mixture remains liquid for about 5 seconds after stirring before suddenly solidifying into a firm, elastic solid, with a noticeable delay.", "The mixture initially becomes thinner and more transparent, changing from pink to white, before slowly thickening with continued stirring.", "Only the portion in contact with the spoon solidifies; most of the liquid remains unchanged, requiring repeated scooping and pouring to thicken the mixture.", "The color of the mixture initially changes from pink to deep purple, then stabilizes at its initial pink as viscosity increases.", "The mixture begins to solidify almost instantly, rapidly transforming from a liquid into a viscous, semi-solid gel.", "A large amount of pink granular precipitate forms in the mixture, separating from the original transparent liquid to form a solid-liquid suspension."], "answer": "E", "answer_idx": 4, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "science_experiment_lab", "duration_group": "10-30min", "duration_s": 734.790748, "attack_pct": 0.68783077320253, "license": "MIT", "selection_order": 1840, "video": "videos/86df1feef8eadf90442a158c7e59f0a95b70de14ee875a822bb31f9be6d3156d.mp4", "video_id": "86df1feef8eadf90442a158c7e59f0a95b70de14ee875a822bb31f9be6d3156d"}
{"item_id": "TimeScope_2145", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words.\\n\\nQuestion: What is cooked in the video?", "options": ["tomato", "steak", "chicken", "onion", "pancake", "carrot"], "answer": "B", "answer_idx": 1, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "science_experiment_lab", "duration_group": ">30min", "duration_s": 3600.0, "attack_pct": 0.9549099651477992, "license": "unknown", "selection_order": 1841, "video": "videos/b1085deee6c2d98e3e78f08bc917d00a8c61d918cdba1aea3c36aa8b1bcbd4ba.mp4", "video_id": "b1085deee6c2d98e3e78f08bc917d00a8c61d918cdba1aea3c36aa8b1bcbd4ba"}
{"item_id": "Video-MME-v2_1505", "benchmark": "Video-MME-v2", "question": "In exercise 2, slowly lift one leg until it is straight and parallel to the ground. Why is it important to pause briefly before lowering the leg, rather than lowering it immediately?", "options": ["Because it allows for the sensation of force generation at this point.", "Because it is necessary to turn the sole of the foot perpendicular to the ground.", "Because it more effectively stimulates muscle fibers, promoting strength gains.", "Because it ensures all muscles remain engaged throughout the movement.", "Because it increases the muscle's \"time under tension,\" providing deeper stimulation.", "Because it maintains control during the eccentric phase.", "Because during the pause, attention can be fully focused on the thigh muscles exerting force.", "Because inertia must be overcome to ensure muscle work."], "answer": "B", "answer_idx": 1, "n_options": 8, "chance": 0.125, "capability": "spatial", "task_class": "_none", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 971.197823, "attack_pct": 0.2983977668775009, "license": "MIT", "selection_order": 1847, "video": "videos/a5e494f9fddab52b60fabe8ddbcb052a4664bd1787e7c4aa4ca5fad16d3edfa1.mp4", "video_id": "a5e494f9fddab52b60fabe8ddbcb052a4664bd1787e7c4aa4ca5fad16d3edfa1"}
{"item_id": "VSI-Super-Wild_1307", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] Here are 4 frames captured at different moments in the video. Each frame is shown from a slightly rotated viewpoint (30-60 degrees). Choose the option listing the frames by capture time, from first to last.", "options": ["Frame 4 → Frame 2 → Frame 3 → Frame 1", "Frame 2 → Frame 1 → Frame 4 → Frame 3", "Frame 1 → Frame 3 → Frame 4 → Frame 2", "Frame 4 → Frame 3 → Frame 2 → Frame 1"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VPO", "scene_type": "traffic_driving_accidents", "duration_group": "10-30min", "duration_s": 1540.935956, "attack_pct": 0.6890005808700141, "license": "unknown", "selection_order": 1854, "video": "videos/b776d9ade9c6250c1693205dce73dc9b4bb3332eb9c0bce61dc261dc438ba9ed.mp4", "video_id": "b776d9ade9c6250c1693205dce73dc9b4bb3332eb9c0bce61dc261dc438ba9ed"}
{"item_id": "VSI-Super-Wild_1370", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] Here are 4 frames captured at different moments in the video. Each frame is shown from a slightly rotated viewpoint (30-60 degrees). Choose the option listing the frames by capture time, from first to last.", "options": ["Frame 4 → Frame 2 → Frame 3 → Frame 1", "Frame 2 → Frame 4 → Frame 3 → Frame 1", "Frame 4 → Frame 3 → Frame 2 → Frame 1", "Frame 4 → Frame 2 → Frame 1 → Frame 3"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VPO", "scene_type": "traffic_driving_accidents", "duration_group": ">30min", "duration_s": 2383.612333, "attack_pct": 0.4816299858009552, "license": "unknown", "selection_order": 1855, "video": "videos/f2b6c1cf3dd428a8e065f11431b4123505ce7b0caeb3ba039df0e59d4a9af1b2.mp4", "video_id": "f2b6c1cf3dd428a8e065f11431b4123505ce7b0caeb3ba039df0e59d4a9af1b2"}
{"item_id": "Video-MME_2216", "benchmark": "Video-MME", "question": "Which cost of card has the fewest number?", "options": ["2.", "3.", "5.", "6."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Object Recognition", "scene_type": "video_games_software_ui", "duration_group": ">30min", "duration_s": 1989.741134, "attack_pct": 0.4240028398089583, "license": "unknown", "selection_order": 1862, "video": "videos/c0542b0664898bc2d8b54068b78024c19ee582767a21fbb060290403a6d98d94.mp4", "video_id": "c0542b0664898bc2d8b54068b78024c19ee582767a21fbb060290403a6d98d94"}
{"item_id": "VSI-Super-Wild_2617", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] At the indicated moment in this clip, which direction is the camera/person moving? (forward = the direction the camera is facing)", "options": ["forward", "right", "backward", "left"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VMR", "scene_type": "aerial_drone_urban_navigation", "duration_group": "10-30min", "duration_s": 862.223767, "attack_pct": 0.6256938169614045, "license": "unknown", "selection_order": 1868, "video": "videos/0cb47a326f3360dd275f3f5adac5a467825f281679663043a3ee83e88160c0ff.mp4", "video_id": "0cb47a326f3360dd275f3f5adac5a467825f281679663043a3ee83e88160c0ff"}
{"item_id": "ScaleLong_814", "benchmark": "ScaleLong", "question": "How many individuals with dedicated scenes were mentioned before arriving in Paris in the video?", "options": ["11", "6", "15", "9"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "Video Story", "scene_type": "aerial_drone_urban_navigation", "duration_group": ">30min", "duration_s": 4206.958333, "attack_pct": 0.863705305279463, "license": "unknown", "selection_order": 1869, "video": "videos/feca99d5085e10c04f0860979fcc9c011dc51b544fb2d712cf39dc0a15b5f3ff.mp4", "video_id": "feca99d5085e10c04f0860979fcc9c011dc51b544fb2d712cf39dc0a15b5f3ff"}
{"item_id": "VideoEval-Pro_311", "benchmark": "VideoEval-Pro", "question": "In the middle of the video a photo is shown, what are the dots on the photo?", "options": ["Mercury.", "The Earth.", "Uranus.", "It is impossible to extrapolate."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "_none", "scene_type": "ai_generated_synthetic", "duration_group": "10-30min", "duration_s": 669.199093, "attack_pct": 0.9527397702336388, "license": "unknown", "selection_order": 1875, "video": "videos/cfe69fc06a8ae27ba5cfa96d6ce1bcb6a8238a62dd4d46f3f97790a07ce41c32.mp4", "video_id": "cfe69fc06a8ae27ba5cfa96d6ce1bcb6a8238a62dd4d46f3f97790a07ce41c32"}
{"item_id": "S-EMBER_6263", "benchmark": "S-EMBER", "question": "How many times have I brushed my cat's cheeks so far?", "options": ["You have not brushed your cat's cheeks so far, only petted them.", "You have brushed your cat's cheeks only once so far.", "You have brushed your cat's cheeks thirteen times so far.", "You have brushed your cat's cheeks eight times so far.", "You have brushed your cat's cheeks three times so far."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 600.25, "attack_pct": 0.7114850910029689, "license": "CC-BY-NC-4.0", "selection_order": 1882, "video": "videos/a55e56fc80e3253c89748b9c3135ccd2acd0da5ba14a09c5b545bd9ffc2ff864.mp4", "video_id": "a55e56fc80e3253c89748b9c3135ccd2acd0da5ba14a09c5b545bd9ffc2ff864"}
{"item_id": "Video-MME_2634", "benchmark": "Video-MME", "question": "Why are the three dogs fighting with another dog in the video?", "options": ["They are not a group.", "They are too hungry.", "They don't like it.", "They are playing."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Action Reasoning", "scene_type": "animals_wildlife", "duration_group": ">30min", "duration_s": 2663.978957, "attack_pct": 0.8774444946430876, "license": "unknown", "selection_order": 1883, "video": "videos/490995c9cf1892e41561eaa4433700496b5e54053de38e8002af932c4831b908.mp4", "video_id": "490995c9cf1892e41561eaa4433700496b5e54053de38e8002af932c4831b908"}
{"item_id": "Video-MME-v2_1978", "benchmark": "Video-MME-v2", "question": "When discussing how reinforcement learning (RL) is driving frontier advancements, the speaker presents a timeline of technological evolution. According to his prediction, what will be the main direction of development in 2026?", "options": ["Reinforcement Learning with Multimodal Fusion (RLMF)-training models to simultaneously understand and process multiple data modalities including text, images, and audio.", "Reinforcement Learning with Environment Interaction (RLEI)-enabling models to learn and optimize through interaction with simulated environments such as Excel and PowerPoint.", "Continuous Pre-training-allowing models to continuously ingest the latest internet data to keep their knowledge base up to date.", "Reinforcement Learning with Environment Interaction (RLEI)-enabling models to be tested through interaction with simulated environments such as Excel and Salesforce.", "Reinforcement Learning with Environment Interaction (RLEI)-enabling models to learn and optimize through interaction with simulated environments such as Excel and Word.", "Supervised Fine-Tuning 2.0 (SFT 2.0)-involving collection of larger-scale, higher-quality annotated data for deeper supervised training.", "According to the speaker's timeline of technological evolution, the main direction of development in 2026 will be the deep integration of reinforcement learning with Large Multimodal Models (LMMs) to enable Embodied AI applications with autonomous decision-making capabilities.", "Reinforcement Learning with Environment Interaction (RLEI)-enabling models to learn and optimize through interaction with real-world environments such as Excel and Salesforce."], "answer": "E", "answer_idx": 4, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 1145.208163, "attack_pct": 0.309861882018846, "license": "MIT", "selection_order": 1896, "video": "videos/09128aec8dc4f8cc66b1b8ba660b216c7b0537564fd123b7693415519ad72d2a.mp4", "video_id": "09128aec8dc4f8cc66b1b8ba660b216c7b0537564fd123b7693415519ad72d2a"}
{"item_id": "VCR-Bench_689", "benchmark": "VCR-Bench", "question": "What content is mainly displayed on the presenter's fourth slide of the PowerPoint presentation?", "options": ["Introduction to Computer Vision", "Discussion on the comparison between computer vision and human vision", "Introduction to visual perception content", "List some tasks and applications of computer vision."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Video Plot Analysis", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 2965.1, "attack_pct": 0.573141215954563, "license": "unknown", "selection_order": 1897, "video": "videos/3894ed14862b7bae20be3d156d337d83b77d8d3f70a2959569270e728625788d.mp4", "video_id": "3894ed14862b7bae20be3d156d337d83b77d8d3f70a2959569270e728625788d"}
{"item_id": "Video-MME_1610", "benchmark": "Video-MME", "question": "What food do the people in the video end up eating?", "options": ["Banana drink.", "Insect Feast.", "Fruits.", "Grilled fish."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Object Recognition", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 654.129342, "attack_pct": 0.3482638440686717, "license": "unknown", "selection_order": 1903, "video": "videos/5859ae1c04888b8eb9ada32e90ca16684873ec8403ac441ecff3c2c6a8079f75.mp4", "video_id": "5859ae1c04888b8eb9ada32e90ca16684873ec8403ac441ecff3c2c6a8079f75"}
{"item_id": "SiteBench-Video_1397", "benchmark": "SiteBench-Video", "question": "How many times do news segments appear in this video?", "options": ["2.", "4.", "6.", "8."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "counting & existence", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 3030.064762, "attack_pct": 0.5513343875048405, "license": "CC-BY-4.0", "selection_order": 1904, "video": "videos/22afecf2f3b60b8f2123f86bd5e91a1b06a0409b532b84ad96a31bd2f42aadde.mp4", "video_id": "22afecf2f3b60b8f2123f86bd5e91a1b06a0409b532b84ad96a31bd2f42aadde"}
{"item_id": "Video-MME_1154", "benchmark": "Video-MME", "question": "What is the driving range of Tesla Model X Long Range version on a single charge?", "options": ["360 miles.", "353 miles.", "405 miles.", "340 milse."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "OCR Problems", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 1080.587029, "attack_pct": 0.554835742868207, "license": "unknown", "selection_order": 1917, "video": "videos/838b3f9b88c8b5f235aa7d22f189162a89df6ae8b42a7f009d66b7e5c7738654.mp4", "video_id": "838b3f9b88c8b5f235aa7d22f189162a89df6ae8b42a7f009d66b7e5c7738654"}
{"item_id": "Video-MME-v2_2082", "benchmark": "Video-MME-v2", "question": "How many sound-absorbing wall bricks made from mycelium threads are shown in the video?", "options": ["4 pieces.", "10 pieces.", "9 pieces.", "12 pieces.", "The video shows six sound-absorbing wall bricks made from mycelium threads.", "6 pieces.", "8 pieces.", "7 pieces."], "answer": "G", "answer_idx": 6, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "industrial_construction_manufacturing", "duration_group": "10-30min", "duration_s": 921.274921, "attack_pct": 0.6818849231960759, "license": "MIT", "selection_order": 1924, "video": "videos/04c00d0c0d47281717bfc67da4f93c516969847573ff9a77467c3dfa6cc06344.mp4", "video_id": "04c00d0c0d47281717bfc67da4f93c516969847573ff9a77467c3dfa6cc06344"}
{"item_id": "ScaleLong_1186", "benchmark": "ScaleLong", "question": "What color is the plastic stool in the studio?", "options": ["Yellow", "Green", "Blue", "Red"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Clip", "scene_type": "industrial_construction_manufacturing", "duration_group": ">30min", "duration_s": 3002.88, "attack_pct": 0.9206386343100555, "license": "unknown", "selection_order": 1925, "video": "videos/706de88cc13bb01dbe47eb61c8e7205b8b40634b96293f178b68ea95089882d2.mp4", "video_id": "706de88cc13bb01dbe47eb61c8e7205b8b40634b96293f178b68ea95089882d2"}
{"item_id": "S-EMBER_988", "benchmark": "S-EMBER", "question": "I am facing the music stage, how do I get back to Maggs Mac Shack?", "options": ["Turn around and walk down the pathway, pass the second set of red containers, turn right, and look left.", "Turn around and walk straight across the open grassy field toward the red umbrellas and the food stalls.", "Turn around and walk back the way you came, then turn left to head toward the food vendors area.", "Walk straight past the music stage, turn left by the white fence, and you will see it on your left.", "Turn around and walk straight back, passing all the food stands, and you will find it on your right."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "spatial_aware_reasoning", "scene_type": "music_dance_performance", "duration_group": "10-30min", "duration_s": 600.416667, "attack_pct": 0.8321447011746482, "license": "CC-BY-NC-4.0", "selection_order": 1931, "video": "videos/b7251548bfdd57032f3e1c9f5f13c0cd2ea2642154809593b62235a70ba996bf.mp4", "video_id": "b7251548bfdd57032f3e1c9f5f13c0cd2ea2642154809593b62235a70ba996bf"}
{"item_id": "VideoOdyssey_1793", "benchmark": "VideoOdyssey", "question": "In the song \"You Are In Love\", what words do the audience use to cheer along?", "options": ["'you smile', 'hands touch', 'first kiss'", "'silence', 'way home', 'lights out'", "'one night', 'morning light', 'still there'", "'paper rings', 'golden age', 'in love'"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "AV/Speech Content Reasoning", "scene_type": "music_dance_performance", "duration_group": ">30min", "duration_s": 7905.44254, "attack_pct": 0.1843858913127662, "license": "CC-BY-NC-SA-4.0", "selection_order": 1932, "video": "videos/cd9fc3468b62132536233596148c9aebeff25686f8a7bc755e37cb11053a5198.mp4", "video_id": "cd9fc3468b62132536233596148c9aebeff25686f8a7bc755e37cb11053a5198"}
{"item_id": "VCR-Bench_664", "benchmark": "VCR-Bench", "question": "In the video, after showcasing the exterior of the Nevada State Capitol, which state's capitol building is shown next?", "options": ["Virginia", "Alaska", "New Jersey", "Florida"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Fundamental Temporal Reasoning", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 1197.563033, "attack_pct": 0.8006809087388667, "license": "unknown", "selection_order": 1938, "video": "videos/583bd982ce99de29e088c6fd27cf4b10fa58fd8360ee6c805b20c57b0ee5407c.mp4", "video_id": "583bd982ce99de29e088c6fd27cf4b10fa58fd8360ee6c805b20c57b0ee5407c"}
{"item_id": "VURB_629", "benchmark": "VURB", "question": "How many cases are there on the show where the biological fathers were not found?", "options": ["5", "10", "6", "7"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Multiple Choice Question", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3292.5893, "attack_pct": 0.5357638440686717, "license": "unknown", "selection_order": 1939, "video": "videos/0d1644abdc116fbefa5758688b308aed62071cd9d1f1c22feb30a2532a54fc5d.mp4", "video_id": "0d1644abdc116fbefa5758688b308aed62071cd9d1f1c22feb30a2532a54fc5d"}
{"item_id": "S-EMBER_7262", "benchmark": "S-EMBER", "question": "How much time passed from when the man at the bottom corner of the stairs beside the railing arrived there to when the two men in white shirts walked past him?", "options": ["About 25 seconds passed.", "About 35 seconds passed.", "About 12 seconds passed.", "About 17 seconds passed.", "About 3 minutes and 26 seconds passed."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "other", "duration_group": "10-30min", "duration_s": 600.166667, "attack_pct": 0.3765973925390474, "license": "CC-BY-NC-4.0", "selection_order": 1945, "video": "videos/632394bb0d65581f8b1cab9c6e9d764c78e407fcd88d932b8cf5de495c961be1.mp4", "video_id": "632394bb0d65581f8b1cab9c6e9d764c78e407fcd88d932b8cf5de495c961be1"}
{"item_id": "ScaleLong_688", "benchmark": "ScaleLong", "question": "How many main colors are there on the palette?", "options": ["6", "9", "7", "8"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Shot", "scene_type": "other", "duration_group": ">30min", "duration_s": 5731.333333, "attack_pct": 0.816791983993804, "license": "unknown", "selection_order": 1946, "video": "videos/daa860c2999b065684e178e4803be75db976f70bc19de602329be7e240504389.mp4", "video_id": "daa860c2999b065684e178e4803be75db976f70bc19de602329be7e240504389"}
{"item_id": "SciVideoBench_609", "benchmark": "SciVideoBench", "question": "What could happen if the procedure at 06:40 fails?", "options": ["Wiring connections become loose causing signal loss", "Electrodes move during the session", "Electrode polarity is set up incorrectly", "Cap elasticity reduces over time", "Cap is misaligned with cranial landmarks", "Insufficient electrode gel is applied", "Electrical impedance fluctuates", "Subject head sweating alters conductivity", "Muscle artifacts occur from subject movement", "Electrode contacts overheat"], "answer": "B", "answer_idx": 1, "n_options": 10, "chance": 0.1, "capability": "grounding", "task_class": "Biology", "scene_type": "science_experiment_lab", "duration_group": "10-30min", "duration_s": 637.098667, "attack_pct": 0.7738560087775913, "license": "custom", "selection_order": 1952, "video": "videos/42967de4dcfa87591fa90aacdb2b90e413cb4916bb08471587c459fdec2da367.mp4", "video_id": "42967de4dcfa87591fa90aacdb2b90e413cb4916bb08471587c459fdec2da367"}
{"item_id": "LongTimeScope_384", "benchmark": "LongTimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words.\\n\\nQuestion: What does the girl do after she get a cup of coffee?", "options": ["reading a book", "working with her computer", "taking some notes", "cleaning the kitchen", "preparing a breakfast", "washing the dishes"], "answer": "C", "answer_idx": 2, "n_options": 6, "chance": 0.166667, "capability": "grounding", "task_class": "_none", "scene_type": "science_experiment_lab", "duration_group": ">30min", "duration_s": 28800.0, "attack_pct": 0.9198722085968762, "license": "unknown", "selection_order": 1953, "video": "videos/6b986b6424fdb5699e1370d87665fe1ab08b285d5f055b8aeef1d41e36633bfb.mp4", "video_id": "6b986b6424fdb5699e1370d87665fe1ab08b285d5f055b8aeef1d41e36633bfb"}
{"item_id": "S-EMBER_2650", "benchmark": "S-EMBER", "question": "How many vehicles passed while I was doing jumping jacks?", "options": ["Zero vehicles passed.", "Two vehicles passed.", "Five vehicles passed.", "One vehicle passed.", "Ten vehicles passed."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.1223780172970182, "license": "CC-BY-NC-4.0", "selection_order": 1959, "video": "videos/162498cc535cf64ef476190badedb19dab12104adc22b7e3f632fd924c43f0fe.mp4", "video_id": "162498cc535cf64ef476190badedb19dab12104adc22b7e3f632fd924c43f0fe"}
{"item_id": "Video-MME_2675", "benchmark": "Video-MME", "question": "What is the most likely role of the person shooting the video?", "options": ["The team's coach.", "Student volunteers.", "Players' families.", "Replacements."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Object Reasoning", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 2378.234195, "attack_pct": 0.2662885633148315, "license": "unknown", "selection_order": 1960, "video": "videos/f637b393e59f8e27a9015e4cc786350edccf4850024f1b687ea0a48725ce8cef.mp4", "video_id": "f637b393e59f8e27a9015e4cc786350edccf4850024f1b687ea0a48725ce8cef"}
{"item_id": "VideoOdyssey_1329", "benchmark": "VideoOdyssey", "question": "How many traffic lights were passed during the time period from 00:25:00 to 00:45:00 in the video?", "options": ["14", "16", "15", "17"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "V/Counting", "scene_type": "traffic_driving_accidents", "duration_group": ">30min", "duration_s": 3830.595918, "attack_pct": 0.5768281270169098, "license": "CC-BY-NC-SA-4.0", "selection_order": 1967, "video": "videos/091ab2f71c61f838a30813ce1beca3ac58a1506cb4623969d7fd1c7926a7ad9a.mp4", "video_id": "091ab2f71c61f838a30813ce1beca3ac58a1506cb4623969d7fd1c7926a7ad9a"}
{"item_id": "Video-MME_1166", "benchmark": "Video-MME", "question": "According to the video, guess how many times more powerful is the PS5 than the PS2?", "options": ["2800.", "3800.", "380.", "80."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Object Reasoning", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 1045.803537, "attack_pct": 0.603564282948238, "license": "unknown", "selection_order": 1973, "video": "videos/5a6655b779243c2c640c84c66d33914cb38047a03d166637cfda801c23af6f62.mp4", "video_id": "5a6655b779243c2c640c84c66d33914cb38047a03d166637cfda801c23af6f62"}
{"item_id": "VideoOdyssey_2572", "benchmark": "VideoOdyssey", "question": "Around 00:18:10, after Duro and Canyon invade T1's red-side jungle and are blocked by Doran in the bottom tri-brush, according to the commentator, why are Duro and Canyon able to retreat successfully?", "options": ["Because Doran hesitates to commit without vision of the rest of Gen.G, giving them time to walk away.", "Because a control ward spots Doran early, letting Duro and Canyon disengage before he can threaten them.", "Because both of their champions are hyper-mobile", "Because Gen.G's bot lane applies pressure elsewhere, forcing Doran to abandon the choke point."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "long_video", "task_class": "AV/Speech Fact Retrieval", "scene_type": "video_games_software_ui", "duration_group": ">30min", "duration_s": 3824.74449, "attack_pct": 0.2201255324641796, "license": "CC-BY-NC-SA-4.0", "selection_order": 1974, "video": "videos/78d7eb31aee72fd1c73650f5bb6e49d3dce00ab7ad9220fd71f5d9794d44d733.mp4", "video_id": "78d7eb31aee72fd1c73650f5bb6e49d3dce00ab7ad9220fd71f5d9794d44d733"}
{"item_id": "StreamingBench_2414", "benchmark": "StreamingBench", "question": "What shape is the island in the water right now?", "options": ["Rectangular.", "Circular.", "Triangular.", "Oval."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "Attribute Perception", "scene_type": "aerial_drone_urban_navigation", "duration_group": "10-30min", "duration_s": 677.767256, "attack_pct": 0.8997595843552343, "license": "unknown", "selection_order": 1980, "video": "videos/d2400dbb11310664c7a84eb00f64a1d6973b890f857d00b4d1045d069aceb55a.mp4", "video_id": "d2400dbb11310664c7a84eb00f64a1d6973b890f857d00b4d1045d069aceb55a"}
{"item_id": "VSI-Super-Wild_6", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] Here are 4 frames captured at different moments in the video. Each frame is shown from a slightly rotated viewpoint (30-60 degrees). Choose the option listing the frames by capture time, from first to last.", "options": ["Frame 2 → Frame 3 → Frame 4 → Frame 1", "Frame 2 → Frame 4 → Frame 1 → Frame 3", "Frame 4 → Frame 1 → Frame 3 → Frame 2", "Frame 4 → Frame 1 → Frame 2 → Frame 3"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VPO", "scene_type": "aerial_drone_urban_navigation", "duration_group": ">30min", "duration_s": 7538.1, "attack_pct": 0.627888214792823, "license": "unknown", "selection_order": 1981, "video": "videos/b44ba4f18d56a3f9ec0fdd96d08697f436e8bd5546658efc4c774c7df18e69b7.mp4", "video_id": "b44ba4f18d56a3f9ec0fdd96d08697f436e8bd5546658efc4c774c7df18e69b7"}
{"item_id": "LongVideoBench_477", "benchmark": "LongVideoBench", "question": "In the white-background PPT screen, there is black text at the bottom, yellow-highlighted text on the left, and in the middle, an illustration composed of a blue rectangle, a green circle, and a blue triangle. When the subtitle 'spaceship this and this and so right and' appears, what changes occur to the illustration?", "options": ["Covered by a blue highlight", "A star appeared in the middle", "Got bigger", "Got smaller", "A red dot appeared in the middle"], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "TAA", "scene_type": "ai_generated_synthetic", "duration_group": "10-30min", "duration_s": 1724.541667, "attack_pct": 0.5363850522783012, "license": "CC-BY-NC-SA-4.0", "selection_order": 1987, "video": "videos/3c88dcb702ba400f499c1e3525aa60b661216fe00d2f818cec1509f1e2b5b0a4.mp4", "video_id": "3c88dcb702ba400f499c1e3525aa60b661216fe00d2f818cec1509f1e2b5b0a4"}
{"item_id": "HLV-1K_227", "benchmark": "HLV-1K", "question": "What is located on the left side of the frame at 477.0 seconds into the video?", "options": ["A colorful character with a pink dessert-like head.", "A sign depicting a shopping cart filled with groceries.", "A green field with a clear blue sky.", "A whimsical character with large eyes."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "spatial-relationship", "scene_type": "ai_generated_synthetic", "duration_group": ">30min", "duration_s": 1825.901134, "attack_pct": 0.5421292113076029, "license": "MIT", "selection_order": 1988, "video": "videos/7a9fd21618c2b1fe442dad6061785e99098197d719f033b54219a84075c72410.mp4", "video_id": "7a9fd21618c2b1fe442dad6061785e99098197d719f033b54219a84075c72410"}
{"item_id": "Video-MME-v2_2041", "benchmark": "Video-MME-v2", "question": "When the farmer shows the apple orchard and picks apples, how does the visual presentation change?", "options": ["Both scenes are relatively dim; the difference is that the leaves are deep green during the initial display and turn bright green at harvest time, with no change in apple color.", "When the farmer showcases the orchard and picks apples, the visual presentation shifts from expansive wide-angle shots of the landscape to intimate macro close-ups of the fruit's texture and the act of harvesting, heightening the immersive transition from a grand vista to a tangible harvest.", "The scene is bright when showing the apple orchard, but becomes darker during harvest time.", "The brightness remains consistent throughout, but the apple color changes from bright red during the initial display to deep purple at harvest time, with no change in the leaf color.", "As the farmer shows the orchard and picks apples, the footage quickly cuts from a wide shot of the orchard to a close-up of a hand holding an apple, emphasizing the fruit's plumpness and the dynamic details of the picking action.", "Both scenes are very bright; the only difference is that the apples change from bright red to an orange-yellow hue, while the leaves stay bright green.", "The orchard scene is relatively dim initially, with an overall deep green tone; by harvest time, the scene suddenly becomes brighter, with a significant increase in color saturation.", "There is no significant change in brightness, but the apple color shifts from bright red during the initial display to dark red at harvest time, while the leaves remain bright green."], "answer": "C", "answer_idx": 2, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 988.589569, "attack_pct": 0.4023170259455273, "license": "MIT", "selection_order": 1994, "video": "videos/8e35f7ae1049f0da47b675b3f8fbaa5746beacc3caa21162a495a1922fccdaca.mp4", "video_id": "8e35f7ae1049f0da47b675b3f8fbaa5746beacc3caa21162a495a1922fccdaca"}
{"item_id": "HLV-1K_3796", "benchmark": "HLV-1K", "question": "What happens after the scene of a bear within a misty rainforest setting with superimposed text reading 'Ghost Bears of the Rainforest'?", "options": ["The event captures the intricate presentation of cultural and artistic elements in various outdoor and indoor settings.", "The scene transitions to a coastal scene featuring rugged rock formations and the ocean.", "The scene shifts to a man focusing on a task involving his hands, such as drawing or writing, in a naturally lit indoor setting.", "The scene transitions to a detailed close-up scene where a hand is meticulously painting a small object."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal-relationship", "scene_type": "animals_wildlife", "duration_group": ">30min", "duration_s": 2651.625941, "attack_pct": 0.4951029430747386, "license": "MIT", "selection_order": 1995, "video": "videos/b750628714f2245e9d58b831031875e25c0b3c4b2324f0402100846addb7020c.mp4", "video_id": "b750628714f2245e9d58b831031875e25c0b3c4b2324f0402100846addb7020c"}
{"item_id": "StreamingBench_2003", "benchmark": "StreamingBench", "question": "Which of the following options best summarizes the barista's actions just now?", "options": ["The barista arranged mugs on the counter, brought milk from the fridge, and cleaned the workspace.", "The barista refilled the milk container, steamed milk, and cleaned the counter.", "The barista cleaned the espresso machine, brewed espresso, and arranged cups for serving.", "The barista grabbed milk cartons into the fridge, organized them, and prepared the workspace for further tasks."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Clips Summarize", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 607.22, "attack_pct": 0.5619998063766619, "license": "unknown", "selection_order": 2001, "video": "videos/161523bb8887fc7f690f10c85804f86e5c136931d3fac4ed7f1dc12ce1477432.mp4", "video_id": "161523bb8887fc7f690f10c85804f86e5c136931d3fac4ed7f1dc12ce1477432"}
{"item_id": "HERBench_1011", "benchmark": "HERBench", "question": "Which of the following objects the camera wearer of the video did NOT interact with?", "options": ["stool", "pen", "door of dishwasher", "washing up liquid container", "small cheese grater"], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "False Object Memory", "scene_type": "cooking_food", "duration_group": ">30min", "duration_s": 2096.9, "attack_pct": 0.7113156705821608, "license": "CC-BY-NC-SA-4.0", "selection_order": 2002, "video": "videos/6cc5281c4dcc5077e58c39020f1b87c88d89373e1a7ce7a9a8d6a5c1d98abe74.mp4", "video_id": "6cc5281c4dcc5077e58c39020f1b87c88d89373e1a7ce7a9a8d6a5c1d98abe74"}
{"item_id": "Video-MME_2467", "benchmark": "Video-MME", "question": "Which ingredient is not used in the video?", "options": ["Paper.", "Leftover cloth.", "Wool thread.", "Spoons."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Object Recognition", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 1961.319909, "attack_pct": 0.585508906673551, "license": "unknown", "selection_order": 2009, "video": "videos/e1fa0ad78d298aa70b5668830e714ad3a3be5f835e46c210ce0b78a5c5d3e2b7.mp4", "video_id": "e1fa0ad78d298aa70b5668830e714ad3a3be5f835e46c210ce0b78a5c5d3e2b7"}
{"item_id": "TimeScope_102", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["lemon, strawberry, lemon", "watermelon, honeydew, mango", "cherry, grape, honeydew", "banana, papaya, cherry", "papaya, nectarine, grape", "papaya, mango, orange"], "answer": "C", "answer_idx": 2, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 3600.0, "attack_pct": 0.402623596230799, "license": "unknown", "selection_order": 2016, "video": "videos/e3870a2c8f7b8f3653af43f4b8f06425c34888c2fba2db66836f87921298778f.mp4", "video_id": "e3870a2c8f7b8f3653af43f4b8f06425c34888c2fba2db66836f87921298778f"}
{"item_id": "Video-MME-v2_1523", "benchmark": "Video-MME-v2", "question": "Uncle sat on the sofa, gazing at everything with a serious and profound expression. What might he be thinking at this moment?", "options": ["The surrounding environment is still too noisy.", "I feel very disappointed.", "How many more days can my body survive.", "Perhaps it's not as bad as I imagined.", "What video will be played next.", "Can this man do it.", "I don't know if they will be happy in the future.", "I hold a reserved attitude towards this result."], "answer": "E", "answer_idx": 4, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 990.702585, "attack_pct": 0.2524041564476572, "license": "MIT", "selection_order": 2022, "video": "videos/e6f5e196d9b9c74cad390fe273b2c6c3457202243eaec4734ca79fbaceb1ff76.mp4", "video_id": "e6f5e196d9b9c74cad390fe273b2c6c3457202243eaec4734ca79fbaceb1ff76"}
{"item_id": "HLV-1K_8757", "benchmark": "HLV-1K", "question": "What is positioned prominently on the left side of the frame at the 842.0-second mark?", "options": ["A large arch.", "A flag.", "A decorative pillar.", "A clear path."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "spatial-relationship", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 2269.239728, "attack_pct": 0.4553617529366206, "license": "MIT", "selection_order": 2023, "video": "videos/8ab410a44f8199a7091214a470641ab74e4ff2b69f6855fbae65624a16cd8484.mp4", "video_id": "8ab410a44f8199a7091214a470641ab74e4ff2b69f6855fbae65624a16cd8484"}
{"item_id": "Video-MME-v2_2119", "benchmark": "Video-MME-v2", "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, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 721.583311, "attack_pct": 0.1811830385955853, "license": "MIT", "selection_order": 2029, "video": "videos/7facdba6c626bb36686e17269b6c9f14185948b2fb0b503db4f2cf9d035c0be8.mp4", "video_id": "7facdba6c626bb36686e17269b6c9f14185948b2fb0b503db4f2cf9d035c0be8"}
{"item_id": "Video-MME-v2_216", "benchmark": "Video-MME-v2", "question": "Based on the social dynamics within Sara's group, which primary group psychological factor resulted in the group eliminating someone else instead of Sara?", "options": ["Anchoring Effect: Sara established an \"introverted Oregon girl\" persona early on, causing her mistakes to be interpreted merely as nervousness.", "Salience Bias: Other participants appeared more suspicious or conspicuous, diverting the group's attention.", "Authority Suggestion: Meili, a dominant participant, subtly guided the group's suspicion toward Christa.", "Confirmation Bias: The group held a preconceived notion that the imposter was likely male, subconsciously excluding Sara.", "Empathy: Other members felt sympathy for Sara's nervousness and emotionally protected her.", "Bandwagon Effect: The group blindly followed the most trusted member, who suspected someone other than Sara.", "Halo Effect: The group perceived Sara as approachable, subconsciously ignoring her flaws.", "Sunk Cost Fallacy: The group spent so much time interrogating the eliminated candidate that they felt not voting for her would waste their efforts."], "answer": "G", "answer_idx": 6, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 2105.957007, "attack_pct": 0.4607348005679618, "license": "MIT", "selection_order": 2030, "video": "videos/072a7dae9296e13223bfcadb344ec66377e91d3453276ef7e3adf9b1a02a1e86.mp4", "video_id": "072a7dae9296e13223bfcadb344ec66377e91d3453276ef7e3adf9b1a02a1e86"}
{"item_id": "OVO-S-Bench_1423", "benchmark": "OVO-S-Bench", "question": "(Question asked at 318.7 s into the video; 'current' refers to that moment.) I am currently facing north. In which direction is the stair located relative to item B?", "options": ["north", "west", "south", "east"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "4.1", "scene_type": "industrial_construction_manufacturing", "duration_group": "10-30min", "duration_s": 649.380952, "attack_pct": 0.7710565380147154, "license": "unknown", "selection_order": 2036, "video": "videos/180ed18a18b7a509ea93df3393cb73c0f7a97c1ed676d96c6140a16840e6179d.mp4", "video_id": "180ed18a18b7a509ea93df3393cb73c0f7a97c1ed676d96c6140a16840e6179d"}
{"item_id": "HourVideo_839", "benchmark": "HourVideo", "question": "What is the most likely activity the camera wearer will do next after finalizing the brick molding process?", "options": ["The camera wearer will likely leave the brick molding area to attend a meeting with the site supervisor.", "The camera wearer will likely take the finished bricks to a storage area to dry.", "The camera wearer will likely start cleaning the workshop, sweeping the floors and dusting off the equipment.", "The camera wearer will likely begin a new cycle of brick molding, preparing the clay and molding box for the next batch of bricks.", "The camera wearer will likely begin painting and decorating the finished bricks."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "reasoning/predictive", "scene_type": "industrial_construction_manufacturing", "duration_group": ">30min", "duration_s": 5318.887696, "attack_pct": 0.1137537111139796, "license": "Apache-2.0", "selection_order": 2037, "video": "videos/9353317b14f20b0004b111c754babdfc7036c2b58d8b00066aee9aac2f46767d.mp4", "video_id": "9353317b14f20b0004b111c754babdfc7036c2b58d8b00066aee9aac2f46767d"}
{"item_id": "TimeScope_266", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["grape, strawberry, nectarine", "watermelon, raspberry, quince", "quince, papaya, tangerine", "date, fig, mango", "elderberry, cherry, quince", "elderberry, fig, papaya"], "answer": "F", "answer_idx": 5, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "music_dance_performance", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.8570091648380018, "license": "unknown", "selection_order": 2043, "video": "videos/950af911862ae9731dd2517af6563a10d8333cb269550cd4064a0b8bb50f8ac9.mp4", "video_id": "950af911862ae9731dd2517af6563a10d8333cb269550cd4064a0b8bb50f8ac9"}
{"item_id": "HLV-1K_9582", "benchmark": "HLV-1K", "question": "What happens after the boy in a yellow shirt with blue suspenders and a hat engages in an animated pose in the event from 481.0 to 582.0 seconds?", "options": ["The scene shifts to a serene blue pond with rolling green hills.", "The tiger appears centrally in a cartoonish style.", "Children in gray mouse-like outfits interact with animated elements.", "The event ends with a bright blue sky adorned with fluffy clouds."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal-relationship", "scene_type": "music_dance_performance", "duration_group": ">30min", "duration_s": 3306.173243, "attack_pct": 0.588469730218149, "license": "MIT", "selection_order": 2044, "video": "videos/aa1509a4f0de98eb4df9c53bbb7f1c7dbf8b89eeed2127efe7d2d0c7857d034b.mp4", "video_id": "aa1509a4f0de98eb4df9c53bbb7f1c7dbf8b89eeed2127efe7d2d0c7857d034b"}
{"item_id": "S-EMBER_6429", "benchmark": "S-EMBER", "question": "What was the girl in the beige jacket doing with her phone at the bottom of the steps?", "options": ["She was taking a picture of the building.", "She was checking her phone to navigate.", "She was looking at her phone while walking.", "She was taking a video of the surroundings.", "She was typing a text message on her phone."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "sequential_action", "scene_type": "other", "duration_group": "10-30min", "duration_s": 600.25, "attack_pct": 0.3891909771524461, "license": "CC-BY-NC-4.0", "selection_order": 2057, "video": "videos/f6cbca6fc4bd9ab784f2421f95c6850e45ec08d2cb16047c6c1d1154f15256de.mp4", "video_id": "f6cbca6fc4bd9ab784f2421f95c6850e45ec08d2cb16047c6c1d1154f15256de"}
{"item_id": "VSI-Super-Wild_4798", "benchmark": "VSI-Super-Wild", "question": "[Ordering] In this video, choose the option listing the four objects by first-appearance time.", "options": ["trash can → fire hydrant → cabana → exit sign", "exit sign → cabana → trash can → fire hydrant", "cabana → trash can → fire hydrant → exit sign", "trash can → fire hydrant → exit sign → cabana"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "VOO", "scene_type": "other", "duration_group": ">30min", "duration_s": 2137.331678, "attack_pct": 0.5487527429972893, "license": "unknown", "selection_order": 2058, "video": "videos/ec8a4bba0aba21cf1af830a2d89791db3c8ace74fc90d11ea9c7d17b2d5fe678.mp4", "video_id": "ec8a4bba0aba21cf1af830a2d89791db3c8ace74fc90d11ea9c7d17b2d5fe678"}
{"item_id": "StreamingBench_1737", "benchmark": "StreamingBench", "question": "Where is the yellow caution sign located right now?", "options": ["On a tree to the right.", "Ahead on the ground.", "Behind the cyclist.", "On a tree to the left."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "Spatial Understanding", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 877.180227, "attack_pct": 0.5693494255840971, "license": "unknown", "selection_order": 2064, "video": "videos/041da1546378fc4599288459e23efbab8b3344cf044552b66a8a5140ea7bad7e.mp4", "video_id": "041da1546378fc4599288459e23efbab8b3344cf044552b66a8a5140ea7bad7e"}
{"item_id": "TimeScope_2102", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words.\\n\\nQuestion: What is the girl in red clothes doing in her room?", "options": ["doing homework", "playing video games", "making the bed", "reading books", "doing yoga", "watching TV"], "answer": "C", "answer_idx": 2, "n_options": 6, "chance": 0.166667, "capability": "long_video", "task_class": "_none", "scene_type": "science_experiment_lab", "duration_group": ">30min", "duration_s": 3600.0, "attack_pct": 0.733598489737963, "license": "unknown", "selection_order": 2065, "video": "videos/63ed611bc6f9b693483dd11e357c3ec635b44ba2986802e95683feb4f86282cf.mp4", "video_id": "63ed611bc6f9b693483dd11e357c3ec635b44ba2986802e95683feb4f86282cf"}
{"item_id": "StreamingBench_2184", "benchmark": "StreamingBench", "question": "What is the company name visible on the red billboard to the right?", "options": ["Barclays.", "Reuters.", "Tommy Hilfiger.", "Applebees."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Text-Rich Understanding", "scene_type": "traffic_driving_accidents", "duration_group": "10-30min", "duration_s": 611.665, "attack_pct": 0.717100167806893, "license": "unknown", "selection_order": 2071, "video": "videos/c4dff17a92bde2895b3b546568791d0f8e7f0eb3f5512ee70302af5eca4b118c.mp4", "video_id": "c4dff17a92bde2895b3b546568791d0f8e7f0eb3f5512ee70302af5eca4b118c"}
{"item_id": "VideoEval-Pro_841", "benchmark": "VideoEval-Pro", "question": "Who is the winner for Men's 100M Round 1 Heat 1?", "options": ["Tyson Gay", "Rondel Sorrillo", "Asafa Powell", "Jaysuma Saidy Naure"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "_none", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 2306.64, "attack_pct": 0.93007777204079, "license": "unknown", "selection_order": 2072, "video": "videos/eed723c129afbc567709a15892a738093a7c4f4367afafba8f8d56f813072176.mp4", "video_id": "eed723c129afbc567709a15892a738093a7c4f4367afafba8f8d56f813072176"}
{"item_id": "Video-MME-v2_633", "benchmark": "Video-MME-v2", "question": "Throughout the entire video, how many times does the high-speed train appear?", "options": ["5.", "7.", "1.", "6.", "4.", "3.", "8.", "2."], "answer": "D", "answer_idx": 3, "n_options": 8, "chance": 0.125, "capability": "temporal", "task_class": "_none", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 813.85941, "attack_pct": 0.4552084677939848, "license": "MIT", "selection_order": 2078, "video": "videos/0a0145dbe23befc9ff419554159062ceefa89a1f3a06e19ae0fcf83b52181ca2.mp4", "video_id": "0a0145dbe23befc9ff419554159062ceefa89a1f3a06e19ae0fcf83b52181ca2"}
{"item_id": "OVO-S-Bench_1593", "benchmark": "OVO-S-Bench", "question": "(Question asked at 222.2 s into the video; 'current' refers to that moment.) Assuming the initial direction of travel in the video is north, what is the orientation of Area A relative to Area B?", "options": ["northwest", "southeast", "southwest", "northeast"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "4.1", "scene_type": "traffic_driving_accidents", "duration_group": ">30min", "duration_s": 5038.133333, "attack_pct": 0.8932974054472699, "license": "unknown", "selection_order": 2079, "video": "videos/96e16c994e0340d3414e4b16c2bdde158840535a705164faab3ba0b13d50f030.mp4", "video_id": "96e16c994e0340d3414e4b16c2bdde158840535a705164faab3ba0b13d50f030"}
{"item_id": "VSI-Super-Wild_374", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] Here are 4 frames captured at different moments in the video. Each frame is shown from a slightly rotated viewpoint (30-60 degrees). Choose the option listing the frames by capture time, from first to last.", "options": ["Frame 4 → Frame 1 → Frame 2 → Frame 3", "Frame 1 → Frame 3 → Frame 2 → Frame 4", "Frame 2 → Frame 3 → Frame 1 → Frame 4", "Frame 1 → Frame 4 → Frame 2 → Frame 3"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VPO", "scene_type": "aerial_drone_urban_navigation", "duration_group": "10-30min", "duration_s": 950.313489, "attack_pct": 0.6543500709952239, "license": "unknown", "selection_order": 2085, "video": "videos/5d9839ac2c045b1cce7dc31a492d78680e00c276309bb789c9d6f6e645294438.mp4", "video_id": "5d9839ac2c045b1cce7dc31a492d78680e00c276309bb789c9d6f6e645294438"}
{"item_id": "HLV-1K_4187", "benchmark": "HLV-1K", "question": "How does the camera movement emphasize the competitive gaming environment in the scene from 1881.0 to 1941.0 seconds?", "options": ["The camera moves forward to show the detailed expressions of the individuals.", "The camera pans left to right to capture the entire gaming setup.", "The camera zooms out to show the overall environment and background.", "The camera remains static, focusing on the scoreboard."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "camera-direction", "scene_type": "video_games_software_ui", "duration_group": ">30min", "duration_s": 1973.463946, "attack_pct": 0.3432699754743771, "license": "MIT", "selection_order": 2086, "video": "videos/4008e1c2fc8f44f7de388c8c5878f11e5907ce69c72cf5dcc0a107748ffa4a54.mp4", "video_id": "4008e1c2fc8f44f7de388c8c5878f11e5907ce69c72cf5dcc0a107748ffa4a54"}
{"item_id": "ScaleLong_815", "benchmark": "ScaleLong", "question": "How many of Mozart's works were mentioned in the video after returning to Salzburg from the capital?", "options": ["2", "3", "4", "1"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Video Event", "scene_type": "aerial_drone_urban_navigation", "duration_group": ">30min", "duration_s": 4206.958333, "attack_pct": 0.8790983606557377, "license": "unknown", "selection_order": 2093, "video": "videos/feca99d5085e10c04f0860979fcc9c011dc51b544fb2d712cf39dc0a15b5f3ff.mp4", "video_id": "feca99d5085e10c04f0860979fcc9c011dc51b544fb2d712cf39dc0a15b5f3ff"}
{"item_id": "K9-Bench_3691", "benchmark": "K9-Bench", "question": "How does the presence of the red fluffy blanket influence the black dog's resting behavior in the festive setting?", "options": ["The black dog rests near the red blanket with soft nose nudging.", "The black dog rests near the red blanket with gentle gnawing.", "The black dog rests near the red blanket with light body rolling.", "The black dog rests near the red blanket with slow paw kneading.", "The black dog rests near the red blanket with subtle ear flicks."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "context analysis", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 606.064036, "attack_pct": 0.3665693171550278, "license": "CC-BY-NC-4.0", "selection_order": 2099, "video": "videos/61a7f5fe7e970fdc53127f8bd063e5852e31e4992fdc77316ec8a40d6c2ce1ec.mp4", "video_id": "61a7f5fe7e970fdc53127f8bd063e5852e31e4992fdc77316ec8a40d6c2ce1ec"}
{"item_id": "4067", "benchmark": "LVBench", "question": "How many people can be clearly seen on stage in the video at 12:42?", "options": ["0", "2", "1", "3"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "entity recognition", "scene_type": "ai_generated_synthetic", "duration_group": ">30min", "duration_s": 1871.203265, "attack_pct": 0.7710565380147154, "license": "CC-BY-NC-SA-4.0", "selection_order": 2100, "video": "videos/6726b69866892bc2aef474108da7813ec316af15ab9b617864803f5bd26fedd3.mp4", "video_id": "6726b69866892bc2aef474108da7813ec316af15ab9b617864803f5bd26fedd3"}
{"item_id": "Video-MME-v2_1184", "benchmark": "Video-MME-v2", "question": "What is the host doing in the video when she says, \"...what you can expect is creamy, cheesiness.\"?", "options": ["She is sautéing chopped onions and celery with butter in a pan.", "She is pouring a large bowl of shredded cooked chicken into the slow cooker.", "She is stirring all the ingredients in the slow cooker with a wooden spoon.", "She is dicing a potato into small pieces with a knife.", "She is pouring diced potatoes into a creamy-white slow cooker.", "She is garnishing a bowl of soup with shredded cheese and bacon bits.", "She is pouring canned soup into the slow cooker.", "She is opening a can of cream of chicken soup and a can of cheddar cheese soup."], "answer": "D", "answer_idx": 3, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 1093.613424, "attack_pct": 0.2995675745449851, "license": "MIT", "selection_order": 2106, "video": "videos/7182138a58ab29c1b791b51a1fdaacc686435a243d12608c3114f4ebcc5c9fa3.mp4", "video_id": "7182138a58ab29c1b791b51a1fdaacc686435a243d12608c3114f4ebcc5c9fa3"}
{"item_id": "ScaleLong_976", "benchmark": "ScaleLong", "question": "How many animals appeared consecutively starting with the ibex at the beginning of the video?", "options": ["4", "2", "5", "3"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "Video Event", "scene_type": "animals_wildlife", "duration_group": ">30min", "duration_s": 4965.1602, "attack_pct": 0.765328514263586, "license": "unknown", "selection_order": 2107, "video": "videos/d910cc41013e168925b92cc8cb33805beb3ac380ed8e57871dc94c212f4199e8.mp4", "video_id": "d910cc41013e168925b92cc8cb33805beb3ac380ed8e57871dc94c212f4199e8"}
{"item_id": "VideoKR_1100", "benchmark": "VideoKR", "question": "Consider the molecule in blue bound to a binding site. Identify the binding interactions taking place at ii shown in red. <image 1>", "options": ["hydrogen bonds", "ionic bonds", "van der Waals interactions"], "answer": "B", "answer_idx": 1, "n_options": 3, "chance": 0.333333, "capability": "knowledge", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 655.379483, "attack_pct": 0.4547808829224216, "license": "Apache-2.0", "selection_order": 2113, "video": "videos/acf5571c8180c8f804df9144d0652186ee293b5a3e98c6af182a632b2d303c4d.mp4", "video_id": "acf5571c8180c8f804df9144d0652186ee293b5a3e98c6af182a632b2d303c4d"}
{"item_id": "HLV-1K_7775", "benchmark": "HLV-1K", "question": "Between 602.0 seconds and 664.0 seconds, which group of individuals is depicted as working more quickly with the dough?", "options": ["The group of five individuals at 604.0 seconds.", "The group of four individuals at 605.0 seconds.", "The group of two individuals at 611.0 seconds.", "The group of four individuals at 623.0 seconds."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "speed", "scene_type": "cooking_food", "duration_group": ">30min", "duration_s": 3062.270839, "attack_pct": 0.588469730218149, "license": "MIT", "selection_order": 2114, "video": "videos/eaac64bc7c6467fc58148bc88cb5306ef155bd88dd81f303c339db40963869a1.mp4", "video_id": "eaac64bc7c6467fc58148bc88cb5306ef155bd88dd81f303c339db40963869a1"}
{"item_id": "VideoEval-Pro_249", "benchmark": "VideoEval-Pro", "question": "Throughout this video, what is the total count of occurrences for the scene featuring the 'baking cookies' action", "options": ["1", "6", "4", "2", "5", "0"], "answer": "B", "answer_idx": 1, "n_options": 6, "chance": 0.166667, "capability": "temporal", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 750.833333, "attack_pct": 0.3013827933393572, "license": "unknown", "selection_order": 2120, "video": "videos/086d7e0a88db3fdaf3b04a87512b47a0e49147530544464a9471cbc576452313.mp4", "video_id": "086d7e0a88db3fdaf3b04a87512b47a0e49147530544464a9471cbc576452313"}
{"item_id": "VideoMathQA_1252", "benchmark": "VideoMathQA", "question": "Which of the following best represents the ratio of the teacher wage gap for men to that for women in 2000, relative to similarly educated professionals?", "options": ["22/6", "27/16"], "answer": "A", "answer_idx": 0, "n_options": 2, "chance": 0.5, "capability": "knowledge", "task_class": "Chart", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 2387.122721, "attack_pct": 0.2816735510520201, "license": "Apache-2.0", "selection_order": 2121, "video": "videos/f6bcdb58cf2d6bd0fae6bc7bf28afe56f62793dba1d4b44bfee334dd3db12a14.mp4", "video_id": "f6bcdb58cf2d6bd0fae6bc7bf28afe56f62793dba1d4b44bfee334dd3db12a14"}
{"item_id": "LongVideo-Reason-eval_590", "benchmark": "LongVideo-Reason-eval", "question": "Based on the video, in which location is the man first seen holding a beverage after interacting with a fishing lure in the garage?", "options": ["Car → Backyard → Garage → Home Office", "Car → Backyard → Home Office → Garage", "Garage → Backyard → Kitchen → Car", "Backyard → Car → Home Office → Garage"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 701.962449, "attack_pct": 0.990189750871305, "license": "Apache-2.0", "selection_order": 2127, "video": "videos/b229ea738d8f2980273669fd51b22f07dd5be426ce661da7831d789f040fe64e.mp4", "video_id": "b229ea738d8f2980273669fd51b22f07dd5be426ce661da7831d789f040fe64e"}
{"item_id": "V2P-Bench_94", "benchmark": "V2P-Bench", "question": "What is the relationship between 1 and 2?", "options": ["A romantic relationship", "Good friend", "Father daughter relationship", "Siblings"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "11", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 4121.200417, "attack_pct": 0.4347327997934684, "license": "CC-BY-NC-4.0", "selection_order": 2128, "video": "videos/eee1c922e12214406ea4c4ea5974e754e0a03058299bf644886c6f4bbb37cf41.mp4", "video_id": "eee1c922e12214406ea4c4ea5974e754e0a03058299bf644886c6f4bbb37cf41"}
{"item_id": "new_History_9:Comprehension", "benchmark": "VideoMMMU", "question": "Which of the following statements about different government types are correct?\nStatements:\n1. In a federal system, regional governments have complete autonomy and can establish their own independent economic policies without central oversight.\n2. A parliamentary system allows the executive branch to be removed by the legislative branch through mechanisms such as a vote of no confidence.\n3. Socialist governments focus on reducing economic inequalities by ensuring an equitable distribution of resources and opportunities through centralized control.\n4. Absolute monarchies grant the monarch significant decision-making powers without constitutional limitations.\n5. Oligarchies are designed to prevent abuse of power by limiting leadership roles to individuals elected through democratic processes.", "options": ["Only Statement 2 is correct.", "Statements 2 and 3 are correct.", "Statements 1, 2, and 3 are correct.", "Statements 2, 3, and 4 are correct.", "Statements 1, 3, and 5 are correct.", "Statements 2, 4, and 5 are correct.", "All statements are correct.", "Statements 1 and 4 are correct.", "Statements 3 and 5 are correct.", "Statements 1, 2, 3, and 4 are correct."], "answer": "B", "answer_idx": 1, "n_options": 10, "chance": 0.1, "capability": "knowledge", "task_class": "Comprehension", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 761.933333, "attack_pct": 0.9600167806892992, "license": "unknown", "selection_order": 2134, "video": "videos/54a843871383da6fd0049d3362789a5cd3a97cf55d22c9cd197fefba03965f9e.mp4", "video_id": "54a843871383da6fd0049d3362789a5cd3a97cf55d22c9cd197fefba03965f9e"}
{"item_id": "HourVideo_921", "benchmark": "HourVideo", "question": "What is the most likely activity the camera wearer will do next after finishing the puzzle assembly with the woman?", "options": ["The camera wearer will likely decide to disassemble the puzzle and store it away.", "The camera wearer will likely begin to frame the completed puzzle for display.", "The camera wearer will likely leave the room to start a new activity unrelated to the puzzle.", "The camera wearer will likely continue with the puzzle assembly, arranging and connecting jigsaw puzzle tabs with the woman.", "The camera wearer and the woman will likely start a different game, abandoning the puzzle."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "reasoning/predictive", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 1821.921029, "attack_pct": 0.080313347102104, "license": "Apache-2.0", "selection_order": 2135, "video": "videos/c54244841b8be916abd07e690178181184470ac89cffc632ee64cd02cbec8f49.mp4", "video_id": "c54244841b8be916abd07e690178181184470ac89cffc632ee64cd02cbec8f49"}
{"item_id": "Video-MME-v2_2080", "benchmark": "Video-MME-v2", "question": "How many pieces of plain bacon are shown at the very beginning of the video?", "options": ["5.", "6.", "The video shows four pieces of plain bacon at the very beginning.", "3.", "1.", "7.", "4.", "2."], "answer": "D", "answer_idx": 3, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "industrial_construction_manufacturing", "duration_group": "10-30min", "duration_s": 921.274921, "attack_pct": 0.7046195301406997, "license": "MIT", "selection_order": 2141, "video": "videos/04c00d0c0d47281717bfc67da4f93c516969847573ff9a77467c3dfa6cc06344.mp4", "video_id": "04c00d0c0d47281717bfc67da4f93c516969847573ff9a77467c3dfa6cc06344"}
{"item_id": "VideoEval-Pro_920", "benchmark": "VideoEval-Pro", "question": "How many vloggers find a place to live at night?", "options": ["1", "0", "2", "3"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "_none", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 2074.749388, "attack_pct": 0.8146379243578159, "license": "unknown", "selection_order": 2142, "video": "videos/c938678e842d2f1745d13bb813d237c7e3fd1be898ea9767ac468fa788bdbe9e.mp4", "video_id": "c938678e842d2f1745d13bb813d237c7e3fd1be898ea9767ac468fa788bdbe9e"}
{"item_id": "Video-MME_1532", "benchmark": "Video-MME", "question": "Which performance  in this video has the least acrobats?", "options": ["The third.", "The first.", "The second.", "The fourth."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "Object Recognition", "scene_type": "music_dance_performance", "duration_group": "10-30min", "duration_s": 622.782404, "attack_pct": 0.5591680650574415, "license": "unknown", "selection_order": 2148, "video": "videos/c53fdab711753e672ac1974af2570c84c8441e7b38c94a0ec3c2b4771cf4664a.mp4", "video_id": "c53fdab711753e672ac1974af2570c84c8441e7b38c94a0ec3c2b4771cf4664a"}
{"item_id": "HourVideo_959", "benchmark": "HourVideo", "question": "Which carpentry task took longer, adjusting the blinds and preparing for carpentry work or continuing with the carpentry work using the nail gun and measuring tape?", "options": ["Continuing with the carpentry work took longer", "No adjusting of blinds or preparation for carpentry work occurred.", "Both tasks had the same duration", "Adjusting the blinds and preparing took longer", "No continuation with carpentry using the nail gun and measuring tape occurred."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "long_video", "task_class": "reasoning/temporal/duration", "scene_type": "industrial_construction_manufacturing", "duration_group": ">30min", "duration_s": 2740.733333, "attack_pct": 0.1792952110494385, "license": "Apache-2.0", "selection_order": 2149, "video": "videos/e7762adcf38488dcea42c8eb396c48bee16a54210fbd81cc834d63060d780b48.mp4", "video_id": "e7762adcf38488dcea42c8eb396c48bee16a54210fbd81cc834d63060d780b48"}
{"item_id": "Video-MME_1504", "benchmark": "Video-MME", "question": "What is the first tattoo about the female guest written by her boyfriend in the video?", "options": ["kim brand.", "my girl is a doctor.", "kim.", "my girl is a lawyer."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Object Recognition", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 874.045533, "attack_pct": 0.4373628501355363, "license": "unknown", "selection_order": 2155, "video": "videos/1a7bd09f55bf4374a6d82ffb6838c79cade98d449345bd3e4782f0f3c1b94b92.mp4", "video_id": "1a7bd09f55bf4374a6d82ffb6838c79cade98d449345bd3e4782f0f3c1b94b92"}
{"item_id": "4697", "benchmark": "LVBench", "question": "What's on the black cloth that appears in front of the judges?", "options": ["Pictures of dogs", "Line cards", "Poker cards", "Photos of guests"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "event understanding", "scene_type": "music_dance_performance", "duration_group": ">30min", "duration_s": 6142.003084, "attack_pct": 0.3182360913902156, "license": "CC-BY-NC-SA-4.0", "selection_order": 2156, "video": "videos/c21e94e4c3d51609e43ee52a0d241a16845494b85de2f95c7f0e629ef8688326.mp4", "video_id": "c21e94e4c3d51609e43ee52a0d241a16845494b85de2f95c7f0e629ef8688326"}
{"item_id": "S-EMBER_491", "benchmark": "S-EMBER", "question": "How long did I stand near the three waste bins, shortly after I passed the woman wearing the pink pants?", "options": ["You stood near the waste bins for about forty-five seconds.", "You stood near the waste bins for about eight seconds.", "You stood near the waste bins for about ten seconds.", "You stood near the waste bins for about thirty-five seconds.", "You stood near the waste bins for about three minutes and twenty-eight seconds."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "other", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.4408884084161611, "license": "CC-BY-NC-4.0", "selection_order": 2162, "video": "videos/b6254397a0bf97fb0d1c46736124391e5a1d84575b8106c964359de26d8b99ea.mp4", "video_id": "b6254397a0bf97fb0d1c46736124391e5a1d84575b8106c964359de26d8b99ea"}
{"item_id": "Video-MME_1810", "benchmark": "Video-MME", "question": "As depicted in the video, what happened when the Gypsies migrated to Europe?", "options": ["Slavery was abolished.", "They became increasingly enslaved in the Balkans as the Ottomans expanded their territory.", "They fought with Selic.", "They separated from the Turks."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Temporal Reasoning", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 1831.102404, "attack_pct": 0.2669259068026333, "license": "unknown", "selection_order": 2163, "video": "videos/a87bd64cc4494eb797163eb6e467876805db10333ea542a2ca0c883bb2e7fd8e.mp4", "video_id": "a87bd64cc4494eb797163eb6e467876805db10333ea542a2ca0c883bb2e7fd8e"}
{"item_id": "Video-MME_1434", "benchmark": "Video-MME", "question": "In which order are the first four cars driven out of the garage in this video?\n(a) The yellow car.\n(b) The black car.\n(c) The silver car.\n(d) The white car.", "options": ["(a)(b)(c)(d).", "(a)(c)(b)(d).", "(b)(c)(d)(a).", "(b)(d)(a)(c)."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "Temporal Reasoning", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 664.856961, "attack_pct": 0.5405237511294695, "license": "unknown", "selection_order": 2169, "video": "videos/cd587872647ef6d82d1bc804e9c380738e10938d9940b6772b595d00a5bac3b5.mp4", "video_id": "cd587872647ef6d82d1bc804e9c380738e10938d9940b6772b595d00a5bac3b5"}
{"item_id": "VideoOdyssey_1293", "benchmark": "VideoOdyssey", "question": "Which customer in the options remains inside the coffee shop throughout the entire video?", "options": ["A bald, white-haired man wearing a dark suit, light-colored dress pants, and glasses", "A dark-haired man wearing a dark top, who is accompanied by a blonde woman in a gray top", "A silver-haired man wearing a blue top and glasses", "A blonde woman wearing a gray top, gray trousers, and sneakers"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "V/Object Reasoning", "scene_type": "other", "duration_group": ">30min", "duration_s": 3640.26195, "attack_pct": 0.5768281270169098, "license": "CC-BY-NC-SA-4.0", "selection_order": 2170, "video": "videos/529757fbc975da347e627ac59f5909e5d72566001a51de67a999604d4ba8d18c.mp4", "video_id": "529757fbc975da347e627ac59f5909e5d72566001a51de67a999604d4ba8d18c"}
{"item_id": "S-EMBER_2368", "benchmark": "S-EMBER", "question": "What is the order of the stores I've passed on my right since I passed LensCrafters?", "options": ["CVS Pharmacy, Foot Locker, and Lindt.", "Naturalizer, Foot Locker, and Zumiez.", "Foot Locker, Zumiez, and Naturalizer.", "Naturalizer, Lindt, and Foot Locker.", "Foot Locker, Lindt, and Zumiez."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "temporal_ordering_recognition", "scene_type": "traffic_driving_accidents", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.4871724538531044, "license": "CC-BY-NC-4.0", "selection_order": 2176, "video": "videos/33ff7618c32a31606c1605dcd13705bfe27de51fd03aac6d2c4daa0372335879.mp4", "video_id": "33ff7618c32a31606c1605dcd13705bfe27de51fd03aac6d2c4daa0372335879"}
{"item_id": "LongTimeScope_398", "benchmark": "LongTimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words.\\n\\nQuestion: What does the girl do after getting off the subway?", "options": ["working out at gym", "attending a class", "working at the office", "meeting with friends", "taking the plane", "visiting parents"], "answer": "A", "answer_idx": 0, "n_options": 6, "chance": 0.166667, "capability": "temporal", "task_class": "_none", "scene_type": "science_experiment_lab", "duration_group": ">30min", "duration_s": 28800.0, "attack_pct": 0.6716228862785595, "license": "unknown", "selection_order": 2177, "video": "videos/e3975e1ef19b80ed0f58a5628534c92dcd1f672ed772ad4a177765f958cb5006.mp4", "video_id": "e3975e1ef19b80ed0f58a5628534c92dcd1f672ed772ad4a177765f958cb5006"}
{"item_id": "S-EMBER_7956", "benchmark": "S-EMBER", "question": "In total, how many elbow pads did I look at?", "options": ["You looked at 1 elbow pad.", "You looked at 4 elbow pads.", "You looked at 3 elbow pads.", "You looked at 2 elbow pads.", "You looked at 10 elbow pads."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.2290886794888343, "license": "CC-BY-NC-4.0", "selection_order": 2183, "video": "videos/40bd26b9e950d2711270afe35d677fc51c5e0210e64ad4ad340800b9a84c4fc0.mp4", "video_id": "40bd26b9e950d2711270afe35d677fc51c5e0210e64ad4ad340800b9a84c4fc0"}
{"item_id": "VideoOdyssey_1931", "benchmark": "VideoOdyssey", "question": "Before the start of the fourth game in the third set, what can we learn from the commentators' analysis?", "options": ["The shoes might have had some impact on Sabalenka.", "Sabalenka's career earnings are close to $30 million.", "Sabalenka has already won two championships this year.", "It has started raining outside the venue now."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "AV/Speech Fact Retrieval", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 8539.393741, "attack_pct": 0.1072350587324125, "license": "CC-BY-NC-SA-4.0", "selection_order": 2184, "video": "videos/f935796b288c5b4b43a3b6ba36e11b53517ee231a5d96930e23ef0adbc6aefeb.mp4", "video_id": "f935796b288c5b4b43a3b6ba36e11b53517ee231a5d96930e23ef0adbc6aefeb"}
{"item_id": "StreamingBench_2364", "benchmark": "StreamingBench", "question": "Which device is placed next to the pilot's seat right now?", "options": ["A GPS device.", "A camera.", "An oxygen mask.", "A water bottle."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "Object Perception", "scene_type": "aerial_drone_urban_navigation", "duration_group": "10-30min", "duration_s": 856.328707, "attack_pct": 0.9181457338324512, "license": "unknown", "selection_order": 2190, "video": "videos/fb33764b39afd8b682b98f7513dea405eb2c08dc3d4fc9ab7c3f6fef32e8e4b1.mp4", "video_id": "fb33764b39afd8b682b98f7513dea405eb2c08dc3d4fc9ab7c3f6fef32e8e4b1"}
{"item_id": "VSI-Super-Wild_46", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] Here are 4 frames captured at different moments in the video. Each frame is shown from a slightly rotated viewpoint (30-60 degrees). Choose the option listing the frames by capture time, from first to last.", "options": ["Frame 1 → Frame 2 → Frame 4 → Frame 3", "Frame 2 → Frame 3 → Frame 4 → Frame 1", "Frame 2 → Frame 1 → Frame 3 → Frame 4", "Frame 3 → Frame 4 → Frame 1 → Frame 2"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VPO", "scene_type": "traffic_driving_accidents", "duration_group": ">30min", "duration_s": 9132.3232, "attack_pct": 0.5152317025945528, "license": "unknown", "selection_order": 2191, "video": "videos/6f4da1cca3eec955ba06d637519cd4215af6f637308eafb2979918f8ca157e43.mp4", "video_id": "6f4da1cca3eec955ba06d637519cd4215af6f637308eafb2979918f8ca157e43"}
{"item_id": "OVO-S-Bench_1010", "benchmark": "OVO-S-Bench", "question": "(Question asked at 347.4 s into the video; 'current' refers to that moment.) Based on the visual flow, is the camera currently translating upward, downward, leftward, rightward, forward, or backward?", "options": ["Translating backward", "Translating leftward", "Translating upward", "Translating rightward", "Translating forward", "Translating downward"], "answer": "D", "answer_idx": 3, "n_options": 6, "chance": 0.166667, "capability": "grounding", "task_class": "1.3.1", "scene_type": "ai_generated_synthetic", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.4391861365689944, "license": "unknown", "selection_order": 2197, "video": "videos/04ef4c0501e931f7a6075a5d187fc5741356a7b48fa43fc29683d068f41d6ac0.mp4", "video_id": "04ef4c0501e931f7a6075a5d187fc5741356a7b48fa43fc29683d068f41d6ac0"}
{"item_id": "LongTimeScope_43", "benchmark": "LongTimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared. I will quiz you about the words afterwards.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["elderberry, kiwi, grape", "nectarine, elderberry, quince", "strawberry, strawberry, apple", "cherry, cherry, strawberry", "cherry, apple, quince", "fig, watermelon, elderberry"], "answer": "E", "answer_idx": 4, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "video_games_software_ui", "duration_group": ">30min", "duration_s": 36000.0, "attack_pct": 0.830313347102104, "license": "unknown", "selection_order": 2198, "video": "videos/363e42a59bd3225e37fc8dad3700b96fda0894d2460adcb7f116fc55b30d7c69.mp4", "video_id": "363e42a59bd3225e37fc8dad3700b96fda0894d2460adcb7f116fc55b30d7c69"}
{"item_id": "S-EMBER_8647", "benchmark": "S-EMBER", "question": "How long was I in the room with the elephant before entering the next section?", "options": ["About 2 minutes and 5 seconds.", "About 1 minute and 30 seconds.", "About 1 minute and 40 seconds.", "About 1 minute and 10 seconds.", "About 1 minute and 15 seconds."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.7117755260100684, "license": "CC-BY-NC-4.0", "selection_order": 2204, "video": "videos/ca4e98ce1b41571e96907019ad00f603f4f0f046cba07ce71eeb281ef76fbeba.mp4", "video_id": "ca4e98ce1b41571e96907019ad00f603f4f0f046cba07ce71eeb281ef76fbeba"}
{"item_id": "VSI-Super-Wild_173", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] At the indicated moment in this clip, which direction is the camera/person moving? (forward = the direction the camera is facing)", "options": ["left", "backward", "forward", "right"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VMR", "scene_type": "aerial_drone_urban_navigation", "duration_group": ">30min", "duration_s": 7538.1, "attack_pct": 0.6844746353427134, "license": "unknown", "selection_order": 2205, "video": "videos/ff23dc7a87f890b5ea8b661384da819138340094fe8b4639a2e999e65a11b2fe.mp4", "video_id": "ff23dc7a87f890b5ea8b661384da819138340094fe8b4639a2e999e65a11b2fe"}
{"item_id": "LongVideoBench_1235", "benchmark": "LongVideoBench", "question": "In the scene, a man is conversing with a woman. They are seated in a colorful room with plants and colorful curtains. The man is sitting on a white chair, and the woman is sitting on a sofa, holding a pillow. The man is wearing a round-neck T-shirt, and the woman is dressed in pink. Both have black hair. What type of outfit is the woman wearing?", "options": ["coat", "suit", "dress", "sweater", "shirt"], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "S2A", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 1008.007, "attack_pct": 0.6779237124048019, "license": "CC-BY-NC-SA-4.0", "selection_order": 2211, "video": "videos/aece7d4103fb8cca2ed6a1ccfd13e9af86d105b75b83692aec141c308fd837f5.mp4", "video_id": "aece7d4103fb8cca2ed6a1ccfd13e9af86d105b75b83692aec141c308fd837f5"}
{"item_id": "LongTimeScope_120", "benchmark": "LongTimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["elderberry, fig, raspberry", "fig, tangerine, strawberry", "tangerine, grape, ugli", "ugli, apple, lemon", "nectarine, strawberry, fig", "fig, lemon, date"], "answer": "B", "answer_idx": 1, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "ai_generated_synthetic", "duration_group": ">30min", "duration_s": 18000.0, "attack_pct": 0.8863995740286562, "license": "unknown", "selection_order": 2212, "video": "videos/4c716b3e1e102a9051e170bb2af88afbd6cd84c6a6cbc39a1b2b6b6d66d1741e.mp4", "video_id": "4c716b3e1e102a9051e170bb2af88afbd6cd84c6a6cbc39a1b2b6b6d66d1741e"}
{"item_id": "validation_Basic_Medical_Science_9:Perception", "benchmark": "VideoMMMU", "question": "In the video, the blue ion channel is _____, the yellow ion channel is ______, and the green ion channel is _________.", "options": ["POTASSIUM ION CHANNEL, SODIUM ION CHANNEL, MECHANICALLY-GATED ION CHANNEL", "MECHANICALLY-GATED ION CHANNEL, POTASSIUM ION CHANNEL, SODIUM ION CHANNEL", "MECHANICALLY-GATED ION CHANNEL, SODIUM ION CHANNEL, POTASSIUM ION CHANNEL", "SODIUM ION CHANNEL, POTASSIUM ION CHANNEL, MECHANICALLY-GATED ION CHANNEL", "SODIUM ION CHANNEL, MECHANICALLY-GATED ION CHANNEL, POTASSIUM ION CHANNEL", "POTASSIUM ION CHANNEL, MECHANICALLY-GATED ION CHANNEL, SODIUM ION CHANNEL"], "answer": "F", "answer_idx": 5, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "Perception", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 793.333333, "attack_pct": 0.3815751258551697, "license": "unknown", "selection_order": 2218, "video": "videos/14ea6c3ad0c18d89cbb4396162c138372744fb64b4cd6508cb58e5d9f3f49bf6.mp4", "video_id": "14ea6c3ad0c18d89cbb4396162c138372744fb64b4cd6508cb58e5d9f3f49bf6"}
{"item_id": "V2P-Bench_979", "benchmark": "V2P-Bench", "question": "What does the animal marked with the doodel compete for?", "options": ["Food.", "Couple.", "Territory", "Status."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "13", "scene_type": "animals_wildlife", "duration_group": ">30min", "duration_s": 2664.071837, "attack_pct": 0.96718891183684, "license": "CC-BY-NC-4.0", "selection_order": 2219, "video": "videos/34bba3071c6a93d38f0dee741ffcd982868a95d005dd7883ba2abdfb1ff139a7.mp4", "video_id": "34bba3071c6a93d38f0dee741ffcd982868a95d005dd7883ba2abdfb1ff139a7"}
{"item_id": "Causal2Needles_589", "benchmark": "Causal2Needles", "question": "What evacuation caused Joel and his girlfriend Aimee to be separated?\nWhen the event that causes the evacuation occurs, what type of weapon is the person holding?", "options": ["A handgun", "A rifle", "A shower rod", "A crossbow"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "2-description/symon", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 600.351927, "attack_pct": 0.65303504582419, "license": "CC-BY-NC-SA-4.0", "selection_order": 2225, "video": "videos/7fc352c16f4f67ea53cb69c5717531d19b006b67b5eb28eeb8233570cf5a365b.mp4", "video_id": "7fc352c16f4f67ea53cb69c5717531d19b006b67b5eb28eeb8233570cf5a365b"}
{"item_id": "VideoOdyssey_980", "benchmark": "VideoOdyssey", "question": "What kind of atmosphere does the content from 01:20:20 to 01:20:23 in the video convey?", "options": ["Moved", "Excited", "Solemn", "Relaxed"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "V/Emotional Reasoning", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 13370.073107, "attack_pct": 0.4341115915838389, "license": "CC-BY-NC-SA-4.0", "selection_order": 2233, "video": "videos/744b5208b1e4c3e4370bff06ae9a63a0e3a79c903d8bf11a7f9a6bb5d295ef7b.mp4", "video_id": "744b5208b1e4c3e4370bff06ae9a63a0e3a79c903d8bf11a7f9a6bb5d295ef7b"}
{"item_id": "LongVideo-Reason-eval_849", "benchmark": "LongVideo-Reason-eval", "question": "What is the most likely purpose of the video, based on the sequence of objects the woman interacts with and her actions?", "options": ["A makeup tutorial focusing on autumn color palettes", "A fashion haul showcasing casual and trendy outfits", "An unboxing and review of beauty subscription box items", "A \"get ready with me\" video preparing for a fall-themed event"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "temporal", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 817.876463, "attack_pct": 0.8827772040789983, "license": "Apache-2.0", "selection_order": 2239, "video": "videos/3c524813ad660e2bef73c64dfc960397b0c8517dab6f12c9364f2695d34c11a5.mp4", "video_id": "3c524813ad660e2bef73c64dfc960397b0c8517dab6f12c9364f2695d34c11a5"}
{"item_id": "VCR-Bench_597", "benchmark": "VCR-Bench", "question": "At 3:15, where was the box that the protagonist moved out of the house opened?", "options": ["The protagonist's companion's home", "The protagonist's home", "On the performance stage", "Performer on the car"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Temporal Spatial Reasoning", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2513.165351, "attack_pct": 0.93007777204079, "license": "unknown", "selection_order": 2240, "video": "videos/998a979e6bb14fb451035dd282d57064006a2fa28b54e1bf0ff47fd38c440447.mp4", "video_id": "998a979e6bb14fb451035dd282d57064006a2fa28b54e1bf0ff47fd38c440447"}
{"item_id": "OVO-S-Bench_1250", "benchmark": "OVO-S-Bench", "question": "(Question asked at 134.0 s into the video; 'current' refers to that moment.) Compared with the immediately preceding moment in the video, which object has newly appeared on the steering wheel in the current view?", "options": ["A teddy bear", "A Golden Retriever", "A yellow parrot", "A bouquet of red roses"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "3.2.1", "scene_type": "industrial_construction_manufacturing", "duration_group": "10-30min", "duration_s": 728.133333, "attack_pct": 0.6108493610429844, "license": "unknown", "selection_order": 2246, "video": "videos/d8aef5791d0d1d73c95ea477a34e3f328ecd30eb15d3492378977200f12b13bc.mp4", "video_id": "d8aef5791d0d1d73c95ea477a34e3f328ecd30eb15d3492378977200f12b13bc"}
{"item_id": "2837", "benchmark": "LVBench", "question": "Which of the following event occurs after the bookoff visit?", "options": ["Buy a beer", "Find a coin-locker", "Eat a spicy ramen", "Explore the Golden Guy bars"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "event understanding", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 2667.810249, "attack_pct": 0.3627936620627339, "license": "CC-BY-NC-SA-4.0", "selection_order": 2247, "video": "videos/0f68be503b5f4eca8ec28a730eface448ced19afcd2c9981a3853fc89d7edebf.mp4", "video_id": "0f68be503b5f4eca8ec28a730eface448ced19afcd2c9981a3853fc89d7edebf"}
{"item_id": "Video-MME-v2_2740", "benchmark": "Video-MME-v2", "question": "Regarding the magician's act of turning a large red shoe into a miniature red shoe and then back to a large one, which of the following statements is the most accurate?", "options": ["Both miniature red shoes produced by the magician were complete shoes.", "The magician turned one miniature red shoe into two, while the other miniature red shoe was hidden in the magician's right hand from the start.", "Two complete large red shoes were used throughout the performance.", "The second miniature red shoe produced by the magician came from a magnetic patch on the first miniature red shoe.", "During the process of shrinking the large red shoe, the box contained a mirror layer; the large red shoe actually remained inside the box, hidden by the mirror.", "The miniature red shoe taken from the shoebox was placed in the box together with the large red shoe initially.", "The pre-tied shoelaces were real, and the magician used extremely thin invisible threads to manipulate the tying action.", "The initial large red shoe was not placed in the box and was shown again at the end."], "answer": "C", "answer_idx": 2, "n_options": 8, "chance": 0.125, "capability": "long_video", "task_class": "_none", "scene_type": "music_dance_performance", "duration_group": "10-30min", "duration_s": 734.379002, "attack_pct": 0.588469730218149, "license": "MIT", "selection_order": 2253, "video": "videos/819e225f4d521f83605a10fa44b3686ff6ade5b405e8dc1d65a1747726a70792.mp4", "video_id": "819e225f4d521f83605a10fa44b3686ff6ade5b405e8dc1d65a1747726a70792"}
{"item_id": "HLV-1K_6607", "benchmark": "HLV-1K", "question": "How does the visual scene change from the beginning to the end of the event sequence from 7.0 to 1880.0 seconds?", "options": ["The scene transitions from a predominantly reddish visual scene to a festive holiday-themed setting.", "The scene transitions from a predominantly reddish visual scene to a black-and-white scene of individuals gathered closely.", "The scene transitions from a predominantly reddish visual scene to a studio setting with foam panels and framed pictures.", "The scene transitions from a predominantly reddish visual scene to a detailed view of the Great Sphinx and the Pyramids of Giza."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "attribute-change", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 1882.418503, "attack_pct": 0.2734122886278559, "license": "MIT", "selection_order": 2254, "video": "videos/33f0e52a3452c2c525417e9db76957fbde5918fe2577d43479d6f306942d2ce1.mp4", "video_id": "33f0e52a3452c2c525417e9db76957fbde5918fe2577d43479d6f306942d2ce1"}
{"item_id": "Video-MME-v2_1350", "benchmark": "Video-MME-v2", "question": "As the candidate continues to actively showcase themselves, the interviewer's core interaction objective undergoes a critical shift. Which description most accurately captures this shift?", "options": ["From openly exploring the candidate's overall profile to taking active control of the interview flow and steering the conversation toward key yet-uncovered evaluation dimensions (e.g., past failures or weaknesses).", "From assessing past performance to evaluating emotional stability and real-time responsiveness under pressure or when challenged.", "From assessing hard skill alignment to evaluating communication style, listening ability, and level of self-awareness.", "From judging \"can they do the job?\" to considering whether their personality complements the existing team and aligns with the company's values (cultural fit).", "From evaluating whether the candidate is qualified to figuring out how to professionally and politely end this spiraling interview as quickly as possible.", "From passively receiving the candidate's information to actively using structured follow-up questions (based on the STAR framework) to verify the authenticity of claimed achievements and the candidate's actual contribution.", "From seeking the candidate's strengths to becoming wary of potential red flags hidden behind \"over-promotion\"-such as collaboration issues, difficulty being managed, or lack of team spirit.", "From one-way qualification screening to, upon recognizing high value, contemplating how to balance the candidate's compensation expectations with the actual resources the position can offer (expectation management)."], "answer": "E", "answer_idx": 4, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 961.594875, "attack_pct": 0.0741738737575835, "license": "MIT", "selection_order": 2260, "video": "videos/944d331af4ae85955228a64a007925ef6790495fe3056ad8fc1948b71e1dacc1.mp4", "video_id": "944d331af4ae85955228a64a007925ef6790495fe3056ad8fc1948b71e1dacc1"}
{"item_id": "HourVideo_415", "benchmark": "HourVideo", "question": "What steps did the camera wearer take before finalizing the woodworking with the wood planer machine?", "options": ["Route the wood planks, organize the tools including spanners and an angle grinder, adjust and use the wood planer machine for finer details.", "Organize the tools including spanners and an angle grinder, and adjust and use the wood planer machine for finer details.", "Route the wood planks, organize the tools including spanners and a drill, adjust and use the wood sander machine for surface finishing.", "Sand the wood planks, organize the tools including screwdrivers and a circular saw, adjust and use the wood planer machine for rough shaping.", "Route the wood planks, organize the tools including spanners and an angle grinder, adjust and use the wood planer machine for finer details, and measure the thickness with calipers."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "reasoning/temporal/prerequisites", "scene_type": "industrial_construction_manufacturing", "duration_group": ">30min", "duration_s": 3567.454362, "attack_pct": 0.1885971989157093, "license": "Apache-2.0", "selection_order": 2261, "video": "videos/cd8ef718e860f9e9e63470a16923cbb85f331672224b0db9257b0eb77aa085ba.mp4", "video_id": "cd8ef718e860f9e9e63470a16923cbb85f331672224b0db9257b0eb77aa085ba"}
{"item_id": "S-EMBER_2155", "benchmark": "S-EMBER", "question": "How do I get back to where I was standing when I saw the second train?", "options": ["Turn around and walk straight, passing the large round building on your left, until you reach the station building.", "Turn left and walk to the end of the display, then turn right to reach the opposite side of the model.", "Retrace your steps along the display, passing the tall buildings and bridge, until you reach the waterfront scene.", "Turn around and walk straight past the book display and shelves until you reach the tall skyscraper on your right.", "Walk around the layout until you reach the rocky mountain section and stop in front of the mural showing a winter scene."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "egocentric", "task_class": "spatial_aware_reasoning", "scene_type": "other", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.5799422357041435, "license": "CC-BY-NC-4.0", "selection_order": 2267, "video": "videos/b68884edcdde8f6a155becbe3522f67a11d46480c6a20db6c5231526605dea3e.mp4", "video_id": "b68884edcdde8f6a155becbe3522f67a11d46480c6a20db6c5231526605dea3e"}
{"item_id": "ScaleLong_1055", "benchmark": "ScaleLong", "question": "How many people had their shoes set on fire during the Legión performance?", "options": ["4 people", "5 people", "6 people", "3 people"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Event", "scene_type": "music_dance_performance", "duration_group": ">30min", "duration_s": 4451.32, "attack_pct": 0.6332370595069059, "license": "unknown", "selection_order": 2268, "video": "videos/16e3960dc7499b6ee4ba1c8709aa9b2b7cca74110b6169d086297bfd600c5cbc.mp4", "video_id": "16e3960dc7499b6ee4ba1c8709aa9b2b7cca74110b6169d086297bfd600c5cbc"}
{"item_id": "Video-MME-v2_1975", "benchmark": "Video-MME-v2", "question": "Based on the video's analysis of \"diagonal pulling\" exercises (such as the pullover), which of the following descriptions is accurate?", "options": ["The video states that diagonal pulling exercises are only suitable for advanced athletes, and beginners should focus exclusively on vertical and horizontal pulling movements.", "The high pulley row is considered the best diagonal pulling movement for training the lower back (erector spinae).", "Based on the video's analysis of \"diagonal pulling\" exercises such as the pullover, the most accurate description is: By moving the arms in an arc along a diagonal plane, this movement provides deep stimulation to the lower latissimus dorsi and serratus anterior, effectively enhancing the visual width of the back.", "According to the video's analysis, \"diagonal pulling\" exercises involve an arc-like movement of the equipment along a diagonal plane across the body, emphasizing trunk rotation and engagement of the core musculature, while requiring the movement path to follow a diagonal trajectory to effectively stimulate the muscle chain.", "According to the video's analysis, \"diagonal pulling\" exercises (such as high-pulley variations of face pulls) primarily work by simulating a compound movement pattern of scapular retraction and downward rotation, effectively activating both the upper back musculature (including the middle and lower trapezius and rhomboids) and the posterior deltoids, while also enhancing shoulder joint co-stability.", "The dumbbell pullover has certain limitations, such as non-constant tension and a mismatch between the strength curve and the resistance curve.", "According to the video's detailed analysis of \"diagonal pulling\" exercises, the core point is that these movements involve resistance training along a diagonal trajectory across the body, typically engaging multiple joints (such as shoulder and hip rotation and extension), and emphasize spiral-force generation through the torso to integrate and strengthen both anterior and posterior myofascial chains-rather than relying solely on straight-line movements in the sagittal plane.", "The video recommends that to build a complete back, every workout must include at least three different diagonal pulling exercises."], "answer": "F", "answer_idx": 5, "n_options": 8, "chance": 0.125, "capability": "hallucination", "task_class": "_none", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 1050.0, "attack_pct": 0.4225668000516329, "license": "MIT", "selection_order": 2274, "video": "videos/46fa8687658b8f600c524b91b077f0b59597022d7176cae6fc49fdd30f60c8b8.mp4", "video_id": "46fa8687658b8f600c524b91b077f0b59597022d7176cae6fc49fdd30f60c8b8"}
{"item_id": "VideoEval-Pro_1151", "benchmark": "VideoEval-Pro", "question": "What character in the courtroom is the man with the gun trying to assassinate the prosecutor in the film clip at the very beginning of the video?", "options": ["Member of the jury.", "Defence counsel.", "Witness.", "Judge."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "_none", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 1821.884082, "attack_pct": 0.7740980379501743, "license": "unknown", "selection_order": 2275, "video": "videos/ad7ab34f01a18738c20faac42952e9b27ca2820262a013067176fb40a2afada8.mp4", "video_id": "ad7ab34f01a18738c20faac42952e9b27ca2820262a013067176fb40a2afada8"}
{"item_id": "StreamingBench_2199", "benchmark": "StreamingBench", "question": "What brand of truck is seen delivering goods on the right side of the road right now?", "options": ["U-Haul.", "Ryder.", "Penske.", "Enterprise."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Text-Rich Understanding", "scene_type": "traffic_driving_accidents", "duration_group": "10-30min", "duration_s": 611.973667, "attack_pct": 0.7588744029947077, "license": "unknown", "selection_order": 2281, "video": "videos/3a2c0cdec6978bff6ffae09d54121255f0c6316be1b21a259923a7d27dae348f.mp4", "video_id": "3a2c0cdec6978bff6ffae09d54121255f0c6316be1b21a259923a7d27dae348f"}
{"item_id": "HLV-1K_8586", "benchmark": "HLV-1K", "question": "What structural elements are supporting the wooden beams in the video frame at 800.0 seconds?", "options": ["Columns.", "Pillars.", "Arches.", "Walls."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "spatial-relationship", "scene_type": "other", "duration_group": ">30min", "duration_s": 2861.255692, "attack_pct": 0.8328465857751388, "license": "MIT", "selection_order": 2282, "video": "videos/cbfaccfe70c346116f4541d1ee134b0e4ccc2682203d9524d0f63eb2a3a4702d.mp4", "video_id": "cbfaccfe70c346116f4541d1ee134b0e4ccc2682203d9524d0f63eb2a3a4702d"}
{"item_id": "StreamingBench_769", "benchmark": "StreamingBench", "question": "What is the visual focus of the scene right now?", "options": ["The setup of a gaming console.", "Two graphics cards on a white surface.", "A close-up of a computer screen.", "A group of people discussing."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Text-Rich Understanding", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 833.619592, "attack_pct": 0.9749822511940106, "license": "unknown", "selection_order": 2288, "video": "videos/3a2172c930e6b35656f0942674aa8dca06fceacfee4f2c43e30a4be364a845cf.mp4", "video_id": "3a2172c930e6b35656f0942674aa8dca06fceacfee4f2c43e30a4be364a845cf"}
{"item_id": "TimeScope_2119", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words.\\n\\nQuestion: What is the girl in red clothes doing in her room?", "options": ["doing homework", "playing video games", "making the bed", "reading books", "doing yoga", "watching TV"], "answer": "C", "answer_idx": 2, "n_options": 6, "chance": 0.166667, "capability": "long_video", "task_class": "_none", "scene_type": "science_experiment_lab", "duration_group": ">30min", "duration_s": 3600.0, "attack_pct": 0.8165660900993933, "license": "unknown", "selection_order": 2289, "video": "videos/01d4e701dd4d49e517350916ef670f0daface766c0288746529e28fa6bd46890.mp4", "video_id": "01d4e701dd4d49e517350916ef670f0daface766c0288746529e28fa6bd46890"}
{"item_id": "VSI-Super-Wild_371", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] Here are 4 frames captured at different moments in the video. Each frame is shown from a slightly rotated viewpoint (30-60 degrees). Choose the option listing the frames by capture time, from first to last.", "options": ["Frame 2 → Frame 4 → Frame 3 → Frame 1", "Frame 1 → Frame 3 → Frame 4 → Frame 2", "Frame 2 → Frame 1 → Frame 4 → Frame 3", "Frame 4 → Frame 2 → Frame 3 → Frame 1"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VPO", "scene_type": "aerial_drone_urban_navigation", "duration_group": "10-30min", "duration_s": 950.313489, "attack_pct": 0.6851442493868595, "license": "unknown", "selection_order": 2295, "video": "videos/a2601220813655e8af95fa1ef1ca23d7e27b1a2c74ba8be1b496fbd25e8e1de4.mp4", "video_id": "a2601220813655e8af95fa1ef1ca23d7e27b1a2c74ba8be1b496fbd25e8e1de4"}
{"item_id": "HLV-1K_7577", "benchmark": "HLV-1K", "question": "How does the camera movement in the gym scene (412.0 to 701.0 seconds) enhance the visibility of the workout area?", "options": ["The camera remains static, focusing only on the two men.", "The camera moves forward to capture the details of the exercise equipment and decorations.", "The camera pans around the gym to show different areas and equipment.", "The camera zooms in on the subtitles to emphasize the dialogue."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "camera-direction", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 2190.268662, "attack_pct": 0.6101232735252355, "license": "MIT", "selection_order": 2296, "video": "videos/85c27bdacd2999fcd36e84ba0adf14627444a2f70926ffaa6be9e944c3692831.mp4", "video_id": "85c27bdacd2999fcd36e84ba0adf14627444a2f70926ffaa6be9e944c3692831"}
{"item_id": "StreamingBench_2721", "benchmark": "StreamingBench", "question": "What color is the car that is in the lead in this competition right now?", "options": ["Black.", "Red and black.", "Yellow and red.", "Green."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Attribute Perception", "scene_type": "ai_generated_synthetic", "duration_group": "10-30min", "duration_s": 874.579592, "attack_pct": 0.8540967471279205, "license": "unknown", "selection_order": 2302, "video": "videos/5c9d4347c7ca50422a1cdab039018998dffbf68a769e37f69914bbbd768c3eb0.mp4", "video_id": "5c9d4347c7ca50422a1cdab039018998dffbf68a769e37f69914bbbd768c3eb0"}
{"item_id": "VideoOdyssey_1334", "benchmark": "VideoOdyssey", "question": "During the time period from 00:05:00 to 00:20:00 in the video, how many traffic lights did the driver pass through?", "options": ["3", "5", "4", "6"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "V/Counting", "scene_type": "traffic_driving_accidents", "duration_group": ">30min", "duration_s": 3621.035828, "attack_pct": 0.6333822770104557, "license": "CC-BY-NC-SA-4.0", "selection_order": 2303, "video": "videos/5933706d0c23e48b6daac49e6e49875070159d8e537bdce36b3a66ffcbda3104.mp4", "video_id": "5933706d0c23e48b6daac49e6e49875070159d8e537bdce36b3a66ffcbda3104"}
{"item_id": "Video-MME-v2_1867", "benchmark": "Video-MME-v2", "question": "During the process of transforming the storage room into its current state, what elements were added in sequence?", "options": ["Various musical instruments, soundproofing materials, microphones, and music production software.", "Blue storage shelves, kimchi jars, farming tools, cookware, and meat products.", "In the blogger's homemade composting system, kitchen waste, dry fallen leaves, moisture, and decomposed dark organic soil were added or appeared in sequence.", "A desk and computer, bookshelves, a printer, and a filing cabinet.", "Blue storage shelves, apples, farming tools, cookware, and meat products.", "Blue storage shelves, pickled vegetables, farming tools, cookware, and meat products.", "Professional fitness equipment, a large mirror, a yoga mat, and sports drinks.", "Red storage shelves, kitchen utensils, tools, storage jars, and vegetables."], "answer": "H", "answer_idx": 7, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 1132.553288, "attack_pct": 0.428593326448948, "license": "MIT", "selection_order": 2309, "video": "videos/a04d54d2e674c88136d5ee4a576fcbe8cacdf7ca3b171253cddb3cad189fa67f.mp4", "video_id": "a04d54d2e674c88136d5ee4a576fcbe8cacdf7ca3b171253cddb3cad189fa67f"}
{"item_id": "LongVideoBench_531", "benchmark": "LongVideoBench", "question": "Which of the following scene sequences is correct?", "options": ["To the left, a man with curly hair tied in a queue, wearing a white uniform, and to his right is a map. A group of soldiers wearing hats and different colored uniforms are riding white, black, and olive horses. On a yellow-green map, two yellow circles are drawn.", "On a yellow-green map, two yellow circles are drawn, a group of soldiers wearing hats and different colored uniforms are riding white, black, and olive horses. To the left, a man with curly hair tied in a queue, wearing a white uniform, and to his right is a map.", "A group of soldiers wearing hats and different colored uniforms are riding white, black, and olive horses. On a yellow-green map, two yellow circles are drawn. To the left, a man with curly hair tied in a queue, wearing a white uniform, and to his right is a map.", "On a yellow-green map, two yellow circles are drawn. To the left, a man with curly hair tied in a queue, wearing a white uniform, and to his right is a map. A group of soldiers wearing hats and different colored uniforms are riding white, black, and olive horses.", "A group of soldiers wearing hats and different colored uniforms are riding white, black, and olive horses. To the left, a man with curly hair tied in a queue, wearing a white uniform, and to his right is a map. On a yellow-green map, two yellow circles are drawn."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "SSS", "scene_type": "video_games_software_ui", "duration_group": ">30min", "duration_s": 1995.88, "attack_pct": 0.8517248612366077, "license": "CC-BY-NC-SA-4.0", "selection_order": 2310, "video": "videos/1c5f601adcc24db079d636a2ca5acfbc25c8c56947981f70363467fd145778d6.mp4", "video_id": "1c5f601adcc24db079d636a2ca5acfbc25c8c56947981f70363467fd145778d6"}
{"item_id": "S-EMBER_3984", "benchmark": "S-EMBER", "question": "Where did I put the plastic container with scraps after I finished cutting the chicken?", "options": ["On the middle shelf of the refrigerator with the lid snapped on.", "On the countertop beside the sink, left of the cutting board.", "In the sink along with the rest of the dirty dishes.", "In the gray trash bin where you threw the scraps away.", "In the black trash can close to the kitchen entrance."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "location_trace", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.1156254033819543, "license": "CC-BY-NC-4.0", "selection_order": 2316, "video": "videos/832ab2c6ab6d60e0712b757b24a686a8f9b369535e2d88b292df330b484bfad3.mp4", "video_id": "832ab2c6ab6d60e0712b757b24a686a8f9b369535e2d88b292df330b484bfad3"}
{"item_id": "ScaleLong_816", "benchmark": "ScaleLong", "question": "What was Mozart's favorite instrument?", "options": ["Viola", "Piano", "Violin", "Flute"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Video Shot", "scene_type": "aerial_drone_urban_navigation", "duration_group": ">30min", "duration_s": 4206.958333, "attack_pct": 0.9164515296243708, "license": "unknown", "selection_order": 2317, "video": "videos/feca99d5085e10c04f0860979fcc9c011dc51b544fb2d712cf39dc0a15b5f3ff.mp4", "video_id": "feca99d5085e10c04f0860979fcc9c011dc51b544fb2d712cf39dc0a15b5f3ff"}
{"item_id": "VideoMathQA_1006", "benchmark": "VideoMathQA", "question": "According to the data analysis shown, what was the child survival rate in India in the year 1999?", "options": ["90", "98"], "answer": "A", "answer_idx": 0, "n_options": 2, "chance": 0.5, "capability": "knowledge", "task_class": "Chart", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 1193.361633, "attack_pct": 0.8666177229895443, "license": "Apache-2.0", "selection_order": 2323, "video": "videos/94768bfb563ded5cf3b3e4849890e532df15736c39c11875392f7ad4f1d724de.mp4", "video_id": "94768bfb563ded5cf3b3e4849890e532df15736c39c11875392f7ad4f1d724de"}
{"item_id": "LongVideoBench_467", "benchmark": "LongVideoBench", "question": "There are two people holding a book and a pen, wearing khaki outerwear and hats. There is a tank between them. On the tank, there is a person wearing black clothes. When the subtitle 'the next day two Italian War' appears, what color is the book the person on the left is holding?", "options": ["red", "green", "yellow", "black", "white"], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "T2A", "scene_type": "ai_generated_synthetic", "duration_group": ">30min", "duration_s": 2853.833333, "attack_pct": 0.5791838776300503, "license": "CC-BY-NC-SA-4.0", "selection_order": 2324, "video": "videos/d2fac23764ff49a7029926e640cefe6300c3b0ebceea7e28c1fd4e5e17938e05.mp4", "video_id": "d2fac23764ff49a7029926e640cefe6300c3b0ebceea7e28c1fd4e5e17938e05"}
{"item_id": "LongVideo-Reason-eval_734", "benchmark": "LongVideo-Reason-eval", "question": "Which actor is **not** depicted in a grocery store scene at any point in the video, based on the video?", "options": ["Ryan Gosling", "Will Ferrell", "Mark Wahlberg", "Jason Bateman"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "temporal", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 818.433741, "attack_pct": 0.8526284368142507, "license": "Apache-2.0", "selection_order": 2330, "video": "videos/415cffeb7368215611e31b8660fe9fd84ec5b0f83945f995d9336dfb562b2e03.mp4", "video_id": "415cffeb7368215611e31b8660fe9fd84ec5b0f83945f995d9336dfb562b2e03"}
{"item_id": "Video-MME_2613", "benchmark": "Video-MME", "question": "What is the video regarding?", "options": ["How to take care of animals.", "Saving animals.", "People play with animals.", "Performance of baby animals."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Information Synopsis", "scene_type": "animals_wildlife", "duration_group": ">30min", "duration_s": 1932.062766, "attack_pct": 0.9950787401574804, "license": "unknown", "selection_order": 2331, "video": "videos/1909d7636c381a7569d0053971901e94051a4410f850a67265ef746ebebcb3ea.mp4", "video_id": "1909d7636c381a7569d0053971901e94051a4410f850a67265ef746ebebcb3ea"}
{"item_id": "MME-VideoOCR_685", "benchmark": "MME-VideoOCR", "question": "If one person ordered 1 Quattro Formaggi pizza and 1 Rosette bread at the restaurant and brought € 10, which of the following is correct?", "options": ["His money is just enough, he doesn't need to change or make up for it.", "He will retrieve € 5.00.", "He doesn't have enough money, he still needs € 1.00.", "He will retrieve €5.60."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Robust_Video_Testing/long_video", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1371.572948, "attack_pct": 0.8389295856460566, "license": "CC-BY-NC-4.0", "selection_order": 2337, "video": "videos/7aace915f225ef08880df5ab7194cf22c6acc52deb013cfd589c233badefeddb.mp4", "video_id": "7aace915f225ef08880df5ab7194cf22c6acc52deb013cfd589c233badefeddb"}
{"item_id": "3382", "benchmark": "LVBench", "question": "How many spoonfuls of sauce are placed on the two plates from 09:13-09:30?", "options": ["3", "1", "2", "4"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "temporal grounding", "scene_type": "cooking_food", "duration_group": ">30min", "duration_s": 2499.256599, "attack_pct": 0.3552665547954047, "license": "CC-BY-NC-SA-4.0", "selection_order": 2338, "video": "videos/c4498a8f4c81f4e3e93b70284c4f430b6235b3077627bdc5acc5f1a16dfb85d6.mp4", "video_id": "c4498a8f4c81f4e3e93b70284c4f430b6235b3077627bdc5acc5f1a16dfb85d6"}
{"item_id": "LongVideoBench_837", "benchmark": "LongVideoBench", "question": "What color pants is the woman, who is walking away from the camera on a street decorated with red lanterns, wearing when she says in the subtitles 'me to try the viral TikTok Foods in' while wearing a brown top and with long hair?", "options": ["Gray", "Black", "Blue", "White", "Olive"], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "T2A", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 1489.96, "attack_pct": 0.5559329417839164, "license": "CC-BY-NC-SA-4.0", "selection_order": 2344, "video": "videos/4ab0c1ffef95f3a321f23b617e07143a02fef96e3b971199688bfe9e37faa3f6.mp4", "video_id": "4ab0c1ffef95f3a321f23b617e07143a02fef96e3b971199688bfe9e37faa3f6"}
{"item_id": "HLV-1K_4584", "benchmark": "HLV-1K", "question": "What was the man doing before he started handling the black computer component?", "options": ["He was interacting with computer monitors displaying technical data.", "He was examining a black rectangular object closely.", "He was managing small cardboard boxes.", "He was adjusting a cooling system."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal-relationship", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 5573.601814, "attack_pct": 0.447148896346973, "license": "MIT", "selection_order": 2345, "video": "videos/972ac015a5592ed25628627df0cf70bb706c5f82788f2c86ba5b2dfcd01c5697.mp4", "video_id": "972ac015a5592ed25628627df0cf70bb706c5f82788f2c86ba5b2dfcd01c5697"}
{"item_id": "Video-MME-v2_2083", "benchmark": "Video-MME-v2", "question": "How many images does the video use to illustrate the growth process of king oyster mushroom mycelium?", "options": ["8.", "The video uses five images to illustrate the growth process of king oyster mushroom mycelium.", "4.", "2.", "7.", "3.", "6.", "5."], "answer": "C", "answer_idx": 2, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "industrial_construction_manufacturing", "duration_group": "10-30min", "duration_s": 921.274921, "attack_pct": 0.764102233122499, "license": "MIT", "selection_order": 2351, "video": "videos/04c00d0c0d47281717bfc67da4f93c516969847573ff9a77467c3dfa6cc06344.mp4", "video_id": "04c00d0c0d47281717bfc67da4f93c516969847573ff9a77467c3dfa6cc06344"}
{"item_id": "VURB_564", "benchmark": "VURB", "question": "What happens from 37:30-38:05?", "options": ["The man visits the places that he and the woman have been to before", "The man visits the new places", "The man visits the places that he and the woman have been to before, would like to go to, and new places", "The man visits the places that he and the woman would like to go to"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Multiple Choice Question", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 3296.126167, "attack_pct": 0.50165386601265, "license": "unknown", "selection_order": 2352, "video": "videos/80d6d29a9b76e0f7b6db424b0e2f0ed117119d82887f9e68aa76c86b8421f05e.mp4", "video_id": "80d6d29a9b76e0f7b6db424b0e2f0ed117119d82887f9e68aa76c86b8421f05e"}
{"item_id": "OVO-S-Bench_663", "benchmark": "OVO-S-Bench", "question": "(Question asked at 431.1 s into the video; 'current' refers to that moment.) At the current moment, where is the '20' speed limit sign located relative to the camera, outside the current view?", "options": ["Out of view in front of the camera / beyond the current view", "Out of view to the left", "Out of view behind the camera", "Out of view to the right"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "2.2.1", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 3802.755193, "attack_pct": 0.4075045178778882, "license": "unknown", "selection_order": 2359, "video": "videos/7578496012a39a9c1174d410a8923bb42628531eae797bce8b4889ef66f84864.mp4", "video_id": "7578496012a39a9c1174d410a8923bb42628531eae797bce8b4889ef66f84864"}
{"item_id": "VideoEval-Pro_309", "benchmark": "VideoEval-Pro", "question": "When does the construction of the highway start, as described by the man in his first viewpoint at the beginning of the video?", "options": ["1919.", "1922.", "1999.", "1990."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "_none", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 786.738503, "attack_pct": 0.917887569381696, "license": "unknown", "selection_order": 2365, "video": "videos/b14ffd6e40bd01cdf73f821470ac6c6822c9695d231ffb9bb009fe089858c848.mp4", "video_id": "b14ffd6e40bd01cdf73f821470ac6c6822c9695d231ffb9bb009fe089858c848"}
{"item_id": "ScaleLong_1034", "benchmark": "ScaleLong", "question": "What did they open before removing their braces?", "options": ["Mermaid toy", "Gift", "Box", "Drawer"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Story", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 4275.633333, "attack_pct": 0.4439541112688783, "license": "unknown", "selection_order": 2366, "video": "videos/8b2ec1c4c27e1d94087dbe71f28a89d98ba84f8f096732c8b540ff9ee7c7128a.mp4", "video_id": "8b2ec1c4c27e1d94087dbe71f28a89d98ba84f8f096732c8b540ff9ee7c7128a"}
{"item_id": "S-EMBER_1906", "benchmark": "S-EMBER", "question": "How long have I been going since the last time I stopped?", "options": ["You have been going for a few seconds since the last time you stopped.", "You were moving a total of 41 seconds since you last stopped.", "It’s been a little over four minutes since you last stopped.", "You have been moving for about one minute since your last stop.", "You have been going for 81 seconds since the last time you stopped."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "other", "duration_group": "10-30min", "duration_s": 607.416667, "attack_pct": 0.6156334710210404, "license": "CC-BY-NC-4.0", "selection_order": 2372, "video": "videos/12f6171ca14eda4eecdae6a745b4bcae377c1fac9c562e5043ffb784a0dece53.mp4", "video_id": "12f6171ca14eda4eecdae6a745b4bcae377c1fac9c562e5043ffb784a0dece53"}
{"item_id": "S-EMBER_622", "benchmark": "S-EMBER", "question": "Which exercise did I perform right before doing burpees?", "options": ["Forward lunges.", "Body-weight squats.", "Standard push-ups.", "Jumping jacks.", "Leg stretches."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "sequential_action", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 600.083333, "attack_pct": 0.1357299599845101, "license": "CC-BY-NC-4.0", "selection_order": 2379, "video": "videos/8e7aa3bc882ac89a21681b01c3d514fff29bbd4660f87856ab83d14080afc54e.mp4", "video_id": "8e7aa3bc882ac89a21681b01c3d514fff29bbd4660f87856ab83d14080afc54e"}
{"item_id": "V2P-Bench_88", "benchmark": "V2P-Bench", "question": "Why doesn't the dancer highlighted by the scribble have hair?", "options": ["Because they cut their hair short", "Because they wrapped their hair in tights", "Because they are a buzz cut", "Because they shaved their heads"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "17", "scene_type": "music_dance_performance", "duration_group": ">30min", "duration_s": 5023.76, "attack_pct": 0.4010423389699238, "license": "CC-BY-NC-4.0", "selection_order": 2380, "video": "videos/478fb36054dc6fcfbae821a802a21f62d8696f979a5ff45f8d71165ccedb6b36.mp4", "video_id": "478fb36054dc6fcfbae821a802a21f62d8696f979a5ff45f8d71165ccedb6b36"}
{"item_id": "VideoMathQA_1036", "benchmark": "VideoMathQA", "question": "Between which months did NVIDIA's chip manufacturer experience the most significant growth in shares?", "options": ["November 2022 - December 2022", "February 2023 - March 2023"], "answer": "A", "answer_idx": 0, "n_options": 2, "chance": 0.5, "capability": "grounding", "task_class": "Chart", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 4190.399229, "attack_pct": 0.6694365560862269, "license": "Apache-2.0", "selection_order": 2387, "video": "videos/8ba69678bfd99418948bd3a2debe8e2c64841d5c8f6d7f7c7b3e6737c57fa19e.mp4", "video_id": "8ba69678bfd99418948bd3a2debe8e2c64841d5c8f6d7f7c7b3e6737c57fa19e"}
{"item_id": "ViMUL-Bench_5817", "benchmark": "ViMUL-Bench", "question": "ක්රීඩකයා මෝටර් රථ කීයක් භාවිතා කරයිද?", "options": ["4", "1", "3", "2"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "_none", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 600.003628, "attack_pct": 0.8555892603588486, "license": "CC-BY-SA-4.0", "selection_order": 2393, "video": "videos/2af85396bd0979beb606fe88f66e4c2fba9bc075419b04f6cdf70ef26ec7d78e.mp4", "video_id": "2af85396bd0979beb606fe88f66e4c2fba9bc075419b04f6cdf70ef26ec7d78e"}
{"item_id": "HourVideo_908", "benchmark": "HourVideo", "question": "What if the camera wearer had used a screwdriver instead for the third step of the reparation task?", "options": ["It would not have been an appropriate alternative to loosen the right lever clamp compared to using the WD-40 spray.", "It would not have been an appropriate alternative to loosen the right lever clamp compared to using the wrench.", "It would not have been an appropriate alternative to loosen the left lever clamp compared to using the wrench.", "The camera wearer did use a screwdriver for the third step of the reparation task.", "It would not have been an appropriate alternative to loosen the left lever clamp compared to using the WD-40 spray."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "egocentric", "task_class": "reasoning/counterfactual", "scene_type": "other", "duration_group": ">30min", "duration_s": 1966.166667, "attack_pct": 0.4187992125984252, "license": "Apache-2.0", "selection_order": 2394, "video": "videos/5abd399106e15f7d65a30b86f40dbb98ace3ca876e0820d4795bf8364d4e1739.mp4", "video_id": "5abd399106e15f7d65a30b86f40dbb98ace3ca876e0820d4795bf8364d4e1739"}
{"item_id": "StreamingBench_2326", "benchmark": "StreamingBench", "question": "What colors are the pilot's handheld being controlled right now?", "options": ["Black.", "Red and green.", "Yellow and blue.", "Black and orange."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Attribute Perception", "scene_type": "aerial_drone_urban_navigation", "duration_group": "10-30min", "duration_s": 693.459433, "attack_pct": 0.9346763263198656, "license": "unknown", "selection_order": 2400, "video": "videos/681e08b88d9fb7420f6b3a40fa872e7459688e4a1e70031c4ee722626c3c68ce.mp4", "video_id": "681e08b88d9fb7420f6b3a40fa872e7459688e4a1e70031c4ee722626c3c68ce"}
{"item_id": "LongTimeScope_379", "benchmark": "LongTimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words.\\n\\nQuestion: What does the girl do after getting off the subway?", "options": ["working out at gym", "attending a class", "working at the office", "meeting with friends", "taking the plane", "visiting parents"], "answer": "A", "answer_idx": 0, "n_options": 6, "chance": 0.166667, "capability": "temporal", "task_class": "_none", "scene_type": "science_experiment_lab", "duration_group": ">30min", "duration_s": 28800.0, "attack_pct": 0.798147670065832, "license": "unknown", "selection_order": 2401, "video": "videos/ecd384ddd555c3303d644ee443cf4341cc2048b314b6dcc8fd49498dc2098f0e.mp4", "video_id": "ecd384ddd555c3303d644ee443cf4341cc2048b314b6dcc8fd49498dc2098f0e"}
{"item_id": "UrbanVideo-Bench_58", "benchmark": "UrbanVideo-Bench", "question": "How does the distance between you and the rooftop with solar panels in the residential area change after you descend to street level?", "options": ["The distance between me and the rooftop increases.", "The distance between me and the rooftop remains the same.", "The distance between me and the rooftop decreases."], "answer": "A", "answer_idx": 0, "n_options": 3, "chance": 0.333333, "capability": "spatial", "task_class": "Proximity", "scene_type": "ai_generated_synthetic", "duration_group": "10-30min", "duration_s": 703.95, "attack_pct": 0.921251774880599, "license": "MIT", "selection_order": 2407, "video": "videos/2d4efa34eafa110cbe27f2078f31268033593e5643c3677fa1452676439c1028.mp4", "video_id": "2d4efa34eafa110cbe27f2078f31268033593e5643c3677fa1452676439c1028"}
{"item_id": "3935", "benchmark": "LVBench", "question": "Summarize the changes of the score for the second game", "options": ["Lee Chong Wei takes the lead at the beginning but later is overtaken by Lin Dan", "Lee Chong Wei is always in the lead and never be tied or surpassed", "The race situation is tense, Lee Chong Wei and Lin Dan are neck and neck", "Lin Dan is always in the lead and never be tied or surpassed"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "summarization", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 5752.52, "attack_pct": 0.174720859687621, "license": "CC-BY-NC-SA-4.0", "selection_order": 2408, "video": "videos/082c70d1c9d4800dcddf5d831539809c24aff33124e1a342237951ab6ef2fd9c.mp4", "video_id": "082c70d1c9d4800dcddf5d831539809c24aff33124e1a342237951ab6ef2fd9c"}
{"item_id": "K9-Bench_2190", "benchmark": "K9-Bench", "question": "Describe the tail position and overall body posture of the puppies immediately after being lifted out of the water and held by the human.", "options": ["Puppies have neutral wagging tails, relaxed bodies against chest, and lick human's face/chin.", "Puppies have limp tails, relaxed bodies against chest, and rub head against human's shoulder.", "Puppies have curled tails with slow wag, relaxed bodies against chest, and nuzzle neck/ear.", "Puppies have tails on human's arm, supple bodies against chest, and mouth human's hand/sleeve.", "Puppies have tails tucked against belly, settled bodies against chest, and lick human's hand softly."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "posture analysis", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 1002.080363, "attack_pct": 0.3810103911191429, "license": "CC-BY-NC-4.0", "selection_order": 2414, "video": "videos/ec9da5b239f2a796e3e689af03602fd98710584e66110e46ac0c77e677192820.mp4", "video_id": "ec9da5b239f2a796e3e689af03602fd98710584e66110e46ac0c77e677192820"}
{"item_id": "OVO-S-Bench_1607", "benchmark": "OVO-S-Bench", "question": "(Question asked at 197.7 s into the video; 'current' refers to that moment.) Assuming the car is facing north at the beginning of the video, what is the orientation of Area A relative to Area B?", "options": ["northwest", "northeast", "southeast", "southwest"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "4.1", "scene_type": "traffic_driving_accidents", "duration_group": ">30min", "duration_s": 1973.566667, "attack_pct": 0.5632018846004905, "license": "unknown", "selection_order": 2415, "video": "videos/910255fea69c726de2152e52596cbe8a496a5b5f502c34ea42e9de9f552191f9.mp4", "video_id": "910255fea69c726de2152e52596cbe8a496a5b5f502c34ea42e9de9f552191f9"}
{"item_id": "StreamingBench_416", "benchmark": "StreamingBench", "question": "How much time does the person have left to complete their task according to the producer?", "options": ["5 minutes 30 seconds.", "7 minutes 30 seconds.", "8 minutes 30 seconds.", "9 minutes 30 seconds."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Text-Rich Understanding", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 712.063129, "attack_pct": 0.6543500709952239, "license": "unknown", "selection_order": 2421, "video": "videos/d66e870bda57e0a2d21557cb8bdd8c306332f3e98cb3a9aee5b5c8217f023145.mp4", "video_id": "d66e870bda57e0a2d21557cb8bdd8c306332f3e98cb3a9aee5b5c8217f023145"}
{"item_id": "ScaleLong_1470", "benchmark": "ScaleLong", "question": "Observe the timer at the top of the screen and summarize its display pattern.", "options": ["Countdown during the night, and upcount during the day", "Countdown during the first night, and upcount after that", "Upcount regardless of night or day", "Countdown regardless of night or day"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Shot", "scene_type": "video_games_software_ui", "duration_group": ">30min", "duration_s": 9194.821746, "attack_pct": 0.489689557247967, "license": "unknown", "selection_order": 2422, "video": "videos/95e44976f1c6c72ad0d5bf5c8a59b88af0f6f50b5dbba1761280ba09ceb26b36.mp4", "video_id": "95e44976f1c6c72ad0d5bf5c8a59b88af0f6f50b5dbba1761280ba09ceb26b36"}
{"item_id": "LongVideoBench_529", "benchmark": "LongVideoBench", "question": "In the top right corner of the video, there are two minimized screens with women. On a white background, there are four formulas. After the subtitle 'so check next thing we look at is just' appears, what does the woman in the top right corner wearing a gray short sleeve and glasses do?", "options": ["Takes off her glasses", "Supports her face with one hand", "Stretches her waist", "Holds her glasses with one hand", "One hand grabs a handful of hair, the other hand touches her head"], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "T3E", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 1257.689767, "attack_pct": 0.4002033045049696, "license": "CC-BY-NC-SA-4.0", "selection_order": 2428, "video": "videos/7766986cfc7d7d492981bc8740da12bf8ea74936b009a8bd841a8ee847e925bd.mp4", "video_id": "7766986cfc7d7d492981bc8740da12bf8ea74936b009a8bd841a8ee847e925bd"}
{"item_id": "VSI-Super-Wild_13", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] Here are 4 frames captured at different moments in the video. Each frame is shown from a slightly rotated viewpoint (30-60 degrees). Choose the option listing the frames by capture time, from first to last.", "options": ["Frame 2 → Frame 3 → Frame 4 → Frame 1", "Frame 3 → Frame 4 → Frame 1 → Frame 2", "Frame 2 → Frame 4 → Frame 1 → Frame 3", "Frame 4 → Frame 1 → Frame 3 → Frame 2"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VPO", "scene_type": "aerial_drone_urban_navigation", "duration_group": ">30min", "duration_s": 7538.1, "attack_pct": 0.7893055376274687, "license": "unknown", "selection_order": 2429, "video": "videos/ff23dc7a87f890b5ea8b661384da819138340094fe8b4639a2e999e65a11b2fe.mp4", "video_id": "ff23dc7a87f890b5ea8b661384da819138340094fe8b4639a2e999e65a11b2fe"}
{"item_id": "LongVideoBench_514", "benchmark": "LongVideoBench", "question": "On the wooden couch, there is a small red wooden scroll-shaped table with an open book on it, and the caption 'the little scroll table on the couch is' appears. What is the object that appears next?", "options": ["beehive-shaped window in the courtyard", "sign with Chinese characters", "worker wearing a safety helmet with the Chinese flag", "silver nail-shaped object", "goldfish swimming in the pond"], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "T3O", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 1735.4337, "attack_pct": 0.3462630695753195, "license": "CC-BY-NC-SA-4.0", "selection_order": 2435, "video": "videos/fb4daaf49ddad9ce08304321d01d4e5e00e3ec52e26394b0c904c5aba2b75fa8.mp4", "video_id": "fb4daaf49ddad9ce08304321d01d4e5e00e3ec52e26394b0c904c5aba2b75fa8"}
{"item_id": "ScaleLong_785", "benchmark": "ScaleLong", "question": "How many of Einstein's relatives were mentioned at the beginning of the film?", "options": ["3", "4", "5", "2"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Video Event", "scene_type": "ai_generated_synthetic", "duration_group": ">30min", "duration_s": 3770.041667, "attack_pct": 0.8146379243578159, "license": "unknown", "selection_order": 2436, "video": "videos/467dad54c2018a9c7290822f6f41c2dabba08ee689fdd83b6ad3ade4aef3dff8.mp4", "video_id": "467dad54c2018a9c7290822f6f41c2dabba08ee689fdd83b6ad3ade4aef3dff8"}
{"item_id": "OVO-S-Bench_1085", "benchmark": "OVO-S-Bench", "question": "(Question asked at 80.3 s into the video; 'current' refers to that moment.) What is the color of the lid on the lunchbox sitting on top of the microwave?", "options": ["Green", "White", "Black", "Blue"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "2.2.2", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1092.221029, "attack_pct": 0.3691106234671485, "license": "unknown", "selection_order": 2442, "video": "videos/c91a923245b7722838a6b326d0409c0213fedea0df0334fe3c6b0af84a11b226.mp4", "video_id": "c91a923245b7722838a6b326d0409c0213fedea0df0334fe3c6b0af84a11b226"}
{"item_id": "HLV-1K_7043", "benchmark": "HLV-1K", "question": "How does the camera move throughout the video from 101.0 to 4476.0 seconds?", "options": ["The camera remains stationary.", "The camera moves closer to the dog.", "The camera pans around the room.", "The camera zooms in and out on various objects."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "long_video", "task_class": "camera-direction", "scene_type": "animals_wildlife", "duration_group": ">30min", "duration_s": 4580.066395, "attack_pct": 0.5266554795404673, "license": "MIT", "selection_order": 2443, "video": "videos/8ed05d0fe7e5a871f82684aa242c97a92a108fab8fc2f49c15d4b622745ae6ef.mp4", "video_id": "8ed05d0fe7e5a871f82684aa242c97a92a108fab8fc2f49c15d4b622745ae6ef"}
{"item_id": "MME-VideoOCR_679", "benchmark": "MME-VideoOCR", "question": "According to the product listings on the website shown in the video, which of the following statements is correct?", "options": ["The \"Limited Edition Notebook + Mug + Keychain\" is more expensive than the \"FHI Color Guide, Limited Edition Color of the Year 2025\".", "The \"Pantone Solid Chips | Coated & Uncoated\" is priced higher than the \"Solid Color Set – Formula Guide & Solid Chips\".", "The \"Pantone Portable Guide Studio\" costs more than both the \"Solid Color Set\" and the \"Pantone Solid Chips\".", "The \"Formula Guide, Limited Edition Pantone Color of the Year 2025\" is priced at $286.00."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Robust_Video_Testing/long_video", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 1355.669116, "attack_pct": 0.8119433329030592, "license": "CC-BY-NC-4.0", "selection_order": 2449, "video": "videos/1c7737217641237c9c1ec44171b690a1d6fc42f91a8cf4802cce107762aedd66.mp4", "video_id": "1c7737217641237c9c1ec44171b690a1d6fc42f91a8cf4802cce107762aedd66"}
{"item_id": "ScaleLong_1013", "benchmark": "ScaleLong", "question": "What was added to the fried sauce noodles in a stone pot after shrimp, in addition to corn kernels?", "options": ["Carrots", "Tofu", "Corn kernels", "Mushrooms"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Video Shot", "scene_type": "cooking_food", "duration_group": ">30min", "duration_s": 4182.982983, "attack_pct": 0.4352168581386343, "license": "unknown", "selection_order": 2450, "video": "videos/a68d3037645bd0587483fec27c1c1beab0c406c5b151b9635213ebf003ec9f6e.mp4", "video_id": "a68d3037645bd0587483fec27c1c1beab0c406c5b151b9635213ebf003ec9f6e"}
{"item_id": "OVO-S-Bench_1247", "benchmark": "OVO-S-Bench", "question": "(Question asked at 10.0 s into the video; 'current' refers to that moment.) Compared with the immediately preceding moment in the video, which object has newly appeared on the White mortar mixer in the current view?", "options": ["A Golden Retriever", "A Hello Kitty", "A red umbrella", "A Homer Simpson"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "3.2.1", "scene_type": "industrial_construction_manufacturing", "duration_group": "10-30min", "duration_s": 728.133333, "attack_pct": 0.7521943978314186, "license": "unknown", "selection_order": 2456, "video": "videos/d8aef5791d0d1d73c95ea477a34e3f328ecd30eb15d3492378977200f12b13bc.mp4", "video_id": "d8aef5791d0d1d73c95ea477a34e3f328ecd30eb15d3492378977200f12b13bc"}
{"item_id": "2498", "benchmark": "LVBench", "question": "What position on the stage is the second person demonstrating the operation standing?", "options": ["Directly facing the left side of the stage", "Close to the center of the stage", "Near the audience on the right side", "At the back of the stage"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "event understanding", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 5867.33424, "attack_pct": 0.4217116303085065, "license": "CC-BY-NC-SA-4.0", "selection_order": 2457, "video": "videos/46aaa356e1023e920d80097591d795e009ce8fdd390a173971e0cae6e5e9c6a2.mp4", "video_id": "46aaa356e1023e920d80097591d795e009ce8fdd390a173971e0cae6e5e9c6a2"}
{"item_id": "S-EMBER_6121", "benchmark": "S-EMBER", "question": "How long did I spend in front of the table of blankets?", "options": ["You spent 3 seconds in front of the table of blankets.", "You spent 26 seconds in front of the table of blankets.", "You spent roughly 1 minute in front of the table of blankets.", "You spent 21 seconds in front of the table of blankets.", "You spent 10 seconds in front of the table of blankets."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "music_dance_performance", "duration_group": "10-30min", "duration_s": 600.416667, "attack_pct": 0.8849716019104169, "license": "CC-BY-NC-4.0", "selection_order": 2463, "video": "videos/b7251548bfdd57032f3e1c9f5f13c0cd2ea2642154809593b62235a70ba996bf.mp4", "video_id": "b7251548bfdd57032f3e1c9f5f13c0cd2ea2642154809593b62235a70ba996bf"}
{"item_id": "VideoMathQA_1757", "benchmark": "VideoMathQA", "question": "In which year did Macomb County's voting margin show the least bellwether behavior?", "options": ["2004", "2000", "2012", "1996", "2008"], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Chart", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 1086.178322, "attack_pct": 0.5307215696398606, "license": "Apache-2.0", "selection_order": 2470, "video": "videos/8d82fbba6db22a4f535ea08e0144e9e14ffe742704ed668644d18a6e66807aeb.mp4", "video_id": "8d82fbba6db22a4f535ea08e0144e9e14ffe742704ed668644d18a6e66807aeb"}
{"item_id": "V2P-Bench_159", "benchmark": "V2P-Bench", "question": "Why does the person highlighted with the arrow not take the Narita express?", "options": ["Because the person is a foreigner", "Because the person comes too late and misses the train time", "Because the train is suspended", "Because the person does not make a reservation"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "1", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 2667.801134, "attack_pct": 0.8437540338195431, "license": "CC-BY-NC-4.0", "selection_order": 2471, "video": "videos/855867fbb53798d73e1ccf4e6638013b0683eb9b72b3e3e944c23763179da961.mp4", "video_id": "855867fbb53798d73e1ccf4e6638013b0683eb9b72b3e3e944c23763179da961"}
{"item_id": "S-EMBER_7500", "benchmark": "S-EMBER", "question": "Where did my friend put his white chips after he moved them?", "options": ["He placed the white chips in the center of the table.", "He placed the white chips beside the black chips.", "He did not move the white chips from their spot.", "He put the white chips back into the open case.", "He lined the white chips up with the other colors."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "location_trace", "scene_type": "other", "duration_group": "10-30min", "duration_s": 600.166667, "attack_pct": 0.6290580224603072, "license": "CC-BY-NC-4.0", "selection_order": 2477, "video": "videos/3f37d857fb1b3fa49c91c6dabf092292411b742ea483a449bfaf0d3cbdfb9d3a.mp4", "video_id": "3f37d857fb1b3fa49c91c6dabf092292411b742ea483a449bfaf0d3cbdfb9d3a"}
{"item_id": "TimeScope_195", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["date, date, tangerine", "tangerine, banana, mango", "strawberry, watermelon, mango", "date, elderberry, kiwi", "banana, quince, tangerine", "nectarine, tangerine, honeydew"], "answer": "B", "answer_idx": 1, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 1800.0, "attack_pct": 0.6593762101458629, "license": "unknown", "selection_order": 2478, "video": "videos/6c51e3cbc2773b3445582f81177522a601fc80f0a1c110c121884529e63af7f5.mp4", "video_id": "6c51e3cbc2773b3445582f81177522a601fc80f0a1c110c121884529e63af7f5"}
{"item_id": "StreamingBench_1522", "benchmark": "StreamingBench", "question": "What event are the players celebrating right now?", "options": ["Scoring the first goal.", "Winning the game.", "A penalty kick.", "Equalizing the score."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Event Understanding", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 1063.566803, "attack_pct": 0.6063314831547696, "license": "unknown", "selection_order": 2484, "video": "videos/bb27676aa6719f356a77e044d71e51749a54247ee3bc6bf8bbea977a8522d5cb.mp4", "video_id": "bb27676aa6719f356a77e044d71e51749a54247ee3bc6bf8bbea977a8522d5cb"}
{"item_id": "StreamingBench_2192", "benchmark": "StreamingBench", "question": "What is the speed limit indicated on the \"Share the Road\" sign right now?", "options": ["10 MPH.", "15 MPH.", "20 MPH.", "5 MPH."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Text-Rich Understanding", "scene_type": "traffic_driving_accidents", "duration_group": "10-30min", "duration_s": 622.405117, "attack_pct": 0.7638037304763134, "license": "unknown", "selection_order": 2491, "video": "videos/4f90e7c3fe64cd278d5edb4f22ac2d9688f4e1435c37077becb49e8ffb4650e9.mp4", "video_id": "4f90e7c3fe64cd278d5edb4f22ac2d9688f4e1435c37077becb49e8ffb4650e9"}
{"item_id": "Video-MME_2449", "benchmark": "Video-MME", "question": "Which statement is true about this video?", "options": ["The costumes worn during the performance remain consistent throughout.", "The performance includes intermittent pauses.", "The performance is conducted during daylight hours.", "All individuals performing in the video are male."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Action Reasoning", "scene_type": "music_dance_performance", "duration_group": ">30min", "duration_s": 2007.411519, "attack_pct": 0.4746998838259971, "license": "unknown", "selection_order": 2492, "video": "videos/5f2066ea6ed4708819201a1f54cf181999d6d5464f192cdee6cfda17203934f0.mp4", "video_id": "5f2066ea6ed4708819201a1f54cf181999d6d5464f192cdee6cfda17203934f0"}
{"item_id": "Video-MME_1297", "benchmark": "Video-MME", "question": "What is Sion's passive skill?", "options": ["Cleaning the minions.", "Keeping alive for a while.", "Preventing Sion from death.", "Saving teammates."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Action Recognition", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 685.406621, "attack_pct": 0.9802907577126628, "license": "unknown", "selection_order": 2498, "video": "videos/b03dca2581001ddf6b92f252368acf334f4a94e37cf92d24e63fe6c24d5b5133.mp4", "video_id": "b03dca2581001ddf6b92f252368acf334f4a94e37cf92d24e63fe6c24d5b5133"}
{"item_id": "VideoOdyssey_238", "benchmark": "VideoOdyssey", "question": "The woman with black glasses, curly black hair, and wearing an orange outfit who appeared via live link in the news — what might her identity be?", "options": ["A passerby being interviewed", "A field reporter", "A doctor", "A pregnant woman"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "V/Object Reasoning", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 5678.741769, "attack_pct": 0.4038256744546276, "license": "CC-BY-NC-SA-4.0", "selection_order": 2499, "video": "videos/60b61ed2365b89d8390fd09012c3364267f5b7fc0df86bde494517a9fb71a3c1.mp4", "video_id": "60b61ed2365b89d8390fd09012c3364267f5b7fc0df86bde494517a9fb71a3c1"}
{"item_id": "VSI-Super-Wild_3477", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] At the indicated moment in this clip, which direction is the camera/person moving? (forward = the direction the camera is facing)", "options": ["backward", "right", "left", "forward"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VMR", "scene_type": "aerial_drone_urban_navigation", "duration_group": "10-30min", "duration_s": 1084.747022, "attack_pct": 0.7773977023363883, "license": "unknown", "selection_order": 2505, "video": "videos/e3cb6da978b817cbb89baa9d92a3e1b0306910dc2a55db1d09c89037d4dd415b.mp4", "video_id": "e3cb6da978b817cbb89baa9d92a3e1b0306910dc2a55db1d09c89037d4dd415b"}
{"item_id": "ScaleLong_684", "benchmark": "ScaleLong", "question": "What was the first color mixed on the artist's palette?", "options": ["Blue + Red + White + Yellow -> A purple-like color", "Blue + White -> A purple-like color", "Blue + Red + White -> A purple-like color", "Blue + Red -> A purple-like color"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Video Clip", "scene_type": "other", "duration_group": ">30min", "duration_s": 5731.333333, "attack_pct": 0.945737059506906, "license": "unknown", "selection_order": 2506, "video": "videos/daa860c2999b065684e178e4803be75db976f70bc19de602329be7e240504389.mp4", "video_id": "daa860c2999b065684e178e4803be75db976f70bc19de602329be7e240504389"}
{"item_id": "Video-MME_1191", "benchmark": "Video-MME", "question": "What does the fox do after meeting the blue baby bird?", "options": ["It leaves the baby bird alone.", "It wants to ignore the bird.", "It steals fishes from the trolls.", "It takes the bird for food."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Action Recognition", "scene_type": "ai_generated_synthetic", "duration_group": "10-30min", "duration_s": 726.320181, "attack_pct": 0.7007309281012004, "license": "unknown", "selection_order": 2512, "video": "videos/f8e446a7aed232f38ecb8f8de9d7bb3ef9938beabf6afcbbc3e1555aa91c430c.mp4", "video_id": "f8e446a7aed232f38ecb8f8de9d7bb3ef9938beabf6afcbbc3e1555aa91c430c"}
{"item_id": "TimeScope_1149", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words.\\n\\nQuestion: How meny times does a man swing an axe to cut a wooden log?", "options": ["once", "two times", "three times", "four times", "five times", "six times"], "answer": "D", "answer_idx": 3, "n_options": 6, "chance": 0.166667, "capability": "temporal", "task_class": "_none", "scene_type": "science_experiment_lab", "duration_group": ">30min", "duration_s": 3600.0, "attack_pct": 0.8988882793339357, "license": "unknown", "selection_order": 2513, "video": "videos/10d764ed2307266dca9da2df1892046041ca4ef240951587b35ead15921def02.mp4", "video_id": "10d764ed2307266dca9da2df1892046041ca4ef240951587b35ead15921def02"}
{"item_id": "Video-MME-v2_2916", "benchmark": "Video-MME-v2", "question": "According to the video, how should the wood for making a hummingbird carving be selected?", "options": ["Choose lightweight wood with a stable source, free of visible wormholes and cracks, for beginners' practice.", "Choose straight-grained softwood with the grain direction aligned with the design shape, capable of supporting the carving structure.", "Choose branches of any type of tree with a thicker main trunk and thinner side branches.", "Choose branches of any type of tree with a thicker main trunk and side branches.", "Choose branches of any type of tree with a thinner main trunk and thicker side branches.", "Choose willow branches that have been fully dried.", "Choose alder branches with a thicker main trunk and thinner side branches.", "Choose alder branches with a thicker main trunk and side branches."], "answer": "C", "answer_idx": 2, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 871.096599, "attack_pct": 0.7594310700916483, "license": "MIT", "selection_order": 2519, "video": "videos/d035e791fa20ff68224a23628438ab988a0a3b779318d8ea8b76eb096be85a02.mp4", "video_id": "d035e791fa20ff68224a23628438ab988a0a3b779318d8ea8b76eb096be85a02"}
{"item_id": "ScaleLong_490", "benchmark": "ScaleLong", "question": "When BRA scored their 12th point, where did the ball fly to?", "options": ["Out of bounds", "In the playing field", "Hit the ground inside the court", "Bounced off after hitting the umpire"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Shot", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 5150.96, "attack_pct": 0.312088550406609, "license": "unknown", "selection_order": 2520, "video": "videos/c39c812f470536a16028b51807945983e59a9fef60e4ab74d38f3d68e6270af9.mp4", "video_id": "c39c812f470536a16028b51807945983e59a9fef60e4ab74d38f3d68e6270af9"}
{"item_id": "Video-MME-v2_1605", "benchmark": "Video-MME-v2", "question": "In some scenes in the video, the left half shows the protagonist, while the right half shows other scenes. What is the next scene event after the first scene event where egg fried rice with soup appears on the right half?", "options": ["Chef Tastes Egg Fried Rice.", "Hoodie display.", "Stir fry ingredients and boil soup.", "Static close-up of finished egg Fried Rice.", "Picture of egg Fried Rice on plate.", "Chef Introduction.", "Sprinkle with chopped green onions or other decorative seasonings.", "Guidelines."], "answer": "F", "answer_idx": 5, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 772.713651, "attack_pct": 0.4680763521363108, "license": "MIT", "selection_order": 2526, "video": "videos/87979169ba20131bcb5fae92cc58a369acc485ede04599d4b3ab590a4ec99505.mp4", "video_id": "87979169ba20131bcb5fae92cc58a369acc485ede04599d4b3ab590a4ec99505"}
{"item_id": "VSI-Super-Wild_3317", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] At the indicated moment in this clip, which direction is the camera/person moving? (forward = the direction the camera is facing)", "options": ["backward", "right", "forward", "left"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VMR", "scene_type": "traffic_driving_accidents", "duration_group": ">30min", "duration_s": 2018.786678, "attack_pct": 0.5768281270169098, "license": "unknown", "selection_order": 2527, "video": "videos/7610288856a20cd1ff46563e18423b886433a828d3d7b87fb31e0cef71f50353.mp4", "video_id": "7610288856a20cd1ff46563e18423b886433a828d3d7b87fb31e0cef71f50353"}
{"item_id": "MMWorld_612", "benchmark": "MMWorld", "question": "According to the video, why is the person playing C D E chord in the beginning?", "options": ["The person is playing C D E chord in the beginning to demonstrate a common chord progression used in many songs.", "He is demonstrating the basic chords for beginners to practice.", "He is trying to show how to play the power chord trick.", "He is demonstrating a common chord progression used in many popular songs."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Sports & Arts", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 860.577959, "attack_pct": 0.8757986962695237, "license": "unknown", "selection_order": 2533, "video": "videos/3d9afcd122b7fac38f5a77a2e2e9252139b76ab6a3b586b69c6cb06cff3d1c2f.mp4", "video_id": "3d9afcd122b7fac38f5a77a2e2e9252139b76ab6a3b586b69c6cb06cff3d1c2f"}
{"item_id": "TimeScope_127", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["papaya, elderberry, honeydew", "cherry, quince, fig", "raspberry, cherry, tangerine", "cherry, papaya, raspberry", "banana, tangerine, apple", "lemon, nectarine, nectarine"], "answer": "C", "answer_idx": 2, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "video_games_software_ui", "duration_group": ">30min", "duration_s": 3600.0, "attack_pct": 0.826852329934168, "license": "unknown", "selection_order": 2534, "video": "videos/062febee9de1d9f38cf5d700580635f445dc50d37f22b72708d85ecb68f38729.mp4", "video_id": "062febee9de1d9f38cf5d700580635f445dc50d37f22b72708d85ecb68f38729"}
{"item_id": "MLVU_208", "benchmark": "MLVU", "question": "What is the little Asian girl wearing while creating sand piles on the beach at sunset?\n(A) A bikini\n(B) A swimsuit\n(C) A dress\n(D) Shorts and a t-shirt\n", "options": ["A bikini", "A swimsuit", "A dress", "Shorts and a t-shirt"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "needle", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 1367.32, "attack_pct": 0.2976797469988382, "license": "CC-BY-NC-SA-4.0", "selection_order": 2540, "video": "videos/a26d6490acc6ba0a3f0433653bf801e811bc3743990c8659e1761668011e25b3.mp4", "video_id": "a26d6490acc6ba0a3f0433653bf801e811bc3743990c8659e1761668011e25b3"}
{"item_id": "VSI-Super-Wild_167", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] At the indicated moment in this clip, which direction is the camera/person moving? (forward = the direction the camera is facing)", "options": ["forward", "left", "right", "backward"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VMR", "scene_type": "aerial_drone_urban_navigation", "duration_group": ">30min", "duration_s": 7538.1, "attack_pct": 0.8462388666580611, "license": "unknown", "selection_order": 2541, "video": "videos/b44ba4f18d56a3f9ec0fdd96d08697f436e8bd5546658efc4c774c7df18e69b7.mp4", "video_id": "b44ba4f18d56a3f9ec0fdd96d08697f436e8bd5546658efc4c774c7df18e69b7"}
{"item_id": "TimeScope_22", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["tangerine, papaya, date", "elderberry, raspberry, honeydew", "nectarine, apple, date", "date, nectarine, tangerine", "tangerine, strawberry, apple", "strawberry, banana, lemon"], "answer": "E", "answer_idx": 4, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "ai_generated_synthetic", "duration_group": ">30min", "duration_s": 10800.0, "attack_pct": 0.8325480831289531, "license": "unknown", "selection_order": 2548, "video": "videos/5f8ffd1cb67be014dad7a5495564cfab7bf4bf86e1616e0d077f907d1d7837ae.mp4", "video_id": "5f8ffd1cb67be014dad7a5495564cfab7bf4bf86e1616e0d077f907d1d7837ae"}
{"item_id": "HLV-1K_336", "benchmark": "HLV-1K", "question": "How does the dog's bed change over the course of the video from 33.0 to 4627.0 seconds?", "options": ["The dog's bed changes from a round, plush bed to a blue dog bed.", "The dog's bed changes from a blue dog bed to a light blue, circular dog bed.", "The dog's bed changes from a light blue, circular dog bed to a round, plush bed.", "The dog's bed remains the same throughout the video."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "attribute-change", "scene_type": "animals_wildlife", "duration_group": ">30min", "duration_s": 4713.999093, "attack_pct": 0.5270507938556861, "license": "MIT", "selection_order": 2555, "video": "videos/df744655db151b93c1cbb54400759f434a0f4e524b49376130f8e616cbb3d3e1.mp4", "video_id": "df744655db151b93c1cbb54400759f434a0f4e524b49376130f8e616cbb3d3e1"}
{"item_id": "Video-MME-v2_1490", "benchmark": "Video-MME-v2", "question": "Which of the following is the most likely correct description of the relative distance between several metal strips welded to the bottom of this item, based on a comprehensive understanding and analysis of the entire design structure?", "options": ["The spacing between the metal strips is slightly larger than the magnet's thickness.", "Roughly equal to the thickness of the slotted iron piece shown in the video, facilitating easy insertion.", "The spacing between the metal strips is not fixed and gradually increases toward the outer edges.", "Approximately equal to twice the thickness of the slotted iron piece shown in the video.", "The metal strips are spaced relatively far apart and located near the edge of the item.", "The spacing between the metal strips is significantly smaller than the magnet's thickness.", "The spacing between the metal strips is approximately equal to the thickness of the magnet.", "The spacing between the metal strips is not fixed and gradually decreases toward the outer edges."], "answer": "D", "answer_idx": 3, "n_options": 8, "chance": 0.125, "capability": "spatial", "task_class": "_none", "scene_type": "industrial_construction_manufacturing", "duration_group": "10-30min", "duration_s": 883.078095, "attack_pct": 0.8365899703110882, "license": "MIT", "selection_order": 2561, "video": "videos/e71064e6fd8ec27620bc7224bc4e1d132e150ae8406c6deaab86b4d0efef38ea.mp4", "video_id": "e71064e6fd8ec27620bc7224bc4e1d132e150ae8406c6deaab86b4d0efef38ea"}
{"item_id": "V2P-Bench_173", "benchmark": "V2P-Bench", "question": "How many pictures of food are on the menu the person marked with a dot holds?", "options": ["6", "5", "11", "10"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "1", "scene_type": "cooking_food", "duration_group": ">30min", "duration_s": 6533.560367, "attack_pct": 0.7904511423776945, "license": "CC-BY-NC-4.0", "selection_order": 2562, "video": "videos/2248f8ec26533b19de7a5d831e18448585693bb4e26afd749035c4542dbbbc79.mp4", "video_id": "2248f8ec26533b19de7a5d831e18448585693bb4e26afd749035c4542dbbbc79"}
{"item_id": "TimeScope_269", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["quince, apple, kiwi", "quince, date, elderberry", "quince, raspberry, quince", "cherry, honeydew, date", "watermelon, apple, honeydew", "tangerine, lemon, kiwi"], "answer": "A", "answer_idx": 0, "n_options": 6, "chance": 0.166667, "capability": "temporal", "task_class": "_none", "scene_type": "music_dance_performance", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.8727168581386343, "license": "unknown", "selection_order": 2568, "video": "videos/df3aff0813c797519c5c1a8c8e6205236d256da4c74256b5d51b8aa9fd3cf561.mp4", "video_id": "df3aff0813c797519c5c1a8c8e6205236d256da4c74256b5d51b8aa9fd3cf561"}
{"item_id": "LongTimeScope_845", "benchmark": "LongTimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared. I will quiz you about the words afterwards.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["mango, banana, orange", "orange, ugli, ugli", "tangerine, banana, mango", "apple, cherry, papaya", "quince, mango, elderberry", "raspberry, papaya, tangerine"], "answer": "C", "answer_idx": 2, "n_options": 6, "chance": 0.166667, "capability": "long_video", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 28800.0, "attack_pct": 0.7951707112430618, "license": "unknown", "selection_order": 2569, "video": "videos/14320d3d544896f95b3cdd71dba01f7572b724d2a5de90ebe390fac3d0ce2dfd.mp4", "video_id": "14320d3d544896f95b3cdd71dba01f7572b724d2a5de90ebe390fac3d0ce2dfd"}
{"item_id": "LongVideo-Reason-eval_556", "benchmark": "LongVideo-Reason-eval", "question": "Based on the progression of Brandi's role and interactions across the video segments, which scene most likely marks her transition from a participant to an organizer role in a storage auction event?", "options": ["0:00:30-0:00:40 (\"BRANDI'S FIRST TIME\")", "0:00:50-0:01:00 (blonde woman with clipboard)", "0:01:20-0:01:30 (blonde woman at table with American flag)", "0:04:50-0:05:00 (collage with Brandi and \"STORAGE WAR\" signs)"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "plot", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 696.668299, "attack_pct": 0.8697963727894669, "license": "Apache-2.0", "selection_order": 2575, "video": "videos/d12aa2bf8f4eb2fae24b53ff271a6fe658298b8f48ef3731bfce53c2458fd07a.mp4", "video_id": "d12aa2bf8f4eb2fae24b53ff271a6fe658298b8f48ef3731bfce53c2458fd07a"}
{"item_id": "Video-MME_2070", "benchmark": "Video-MME", "question": "As depicted in the video, why is the teacher still in the museum after the security alarm?", "options": ["She wants to steal the crown.", "She checks the security.", "She comes to find her students.", "She has a talk with the girl and the boy."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Action Reasoning", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2635.441633, "attack_pct": 0.1372628114108687, "license": "unknown", "selection_order": 2576, "video": "videos/97ed18b2099624da26c59a2ff4048e6ae01f2b91b0d457138af217c5ad2605e1.mp4", "video_id": "97ed18b2099624da26c59a2ff4048e6ae01f2b91b0d457138af217c5ad2605e1"}
{"item_id": "S-EMBER_3969", "benchmark": "S-EMBER", "question": "Where did I first see someone dressed up like The Grinch?", "options": ["On the sidewalk in Times Square, right in front of the brightly-lit Old Navy store.", "In a crowded pedestrian area with bright billboard lights near the end of the video.", "At the intersection of Broadway and 42nd Street, next to a Sabrett hot dog stand.", "In the main atrium area of a shopping mall, near the holiday photo-op setup.", "On the corner of Broadway and W. 43rd St., by the Tamashii Nations store."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "location_trace", "scene_type": "other", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.6440799664386214, "license": "CC-BY-NC-4.0", "selection_order": 2582, "video": "videos/bb88dd23a9db96cc402c78f33800a53162e59c945efb9d4981ae1f07e98967f0.mp4", "video_id": "bb88dd23a9db96cc402c78f33800a53162e59c945efb9d4981ae1f07e98967f0"}
{"item_id": "Video-MME_2575", "benchmark": "Video-MME", "question": "Which of the following is not what the heroine said while lying in bed on Friday morning in the video?", "options": ["How she feels about her experiences these days.", "The reason why she feels tired recently.", "Dissatisfaction with recent heavy workloads.", "Previous experience in New York."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Information Synopsis", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 1956.141859, "attack_pct": 0.5155947463534272, "license": "unknown", "selection_order": 2583, "video": "videos/1306cfb68a7940e19f103335eaad55e99985f73e1cc3ea92a8de5dc7e62dffca.mp4", "video_id": "1306cfb68a7940e19f103335eaad55e99985f73e1cc3ea92a8de5dc7e62dffca"}
{"item_id": "Video-MME_1366", "benchmark": "Video-MME", "question": "In Germany vs Argentina, Which player scores the first goal?", "options": ["Germany's player number 19.", "Germany's player number 9.", "Argentina's player number 10.", "Argentina's player number 19."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Object Recognition", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 837.288345, "attack_pct": 0.6249838647218278, "license": "unknown", "selection_order": 2589, "video": "videos/dc4864ebfe5e05b036ce924f36aac736bf52d6caae827d74d40819c8f280fecd.mp4", "video_id": "dc4864ebfe5e05b036ce924f36aac736bf52d6caae827d74d40819c8f280fecd"}
{"item_id": "V2P-Bench_1115", "benchmark": "V2P-Bench", "question": "Which object in the video is incomplete?", "options": ["1.", "2.", "3.", "4."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "6", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 2495.100227, "attack_pct": 0.8306037821092036, "license": "CC-BY-NC-4.0", "selection_order": 2590, "video": "videos/fa0c9e2d67b0db8e6d2374f04626e42703f8e9603a3259ed23147a70f66c01f9.mp4", "video_id": "fa0c9e2d67b0db8e6d2374f04626e42703f8e9603a3259ed23147a70f66c01f9"}
{"item_id": "S-EMBER_9113", "benchmark": "S-EMBER", "question": "After I passed Steve Madden, what store did I pass on my right next?", "options": ["Aldo", "Zara", "Ulta Beauty", "Levi's", "Mercy University"], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "sequential_action", "scene_type": "traffic_driving_accidents", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.7246272750742223, "license": "CC-BY-NC-4.0", "selection_order": 2596, "video": "videos/33ff7618c32a31606c1605dcd13705bfe27de51fd03aac6d2c4daa0372335879.mp4", "video_id": "33ff7618c32a31606c1605dcd13705bfe27de51fd03aac6d2c4daa0372335879"}
{"item_id": "HourVideo_514", "benchmark": "HourVideo", "question": "After the camera wearer uses a power drill on the wooden rail, _________ happens before she interacts with men D and E.", "options": ["Packing the power drill and other tools into the Milwaukee tool box", "Adjusting the camera and reviewing the footage", "Walking around the compound to inspect other areas of work", "Taking a break to observe the surrounding field", "Hits the nail on the wood with a hammer"], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "perception/information_retrieval/sequence_recall", "scene_type": "industrial_construction_manufacturing", "duration_group": ">30min", "duration_s": 2893.433333, "attack_pct": 0.2442639086097844, "license": "Apache-2.0", "selection_order": 2597, "video": "videos/549124c747f1386287f2a7e7d2d623c5fd5a52388309716da971c0b51c8ca652.mp4", "video_id": "549124c747f1386287f2a7e7d2d623c5fd5a52388309716da971c0b51c8ca652"}
{"item_id": "Video-MME-v2_1692", "benchmark": "Video-MME-v2", "question": "In the video, the protagonist switched between several vehicles. Which vehicle change resulted in the most significant increase in size?", "options": ["From damaged Bugatti to cardboard truck.", "From cardboard truck to damaged Bugatti.", "From off-road vehicle to police car.", "From damaged Bugatti to off-road vehicle.", "From off-road vehicle to cardboard truck.", "From police car to off-road vehicle.", "From cardboard truck to police car.", "From cardboard truck to off-road vehicle."], "answer": "F", "answer_idx": 5, "n_options": 8, "chance": 0.125, "capability": "spatial", "task_class": "_none", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 1119.062494, "attack_pct": 0.4855185878404544, "license": "MIT", "selection_order": 2603, "video": "videos/b6634312df678910abab4043781e148fa69ba2cfddeabe36a0fe63615b636749.mp4", "video_id": "b6634312df678910abab4043781e148fa69ba2cfddeabe36a0fe63615b636749"}
{"item_id": "StreamingBench_2390", "benchmark": "StreamingBench", "question": "What is the alphanumeric code visible on the helicopter's tail right now?", "options": ["N939HS.", "N9398H.", "N939SH.", "N9399H."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Text-Rich Understanding", "scene_type": "aerial_drone_urban_navigation", "duration_group": "10-30min", "duration_s": 601.605805, "attack_pct": 0.9810813863431006, "license": "unknown", "selection_order": 2610, "video": "videos/5f90741a890c6d4050ee0eb89320842e1fc506f697feaad7c34f2673d5c4dab7.mp4", "video_id": "5f90741a890c6d4050ee0eb89320842e1fc506f697feaad7c34f2673d5c4dab7"}
{"item_id": "HLV-1K_8350", "benchmark": "HLV-1K", "question": "How does the background of the webcast participants change from the beginning to the end of the video event?", "options": ["The background remains the same throughout the video.", "The background changes from a neutral backdrop to a pixelated forest environment.", "The background changes from a neutral backdrop to a promotional webpage.", "The background changes from a neutral backdrop to a minimalist white canvas with hexagonal shapes."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "attribute-change", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 6216.724898, "attack_pct": 0.2909352007228604, "license": "MIT", "selection_order": 2611, "video": "videos/4a78817ecd567de1d3fe443351b4c418f6e0cd491838321b3d0b3d0b73f062d3.mp4", "video_id": "4a78817ecd567de1d3fe443351b4c418f6e0cd491838321b3d0b3d0b73f062d3"}
{"item_id": "Video-MME-v2_2637", "benchmark": "Video-MME-v2", "question": "When displaying a model airplane on a map of France, if the airplane were to move, what would its direction of motion be?", "options": ["Horizontally left.", "Flying vertically downward.", "Horizontally right.", "Horizontally backward.", "Horizontally circling.", "No definite direction.", "Flying vertically upward.", "Horizontally forward."], "answer": "D", "answer_idx": 3, "n_options": 8, "chance": 0.125, "capability": "spatial", "task_class": "_none", "scene_type": "ai_generated_synthetic", "duration_group": "10-30min", "duration_s": 954.572336, "attack_pct": 0.454070930682845, "license": "MIT", "selection_order": 2617, "video": "videos/e941f663008a7c736575be1bd02ac77a34e972643194c21acc042b6d537b95f4.mp4", "video_id": "e941f663008a7c736575be1bd02ac77a34e972643194c21acc042b6d537b95f4"}
{"item_id": "K9-Bench_4727", "benchmark": "K9-Bench", "question": "How does the introduction of the cat in the 'Glass Challenge' (Game 8/9) alter the dogs' approach to problem-solving?", "options": ["The dog nudges treat with nose, then observes cat pawing glasses and replicates the action.", "The dog intently observes treat, then after seeing cat paw, adjusts strategy and copies the action.", "The dog paws glass initially, observes cat, tries different approaches before copying pawing action.", "The dog barks curiously, watches cat pawing glasses, then replicates the pawing movement.", "The dog licks treat initially, observes cat pawing, then switches to pawing the glasses."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "cause-effect analysis", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 843.232653, "attack_pct": 0.4998467148573641, "license": "CC-BY-NC-4.0", "selection_order": 2624, "video": "videos/3d660d2655624643fc54e3e50a9dd8c7d7b35bfed61f97a06859599d1264a536.mp4", "video_id": "3d660d2655624643fc54e3e50a9dd8c7d7b35bfed61f97a06859599d1264a536"}
{"item_id": "LongTimeScope_377", "benchmark": "LongTimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words.\\n\\nQuestion: What does the girl do after getting off the subway?", "options": ["working out at gym", "attending a class", "working at the office", "meeting with friends", "taking the plane", "visiting parents"], "answer": "A", "answer_idx": 0, "n_options": 6, "chance": 0.166667, "capability": "temporal", "task_class": "_none", "scene_type": "science_experiment_lab", "duration_group": ">30min", "duration_s": 28800.0, "attack_pct": 0.9258987349941912, "license": "unknown", "selection_order": 2625, "video": "videos/96a1d30ee192fa6c0cd543a1a2a339b95a1ae52148c3b7cae37fda936f6b443e.mp4", "video_id": "96a1d30ee192fa6c0cd543a1a2a339b95a1ae52148c3b7cae37fda936f6b443e"}
{"item_id": "SiteBench-Video_1107", "benchmark": "SiteBench-Video", "question": "How many of Liverpool's number 11, Salah's goals are featured in the video?", "options": ["10.", "25.", "200.", "50."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "counting & existence", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 1915.739138, "attack_pct": 0.7588744029947077, "license": "CC-BY-4.0", "selection_order": 2632, "video": "videos/839f60dfdc050770be8efca963ecdbcafe7dedad750b9b0595fa4e823a6c1d2f.mp4", "video_id": "839f60dfdc050770be8efca963ecdbcafe7dedad750b9b0595fa4e823a6c1d2f"}
{"item_id": "S-EMBER_4676", "benchmark": "S-EMBER", "question": "How many times has the person across from me touched her water bottle since I started writing on the paper?", "options": ["She touched the water bottle 2 times.", "She touched the water bottle 0 times.", "She touched the water bottle 1 time.", "She touched the water bottle 3 times.", "She touched the water bottle 4 times."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.1092358332257648, "license": "CC-BY-NC-4.0", "selection_order": 2638, "video": "videos/df55b695c3730dfea3a308be019ae6e23d692a3b1423c1a0c0c2e9d887f15c18.mp4", "video_id": "df55b695c3730dfea3a308be019ae6e23d692a3b1423c1a0c0c2e9d887f15c18"}
{"item_id": "VideoOdyssey_1330", "benchmark": "VideoOdyssey", "question": "How many times did parking signs appear on the right side of the road during the time period from 00:24:00 to 00:41:00 in the video?", "options": ["9", "7", "8", "6"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "V/Counting", "scene_type": "traffic_driving_accidents", "duration_group": ">30min", "duration_s": 3830.595918, "attack_pct": 0.8211001032657803, "license": "CC-BY-NC-SA-4.0", "selection_order": 2639, "video": "videos/091ab2f71c61f838a30813ce1beca3ac58a1506cb4623969d7fd1c7926a7ad9a.mp4", "video_id": "091ab2f71c61f838a30813ce1beca3ac58a1506cb4623969d7fd1c7926a7ad9a"}
{"item_id": "Video-MME_2218", "benchmark": "Video-MME", "question": "How does the player first die?", "options": ["He is greedy for gold.", "He leaves the towers too far.", "He can't hold the pressure of the opponent.", "He helps teammates in the jungle."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Action Recognition", "scene_type": "video_games_software_ui", "duration_group": ">30min", "duration_s": 2376.562358, "attack_pct": 0.442856912353169, "license": "unknown", "selection_order": 2646, "video": "videos/e9a7cb9b2bfbc54439acd8df0e77bc103a8b02b67b6b1a403ac3d5310e112d95.mp4", "video_id": "e9a7cb9b2bfbc54439acd8df0e77bc103a8b02b67b6b1a403ac3d5310e112d95"}
{"item_id": "StreamingBench_1764", "benchmark": "StreamingBench", "question": "What item is visible in the hands of a woman passing by a storefront with a pink and white sign?", "options": ["An umbrella.", "A fruit juice.", "A newspaper.", "A green bag."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Object Perception", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 905.229932, "attack_pct": 0.6544630179424293, "license": "unknown", "selection_order": 2652, "video": "videos/29cc6590ab01062f2512f835332c568dcf91e304740d78433ece273a020e0fd7.mp4", "video_id": "29cc6590ab01062f2512f835332c568dcf91e304740d78433ece273a020e0fd7"}
{"item_id": "VSI-Super-Wild_3101", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] At the indicated moment in this clip, which direction is the camera/person moving? (forward = the direction the camera is facing)", "options": ["forward", "right", "left", "backward"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VMR", "scene_type": "aerial_drone_urban_navigation", "duration_group": ">30min", "duration_s": 2900.56, "attack_pct": 0.8632293145733833, "license": "unknown", "selection_order": 2653, "video": "videos/6a9def2d275f66ad9226bb8a8c462af240536ffb2f9cee8ad4eea95d5ff52ea5.mp4", "video_id": "6a9def2d275f66ad9226bb8a8c462af240536ffb2f9cee8ad4eea95d5ff52ea5"}
{"item_id": "S-EMBER_5477", "benchmark": "S-EMBER", "question": "How long did I hold the eyeliner for?", "options": ["About 5 seconds.", "About 20 seconds.", "About 40 seconds.", "About 50 seconds.", "About 10 seconds."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.5050584097069833, "license": "CC-BY-NC-4.0", "selection_order": 2659, "video": "videos/a0c69a6f00eb2ca1e471ab2d56f5e2556579477e27e45d9f5a1ad9a14f9b604b.mp4", "video_id": "a0c69a6f00eb2ca1e471ab2d56f5e2556579477e27e45d9f5a1ad9a14f9b604b"}
{"item_id": "Video-MME_1939", "benchmark": "Video-MME", "question": "What is the \"Great Attractor\" according to the video?", "options": ["An immense region of dark matter influencing the motion of galaxies across billions of light-years.", "A phenomenon to the outskirts of the Milky Way, attracting the contents of the cluster towards it.", "The central supermassive black hole of the Milky Way, Sagittarius A*.", "A celestial object akin to a quasar, emitting immense amounts of energy and affecting local space."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Object Reasoning", "scene_type": "ai_generated_synthetic", "duration_group": ">30min", "duration_s": 1813.153379, "attack_pct": 0.6041128824060927, "license": "unknown", "selection_order": 2660, "video": "videos/06607f2913cb40dd209dd5a3b23a17e55d5ec6d3abe14553c3329d279f834b13.mp4", "video_id": "06607f2913cb40dd209dd5a3b23a17e55d5ec6d3abe14553c3329d279f834b13"}
{"item_id": "OVO-S-Bench_1226", "benchmark": "OVO-S-Bench", "question": "(Question asked at 41.0 s into the video; 'current' refers to that moment.) Compared with the last time you passed through this scene, are there any additional objects this time? If so, what are the extra objects?", "options": ["Ultraman", "a bouquet of roses", "no additional objects", "a calico cat"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "3.2.1", "scene_type": "industrial_construction_manufacturing", "duration_group": "10-30min", "duration_s": 729.0, "attack_pct": 0.3914821866528979, "license": "unknown", "selection_order": 2666, "video": "videos/8381f5229d6cf258eef0db7c6ef9dc38b707266b437fd78d56af6ff039398a80.mp4", "video_id": "8381f5229d6cf258eef0db7c6ef9dc38b707266b437fd78d56af6ff039398a80"}
{"item_id": "Video-MME_1248", "benchmark": "Video-MME", "question": "What does this video end with?", "options": ["An interview about how one of the members grows up in 2010.", "A behind-the-scenes footage of a music video shoot in 2010.", "A compilation of the band's funniest moments on tour in 2010.", "The audition of one of the members in 2010."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Information Synopsis", "scene_type": "music_dance_performance", "duration_group": "10-30min", "duration_s": 605.971156, "attack_pct": 0.7609800567961792, "license": "unknown", "selection_order": 2673, "video": "videos/fecfa53ce8916a138d6fef8124b2c08ec1dfe0584b4ee770b2d20a03af216056.mp4", "video_id": "fecfa53ce8916a138d6fef8124b2c08ec1dfe0584b4ee770b2d20a03af216056"}
{"item_id": "Video-MME_2676", "benchmark": "Video-MME", "question": "What title best summarizes this video?", "options": ["French frozen food production process.", "French frozen food chefs.", "French frozen food advantages and disadvantages.", "The daily diet of French people and why French people like to eat frozen food."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Information Synopsis", "scene_type": "cooking_food", "duration_group": ">30min", "duration_s": 2646.656871, "attack_pct": 0.4970956499290048, "license": "unknown", "selection_order": 2674, "video": "videos/339fddbbd3dd9150295e60aa86c96aad4743155cc9b7c2a58e2d9d1245f986f7.mp4", "video_id": "339fddbbd3dd9150295e60aa86c96aad4743155cc9b7c2a58e2d9d1245f986f7"}
{"item_id": "LongVideoBench_741", "benchmark": "LongVideoBench", "question": "There is a map with many colors, and on the white area of the map, there are squares in red and green colors. Next to the map, there is a red frame with a grey circle inside it. Inside the grey circle, there are three bombs drawn. When the grey circle with three bombs appears on a pure red background with five grey circle icons, showing the text '1200 Planes' in white, what changes occur to the grey circle icon with three bombs?", "options": ["The icon becomes smaller", "The icon becomes larger", "The color of the bombs inside the icon changes from white to black", "The color of the bombs inside the icon changes from white to green", "The color of the bombs inside the icon changes from white to red"], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "SAA", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 1078.3, "attack_pct": 0.6840309151929779, "license": "CC-BY-NC-SA-4.0", "selection_order": 2680, "video": "videos/cf5abadcaa00c766164aceeb9ab6e00e1e51501cb39d1419b9afa106fc9ccff4.mp4", "video_id": "cf5abadcaa00c766164aceeb9ab6e00e1e51501cb39d1419b9afa106fc9ccff4"}
{"item_id": "LongVideoBench_507", "benchmark": "LongVideoBench", "question": "The screen shows a webpage. The top of the webpage has a sea-green background, the middle has a white background, and there's a black-and-white image on the right side. The middle contains some program code. In the black-and-white image, there is a man running with his hands raised. There are some icons connected with lines on his legs. In the lower right corner of the screen, there is a man wearing sunglasses and dressed in black, who is explaining something. The background behind him is grey. What is the shape of the icon connected by white lines on the screen?", "options": ["Circle", "Triangle", "Square", "Staircase shape", "Rectangle"], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "T2A", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 2009.633333, "attack_pct": 0.7523476829740545, "license": "CC-BY-NC-SA-4.0", "selection_order": 2681, "video": "videos/bba31183c2e9046c5c5cd88cc73d4e2a06118d00666fd2c6ab7b1baee0059ff1.mp4", "video_id": "bba31183c2e9046c5c5cd88cc73d4e2a06118d00666fd2c6ab7b1baee0059ff1"}
{"item_id": "S-EMBER_143", "benchmark": "S-EMBER", "question": "Where did I last see the white Dickies bag?", "options": ["Being carried by a person walking past a trash can in the blue-carpeted area.", "Being carried by a person in a black outfit standing on the steps near the ice rink.", "Lying on the ground beside the decorated archway next to a stack of other bags.", "Resting on a table next to a person in a blue jacket sitting near the ice rink.", "Being worn by a person in a white puffy jacket and glasses at the top of the stairs."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "location_trace", "scene_type": "other", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.6840309151929779, "license": "CC-BY-NC-4.0", "selection_order": 2687, "video": "videos/8d207bd2a5ca66a2a44f40bfce78677b3694438c2687fadc19dc763978b306cd.mp4", "video_id": "8d207bd2a5ca66a2a44f40bfce78677b3694438c2687fadc19dc763978b306cd"}
{"item_id": "Video-MME-v2_238", "benchmark": "Video-MME-v2", "question": "In trap 4, what was the jersey number of the person in the last group to be eliminated?", "options": ["78.", "56.", "31.", "17.", "77.", "65.", "93.", "71."], "answer": "G", "answer_idx": 6, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 1842.271202, "attack_pct": 0.5241464437846909, "license": "MIT", "selection_order": 2688, "video": "videos/2c71a41fe354d92c0aadfc81e7f4a2ed409b2c3241a5683778acb88875d711ee.mp4", "video_id": "2c71a41fe354d92c0aadfc81e7f4a2ed409b2c3241a5683778acb88875d711ee"}
{"item_id": "Video-MME-v2_1887", "benchmark": "Video-MME-v2", "question": "What is the repetitive pattern or rhythm in the glute bridge exercise?", "options": ["In the glute bridge exercise shown in the video, which incorporates added difficulty via an inclined support board, the repetitive pattern follows a cycle of driving the hips upward with a brief pause at the top, followed by a controlled and slow descent back to the starting position.", "Explosively drive through the heels to lift the hips upward, deliberately squeeze the glutes at the top, then rapidly lower while inhaling until the hips barely touch the ground, immediately starting the next rep.", "Legs alternately extend and lift upward, causing the torso to twist.", "The glute bridge exercise is typically performed with a consistent rhythm of \"steady hip lift, brief pause at the peak, and rapid descent.\"", "Legs bent, upper body lying flat and motionless, with the hips driving the abdomen in an up-and-down repetitive motion.", "Hips remain stationary while the head repeatedly lifts and lowers.", "While lying flat, the body performs a rocking up-and-down motion using the arms, with no active engagement from the legs.", "Explosively press down through the heels, deliberately squeeze the glutes at the top, then slowly lower while inhaling until the hips barely touch the ground, immediately starting the next rep."], "answer": "E", "answer_idx": 4, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 716.242721, "attack_pct": 0.4321350200077449, "license": "MIT", "selection_order": 2694, "video": "videos/a91fdcc25e96ee8dc9c29217dba046ed13fb9bdd96095a66e532e8d1af44bc75.mp4", "video_id": "a91fdcc25e96ee8dc9c29217dba046ed13fb9bdd96095a66e532e8d1af44bc75"}
{"item_id": "VideoEval-Pro_929", "benchmark": "VideoEval-Pro", "question": "What does the vlogger do after she ties her hair?", "options": ["Sleep again", "Drink water", "Play with her mobile phone", "Read a book"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "_none", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 1825.436735, "attack_pct": 0.9138779527559056, "license": "unknown", "selection_order": 2695, "video": "videos/65b54d07f0647919e90501d54bd044b8e7aded6c943a92cb552da747f79f891a.mp4", "video_id": "65b54d07f0647919e90501d54bd044b8e7aded6c943a92cb552da747f79f891a"}
{"item_id": "StreamingBench_2514", "benchmark": "StreamingBench", "question": "What is the current speed limit for this road?", "options": ["50.", "60.", "70.", "80."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Text-Rich Understanding", "scene_type": "traffic_driving_accidents", "duration_group": "10-30min", "duration_s": 969.084807, "attack_pct": 0.8327336388279334, "license": "unknown", "selection_order": 2701, "video": "videos/30a795eca90cad2a8c1ead57209ea597d3ead6653cd9d41d4d38797c09d6ae73.mp4", "video_id": "30a795eca90cad2a8c1ead57209ea597d3ead6653cd9d41d4d38797c09d6ae73"}
{"item_id": "S-EMBER_1831", "benchmark": "S-EMBER", "question": "What was different between the first pistol I used and the second pistol I used?", "options": ["The first pistol was a standard pistol, while the second had a skin.", "The first pistol was yellow, while the second pistol was white.", "The first pistol was the Classic, while the second pistol was the Ghost.", "The first pistol had gold accents, while the second was orange and black.", "The first pistol had a blue glow, while the second was red and black."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "object_comparison", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.3000354976119788, "license": "CC-BY-NC-4.0", "selection_order": 2708, "video": "videos/35dd5656527bca2de3eeb5b5f644516872b67f1520d84334e0eeb2ada441b569.mp4", "video_id": "35dd5656527bca2de3eeb5b5f644516872b67f1520d84334e0eeb2ada441b569"}
{"item_id": "HourVideo_803", "benchmark": "HourVideo", "question": "After the camera wearer digs with the hoe along the clay heap, _________ happens before they continue to walk towards the blocks.", "options": ["Uses a hoe to compact the soil, then looks around in all directions", "Stares at the heap", "Inspects the blocks", "Adjusts the camera", "Interacts with a woman"], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "perception/information_retrieval/sequence_recall", "scene_type": "industrial_construction_manufacturing", "duration_group": ">30min", "duration_s": 3112.221029, "attack_pct": 0.7477571963340648, "license": "Apache-2.0", "selection_order": 2709, "video": "videos/b2032aa3f8a1955b093c06c43eaf9ce117826e7e95b63e9f6f8da04fa6b59b9f.mp4", "video_id": "b2032aa3f8a1955b093c06c43eaf9ce117826e7e95b63e9f6f8da04fa6b59b9f"}
{"item_id": "VSI-Super-Wild_1295", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] Here are 4 frames captured at different moments in the video. Each frame is shown from a slightly rotated viewpoint (30-60 degrees). Choose the option listing the frames by capture time, from first to last.", "options": ["Frame 2 → Frame 1 → Frame 4 → Frame 3", "Frame 2 → Frame 3 → Frame 4 → Frame 1", "Frame 1 → Frame 4 → Frame 2 → Frame 3", "Frame 3 → Frame 4 → Frame 2 → Frame 1"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VPO", "scene_type": "aerial_drone_urban_navigation", "duration_group": "10-30min", "duration_s": 1084.747022, "attack_pct": 0.7777607460952627, "license": "unknown", "selection_order": 2715, "video": "videos/15b31f09dd51daca4384e7f9edd3d3401a72c4108b41fd3d3f676f43812a5b7e.mp4", "video_id": "15b31f09dd51daca4384e7f9edd3d3401a72c4108b41fd3d3f676f43812a5b7e"}
{"item_id": "VideoOdyssey_1712", "benchmark": "VideoOdyssey", "question": "In the performance by the brown-haired man wearing a white inner top, a dark jacket, and black pants, which suggestion did the judge in gold clothing choose?", "options": ["Terry", "Simon", "Susan", "Chris"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "AV/Speech Fact Retrieval", "scene_type": "music_dance_performance", "duration_group": ">30min", "duration_s": 4323.462676, "attack_pct": 0.6813605266554795, "license": "CC-BY-NC-SA-4.0", "selection_order": 2716, "video": "videos/924e663c36118f9e260ce387d4caafe009207146c25b8098850d80c784604ca4.mp4", "video_id": "924e663c36118f9e260ce387d4caafe009207146c25b8098850d80c784604ca4"}
{"item_id": "LongVideoBench_478", "benchmark": "LongVideoBench", "question": "In the PPT slide with white background and black text, on the left side, there are three shapes made up of three overlapping blue squares each, and the rest of the screen is text. When the caption 'here somewhere the anchor is cropped' appears, what changes occur to the shapes?", "options": ["Turned green", "Covered by a yellow overlay", "Got bigger", "Turned yellow", "Got smaller"], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "TAA", "scene_type": "ai_generated_synthetic", "duration_group": "10-30min", "duration_s": 1724.541667, "attack_pct": 0.56117690718988, "license": "CC-BY-NC-SA-4.0", "selection_order": 2722, "video": "videos/3c88dcb702ba400f499c1e3525aa60b661216fe00d2f818cec1509f1e2b5b0a4.mp4", "video_id": "3c88dcb702ba400f499c1e3525aa60b661216fe00d2f818cec1509f1e2b5b0a4"}
{"item_id": "2584", "benchmark": "LVBench", "question": "What does the vlogger family buy for fishing?", "options": ["Bait and fishing gear", "Axes and fishing gear", "Axes and bait", "Fishing gear and bait"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "entity recognition", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2448.590658, "attack_pct": 0.221722925003227, "license": "CC-BY-NC-SA-4.0", "selection_order": 2723, "video": "videos/305a53922a22ad87f1cb35f4d10bed2ce2b70e0e8b22b90eeac94f2e25527c24.mp4", "video_id": "305a53922a22ad87f1cb35f4d10bed2ce2b70e0e8b22b90eeac94f2e25527c24"}
{"item_id": "Video-MME-v2_856", "benchmark": "Video-MME-v2", "question": "At the start of the \"Great Northwest Trail\", what color is the arrow on the main \"START YOUR ZOO JOURNEY HERE\" sign?", "options": ["Gold.", "Black.", "Brown.", "Red.", "Beige.", "Grey.", "White.", "Green."], "answer": "C", "answer_idx": 2, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 1174.1039, "attack_pct": 0.7667161481863948, "license": "MIT", "selection_order": 2729, "video": "videos/7f2b83223e0586ef568076f38dea29409e76fa4df4dcd3e24cdc3c774f243bbc.mp4", "video_id": "7f2b83223e0586ef568076f38dea29409e76fa4df4dcd3e24cdc3c774f243bbc"}
{"item_id": "VideoOdyssey_1291", "benchmark": "VideoOdyssey", "question": "How many customers entered the store throughout the entire video?", "options": ["32", "28", "24", "38"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "V/Counting", "scene_type": "other", "duration_group": ">30min", "duration_s": 3640.26195, "attack_pct": 0.6470327223441332, "license": "CC-BY-NC-SA-4.0", "selection_order": 2730, "video": "videos/529757fbc975da347e627ac59f5909e5d72566001a51de67a999604d4ba8d18c.mp4", "video_id": "529757fbc975da347e627ac59f5909e5d72566001a51de67a999604d4ba8d18c"}
{"item_id": "S-EMBER_2846", "benchmark": "S-EMBER", "question": "Where did I put the measuring cup with the mixture the last time I had it?", "options": ["You put it inside the microwave to heat up the mixture.", "You set it down on the kitchen counter near the stovetop.", "You left it sitting on the counter in front of the microwave.", "You were still holding it in your hand above the counter.", "You placed it in the refrigerator on the top shelf."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "location_trace", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 600.083333, "attack_pct": 0.1393846004905124, "license": "CC-BY-NC-4.0", "selection_order": 2736, "video": "videos/0075636d94414a9be4c54d13d754b55c86db99b47f2595ce323a0f1d7b7bbeb4.mp4", "video_id": "0075636d94414a9be4c54d13d754b55c86db99b47f2595ce323a0f1d7b7bbeb4"}
{"item_id": "TimeScope_1124", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words.\\n\\nQuestion: What does the girl do after getting off the subway?", "options": ["working out at gym", "attending a class", "working at the office", "meeting with friends", "taking the plane", "visiting parents"], "answer": "A", "answer_idx": 0, "n_options": 6, "chance": 0.166667, "capability": "temporal", "task_class": "_none", "scene_type": "science_experiment_lab", "duration_group": ">30min", "duration_s": 3600.0, "attack_pct": 0.8806392797211824, "license": "unknown", "selection_order": 2737, "video": "videos/44c1979eaf46d9127b7c33067991fa29e5779e889cbf4d5be8014c8f2708990f.mp4", "video_id": "44c1979eaf46d9127b7c33067991fa29e5779e889cbf4d5be8014c8f2708990f"}
{"item_id": "StreamingBench_578", "benchmark": "StreamingBench", "question": "What is happening with the gold sheet right now?", "options": ["The gold sheet is being painted.", "The cutting tool is engraving letters.", "The engravings are being cleaned.", "The sheet is being folded."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Action Perception", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 664.810522, "attack_pct": 0.6732041435394346, "license": "unknown", "selection_order": 2743, "video": "videos/8b9a7fdc984e30c2208e730da3a7e68845f5ab733b8bba8def21228ef634dbae.mp4", "video_id": "8b9a7fdc984e30c2208e730da3a7e68845f5ab733b8bba8def21228ef634dbae"}
{"item_id": "V2P-Bench_949", "benchmark": "V2P-Bench", "question": "How many goals did the man pointed by the arrow score in the match?", "options": ["1.", "2.", "3.", "4."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "4", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 2085.244807, "attack_pct": 0.549712792048535, "license": "CC-BY-NC-4.0", "selection_order": 2744, "video": "videos/fc8f7426bb3f64aa15642b1756a6f261013bdf9335d35ee4cd1a2d9d89783915.mp4", "video_id": "fc8f7426bb3f64aa15642b1756a6f261013bdf9335d35ee4cd1a2d9d89783915"}
{"item_id": "S-EMBER_259", "benchmark": "S-EMBER", "question": "How does the design and layout of this fashion show compare to the design and layout of the first fashion show I watched?", "options": ["This fashion show features a long, straight catwalk adorned with large sculptures, whereas the first show was set up with two circular runways.", "This fashion show has a more spacious and open layout with a wider runway and elaborate sets, whereas the first show featured a narrow, enclosed catwalk.", "This fashion show uses a straight catwalk with oversized sculptural props, whereas the first show featured a plain, minimalist runway with just lighting.", "The first fashion show had a traditional straight runway setup, while this current show features a more whimsical design with colorful cat sculptures.", "This fashion show is set in a casual, home-like environment with a TV displaying the event, whereas the first show took place in a professional venue."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "object_comparison", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.3737979217761714, "license": "CC-BY-NC-4.0", "selection_order": 2750, "video": "videos/f1cfbe37c1f84b8de3f2182b51cee4180812cd85ec7190090ab5ed29557b936d.mp4", "video_id": "f1cfbe37c1f84b8de3f2182b51cee4180812cd85ec7190090ab5ed29557b936d"}
{"item_id": "OVO-S-Bench_1610", "benchmark": "OVO-S-Bench", "question": "(Question asked at 244.8 s into the video; 'current' refers to that moment.) Assuming the car is facing north at the beginning of the video, what is the orientation of Area A relative to Area B?", "options": ["northeast", "southwest", "northwest", "southeast"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "4.1", "scene_type": "traffic_driving_accidents", "duration_group": ">30min", "duration_s": 4494.433333, "attack_pct": 0.6108493610429844, "license": "unknown", "selection_order": 2751, "video": "videos/a2a877a9817e011ffc258a022737796d58f97ef5b41f0a2c44eae5e2936a02d2.mp4", "video_id": "a2a877a9817e011ffc258a022737796d58f97ef5b41f0a2c44eae5e2936a02d2"}
{"item_id": "VideoOdyssey_1843", "benchmark": "VideoOdyssey", "question": "What was the streamer's purpose for time-traveling midway through the game?", "options": ["To speed up gameplay", "To fulfill viewers' requests", "To skip the cloudy weather", "To claim the gift she forgot to collect yesterday"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "AV/Intentional Reasoning", "scene_type": "video_games_software_ui", "duration_group": ">30min", "duration_s": 7280.082721, "attack_pct": 0.327094359106751, "license": "CC-BY-NC-SA-4.0", "selection_order": 2758, "video": "videos/ed9b1df41995a8c6a6f3886871e169335954206900e2ccf92d97565ac316111d.mp4", "video_id": "ed9b1df41995a8c6a6f3886871e169335954206900e2ccf92d97565ac316111d"}
{"item_id": "Video-MME_1634", "benchmark": "Video-MME", "question": "When the woman in the video introduces Scrunch socks, which two other pieces of clothing she recommends are mixed in the little video she's talking about?", "options": ["3 and 6.", "10 and 5.", "9 and 12.", "11 and 1."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Object Recognition", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 852.799274, "attack_pct": 0.8339599199690203, "license": "unknown", "selection_order": 2764, "video": "videos/c24eb39f38f4cdb5ad6a831549d7285de2f042f30d958aa5fbbdcafbb3c4b638.mp4", "video_id": "c24eb39f38f4cdb5ad6a831549d7285de2f042f30d958aa5fbbdcafbb3c4b638"}
{"item_id": "VSI-Super-Wild_944", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] Here are 4 frames captured at different moments in the video. Each frame is shown from a slightly rotated viewpoint (30-60 degrees). Choose the option listing the frames by capture time, from first to last.", "options": ["Frame 4 → Frame 3 → Frame 2 → Frame 1", "Frame 1 → Frame 2 → Frame 3 → Frame 4", "Frame 3 → Frame 2 → Frame 4 → Frame 1", "Frame 4 → Frame 1 → Frame 3 → Frame 2"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VPO", "scene_type": "aerial_drone_urban_navigation", "duration_group": ">30min", "duration_s": 2900.56, "attack_pct": 0.9785158771137216, "license": "unknown", "selection_order": 2765, "video": "videos/6a9def2d275f66ad9226bb8a8c462af240536ffb2f9cee8ad4eea95d5ff52ea5.mp4", "video_id": "6a9def2d275f66ad9226bb8a8c462af240536ffb2f9cee8ad4eea95d5ff52ea5"}
{"item_id": "Video-MME-v2_812", "benchmark": "Video-MME-v2", "question": "What feature of the side yard was the man primarily dealing with when using string lines and a spirit level at the beginning of the project?", "options": ["The natural downward slope of the terrain from the backyard toward the gate.", "The natural upward slope of the terrain from the gate toward the backyard.", "The depth variation in topsoil thickness along the walkway path from the gate toward the backyard.", "The slope angle that needs to be manually created to ensure rainwater drains away from the house.", "The precise levelness standards required for the finished walkway surface.", "The natural downward slope of the terrain from the gate toward the backyard.", "The horizontal consistency required for the fence foundation line along its length.", "The elevation drop between the ground and the adjacent property from the gate toward the backyard."], "answer": "A", "answer_idx": 0, "n_options": 8, "chance": 0.125, "capability": "spatial", "task_class": "_none", "scene_type": "industrial_construction_manufacturing", "duration_group": "10-30min", "duration_s": 1097.282177, "attack_pct": 0.8481024912869498, "license": "MIT", "selection_order": 2771, "video": "videos/489677ecd25e6b4e9ca8701d81a6939660758b9ec3c4a45b54a7624dd76e8fbf.mp4", "video_id": "489677ecd25e6b4e9ca8701d81a6939660758b9ec3c4a45b54a7624dd76e8fbf"}
{"item_id": "HLV-1K_6052", "benchmark": "HLV-1K", "question": "What kind of object is prominently featured in the brightly lit indoor scene at the beginning of the event?", "options": ["A rabbit.", "A toy car.", "A large red hat.", "A blue bouncy ball shaped like a pig."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object understanding", "scene_type": "ai_generated_synthetic", "duration_group": ">30min", "duration_s": 2336.484717, "attack_pct": 0.573141215954563, "license": "MIT", "selection_order": 2772, "video": "videos/d205fa69dfad760b54379952be3aa88a1153c296644fee3bc6764353b3f417aa.mp4", "video_id": "d205fa69dfad760b54379952be3aa88a1153c296644fee3bc6764353b3f417aa"}
{"item_id": "Video-MME-v2_2741", "benchmark": "Video-MME-v2", "question": "When the magician changed the shoe color for the last time, which of the following descriptions regarding the color-changing shoes is the most accurate?", "options": ["The principle is that the white surface of the shoe was tucked into the magician's trousers to reveal a red surface. The shoe construction is unlike any of the previous tricks.", "The principle is that the red surface of the shoe was tucked into the magician's trousers to reveal a white surface. The construction of the shoe here is similar to that in the second magic trick.", "The principle is that the surface of the shoe is connected to a string running through the trouser leg and fixed at the waistband. The magician pulls the string to tear off the white surface and reveal the red surface. White paper scraps can be seen scattered near the shoes at the moment of the change. The shoe construction here is different from all previous tricks.", "The principle is that the white surface of the shoe was tucked into the magician's trousers to reveal a red surface. The construction of the shoe here is similar to that in the first magic trick.", "The principle is that the magician pulled a string connected to his trousers to tear off the red surface of the shoe, combined with stage lighting on special material to show white. The shoe construction is similar to that in the first magic trick.", "The principle is that the surface of the shoe is connected to a string running through the trouser leg and fixed at the waistband. The magician pulls the string to tear off the red surface and reveal the white surface. Red paper scraps can be seen scattered near the shoes at the moment of the change. The construction of the shoe here is similar to that in the previous magic trick.", "The principle is that the surface of the shoe is connected to a string running through the trouser leg and fixed at the waistband. The magician pulls the string to tear off the white surface and reveal the red surface. White paper scraps can be seen scattered near the shoes at the moment of the change. The construction of the shoe here is similar to that in the second magic trick.", "The principle is that red stage lighting hit a special material on the white shoes, while the magician pulled a string connected to his trousers to scatter paper scraps as a distraction. The shoe construction is unlike any of the previous tricks."], "answer": "D", "answer_idx": 3, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "music_dance_performance", "duration_group": "10-30min", "duration_s": 734.379002, "attack_pct": 0.7363334193881502, "license": "MIT", "selection_order": 2778, "video": "videos/819e225f4d521f83605a10fa44b3686ff6ade5b405e8dc1d65a1747726a70792.mp4", "video_id": "819e225f4d521f83605a10fa44b3686ff6ade5b405e8dc1d65a1747726a70792"}
{"item_id": "HLV-1K_4331", "benchmark": "HLV-1K", "question": "How does the dog's resting area change throughout the video from 9.0 to 4597.0 seconds?", "options": ["The dog moves from a pink rug to a purple rug.", "The dog moves from a purple rug to a pink rug.", "The dog remains on the same rug throughout the video.", "The dog moves from a striped rug to a pink rug."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "attribute-change", "scene_type": "animals_wildlife", "duration_group": ">30min", "duration_s": 4674.50195, "attack_pct": 0.6844746353427134, "license": "MIT", "selection_order": 2779, "video": "videos/f4fd8b5a7e9e63eddca8f95bc492ded0bdb1dea168becc217cbb2ac6d83782db.mp4", "video_id": "f4fd8b5a7e9e63eddca8f95bc492ded0bdb1dea168becc217cbb2ac6d83782db"}
{"item_id": "MLVU_2114", "benchmark": "MLVU", "question": "Arrange the following events from the video in the correct chronological order: (1)The group begins to dance in unison; (2)Some of the group are on their feet; (3)A group gathers to the center of a gym floor; (4)Some are in wheel chairs.\n(A) 3->1->2->4\n(B) 2->3->1->4\n(C) 4->3->2->1\n(D) 1->2->3->4\n", "options": ["3->1->2->4", "2->3->1->4", "4->3->2->1", "1->2->3->4"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "order", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 708.441775, "attack_pct": 0.9434055118110236, "license": "CC-BY-NC-SA-4.0", "selection_order": 2785, "video": "videos/287394fb38cdf1b66a43abcc93934199d62f35ae3708b837a5be2c2269a6b206.mp4", "video_id": "287394fb38cdf1b66a43abcc93934199d62f35ae3708b837a5be2c2269a6b206"}
{"item_id": "VideoEval-Pro_726", "benchmark": "VideoEval-Pro", "question": "How many Taiyaki ice creams does the shop assistant assemble in total?", "options": ["4", "1", "5", "3"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "_none", "scene_type": "cooking_food", "duration_group": ">30min", "duration_s": 2130.314739, "attack_pct": 0.8504582419000903, "license": "unknown", "selection_order": 2786, "video": "videos/bf381a3261381e40a5d7873fedc1033758e16c41705d699cf56f9455ad572a64.mp4", "video_id": "bf381a3261381e40a5d7873fedc1033758e16c41705d699cf56f9455ad572a64"}
{"item_id": "S-EMBER_1590", "benchmark": "S-EMBER", "question": "What was the time on my phone right before I took a picture?", "options": ["The time on the phone was 9:41.", "The time on the phone was 12:37.", "The time on the phone was 9:24.", "The time on the phone was not visible.", "The time on the phone was 10:28."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "visual_detail_recall", "scene_type": "other", "duration_group": "10-30min", "duration_s": 600.083333, "attack_pct": 0.7171566412804957, "license": "CC-BY-NC-4.0", "selection_order": 2792, "video": "videos/e67db8140836c20e62b71b535f85290820bc1c5a3b060481ec86fa7392b50a18.mp4", "video_id": "e67db8140836c20e62b71b535f85290820bc1c5a3b060481ec86fa7392b50a18"}
{"item_id": "ScaleLong_712", "benchmark": "ScaleLong", "question": "What method did the author use to make the sculpture's head smoother and rounder?", "options": ["Using a brush to smooth out the head", "Using hands to mold the shape without tools", "Using a sculpting knife to carve the head", "Using a spatula to scrape"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Shot", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 5015.56, "attack_pct": 0.2538966696785852, "license": "unknown", "selection_order": 2793, "video": "videos/90862682b4c988b6c31ce078cdb053e0522e8fb7be96a6d026bd82dbb9397012.mp4", "video_id": "90862682b4c988b6c31ce078cdb053e0522e8fb7be96a6d026bd82dbb9397012"}
{"item_id": "S-EMBER_5167", "benchmark": "S-EMBER", "question": "Where did I get the cups and balls from?", "options": ["From the storage compartment inside the couch.", "From the drawer underneath the desk.", "From a shelf located somewhere in the room.", "From the upper cabinet by the kitchen counter.", "From a box handed to you by a woman."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "location_trace", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 600.083333, "attack_pct": 0.3121369562411256, "license": "CC-BY-NC-4.0", "selection_order": 2799, "video": "videos/14388bb9134d2e561ba246a22f56a905a0845bc62bbbc8257538b6a4932cc89a.mp4", "video_id": "14388bb9134d2e561ba246a22f56a905a0845bc62bbbc8257538b6a4932cc89a"}
{"item_id": "VideoEval-Pro_989", "benchmark": "VideoEval-Pro", "question": "What are the skills of the blue calabash boy?", "options": ["He has clairvoyance", "He is indestructible", "He has clairaudience", "He has invisibility"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 5008.938957, "attack_pct": 0.2064508842132438, "license": "unknown", "selection_order": 2800, "video": "videos/a4f95e859cba4eed74fe4e4037572b9a527c100d3954b67963360d65e113c32e.mp4", "video_id": "a4f95e859cba4eed74fe4e4037572b9a527c100d3954b67963360d65e113c32e"}
{"item_id": "S-EMBER_4138", "benchmark": "S-EMBER", "question": "From where I am now, how do I get back to the statue of the man holding the suitcase?", "options": ["Walk straight back the way you came on Madison Avenue, and when you reach the East 34th Street intersection, the statue will be on your right.", "Walk east along 34th Street to Park Avenue, turn left, and you will see the bronze statue on the next corner on your right.", "Retrace your steps down the main path you were walking on earlier, walk past the café with the outdoor seating, and turn left at the fountain.", "Head back towards the crosswalk and turn left, then continue walking straight past the intersection until you finally reach the statue on the corner.", "Turn around, walk straight down the block past the scaffolding until you reach the crosswalk, and continue straight across the street to find the statue on your left."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "egocentric", "task_class": "spatial_aware_reasoning", "scene_type": "traffic_driving_accidents", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.8777833354847038, "license": "CC-BY-NC-4.0", "selection_order": 2806, "video": "videos/33ff7618c32a31606c1605dcd13705bfe27de51fd03aac6d2c4daa0372335879.mp4", "video_id": "33ff7618c32a31606c1605dcd13705bfe27de51fd03aac6d2c4daa0372335879"}
{"item_id": "Video-MME-v2_1343", "benchmark": "Video-MME-v2", "question": "Suppose you purchased the device reviewed in the video. How many of the following scenarios would you encounter?\n\n1. The main menu freezes when searching for apps.\n2. Successfully enable Developer Options.\n3. Successfully install QQ.apk.\n4. Connect to your company's internal office network.\n5. Play videos stored on an external hard drive.\n6. Play videos from the BBC.\n7. Set a celebrity poster as your screensaver.", "options": ["3.", "2.", "1.", "7.", "6.", "4.", "0.", "5."], "answer": "F", "answer_idx": 5, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 831.586349, "attack_pct": 0.5465583451658707, "license": "MIT", "selection_order": 2813, "video": "videos/7d82b5b939bf51ff57e728d97ac161566c639f62dfa718959d0a3f7f7ef292aa.mp4", "video_id": "7d82b5b939bf51ff57e728d97ac161566c639f62dfa718959d0a3f7f7ef292aa"}
{"item_id": "Video-MME_2508", "benchmark": "Video-MME", "question": "Which of the following food combinations is the favorite of the two people in the video?", "options": ["Hot sauce and bananas.", "Spaghetti with tacos.", "Crazy Sandwich.", "Cookies and Cheese."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Action Reasoning", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 2795.798639, "attack_pct": 0.3945882277010455, "license": "unknown", "selection_order": 2814, "video": "videos/2fa07b39e79678acc65f602c52fa23e006cdc4b40fc254bb85dfee98e6f7697b.mp4", "video_id": "2fa07b39e79678acc65f602c52fa23e006cdc4b40fc254bb85dfee98e6f7697b"}
{"item_id": "VSI-Super-Wild_2628", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] At the indicated moment in this clip, which direction is the camera/person moving? (forward = the direction the camera is facing)", "options": ["forward-right", "backward-left", "forward-left", "backward-right"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VMR", "scene_type": "aerial_drone_urban_navigation", "duration_group": "10-30min", "duration_s": 950.313489, "attack_pct": 0.7955418226410224, "license": "unknown", "selection_order": 2820, "video": "videos/5d9839ac2c045b1cce7dc31a492d78680e00c276309bb789c9d6f6e645294438.mp4", "video_id": "5d9839ac2c045b1cce7dc31a492d78680e00c276309bb789c9d6f6e645294438"}
{"item_id": "HourVideo_463", "benchmark": "HourVideo", "question": "What tool did the camera wearer use to collect soil in the final stages of the brick-making process?", "options": ["Pickaxe", "Shovel", "Wheelbarrow", "Hoe", "Rake"], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "perception/information_retrieval/factual_recall", "scene_type": "industrial_construction_manufacturing", "duration_group": ">30min", "duration_s": 3315.654362, "attack_pct": 0.7826255324641797, "license": "Apache-2.0", "selection_order": 2821, "video": "videos/67f4f14acc8fca60cad3471633716ecd39c4ac5e733e5e5ebdb5a501367c936a.mp4", "video_id": "67f4f14acc8fca60cad3471633716ecd39c4ac5e733e5e5ebdb5a501367c936a"}
{"item_id": "K9-Bench_694", "benchmark": "K9-Bench", "question": "What social behavioral cues does a human provide to a dog to encourage eating, given the dog's tendency to be a picky eater?", "options": ["Human places food items on top of dog's regular food.", "Human mixes palatable ingredients into dog's food bowl.", "Human sprinkles supplements over dog's food.", "Human offers small portions of meat with regular kibble.", "Human warms food and adds oil or broth."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "interaction analysis", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 707.140499, "attack_pct": 0.663756938169614, "license": "CC-BY-NC-4.0", "selection_order": 2834, "video": "videos/8829b28a87b8d9f264f3813fa5137af524b23b1a66fed28c98a16f624b8f03c4.mp4", "video_id": "8829b28a87b8d9f264f3813fa5137af524b23b1a66fed28c98a16f624b8f03c4"}
{"item_id": "LongTimeScope_48", "benchmark": "LongTimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared. I will quiz you about the words afterwards.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["tangerine, grape, lemon", "fig, banana, kiwi", "date, raspberry, kiwi", "grape, kiwi, strawberry", "raspberry, date, cherry", "strawberry, raspberry, raspberry"], "answer": "D", "answer_idx": 3, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 36000.0, "attack_pct": 0.8867706854266167, "license": "unknown", "selection_order": 2835, "video": "videos/bfebb08c84e5771515492be104a7c442e2b47c3df84f722644565ecc3d4b59dc.mp4", "video_id": "bfebb08c84e5771515492be104a7c442e2b47c3df84f722644565ecc3d4b59dc"}
{"item_id": "StreamingBench_307", "benchmark": "StreamingBench", "question": "What is the person holding in their hand?", "options": ["A spatula.", "A wooden spoon.", "A fork.", "Red tongs."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Object Perception", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 665.228481, "attack_pct": 0.6957854653414225, "license": "unknown", "selection_order": 2841, "video": "videos/b76bd46e783d09babe67565f51da48bcbc3f6fd09ee555953fc93df824001e21.mp4", "video_id": "b76bd46e783d09babe67565f51da48bcbc3f6fd09ee555953fc93df824001e21"}
{"item_id": "TimeScope_236", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["raspberry, grape, orange", "raspberry, tangerine, papaya", "papaya, orange, apple", "grape, cherry, strawberry", "papaya, nectarine, quince", "elderberry, papaya, fig"], "answer": "A", "answer_idx": 0, "n_options": 6, "chance": 0.166667, "capability": "temporal", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 1200.0, "attack_pct": 0.7921856847812057, "license": "unknown", "selection_order": 2848, "video": "videos/836d4620392bc27c9d5913cba6e2ed55ba43175ae3e394157d66f5b9db423643.mp4", "video_id": "836d4620392bc27c9d5913cba6e2ed55ba43175ae3e394157d66f5b9db423643"}
{"item_id": "LongTimeScope_356", "benchmark": "LongTimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words.\\n\\nQuestion: What does the girl do after getting off the subway?", "options": ["working out at gym", "attending a class", "working at the office", "meeting with friends", "taking the plane", "visiting parents"], "answer": "A", "answer_idx": 0, "n_options": 6, "chance": 0.166667, "capability": "temporal", "task_class": "_none", "scene_type": "science_experiment_lab", "duration_group": ">30min", "duration_s": 28800.0, "attack_pct": 0.9279075771266296, "license": "unknown", "selection_order": 2849, "video": "videos/b92c45696da01dff712b36dad37edac6971a4ab62fc0d4889db1bab891edd562.mp4", "video_id": "b92c45696da01dff712b36dad37edac6971a4ab62fc0d4889db1bab891edd562"}
{"item_id": "StreamingBench_1826", "benchmark": "StreamingBench", "question": "Where is the bulletin board filled with papers located?", "options": ["Above the window", "To the left of the blue tool chest", "Beneath the sign labeled \"21E\"", "Next to the door with a small window"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "Spatial Understanding", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 627.998667, "attack_pct": 0.8437540338195431, "license": "unknown", "selection_order": 2855, "video": "videos/63c6fad8faa42059fa5bc297e900fdf69379e3660e441228d2c2615be7c783d3.mp4", "video_id": "63c6fad8faa42059fa5bc297e900fdf69379e3660e441228d2c2615be7c783d3"}
{"item_id": "VCR-Bench_111", "benchmark": "VCR-Bench", "question": "In the video, how many goals had the green team scored when the white team scored for the first time?", "options": ["0", "1", "2", "3"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Temporal Counting", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 3274.431565, "attack_pct": 0.8920791919452692, "license": "unknown", "selection_order": 2856, "video": "videos/8a75d69e5f6fdf3af65bd500cbeaf1e91cf6682a6058e42c53035cad75dcaffd.mp4", "video_id": "8a75d69e5f6fdf3af65bd500cbeaf1e91cf6682a6058e42c53035cad75dcaffd"}
{"item_id": "Video-MME-v2_1257", "benchmark": "Video-MME-v2", "question": "When the blogger first compares the capabilities of the two AI assistants, what is the blogger's core viewpoint?", "options": ["The blogger believes Copilot is completely superior to ChatGPT.", "The blogger believes Gemini and Siri each have their own merits, and it is difficult to distinguish which is better.", "The blogger believes ChatGPT is completely superior to Copilot.", "The blogger believes Claude is superior to Gemini in reasoning ability, but its practicality is insufficient.", "The blogger believes ChatGPT is superior to Claude only in terms of multi-language support.", "The blogger believes Gemini is completely superior to Siri.", "The blogger believes Copilot's system integration capability has already surpassed ChatGPT.", "The blogger believes ChatGPT and Copilot each have their own merits, and it is difficult to distinguish which is better."], "answer": "F", "answer_idx": 5, "n_options": 8, "chance": 0.125, "capability": "hallucination", "task_class": "_none", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 641.428027, "attack_pct": 0.2730411772298954, "license": "MIT", "selection_order": 2862, "video": "videos/6a708afcf22eb8dd82dfb8daa307bffbc7b183bad424a8a4525697845ac99475.mp4", "video_id": "6a708afcf22eb8dd82dfb8daa307bffbc7b183bad424a8a4525697845ac99475"}
{"item_id": "VSI-Super-Wild_587", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] Here are 4 frames captured at different moments in the video. Each frame is shown from a slightly rotated viewpoint (30-60 degrees). Choose the option listing the frames by capture time, from first to last.", "options": ["Frame 1 → Frame 2 → Frame 3 → Frame 4", "Frame 3 → Frame 1 → Frame 2 → Frame 4", "Frame 3 → Frame 4 → Frame 2 → Frame 1", "Frame 2 → Frame 4 → Frame 1 → Frame 3"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VPO", "scene_type": "traffic_driving_accidents", "duration_group": ">30min", "duration_s": 2430.127567, "attack_pct": 0.5971101716793598, "license": "unknown", "selection_order": 2863, "video": "videos/62e8e82bafbf3a97ff32ec25d6f329be391f7f0547c7de065ec081c3bc8a14a8.mp4", "video_id": "62e8e82bafbf3a97ff32ec25d6f329be391f7f0547c7de065ec081c3bc8a14a8"}
{"item_id": "Video-MME-v2_2334", "benchmark": "Video-MME-v2", "question": "According to the fertility rate, how will South Korea's population change now?", "options": ["The number of each generation has steadily decreased by nearly 30%, causing the total population to fall below 35 million by 2050.", "The population is rapidly concentrating in megacities such as Seoul, with over 70% of the population living in the capital region, while most regional cities have begun to exhibit a \"ghosting\" phenomenon.", "The population pyramid has completely transformed from a stable \"spindle shape\" to an \"inverted pyramid shape,\" marking the first time that the total number of elderly people has exceeded the total number of working-age people.", "South Korea has entered a phase of natural population decline for the first time, meaning that the number of deaths each year has begun to exceed the number of births.", "The proportion of the working-age population (15-64 years old) in the total population has fallen below 50% for the first time, leading to a severe labor shortage.", "Society has fully entered the \"4-2-1\" inverted triangle family structure, meaning that four grandparents, two parents, and one child have become the social norm.", "The number of 1-year-old children is only about a quarter of the number of 50-year-old middle-aged people.", "It is projected that by 2060, people aged 65 and over will account for half of the total population, at which time South Korea's median age will historically reach 59 years."], "answer": "G", "answer_idx": 6, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 886.345556, "attack_pct": 0.254041887182135, "license": "MIT", "selection_order": 2869, "video": "videos/103ee8ea611e1569dc8b28e1a670dadd56774fa0d5ec442e3652dea2359e26bb.mp4", "video_id": "103ee8ea611e1569dc8b28e1a670dadd56774fa0d5ec442e3652dea2359e26bb"}
{"item_id": "HLV-1K_7050", "benchmark": "HLV-1K", "question": "What was the person doing before they started interacting with the BIOS settings on the ASUS motherboard screen?", "options": ["The person was adjusting cables inside the computer case.", "The person was interacting with a laptop on a countertop.", "The person was unboxing and setting up the computer equipment.", "The person was examining the contents of the DIGITAL STORM box."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal-relationship", "scene_type": "video_games_software_ui", "duration_group": ">30min", "duration_s": 3496.251791, "attack_pct": 0.384648896346973, "license": "MIT", "selection_order": 2870, "video": "videos/29419ae146fa4ef507aae3d852652b0078d78a39c823cea6877b1cdf2df8b76a.mp4", "video_id": "29419ae146fa4ef507aae3d852652b0078d78a39c823cea6877b1cdf2df8b76a"}
{"item_id": "Video-MME-v2_892", "benchmark": "Video-MME-v2", "question": "What is the narrator saying when the screen shows a group of people in white coats standing by laboratory equipment?", "options": ["Frederick's mission was to create a chip that retained its shape.", "And half-filled bags that seemed to be more air than chips.", "Procter and Gamble initially marketed them as Pringles' newfangled potato chips.", "A blend of other ingredients like rice flour and wheat starch.", "Since its debut in 1968...", "Too greasy, always broken...", "The genius behind this snacking marvel was Fredric Baur...", "His outcome was nothing short of a snacking sensation, a chip that stayed crisp and tasty and neatly stacked..."], "answer": "A", "answer_idx": 0, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "industrial_construction_manufacturing", "duration_group": "10-30min", "duration_s": 748.936417, "attack_pct": 0.9691332128565896, "license": "MIT", "selection_order": 2876, "video": "videos/e8d1e084ca3ad68d30a2483ce39288b236fd8b500d23edefef5c7a5363be8434.mp4", "video_id": "e8d1e084ca3ad68d30a2483ce39288b236fd8b500d23edefef5c7a5363be8434"}
{"item_id": "LongVideoBench_748", "benchmark": "LongVideoBench", "question": "In a blurry screen, there are some soils of different colors. In the bottom right corner of the screen, there is also white text that reads 'Credit: AdventureON'. When the subtitle 'good specimens could be found near the' appears next to it, what is the first object that appears?", "options": ["Grayish white crystal", "Trilobite fossil", "Fish fossil", "Black crystal", "Green quartz"], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "T3O", "scene_type": "ai_generated_synthetic", "duration_group": ">30min", "duration_s": 2573.737833, "attack_pct": 0.6776574803149606, "license": "CC-BY-NC-SA-4.0", "selection_order": 2877, "video": "videos/9ff4d14241d626491fd63aea6004a8eaddf3da02121d03728afa7552fd0c3c3c.mp4", "video_id": "9ff4d14241d626491fd63aea6004a8eaddf3da02121d03728afa7552fd0c3c3c"}
{"item_id": "S-EMBER_6132", "benchmark": "S-EMBER", "question": "How does this vendor compare with the \"Berrie Kabobs\" I saw earlier?", "options": ["This stand is an all-purpose fruit and snack booth, whereas Berrie Kabobs is a specialty stall for desserts.", "This vendor is Magg's Mac Shack selling macaroni, while Berrie Kabobs sells fruit skewers or similar dessert items.", "This vendor is much larger and features more flags and signs than the small white tent of Berrie Kabobs.", "This vendor has customers and sells various items, while Berrie Kabobs had no visible customers and sells food.", "This vendor is a mobile taco stand near other trucks, while Berrie Kabobs is in a large food court."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "object_comparison", "scene_type": "music_dance_performance", "duration_group": "10-30min", "duration_s": 600.416667, "attack_pct": 0.9955627985026462, "license": "CC-BY-NC-4.0", "selection_order": 2883, "video": "videos/b7251548bfdd57032f3e1c9f5f13c0cd2ea2642154809593b62235a70ba996bf.mp4", "video_id": "b7251548bfdd57032f3e1c9f5f13c0cd2ea2642154809593b62235a70ba996bf"}
{"item_id": "HLV-1K_6545", "benchmark": "HLV-1K", "question": "What kind of establishment is adorned with colorful flower baskets in the video?", "options": ["The Eel Pie.", "The Cherry Tree Veterinary Practice.", "A grocery store.", "A pet store."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "object understanding", "scene_type": "animals_wildlife", "duration_group": ">30min", "duration_s": 1916.784036, "attack_pct": 0.7420937136956242, "license": "MIT", "selection_order": 2884, "video": "videos/1af4c7a1485bbb404cec82c123acb084f8d3aee21b5631a2a023c3701c26725d.mp4", "video_id": "1af4c7a1485bbb404cec82c123acb084f8d3aee21b5631a2a023c3701c26725d"}
{"item_id": "TimeScope_244", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["kiwi, apple, mango", "cherry, cherry, papaya", "raspberry, cherry, cherry", "mango, mango, papaya", "cherry, date, papaya", "mango, cherry, apple"], "answer": "F", "answer_idx": 5, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 1200.0, "attack_pct": 0.7952352523557507, "license": "unknown", "selection_order": 2890, "video": "videos/5f98091ff3b52fb69bd00ace1651d7ad1540dab46ca79f592115929a65eb1479.mp4", "video_id": "5f98091ff3b52fb69bd00ace1651d7ad1540dab46ca79f592115929a65eb1479"}
{"item_id": "VideoOdyssey_1489", "benchmark": "VideoOdyssey", "question": "At Kebapçı Halil Usta, what is displayed on the wall?", "options": ["Traditional Turkish carpets", "Menu boards with prices", "Painted landscapes", "Photos of customers"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "V/Object Recognition", "scene_type": "cooking_food", "duration_group": ">30min", "duration_s": 12254.888345, "attack_pct": 0.3316283722731379, "license": "CC-BY-NC-SA-4.0", "selection_order": 2891, "video": "videos/41e245d0d2e0aa4c41c15756e732d44fd353a0df8e9d14d57af86e93a4871118.mp4", "video_id": "41e245d0d2e0aa4c41c15756e732d44fd353a0df8e9d14d57af86e93a4871118"}
{"item_id": "S-EMBER_388", "benchmark": "S-EMBER", "question": "From here, how do I get back to the spot where I looked up the Baccharis texana plant?", "options": ["Walk back down the paved asphalt path until it transitions into a dirt trail, then head towards the pond and palm trees to find the bush.", "Retrace your steps to the area near the trees and the small pond, as the plant is located near the base of a tree close to the water.", "Follow the road you are on in the direction you came from, cross the intersecting two-way road, and look in the brush on the other side.", "Retrace your path back along the gravel trail, cross the small wooden footbridge, and find the information kiosk just past the second bench on the right.", "Turn around and walk back down the paved road past the parking lot, pond, and palm trees until you reach the plant near a large tree."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "egocentric", "task_class": "spatial_aware_reasoning", "scene_type": "other", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.7298309022847553, "license": "CC-BY-NC-4.0", "selection_order": 2897, "video": "videos/7f54314eb6ad19e897fbd1b5116494621f6b62cecb222c7feb26e94577689ef0.mp4", "video_id": "7f54314eb6ad19e897fbd1b5116494621f6b62cecb222c7feb26e94577689ef0"}
{"item_id": "TimeScope_184", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["tangerine, grape, lemon", "fig, banana, kiwi", "date, raspberry, tangerine", "grape, tangerine, elderberry", "raspberry, date, cherry", "elderberry, raspberry, raspberry"], "answer": "D", "answer_idx": 3, "n_options": 6, "chance": 0.166667, "capability": "grounding", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 1800.0, "attack_pct": 0.6813766619336518, "license": "unknown", "selection_order": 2898, "video": "videos/ebbdcdccf68e3501db2d1e1a845fc58156298323c6c1fe043ffa8b745ea999c3.mp4", "video_id": "ebbdcdccf68e3501db2d1e1a845fc58156298323c6c1fe043ffa8b745ea999c3"}
{"item_id": "StreamingBench_1730", "benchmark": "StreamingBench", "question": "Where is the hotel in relation to the cyclist right now?", "options": ["On the right side.", "On the left side.", "Behind the cyclist.", "Directly ahead."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "Spatial Understanding", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 1021.027846, "attack_pct": 0.9540225248483284, "license": "unknown", "selection_order": 2904, "video": "videos/ff1ba24ceca7339a3e63f51747df47c7bfdfb3e296e2ecf9adf799e7ae4ac74f.mp4", "video_id": "ff1ba24ceca7339a3e63f51747df47c7bfdfb3e296e2ecf9adf799e7ae4ac74f"}
{"item_id": "VideoOdyssey_1634", "benchmark": "VideoOdyssey", "question": "How did Rosie prove its identity to the little girl when the girl doubted who it was?", "options": ["Made a gesture of drinking from a baby bottle", "Imitated a phrase the little girl had said", "Danced for the little girl", "Took off the fake nose and ears used as a disguise"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "long_video", "task_class": "AV/Action Recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 3964.226757, "attack_pct": 0.1532770749967729, "license": "CC-BY-NC-SA-4.0", "selection_order": 2905, "video": "videos/da7d1e815b688ee88e8834b475dc04a827a01f78c32efb5313ef0baaa58abf81.mp4", "video_id": "da7d1e815b688ee88e8834b475dc04a827a01f78c32efb5313ef0baaa58abf81"}
{"item_id": "StreamingBench_1748", "benchmark": "StreamingBench", "question": "Where is the person photographing the motorcycles standing right now?", "options": ["On the sidewalk.", "In the middle of the street.", "On the motorcycle.", "In the next shop."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "Spatial Understanding", "scene_type": "traffic_driving_accidents", "duration_group": "10-30min", "duration_s": 674.911202, "attack_pct": 0.8589615334968375, "license": "unknown", "selection_order": 2911, "video": "videos/b364b9b5c02d0d242ff096c2ba349f535622c66f564307d8fc95db8bca93d8c3.mp4", "video_id": "b364b9b5c02d0d242ff096c2ba349f535622c66f564307d8fc95db8bca93d8c3"}
{"item_id": "HLV-1K_6723", "benchmark": "HLV-1K", "question": "What happens after the scene featuring a person holding a black Mastercard credit card in an outdoor setting?", "options": ["A lively outdoor scene by a waterfront with a tree-lined promenade and a large boat.", "A close-up view of a hand holding a white card branded 'barik'.", "A vibrant urban scene featuring a river, historical and modern buildings, and a bridge with red buses.", "A serene view of a woman in a white robe standing on a balcony."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal-relationship", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 2767.191655, "attack_pct": 0.5591680650574415, "license": "MIT", "selection_order": 2912, "video": "videos/aee2d35ef82b8a57cbdfcbbdbb0926689d764ef6eb9d3dd6902f93b34fe9abbe.mp4", "video_id": "aee2d35ef82b8a57cbdfcbbdbb0926689d764ef6eb9d3dd6902f93b34fe9abbe"}
{"item_id": "S-EMBER_3688", "benchmark": "S-EMBER", "question": "How many times did she roll the dice?", "options": ["She rolled the dice two times.", "She rolled the dice three times.", "She rolled the dice six times.", "She rolled the dice five times.", "She rolled the dice four times."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.3130889376532851, "license": "CC-BY-NC-4.0", "selection_order": 2918, "video": "videos/708ed0dbd71255317744c549d52d2870ca551778916ac3057784abbb111315bd.mp4", "video_id": "708ed0dbd71255317744c549d52d2870ca551778916ac3057784abbb111315bd"}
{"item_id": "HLV-1K_8984", "benchmark": "HLV-1K", "question": "What happened after the animated character in a state of action or distress at a table set with pancakes?", "options": ["The scene transitions to a grocery store aisle with a red hanging sign indicating aisle number 7.", "The scene transitions to a simple, stylized map highlighting the U.S.A. in white on a blue background.", "The scene transitions to a vibrant animated character with purple hair and a thrilled expression.", "The scene transitions to a whimsical, cartoonish scene set against a background that resembles lined paper."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal-relationship", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 3634.9678, "attack_pct": 0.2828110881631599, "license": "MIT", "selection_order": 2919, "video": "videos/a35a727d4c3254cc5026d0df1e77f4b2d49c086ea94b8e7d2854c25094ae9a47.mp4", "video_id": "a35a727d4c3254cc5026d0df1e77f4b2d49c086ea94b8e7d2854c25094ae9a47"}
{"item_id": "VSI-Super-Wild_365", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] Here are 4 frames captured at different moments in the video. Each frame is shown from a slightly rotated viewpoint (30-60 degrees). Choose the option listing the frames by capture time, from first to last.", "options": ["Frame 4 → Frame 2 → Frame 1 → Frame 3", "Frame 1 → Frame 3 → Frame 2 → Frame 4", "Frame 4 → Frame 2 → Frame 3 → Frame 1", "Frame 3 → Frame 4 → Frame 2 → Frame 1"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VPO", "scene_type": "aerial_drone_urban_navigation", "duration_group": "10-30min", "duration_s": 862.223767, "attack_pct": 0.7974699883825997, "license": "unknown", "selection_order": 2925, "video": "videos/0cb47a326f3360dd275f3f5adac5a467825f281679663043a3ee83e88160c0ff.mp4", "video_id": "0cb47a326f3360dd275f3f5adac5a467825f281679663043a3ee83e88160c0ff"}
{"item_id": "StreamingBench_2720", "benchmark": "StreamingBench", "question": "Which car won first place in this competition?", "options": ["The blue car.", "The dark purple car.", "The red car.", "The green and black car."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Event Understanding", "scene_type": "ai_generated_synthetic", "duration_group": "10-30min", "duration_s": 874.579592, "attack_pct": 0.5883567832709435, "license": "unknown", "selection_order": 2932, "video": "videos/5c9d4347c7ca50422a1cdab039018998dffbf68a769e37f69914bbbd768c3eb0.mp4", "video_id": "5c9d4347c7ca50422a1cdab039018998dffbf68a769e37f69914bbbd768c3eb0"}
{"item_id": "1756", "benchmark": "LVBench", "question": "What is the nationality of the producers for the Best Picture award?", "options": ["Americans", "Chinese", "Koreans", "Japanese"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "event understanding", "scene_type": "music_dance_performance", "duration_group": ">30min", "duration_s": 5616.256871, "attack_pct": 0.3277720407899832, "license": "CC-BY-NC-SA-4.0", "selection_order": 2933, "video": "videos/dcaf723f60817a598f72541fcc152a120bded5e4145131074a399270815ab768.mp4", "video_id": "dcaf723f60817a598f72541fcc152a120bded5e4145131074a399270815ab768"}
{"item_id": "Video-MME-v2_2862", "benchmark": "Video-MME-v2", "question": "How many arrows did the participant in white hit the target's scoring area?", "options": ["57.1%.", "68.9%.", "20%.", "33.3%.", "66.7%.", "100%.", "16.7%.", "50%."], "answer": "D", "answer_idx": 3, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 864.316372, "attack_pct": 0.7855056796179166, "license": "MIT", "selection_order": 2939, "video": "videos/02ca99437005d3bf4af305fc3e29bd653153031219d7e6584f46792418393844.mp4", "video_id": "02ca99437005d3bf4af305fc3e29bd653153031219d7e6584f46792418393844"}
{"item_id": "LongVideoBench_1248", "benchmark": "LongVideoBench", "question": "Two people appear in the room. One person is lying on debris in the corner, while the other person is sitting by the feet of the lying person. There is a can placed inside the room, and behind the sitting man is a fireplace. What did the person lying on the debris do the first time they appeared?", "options": ["Holding the head with both hands", "Supporting the chin with one hand", "Using hands to touch the top of the head", "Crossing arms over the chest", "Using hand to support the forehead"], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "O2E", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2066.5, "attack_pct": 0.5913821479282303, "license": "CC-BY-NC-SA-4.0", "selection_order": 2940, "video": "videos/b61218aa6ff55eed735e53bb2ecd27fa1a4746fc55779a0bf12ed600dcac79cc.mp4", "video_id": "b61218aa6ff55eed735e53bb2ecd27fa1a4746fc55779a0bf12ed600dcac79cc"}
{"item_id": "Video-MME-v2_1603", "benchmark": "Video-MME-v2", "question": "Each chef spun the wheel twice to determine their ingredients. What is the correct sequence of the following three \"second ingredient\" events?", "options": ["Chef Rush gets roasted beef brisket scraps → Patrick gets birthday cake → Albert gets Tondol benefits.", "Patrick gets roasted beef brisket scraps → Chef Rush gets Tondol → Albert gets birthday cake.", "Chef Rush gets birthday cake → Albert gets roasted beef brisket toppings → Patrick gets Tondol benefits.", "Chef Rush gets roasted beef brisket scraps → Albert gets Tondol → Patrick gets birthday cake.", "Albert receives multiple benefits → Chef Rush receives grilled beef brisket scraps → Patrick receives birthday cake.", "Patrick gets birthday cake → Albert gets Tondol → Chef Rush gets roasted beef brisket toppings.", "Albert receives multiple benefits → Patrick receives birthday cake → Chef Rush receives roasted beef brisket scraps.", "Patrick gets birthday cake → Chef Rush gets roasted beef brisket toppings → Albert gets Tondol benefits."], "answer": "E", "answer_idx": 4, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 845.995828, "attack_pct": 0.491093326448948, "license": "MIT", "selection_order": 2946, "video": "videos/3b698d4f65cc5b793bd03c4a863cee0e08b456309e848cdc16f94f8e4b36a491.mp4", "video_id": "3b698d4f65cc5b793bd03c4a863cee0e08b456309e848cdc16f94f8e4b36a491"}
{"item_id": "VSI-Super-Wild_4716", "benchmark": "VSI-Super-Wild", "question": "[Ordering] In this video, choose the option listing the four objects by first-appearance time.", "options": ["blue pickup truck → traffic light → beverage cooler → white sports car", "blue pickup truck → traffic light → white sports car → beverage cooler", "beverage cooler → white sports car → blue pickup truck → traffic light", "beverage cooler → traffic light → white sports car → blue pickup truck"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "VOO", "scene_type": "other", "duration_group": ">30min", "duration_s": 3047.473967, "attack_pct": 0.573141215954563, "license": "unknown", "selection_order": 2947, "video": "videos/724b80c9034dd70c150d64dfde6d44c34e279155b27bcbaeb48a7a21ea928199.mp4", "video_id": "724b80c9034dd70c150d64dfde6d44c34e279155b27bcbaeb48a7a21ea928199"}
{"item_id": "Video-MME_1750", "benchmark": "Video-MME", "question": "Which exercise did the man in the video do that required him to block his nose?", "options": ["The forth.", "The third.", "The second.", "The first."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Action Recognition", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 728.735057, "attack_pct": 0.8575738995740286, "license": "unknown", "selection_order": 2953, "video": "videos/a7d291a6d8b79b813e7adbf876f5058099a536027674363f676b6dbdce04acc5.mp4", "video_id": "a7d291a6d8b79b813e7adbf876f5058099a536027674363f676b6dbdce04acc5"}
{"item_id": "TimeScope_1140", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words.\\n\\nQuestion: What does the girl do after getting off the subway?", "options": ["working out at gym", "attending a class", "working at the office", "meeting with friends", "taking the plane", "visiting parents"], "answer": "A", "answer_idx": 0, "n_options": 6, "chance": 0.166667, "capability": "temporal", "task_class": "_none", "scene_type": "science_experiment_lab", "duration_group": ">30min", "duration_s": 3600.0, "attack_pct": 0.9183474248096036, "license": "unknown", "selection_order": 2954, "video": "videos/0bebbc036e5c9deda82108f29fe84da47d89f5b233a84d75e232dd018a5ee51a.mp4", "video_id": "0bebbc036e5c9deda82108f29fe84da47d89f5b233a84d75e232dd018a5ee51a"}
{"item_id": "Video-MME_1182", "benchmark": "Video-MME", "question": "What happens when a monster teach math?", "options": ["Two students is fighting.", "A student gets answer quickly.", "All student study quietly.", "No one in the room."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Action Recognition", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 690.515011, "attack_pct": 0.4312072415128437, "license": "unknown", "selection_order": 2960, "video": "videos/e99bad4544a43973c6cc4b88125f7fb46a6a372131fafe885e4e602f25f1fc8e.mp4", "video_id": "e99bad4544a43973c6cc4b88125f7fb46a6a372131fafe885e4e602f25f1fc8e"}
{"item_id": "LongVideoBench_657", "benchmark": "LongVideoBench", "question": "The man in the blue shirt is standing in front of a transparent display window. Inside the window, there are hanging roast ducks and other meats. On the right side of the window, there's a black area with white stripes. What food does the man eat first in front of the display window?", "options": ["bun", "roast duck", "mooncake", "mixed ham", "apple"], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "O3O", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 922.087833, "attack_pct": 0.8751290822253776, "license": "CC-BY-NC-SA-4.0", "selection_order": 2967, "video": "videos/9b7cd5e72c65c07148856722f2f11d787e427ee15cf1d0a9a2660812ec987c43.mp4", "video_id": "9b7cd5e72c65c07148856722f2f11d787e427ee15cf1d0a9a2660812ec987c43"}
{"item_id": "VideoOdyssey_1326", "benchmark": "VideoOdyssey", "question": "During the time period from 00:05:40 to 00:15:50 in the video, did the driver exhibit any dangerous driving behavior? Please explain the reason.", "options": ["No, the driver's behavior was safe and compliant with driving regulations.", "Yes, the driver exhibited dangerous driving behavior — they made or answered a phone call while driving.", "Yes, the driver exhibited dangerous driving behavior — while driving, they held a coffee cup in their right hand, then took both hands off the steering wheel to use their phone.", "Yes, the driver exhibited dangerous driving behavior — while driving, they held a coffee cup in their right hand, and after finishing the coffee, they took both hands off the steering wheel to wipe the cup."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "V/Summarization", "scene_type": "traffic_driving_accidents", "duration_group": ">30min", "duration_s": 3830.595918, "attack_pct": 0.9842842390602814, "license": "CC-BY-NC-SA-4.0", "selection_order": 2968, "video": "videos/091ab2f71c61f838a30813ce1beca3ac58a1506cb4623969d7fd1c7926a7ad9a.mp4", "video_id": "091ab2f71c61f838a30813ce1beca3ac58a1506cb4623969d7fd1c7926a7ad9a"}
{"item_id": "LongVideo-Reason-eval_816", "benchmark": "LongVideo-Reason-eval", "question": "Based on the video, which of the following is explicitly mentioned in the packaging text of the Peppa Pig dollhouse?", "options": ["A green dragon figurine", "\"Princess Peppa's Palace\"", "A purple mirror with a gold frame", "A treasure chest with gold coins"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "temporal", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 609.709569, "attack_pct": 0.9834694075125856, "license": "Apache-2.0", "selection_order": 2974, "video": "videos/f56c69c9ac680165e3845873b81d06af53da4a18482e9556028d931a92149f88.mp4", "video_id": "f56c69c9ac680165e3845873b81d06af53da4a18482e9556028d931a92149f88"}
{"item_id": "ScaleLong_1453", "benchmark": "ScaleLong", "question": "How many rounds did Vitality win in the first two games?", "options": ["15, 10.", "16, 9.", "15, 9.", "16, 10."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Story", "scene_type": "video_games_software_ui", "duration_group": ">30min", "duration_s": 6599.506009, "attack_pct": 0.6671856847812057, "license": "unknown", "selection_order": 2975, "video": "videos/c8856937e51ae1aa1e657d46c5a949327310868b688492025ced93629bf19048.mp4", "video_id": "c8856937e51ae1aa1e657d46c5a949327310868b688492025ced93629bf19048"}
{"item_id": "Video-MME-v2_1491", "benchmark": "Video-MME-v2", "question": "This item has several metal strips welded to its bottom. Based on a comprehensive analysis of the entire design structure, what would happen if the spacing between these metal strips were reduced?", "options": ["The item might become more susceptible to deformation.", "The magnet shown in the video would remain firmly fixed.", "The magnet shown in the video would no longer be effectively attracted.", "The item might become more prone to rusting.", "The slotted iron piece shown in the video could not be secured properly.", "The item might slip during use.", "The magnetic attraction force shown in the video would become stronger.", "The magnet shown in the video could not be fixed in place."], "answer": "C", "answer_idx": 2, "n_options": 8, "chance": 0.125, "capability": "spatial", "task_class": "_none", "scene_type": "industrial_construction_manufacturing", "duration_group": "10-30min", "duration_s": 883.078095, "attack_pct": 0.97262650058087, "license": "MIT", "selection_order": 2981, "video": "videos/e71064e6fd8ec27620bc7224bc4e1d132e150ae8406c6deaab86b4d0efef38ea.mp4", "video_id": "e71064e6fd8ec27620bc7224bc4e1d132e150ae8406c6deaab86b4d0efef38ea"}
{"item_id": "ScaleLong_1604", "benchmark": "ScaleLong", "question": "The middle part of the video have talking about which of the following?", "options": ["Walking on Mars", "Flying in the sky", "Swimming on the sea bottom", "Swifting under the earth"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Shot", "scene_type": "ai_generated_synthetic", "duration_group": ">30min", "duration_s": 6756.666667, "attack_pct": 0.921251774880599, "license": "unknown", "selection_order": 2982, "video": "videos/c642c7c488b3b5f0649278a67ee170a0357a88646978d4a1de2c308eff6d6ff1.mp4", "video_id": "c642c7c488b3b5f0649278a67ee170a0357a88646978d4a1de2c308eff6d6ff1"}
{"item_id": "TimeScope_2788", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["lemon, papaya, date", "elderberry, raspberry, honeydew", "nectarine, banana, date", "date, nectarine, tangerine", "lemon, grape, banana", "grape, banana, lemon"], "answer": "E", "answer_idx": 4, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "music_dance_performance", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.916895249774106, "license": "unknown", "selection_order": 2988, "video": "videos/236365c874bbc3c8a2388a4f0c12f333aaf830c71449f4f859f1c677d6851e7b.mp4", "video_id": "236365c874bbc3c8a2388a4f0c12f333aaf830c71449f4f859f1c677d6851e7b"}
{"item_id": "HLV-1K_7200", "benchmark": "HLV-1K", "question": "How does the appearance of the dog house change from the beginning to the end of the video (40.0 to 4101.0 seconds)?", "options": ["The dog house changes from having a red cloth to having a brown cushion on top.", "The dog house changes from having a green bottle to having a green cup on top.", "The dog house changes from having a green toy to having a green apple on top.", "The dog house changes from having a green container to having a green bottle on top."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "attribute-change", "scene_type": "animals_wildlife", "duration_group": ">30min", "duration_s": 4265.06449, "attack_pct": 0.7777607460952627, "license": "MIT", "selection_order": 2989, "video": "videos/63cc4d4087a0fc7b9426719f9fe2d285b165af4340b93314bd5d9e1a15e3c2ec.mp4", "video_id": "63cc4d4087a0fc7b9426719f9fe2d285b165af4340b93314bd5d9e1a15e3c2ec"}
{"item_id": "HERBench_1089", "benchmark": "HERBench", "question": "Which of the following objects the camera wearer of the video did NOT interact with?", "options": ["chair", "table", "blind pull", "fridge", "aubergine"], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "False Object Memory", "scene_type": "cooking_food", "duration_group": ">30min", "duration_s": 3379.166667, "attack_pct": 0.9492384148702724, "license": "CC-BY-NC-SA-4.0", "selection_order": 2996, "video": "videos/d609086e0e9bbb0e0eb5e96d963231f355b4b25511767ade10079d8200c6333d.mp4", "video_id": "d609086e0e9bbb0e0eb5e96d963231f355b4b25511767ade10079d8200c6333d"}
{"item_id": "S-EMBER_1213", "benchmark": "S-EMBER", "question": "How many bench plaques did I point to in a row after I pointed at the ‘no skateboards, rollerskates, or bladeskates' sign?", "options": ["Five.", "One.", "Three.", "Four.", "Two."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "other", "duration_group": "10-30min", "duration_s": 600.166667, "attack_pct": 0.7718713695624112, "license": "CC-BY-NC-4.0", "selection_order": 3002, "video": "videos/3809d5a2aa2eb0f01719f74ced1121903203ea832c2871d4e5383a35006e2302.mp4", "video_id": "3809d5a2aa2eb0f01719f74ced1121903203ea832c2871d4e5383a35006e2302"}
{"item_id": "V2P-Bench_1097", "benchmark": "V2P-Bench", "question": "Which of the marked modules was clicked next?", "options": ["1.", "2.", "3.", "4."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "1", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 2440.440454, "attack_pct": 0.8073367109848973, "license": "CC-BY-NC-4.0", "selection_order": 3003, "video": "videos/a8392b4166ef319ea5f790c13a5fe2fb007a6084ec66257a7aba6b4d6fdd3026.mp4", "video_id": "a8392b4166ef319ea5f790c13a5fe2fb007a6084ec66257a7aba6b4d6fdd3026"}
{"item_id": "Video-MME_1437", "benchmark": "Video-MME", "question": "Among the games, which winner has the quickest finishing time?", "options": ["The first one.", "The second one.", "The third one.", "The last one."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Object Reasoning", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 632.720544, "attack_pct": 0.7314686330192333, "license": "unknown", "selection_order": 3009, "video": "videos/282eb146deb1012a767b0cdaf1055e17c8045e728a99d8174c5b5f77e1546864.mp4", "video_id": "282eb146deb1012a767b0cdaf1055e17c8045e728a99d8174c5b5f77e1546864"}
{"item_id": "Video-MME-v2_1327", "benchmark": "Video-MME-v2", "question": "Assuming the main character player is not killed in the first deathmatch, but successfully eliminates his target with his current weapon, according to the weapon progression sequence shown in the video, which new weapon will he immediately upgrade to? Considering the characteristics of that new weapon, what is his most likely next target and action?", "options": ["He will upgrade to the ROBLOX BIG PAINTABLL. Using this compact weapon, he will sneak up on lone enemies.", "He will upgrade to a rocket launcher. His most logical next move would be to set up a launch pad in the courtyard to attack players on large inflatable floating beds.", "He will upgrade to STOMP SOAKER. His most rational action is to ignore the enemies around him and continue to focus on attacking distant targets on the lawn.", "He will upgrade to the ultimate skip balls. He will use the wide-ranging destructive power of this weapon to attack enemies in a crowd.", "He will obtain a bubble gun. His most reasonable action is to retreat to the stairs and utilize the weapon's range effect from a higher vantage point.", "The game will end directly, as this is the last level up.", "He will upgrade to Spyra LX. He will use this weapon's high-frequency firing rate to engage and eliminate his enemies in direct combat.", "He will upgrade to Spyra LX. He will use the immense power of this weapon to attack enemies in the water."], "answer": "A", "answer_idx": 0, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 642.489615, "attack_pct": 0.5551019749580482, "license": "MIT", "selection_order": 3023, "video": "videos/62eb61b0c831f63216a37721b32fee0afca85c3d9ea0c8b86152a02a853d7bd2.mp4", "video_id": "62eb61b0c831f63216a37721b32fee0afca85c3d9ea0c8b86152a02a853d7bd2"}
{"item_id": "ScaleLong_1206", "benchmark": "ScaleLong", "question": "After visiting the Arc de Triomphe, which attraction did the blogger visit next?", "options": ["Eiffel Tower", "Louvre Museum", "Notre-Dame Cathedral", "Sacré-Cœur Basilica"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Shot", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 5543.56, "attack_pct": 0.4607025300116174, "license": "unknown", "selection_order": 3024, "video": "videos/4c993b2b1d29fa7aff6d68d591429670ad655141cb14120ba4ba19513b8b6d8d.mp4", "video_id": "4c993b2b1d29fa7aff6d68d591429670ad655141cb14120ba4ba19513b8b6d8d"}
{"item_id": "VSI-Super-Wild_2611", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] At the indicated moment in this clip, which direction is the camera/person moving? (forward = the direction the camera is facing)", "options": ["left", "backward", "right", "forward"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VMR", "scene_type": "aerial_drone_urban_navigation", "duration_group": "10-30min", "duration_s": 862.223767, "attack_pct": 0.8886101071382471, "license": "unknown", "selection_order": 3030, "video": "videos/7d1dfff739756a61a25ee570f76cf9e1de08b62ca75f02ac889f82295c48cdfc.mp4", "video_id": "7d1dfff739756a61a25ee570f76cf9e1de08b62ca75f02ac889f82295c48cdfc"}
{"item_id": "ScaleLong_1237", "benchmark": "ScaleLong", "question": "What was the first action Philip Kane's mother did when he walked out the door?", "options": ["Hugged him", "Clapped her hands", "Raised both hands high", "Waved her hands"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Shot", "scene_type": "music_dance_performance", "duration_group": ">30min", "duration_s": 3066.688625, "attack_pct": 0.7022476442493869, "license": "unknown", "selection_order": 3031, "video": "videos/d89285022fa498e34fc6759b7d12a6163d04c744653645805b2f3694bd3dedff.mp4", "video_id": "d89285022fa498e34fc6759b7d12a6163d04c744653645805b2f3694bd3dedff"}
{"item_id": "UrbanVideo-Bench_3931", "benchmark": "UrbanVideo-Bench", "question": "Navigation Instruction given at initial position: [take off and turn right move towards the base bridge. now turn left on your back move towards the red rocket building. now turn right move towards the pond and turn left move forward and slow down to the road and stay there.]. At the initial position, you are asked to move according to a series of movement instructions. What are you doing now?", "options": ["I turn my back to the left and walk toward the red rocket building.", "I turn right at the building.", "I move forward and downward.", "I fly over buildings.", "I turn right toward the base bridge."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Progress Evaluation", "scene_type": "ai_generated_synthetic", "duration_group": "10-30min", "duration_s": 688.0, "attack_pct": 0.6325755131018459, "license": "MIT", "selection_order": 3037, "video": "videos/75dd8e1f29dd323145faa5cd8f80eb41aa959dca3dd4590bbfc79fd361109946.mp4", "video_id": "75dd8e1f29dd323145faa5cd8f80eb41aa959dca3dd4590bbfc79fd361109946"}
{"item_id": "ScaleLong_918", "benchmark": "ScaleLong", "question": "What was used as a transition animation in the program?", "options": ["Live band performance music", "Voiceovers and narration", "Pre-recorded music tracks", "Visual effects and graphics"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Story", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3596.159233, "attack_pct": 0.4215825480831289, "license": "unknown", "selection_order": 3038, "video": "videos/dab22b0e1a2c70c97f32fd59b230cdfbb491924c370c8fe0d1f8d99213087a32.mp4", "video_id": "dab22b0e1a2c70c97f32fd59b230cdfbb491924c370c8fe0d1f8d99213087a32"}
{"item_id": "K9-Bench_3953", "benchmark": "K9-Bench", "question": "Describe the change in the dog's posture and actions on the red beanbag when it transitions from active play with the large plush wolf toy to a more relaxed state.", "options": ["Changes from taut, ready-to-pounce to relaxed, stretched-out posture. Front paw on wolf's chest. Eyes half-closed. Occasional nose twitch.", "Changes from pouncing to sprawled belly-up position. Head on wolf's body. Ears half-folded. Relaxed tail. Deep sigh.", "Changes from upright, alert to recumbent, curled position. Paw lightly on wolf's head. Subtle tail twitch. Slow blink.", "Changes from energetic to prone position. Mouth around wolf's leg with less intensity. Slower tail wag. Complete stillness.", "Changes from alert, standing to side-lying position. Muzzle nudging wolf's flank. Even, slow breath. Closed eyes."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "posture analysis", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 664.578322, "attack_pct": 0.722206983348393, "license": "CC-BY-NC-4.0", "selection_order": 3044, "video": "videos/127784c915c520257ef448801879d36c8cfb4c21a5ac91b861212f9a780fe663.mp4", "video_id": "127784c915c520257ef448801879d36c8cfb4c21a5ac91b861212f9a780fe663"}
{"item_id": "VSI-Super-Wild_6498", "benchmark": "VSI-Super-Wild", "question": "[Ordering] In this video, choose the option listing the four objects by first-appearance time.", "options": ["fire hydrant → traffic cone → trash can → information board", "information board → traffic cone → trash can → fire hydrant", "fire hydrant → traffic cone → information board → trash can", "trash can → fire hydrant → traffic cone → information board"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "VOO", "scene_type": "other", "duration_group": ">30min", "duration_s": 2829.993833, "attack_pct": 0.6671856847812057, "license": "unknown", "selection_order": 3045, "video": "videos/5653a124a0bae9d460b11237bdd67e512630af9081d4b30386c497767b16b439.mp4", "video_id": "5653a124a0bae9d460b11237bdd67e512630af9081d4b30386c497767b16b439"}
{"item_id": "TimeScope_1133", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words.\\n\\nQuestion: What does the golden retriever do after getting out of the box?", "options": ["lies on the ground", "kisses the man", "eats the food", "follows the baby", "plays with the ball", "gets back into the box"], "answer": "D", "answer_idx": 3, "n_options": 6, "chance": 0.166667, "capability": "grounding", "task_class": "_none", "scene_type": "science_experiment_lab", "duration_group": ">30min", "duration_s": 3600.0, "attack_pct": 0.3180344004130631, "license": "unknown", "selection_order": 3052, "video": "videos/be31292e796b58fd502b04bf88f347377a06ec86c2eb5a569a76736e841fc330.mp4", "video_id": "be31292e796b58fd502b04bf88f347377a06ec86c2eb5a569a76736e841fc330"}
{"item_id": "Video-MME-v2_319", "benchmark": "Video-MME-v2", "question": "When the narrator says she is ready to go home and get a good night's sleep, what does the video footage show?", "options": ["The screen is black with nothing on it.", "An empty art studio.", "A landscape shot of the sunset glow over a river.", "The narrator filming her own transcript/report card.", "The narrator taking a selfie while lying in bed.", "An empty classroom.", "Many students walking out of the campus.", "The narrator taking a selfie on the way home."], "answer": "C", "answer_idx": 2, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 744.1, "attack_pct": 0.3377517103394862, "license": "MIT", "selection_order": 3058, "video": "videos/f740202dca414e3630afd42afc22a247392622df21470325d9f8875dc59cd6c7.mp4", "video_id": "f740202dca414e3630afd42afc22a247392622df21470325d9f8875dc59cd6c7"}
{"item_id": "Video-MME_2657", "benchmark": "Video-MME", "question": "On which days of the week does the woman in the video take a rest?", "options": ["Saturday, Monday.", "Thursday, Tuesday.", "Thursday, Saturday.", "Saturday, Sunday."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Temporal Reasoning", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 2710.488526, "attack_pct": 0.5223070220730606, "license": "unknown", "selection_order": 3059, "video": "videos/3db717128698dc191ef64d0a2f6d721168ac7cb22ae3a1f26210f04e103112bc.mp4", "video_id": "3db717128698dc191ef64d0a2f6d721168ac7cb22ae3a1f26210f04e103112bc"}
{"item_id": "Video-MME-v2_2015", "benchmark": "Video-MME-v2", "question": "In the scene set in the principal's office, what does the cinematography convey during the conversation between the protagonist and the principal?", "options": ["Strong chiaroscuro lighting places Frank in shadow while illuminating the office, symbolizing his descent into moral darkness.", "It juxtaposes the serious dialogue inside the office with lighthearted visuals of the protagonist playing casually outside the window, portraying the act of deception as a childish prank.", "Uplifting background music accompanies the protagonist's lock-picking actions, hinting at a significant plot twist to come.", "Through restrained fixed long takes and subtle shifts to close-ups, the cinematography conveys the delicate power dynamics beneath a calm surface, as well as the protagonist's tension as he struggles to conceal his inner turmoil under the principal's authoritative gaze.", "The cinematography employs stable deep-focus shots and restrained shot-reverse-shot editing to construct an atmosphere of quiet intensity, suggesting unspoken scrutiny, probing, and psychological maneuvering beneath the surface of the conversation.", "A handheld, shaky camera is used from the protagonist's point of view to heighten his sense of tension and unease while eavesdropping.", "Through composed framing and calm camera movement, the cinematography externalizes the invisible power structure within the office, while subtle facial close-ups capture the protagonist's effort to maintain composure-and his underlying vulnerability-under the weight of institutional authority.", "Through frequent close-ups and a shallow depth of field, the cinematography conveys the tense psychological maneuvering and the sense of mutual scrutiny between the protagonist and the principal during their conversation."], "answer": "B", "answer_idx": 1, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 1145.486803, "attack_pct": 0.1302923712404801, "license": "MIT", "selection_order": 3065, "video": "videos/071cd1fd2711d00d09a224ea3211e1321cc5952a2c1c11ac44952dea05e3d9d2.mp4", "video_id": "071cd1fd2711d00d09a224ea3211e1321cc5952a2c1c11ac44952dea05e3d9d2"}
{"item_id": "OVO-S-Bench_1611", "benchmark": "OVO-S-Bench", "question": "(Question asked at 217.8 s into the video; 'current' refers to that moment.) Assuming the car is facing north at the beginning of the video, what is the orientation of Area A relative to Area B?", "options": ["northeast", "southwest", "northwest", "southeast"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "4.1", "scene_type": "traffic_driving_accidents", "duration_group": ">30min", "duration_s": 6279.366667, "attack_pct": 0.7271201755518265, "license": "unknown", "selection_order": 3066, "video": "videos/59c301d4b2536a800b02ad609dad08e20704d44d9b107ef06a65135f7cdc1a7a.mp4", "video_id": "59c301d4b2536a800b02ad609dad08e20704d44d9b107ef06a65135f7cdc1a7a"}
{"item_id": "OVO-S-Bench_738", "benchmark": "OVO-S-Bench", "question": "(Question asked at 368.3 s into the video; 'current' refers to that moment.) At the relevant moment, was the bedroom nightstand lamp on or off?", "options": ["On", "Off"], "answer": "A", "answer_idx": 0, "n_options": 2, "chance": 0.5, "capability": "grounding", "task_class": "2.2.2", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1110.0, "attack_pct": 0.6164725054859945, "license": "unknown", "selection_order": 3072, "video": "videos/ef657e41c65282f6b341be469117a08a9c1c97094dd995353ce557db92255b61.mp4", "video_id": "ef657e41c65282f6b341be469117a08a9c1c97094dd995353ce557db92255b61"}
{"item_id": "Video-MME_2682", "benchmark": "Video-MME", "question": "As can be seen in the video, which of the following is excluded from the power value on the red or blue small card?", "options": ["Value 3.", "Value 4.", "Value 5.", "Value 1."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Object Recognition", "scene_type": "video_games_software_ui", "duration_group": ">30min", "duration_s": 2540.054059, "attack_pct": 0.6249838647218278, "license": "unknown", "selection_order": 3073, "video": "videos/7a82afcd0a45b0a00679b78a3986d5f8eaaeef5150164a2b82a3ace50d79bfb8.mp4", "video_id": "7a82afcd0a45b0a00679b78a3986d5f8eaaeef5150164a2b82a3ace50d79bfb8"}
{"item_id": "LongVideoBench_1010", "benchmark": "LongVideoBench", "question": "In the video, a woman dressed in a blue suit with black hair adorned with a pink flower is squatting in a green vegetable garden. Next to her, a little girl with golden hair wearing a white outfit and a white hat is also squatting. When the subtitle 'making conservation education enjoyable' appears, what are they doing?", "options": ["Picking vegetables", "Planting flowers", "Planting vegetables", "Watering the vegetables", "Playing a game"], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "T2E", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 996.528867, "attack_pct": 0.988301923325158, "license": "CC-BY-NC-SA-4.0", "selection_order": 3079, "video": "videos/a504e338f43f6b223da8a586a0c247b852fdc20db97dcd3bc406404348acecc5.mp4", "video_id": "a504e338f43f6b223da8a586a0c247b852fdc20db97dcd3bc406404348acecc5"}
{"item_id": "Video-MME_2079", "benchmark": "Video-MME", "question": "According to what is shown in the video, what is the stickman animation about?", "options": ["A king rules the Minecraft world.", "A Minecraft video game played by stickmen.", "War in Minecraft world.", "A father revenges on his son in a Minecraft world."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Information Synopsis", "scene_type": "ai_generated_synthetic", "duration_group": ">30min", "duration_s": 1926.095238, "attack_pct": 0.7545904866399896, "license": "unknown", "selection_order": 3080, "video": "videos/67436aa59d44434e2b115bc5d6e07ea7e06a6de1bdfaea7c91ca320fbdd787b3.mp4", "video_id": "67436aa59d44434e2b115bc5d6e07ea7e06a6de1bdfaea7c91ca320fbdd787b3"}
{"item_id": "Video-MME-v2_815", "benchmark": "Video-MME-v2", "question": "Which of the following accurately describes the complete construction process of the drainage system designed to handle yard runoff?", "options": ["Place a long stainless steel drainage channel with a punched circular hole cover at the lowest point of the path, dig a deep pit, connect the drain to the pit via a black flexible corrugated hose, and fill the pit with rocks.", "Place a long stainless steel drainage channel covered with pebbles on the surface at the lowest point of the path, lay PVC pipes across the yard, and discharge the water directly into the municipal storm drain by the street without digging a pit.", "Place an invisible linear drain (slot drain) with only a thin slit on the surface at the lowest point of the path, dig a shallow trench, connect the drain via a PVC pipe to a pop-up emitter at the far end of the lawn.", "Place a long channel drain with a black polymer grate at the lowest point of the path, dig a deep pit, connect the drain via a PVC pipe, and place black plastic soakage module boxes wrapped in geotextile into the pit.", "Place a heavy-duty long channel drain with a cast iron slatted cover at the lowest point of the path, dig a deep pit, and bury a perforated plastic barrel (50-gallon drum) as a dry well instead of filling it directly with rocks.", "Place a French drain with a metal grate at the lowest point of the path, dig a deep pit, connect the drain to the pit via a PVC pipe, and fill the pit with rocks to create a soakwell.", "Place an open concrete drainage ditch without a cover at the lowest point of the path, dig a deep pit, connect it via a PVC pipe, and fill the pit completely with coarse sand to filter and disperse the water flow.", "Place a square catch basin covered with pebbles on the surface at the lowest point of the path, dig a deep pit, connect the catch basin to the pit via a PVC pipe, and fill the pit with rocks."], "answer": "F", "answer_idx": 5, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "industrial_construction_manufacturing", "duration_group": "10-30min", "duration_s": 1097.282177, "attack_pct": 0.9984026074609528, "license": "MIT", "selection_order": 3086, "video": "videos/489677ecd25e6b4e9ca8701d81a6939660758b9ec3c4a45b54a7624dd76e8fbf.mp4", "video_id": "489677ecd25e6b4e9ca8701d81a6939660758b9ec3c4a45b54a7624dd76e8fbf"}
{"item_id": "HLV-1K_7974", "benchmark": "HLV-1K", "question": "What happens after the man is seen walking along the sandy beach near the water's edge?", "options": ["The scene transitions to a vibrant beach scene with numerous people and a surfer riding a wave.", "The focus shifts indoors to a veterinary clinic featuring a girl with a bandaged hand and a black dog.", "The scene captures a close-up view of a reptile exhibiting intricate details of its textured skin.", "The scene transitions to a coastal location with a man jogging along a stone trail."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal-relationship", "scene_type": "animals_wildlife", "duration_group": ">30min", "duration_s": 2339.82839, "attack_pct": 0.7925648638182522, "license": "MIT", "selection_order": 3087, "video": "videos/b335d4a555f8b5cc5d32fb2eb486327e378a18a564ce8720481814a70437e849.mp4", "video_id": "b335d4a555f8b5cc5d32fb2eb486327e378a18a564ce8720481814a70437e849"}
{"item_id": "Video-MME_1250", "benchmark": "Video-MME", "question": "Which of the following sections is not included in the video?", "options": ["A live performance by One Direction.", "A rehearsal for the upcoming music concert.", "An interview discussing Zayn's departure from One Direction.", "Multiple news reports highlighting the success of One Direction."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Object Reasoning", "scene_type": "music_dance_performance", "duration_group": "10-30min", "duration_s": 605.971156, "attack_pct": 0.8083532335097457, "license": "unknown", "selection_order": 3093, "video": "videos/fecfa53ce8916a138d6fef8124b2c08ec1dfe0584b4ee770b2d20a03af216056.mp4", "video_id": "fecfa53ce8916a138d6fef8124b2c08ec1dfe0584b4ee770b2d20a03af216056"}
{"item_id": "HLV-1K_8845", "benchmark": "HLV-1K", "question": "How does the attribute of the green substance change from the beginning to the end of the event from 1333.0 to 1442.0 seconds?", "options": ["It changes from a solid to a liquid.", "It changes from a liquid to a solid.", "It changes from a frothy liquid to a solid.", "It changes from a solid to a frothy liquid."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "attribute-change", "scene_type": "cooking_food", "duration_group": ">30min", "duration_s": 5010.982313, "attack_pct": 0.6465486639989674, "license": "MIT", "selection_order": 3094, "video": "videos/fe85b3363ce2b525962be3dbead37dfcaf71196d32148130fc603f6a4edf3dfd.mp4", "video_id": "fe85b3363ce2b525962be3dbead37dfcaf71196d32148130fc603f6a4edf3dfd"}
{"item_id": "Video-MME_1061", "benchmark": "Video-MME", "question": "What is Nuralagus rex doing in the video?", "options": ["Flying.", "Eating.", "Walking.", "Hopping."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Action Recognition", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 715.592562, "attack_pct": 0.7420937136956242, "license": "unknown", "selection_order": 3100, "video": "videos/d6b4fa15d5bfeab4482e69611cc87c37c0b5dab1836692c0d64e10438045823c.mp4", "video_id": "d6b4fa15d5bfeab4482e69611cc87c37c0b5dab1836692c0d64e10438045823c"}
{"item_id": "Video-MME_1808", "benchmark": "Video-MME", "question": "Based on the video, which of the following statements is correct?", "options": ["Roughly 30% of all northern Europeans were dying of TB, most of them were artists and writers.", "The consumption was thought to be only prevelant in white people.", "TB was incurable.", "Southern California came to be known as \"the land of new lungs\" for the reason that the air there can heal TB diseases."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Object Reasoning", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 2996.140408, "attack_pct": 0.6041128824060927, "license": "unknown", "selection_order": 3101, "video": "videos/96cb35f879b9f4d7464f551439992e8a8368bdfac5eea31d921dc590c38f8b52.mp4", "video_id": "96cb35f879b9f4d7464f551439992e8a8368bdfac5eea31d921dc590c38f8b52"}
{"item_id": "S-EMBER_4379", "benchmark": "S-EMBER", "question": "How many times have I pointed at a plant or tree so far?", "options": ["You have pointed at a plant or tree exactly twice.", "You've pointed at a plant or tree four times so far.", "You haven't pointed at any plants or trees yet.", "So far, you have pointed at a plant or tree five times.", "You have pointed at a plant or tree three times so far."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "other", "duration_group": "10-30min", "duration_s": 611.333333, "attack_pct": 0.9442929521104944, "license": "CC-BY-NC-4.0", "selection_order": 3107, "video": "videos/53a4518e7806c74d054c14b6eac0eb66d49e92678873cddf3b6e4221a2ab3625.mp4", "video_id": "53a4518e7806c74d054c14b6eac0eb66d49e92678873cddf3b6e4221a2ab3625"}
{"item_id": "HLV-1K_5426", "benchmark": "HLV-1K", "question": "Between the time of 276.0 to 336.0 seconds and H to e seconds, which scene transition suggests a change in the relative speed of the narrative?", "options": ["From the person seated against a backdrop to the outdoor view of a building.", "From the wooded environment to the serene outdoor scene.", "From the serene outdoor scene to the indoor bedroom setting.", "From the laboratory scene to the woman lying in bed."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "speed", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 4213.283991, "attack_pct": 0.1288724667613269, "license": "MIT", "selection_order": 3108, "video": "videos/00dfbc59305fc67297636405038f798d4d1b465e4e4393465384724a3203d448.mp4", "video_id": "00dfbc59305fc67297636405038f798d4d1b465e4e4393465384724a3203d448"}
{"item_id": "Video-MME-v2_1473", "benchmark": "Video-MME-v2", "question": "The video features three trampoline scenes. In the second trampoline scene, a person in a red shirt and cowboy hat is filming from a distance. If a helper on the trampoline wants to come down to meet this person, which helper takes the shortest path?", "options": ["Man in white shirt and white pants.", "Man in Spider-Man top.", "Man in white shirt and black shorts.", "Man in white shirt and shorts.", "Man in white shirt and black pants.", "Man in red shirt and black shorts.", "Man in black shirt and black pants.", "Man in red shirt and black pants."], "answer": "G", "answer_idx": 6, "n_options": 8, "chance": 0.125, "capability": "spatial", "task_class": "_none", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 610.422834, "attack_pct": 0.4746998838259971, "license": "MIT", "selection_order": 3114, "video": "videos/4a7101fbbc635d845b9b1e34df73fb6428b26ebb870c77e9bc5e3fde7ec8b795.mp4", "video_id": "4a7101fbbc635d845b9b1e34df73fb6428b26ebb870c77e9bc5e3fde7ec8b795"}
{"item_id": "3023", "benchmark": "LVBench", "question": "What color is the hair dryer?", "options": ["Black", "White", "Red", "Blue"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "entity recognition", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 1808.950567, "attack_pct": 0.4052859171292113, "license": "CC-BY-NC-SA-4.0", "selection_order": 3115, "video": "videos/c9dba9a6ebc8f15932a5d519d9c729c134f0204f67a26643a34f7f64b93d0e25.mp4", "video_id": "c9dba9a6ebc8f15932a5d519d9c729c134f0204f67a26643a34f7f64b93d0e25"}
{"item_id": "StreamingBench_2231", "benchmark": "StreamingBench", "question": "What color are the traffic lights right now?", "options": ["Red.", "Yellow.", "Green.", "Blue."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Attribute Perception", "scene_type": "traffic_driving_accidents", "duration_group": "10-30min", "duration_s": 652.80215, "attack_pct": 0.9131922034335872, "license": "unknown", "selection_order": 3121, "video": "videos/4a82f7f6d4c422f4f3ad4b675b07c7910b667f7e89542a15846b37dbff3583d7.mp4", "video_id": "4a82f7f6d4c422f4f3ad4b675b07c7910b667f7e89542a15846b37dbff3583d7"}
{"item_id": "S-EMBER_3561", "benchmark": "S-EMBER", "question": "After Sandy's sunset finished loading, what appeared on the screen following the dark screen?", "options": ["A strategic game map divided into red and blue areas appeared.", "The game's main menu screen appeared following the dark screen.", "A 'Select Your Spawn Type' prompt appeared on the screen.", "A pre-match countdown timer reading 'Starting in 28' appeared.", "A 'Select Your Squad Type' prompt appeared on the screen."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "sequential_action", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.346553504582419, "license": "CC-BY-NC-4.0", "selection_order": 3128, "video": "videos/9c80b18b181fc9a710916190b8764a4adbd40e3f5bfaa7f847a520415757706e.mp4", "video_id": "9c80b18b181fc9a710916190b8764a4adbd40e3f5bfaa7f847a520415757706e"}
{"item_id": "V2P-Bench_84", "benchmark": "V2P-Bench", "question": "What card did the person indicated by the arrow draw?", "options": ["Spade 7", "Club 7", "Spade 9", "Club 9"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "17", "scene_type": "music_dance_performance", "duration_group": ">30min", "duration_s": 2031.996633, "attack_pct": 0.5902526784561766, "license": "CC-BY-NC-4.0", "selection_order": 3129, "video": "videos/128b817f19ef50f28629e6197769a3cd192c35ebd0fd6d33a541ab2c01b6975e.mp4", "video_id": "128b817f19ef50f28629e6197769a3cd192c35ebd0fd6d33a541ab2c01b6975e"}
{"item_id": "Video-MME_1193", "benchmark": "Video-MME", "question": "Where does the baby bird go at last?", "options": ["Flying away alone.", "Staying with the fox.", "Flying with its mom to its herd.", "Going to find its nest."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "long_video", "task_class": "Spatial Perception", "scene_type": "ai_generated_synthetic", "duration_group": "10-30min", "duration_s": 726.320181, "attack_pct": 0.8147428036659352, "license": "unknown", "selection_order": 3135, "video": "videos/f8e446a7aed232f38ecb8f8de9d7bb3ef9938beabf6afcbbc3e1555aa91c430c.mp4", "video_id": "f8e446a7aed232f38ecb8f8de9d7bb3ef9938beabf6afcbbc3e1555aa91c430c"}
{"item_id": "TimeScope_25", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["quince, kiwi, apple", "honeydew, tangerine, watermelon", "quince, lemon, tangerine", "fig, honeydew, quince", "raspberry, tangerine, fig", "fig, fig, raspberry"], "answer": "E", "answer_idx": 4, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 10800.0, "attack_pct": 0.874257777204079, "license": "unknown", "selection_order": 3136, "video": "videos/eca669ad925fb479779a8667009f3715ec0afc4697639f65fd5d7decd217f3a8.mp4", "video_id": "eca669ad925fb479779a8667009f3715ec0afc4697639f65fd5d7decd217f3a8"}
{"item_id": "Video-MME-v2_2037", "benchmark": "Video-MME-v2", "question": "In the video, there is a large ceramic jar with carp placed at its opening. Compared to the outside, how many fewer plastic balls are there inside?", "options": ["There are 6 red plastic balls outside, and 4 in the circular storage, so 2 are missing.", "There are 6 yellow plastic balls outside, and 4 in the circular storage, so 2 are missing.", "There are 7 yellow plastic balls and 1 blue plastic balls outside, and 5 in the circular storage, so 3 are missing.", "There are 6 yellow plastic balls outside, and 4 in the circular storage, so 2 is missing.", "There are five fewer plastic balls inside the circular storage compared to the number of balls scattered outside.", "There are 6 yellow plastic balls outside, and 6 in the circular storage, so the quantity has not changed.", "There are 6 yellow plastic balls outside, and 4 in the circular storage, so 3 are missing.", "There are 6 blue plastic balls outside, and 4 in the circular storage, so 2 are missing."], "answer": "C", "answer_idx": 2, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 845.508209, "attack_pct": 0.7912901768426488, "license": "MIT", "selection_order": 3142, "video": "videos/fee0474133c18d10e23a111b0edf0ab7fe3da1e0a72ee67730452153d99c6e21.mp4", "video_id": "fee0474133c18d10e23a111b0edf0ab7fe3da1e0a72ee67730452153d99c6e21"}
{"item_id": "VSI-Super-Wild_5026", "benchmark": "VSI-Super-Wild", "question": "[Ordering] In this video, choose the option listing the four objects by first-appearance time.", "options": ["pink jacket → lantern → bench → wooden gate", "lantern → pink jacket → wooden gate → bench", "bench → wooden gate → lantern → pink jacket", "pink jacket → lantern → wooden gate → bench"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "VOO", "scene_type": "other", "duration_group": ">30min", "duration_s": 2281.641555, "attack_pct": 0.6745917774622434, "license": "unknown", "selection_order": 3143, "video": "videos/db7a9c555956518e249ee363094e978728f185514793353d6fbf14e32ef47731.mp4", "video_id": "db7a9c555956518e249ee363094e978728f185514793353d6fbf14e32ef47731"}
{"item_id": "StreamingBench_462", "benchmark": "StreamingBench", "question": "What is the person using to stir the pot containing noodles?", "options": ["Wooden spoon.", "Plastic spatula.", "Metal tongs.", "Silicone whisk."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Object Perception", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 756.227483, "attack_pct": 0.8691993674970957, "license": "unknown", "selection_order": 3149, "video": "videos/672a63d824d8b0d2478bae2ced75c61630269da5e77b3bf76e6f6d703c69921c.mp4", "video_id": "672a63d824d8b0d2478bae2ced75c61630269da5e77b3bf76e6f6d703c69921c"}
{"item_id": "TimeScope_1103", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words.\\n\\nQuestion: What does the golden retriever do after getting out of the box?", "options": ["lies on the ground", "kisses the man", "eats the food", "follows the baby", "plays with the ball", "gets back into the box"], "answer": "D", "answer_idx": 3, "n_options": 6, "chance": 0.166667, "capability": "grounding", "task_class": "_none", "scene_type": "science_experiment_lab", "duration_group": ">30min", "duration_s": 3600.0, "attack_pct": 0.3393894410739641, "license": "unknown", "selection_order": 3150, "video": "videos/301fda790b76aef1233c3c2badad77956ef529c5a41c613c634a03857a315fc6.mp4", "video_id": "301fda790b76aef1233c3c2badad77956ef529c5a41c613c634a03857a315fc6"}
{"item_id": "VideoKR_759", "benchmark": "VideoKR", "question": "<image 1> On the basis of style, this painting belongs to which of the following art movement?", "options": ["Neo-Impressionism", "Neo-Classicism", "Post-Impressionism", "Surrealism", "Symbolism", "Renaissance", "Impressionism", "Romanticism", "Cubism", "Abstract Expressionism"], "answer": "J", "answer_idx": 9, "n_options": 10, "chance": 0.1, "capability": "knowledge", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 622.233333, "attack_pct": 0.6322124693429715, "license": "Apache-2.0", "selection_order": 3156, "video": "videos/4bc51405a6cc0ab3a520ee7b05e033b919741e87541d824de46855c661c4112f.mp4", "video_id": "4bc51405a6cc0ab3a520ee7b05e033b919741e87541d824de46855c661c4112f"}
{"item_id": "VideoEval-Pro_1124", "benchmark": "VideoEval-Pro", "question": "How has the player's playing style evolved during his tenure at Manchester United in the video?", "options": ["He seeks simplicity and efficiency.", "He pays more attention to defence while maintaining a high level of attack.", "His artistry in playing football has increased due to the continuous improvement of his technique.", "As he takes over more of the ball, he increases the proportion of his attack."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "_none", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 2962.378594, "attack_pct": 0.933369368787918, "license": "unknown", "selection_order": 3157, "video": "videos/73ac4c0620c7d1d02d575b8d964c45e6bb8895ccaf26c3f1161d2476e87278f2.mp4", "video_id": "73ac4c0620c7d1d02d575b8d964c45e6bb8895ccaf26c3f1161d2476e87278f2"}
{"item_id": "VideoEval-Pro_173", "benchmark": "VideoEval-Pro", "question": "What does the man use the fire for in the video?", "options": ["Lighting", "Barbecue", "Making a bonfire", "Building a wall"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 713.0, "attack_pct": 0.3731525106492836, "license": "unknown", "selection_order": 3163, "video": "videos/799b4d62b325cf47e5143de190bff4554c19dae42c9241ba86384b6d92eaae8b.mp4", "video_id": "799b4d62b325cf47e5143de190bff4554c19dae42c9241ba86384b6d92eaae8b"}
{"item_id": "VSI-Super-Wild_282", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] At the indicated moment in this clip, which direction is the camera/person moving? (forward = the direction the camera is facing)", "options": ["right", "backward", "left", "forward"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VMR", "scene_type": "traffic_driving_accidents", "duration_group": ">30min", "duration_s": 7517.366667, "attack_pct": 0.6745917774622434, "license": "unknown", "selection_order": 3164, "video": "videos/34bab57a6c585d67fb96c0c11dcd839eeeadb7202eed957fa7498f09727a5f35.mp4", "video_id": "34bab57a6c585d67fb96c0c11dcd839eeeadb7202eed957fa7498f09727a5f35"}
{"item_id": "S-EMBER_5374", "benchmark": "S-EMBER", "question": "So far, what steps have I taken to draw the card with the three pink roses?", "options": ["You colored the roses with a pink marker, added details with a blue marker, and then carefully transferred the entire design onto the front of the black card.", "You placed a floral stencil over a scratch-art card, used a pink pen to scrape out the rose shapes, and switched to a blue pen to scratch in the leaves.", "You used a pink marker to color in the three rose shapes, used a blue marker for the leaves, and finally added details to the flowers with a purple marker.", "You put the stencil on the black card, colored the roses pink and leaves blue, wrote 'To' and 'From', and used the stencil to draw straight blue lines.", "You placed a stencil over the card, used a pink pen to color the rose cutouts, and then colored the leaf cutouts blue before removing the stencil to finish."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "temporal_ordering_recognition", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.1103491674196463, "license": "CC-BY-NC-4.0", "selection_order": 3170, "video": "videos/4940e1cb7caf364d42574808f01abfedea1bce8f0c21a84f7996297d39705cd1.mp4", "video_id": "4940e1cb7caf364d42574808f01abfedea1bce8f0c21a84f7996297d39705cd1"}
{"item_id": "VideoOdyssey_567", "benchmark": "VideoOdyssey", "question": "During the first half hour of the video, how many times did a tie for first place occur?", "options": ["3", "1", "0", "2"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "V/Counting", "scene_type": "video_games_software_ui", "duration_group": ">30min", "duration_s": 12077.673651, "attack_pct": 0.5114399122240867, "license": "CC-BY-NC-SA-4.0", "selection_order": 3171, "video": "videos/da59a6b7e0272ccd69121fc24addd7c79111035a096bfd2867d585e929177143.mp4", "video_id": "da59a6b7e0272ccd69121fc24addd7c79111035a096bfd2867d585e929177143"}
{"item_id": "S-EMBER_7762", "benchmark": "S-EMBER", "question": "Where was the Target storefront I saw earlier located?", "options": ["It was located next to the sign for 'New 42nd St. Studios', on the same block as the Regal theater.", "It was located down the street on the right side, visible past the Aladdin theater and the street scaffolding.", "It was located across the street from the theater, visible in the background as the camera moved along.", "It was located directly next to Madame Tussauds, clearly visible from the main pedestrian walkway on the right.", "It was located on the right-hand side of the street, mounted high on a building façade across from the sidewalk."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "location_trace", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 600.166667, "attack_pct": 0.535287853362592, "license": "CC-BY-NC-4.0", "selection_order": 3177, "video": "videos/4a135226c176794201eed10348200fd4b51ffc98ca53d3f7e382fda0e71c2e29.mp4", "video_id": "4a135226c176794201eed10348200fd4b51ffc98ca53d3f7e382fda0e71c2e29"}
{"item_id": "HLV-1K_7229", "benchmark": "HLV-1K", "question": "Between 2038.0 seconds and 2099.0 seconds, which scene transition happens the fastest?", "options": ["From the modern bathroom to the dormitory-like setting.", "From the dormitory-like setting to the bedroom scene.", "From the bedroom scene to the outdoor nighttime scene.", "From the outdoor nighttime scene to the serene night sky."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "speed", "scene_type": "ai_generated_synthetic", "duration_group": ">30min", "duration_s": 2985.01805, "attack_pct": 0.5799422357041435, "license": "MIT", "selection_order": 3178, "video": "videos/b2d9ea7715f5f4cc52fafa6351f55579131f008e65dfc92b92fb6c1522bdb0b8.mp4", "video_id": "b2d9ea7715f5f4cc52fafa6351f55579131f008e65dfc92b92fb6c1522bdb0b8"}
{"item_id": "Video-MME-v2_2743", "benchmark": "Video-MME-v2", "question": "Up to the point where the magician produces four shoes of different colors, which of the following statements is correct?", "options": ["When two black shoes were produced, neither of them had any black parts initially.", "When two black shoes were produced, one of the black shoes had the other half red.", "The yellow shoe produced had no green part initially.", "When two black shoes were produced, one was entirely green at the start.", "The red shoe produced was only half red.", "The blue shoe produced was only half blue.", "The yellow shoe produced had the other side green.", "The first green shoe produced was only half green."], "answer": "D", "answer_idx": 3, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "music_dance_performance", "duration_group": "10-30min", "duration_s": 734.379002, "attack_pct": 0.8199464308764683, "license": "MIT", "selection_order": 3184, "video": "videos/819e225f4d521f83605a10fa44b3686ff6ade5b405e8dc1d65a1747726a70792.mp4", "video_id": "819e225f4d521f83605a10fa44b3686ff6ade5b405e8dc1d65a1747726a70792"}
{"item_id": "HLV-1K_85", "benchmark": "HLV-1K", "question": "In which direction is the dog crate positioned relative to the musical instruments in the scene from 111.0 to 1834.0 seconds?", "options": ["To the left of the musical instruments.", "To the right of the musical instruments.", "In front of the musical instruments.", "Behind the musical instruments."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object-direction", "scene_type": "animals_wildlife", "duration_group": ">30min", "duration_s": 2046.815782, "attack_pct": 0.8146379243578159, "license": "MIT", "selection_order": 3185, "video": "videos/1b7a3397ed238ef358909f2280cd8961287088065afff50795adb500f0bdf917.mp4", "video_id": "1b7a3397ed238ef358909f2280cd8961287088065afff50795adb500f0bdf917"}
{"item_id": "HourVideo_92", "benchmark": "HourVideo", "question": "Compare and contrast the activities the camera wearer engaged in at the beginning and at the end of the cooking process.", "options": ["Initially, the camera wearer focused on preparing ingredients with playful interaction, while the end involved finalizing the dish with a sense of accomplishment and a reflective discussion on the cooking experience.", "Initially, the camera wearer focused on preparing ingredients with playful interaction, while the end involved garnishing the dish with a decorative touch.", "Initially, the camera wearer concentrated on measuring ingredients with precise interaction, while the end involved perfecting the dish with a sense of precision.", "Initially, the camera wearer focused on preparing ingredients, while the end involved finalizing the dish with a sense of accomplishment and camaraderie.", "Initially, the camera wearer focused on preparing ingredients with playful interaction, while the end involved finalizing the dish with a sense of accomplishment and camaraderie."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "summarization/compare_and_contrast", "scene_type": "cooking_food", "duration_group": ">30min", "duration_s": 2322.987696, "attack_pct": 0.3432699754743771, "license": "Apache-2.0", "selection_order": 3192, "video": "videos/a9aaef53f0b2beec55b0bced78ec041710021fd9b9fbfab997a5beeebc39d6ab.mp4", "video_id": "a9aaef53f0b2beec55b0bced78ec041710021fd9b9fbfab997a5beeebc39d6ab"}
{"item_id": "S-EMBER_7393", "benchmark": "S-EMBER", "question": "After my second set of squats, what did I immediately do with my feet?", "options": ["You stretched only your right leg by pulling your foot up behind you.", "You brought your feet together and gave them a quick shake-out to loosen your legs.", "You simply lifted your right foot off the ground and placed it back down.", "You immediately stepped backward with both feet to move away from the squat rack.", "You kicked your feet backward alternatively, bending your legs at the knee."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "sequential_action", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.3739431392797211, "license": "CC-BY-NC-4.0", "selection_order": 3198, "video": "videos/eb1e2117455936e361316c8dcc15353b36c0b9b64a4eb1e4c88498c0d8ed395a.mp4", "video_id": "eb1e2117455936e361316c8dcc15353b36c0b9b64a4eb1e4c88498c0d8ed395a"}
{"item_id": "VideoOdyssey_2005", "benchmark": "VideoOdyssey", "question": "At 00:05:06 in the video, how many slices should the \"P1\" that appears in the top left corner of the screen be prepared?", "options": ["6", "7", "15", "13"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "AV/Speech Content Reasoning", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 7385.988934, "attack_pct": 0.5083984122886278, "license": "CC-BY-NC-SA-4.0", "selection_order": 3199, "video": "videos/c27e791bbfca7c5a5e947e941df2c04aafbc0ae6392ae1fe9700511d005670f9.mp4", "video_id": "c27e791bbfca7c5a5e947e941df2c04aafbc0ae6392ae1fe9700511d005670f9"}
{"item_id": "S-EMBER_2139", "benchmark": "S-EMBER", "question": "How long did it take me to reach the Garden Deli & Grill after exiting the Park?", "options": ["It took approximately 2 minutes to reach the Garden Deli & Grill after exiting the Park.", "It took about 1 minute and 6 seconds to reach the Garden Deli & Grill.", "It took 8 seconds to reach the Garden Deli & Grill after exiting the park.", "It took about 1 minute and 15 seconds to get to the Garden Deli & Grill.", "It took about 4 minutes to walk from the park exit to the Garden Deli & Grill."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "traffic_driving_accidents", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.915080030979734, "license": "CC-BY-NC-4.0", "selection_order": 3205, "video": "videos/32411397503dd1ba7665667fb5918015043a2816719f0fd949dbaa08862fdd98.mp4", "video_id": "32411397503dd1ba7665667fb5918015043a2816719f0fd949dbaa08862fdd98"}
{"item_id": "28", "benchmark": "LVBench", "question": "Does the protagonist wear a pair of glasses in the video?", "options": ["No", "Yes, only once", "Yes, all the time", "Yes, most of the time"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "reasoning", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2044.424127, "attack_pct": 0.1713566541887182, "license": "CC-BY-NC-SA-4.0", "selection_order": 3206, "video": "videos/c5ea113834a6af8d3ad44b9b487c1ebe17a0433c9ef526f881752e3135ab1014.mp4", "video_id": "c5ea113834a6af8d3ad44b9b487c1ebe17a0433c9ef526f881752e3135ab1014"}
{"item_id": "Video-MME-v2_214", "benchmark": "Video-MME-v2", "question": "In all the matches, in order, who is the winner player?", "options": ["Menard, Crossover, Menard, Crossover, Crossover, Crossover, Menard, Crossover.", "Crossover, Menard, Crossover, Menard, Crossover, Menard, Crossover, Crossover.", "Crossover, Crossover, Menard, Menard, Crossover, Menard, Menard, Menard.", "Menard, Crossover, Crossover, Menard, Menard, Menard, Crossover, Menard.", "Crossover, Menard, Menard, Menard, Crossover, Menard, Crossover, Menard.", "Crossover, Crossover, Menard, Menard, Menard, Crossover, Crossover, Crossover.", "Menard, Menard, Crossover, Crossover, Menard, Crossover, Crossover, Crossover.", "Menard, Menard, Menard, Menard, Crossover, Crossover, Crossover, Menard."], "answer": "H", "answer_idx": 7, "n_options": 8, "chance": 0.125, "capability": "temporal", "task_class": "_none", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 1055.393379, "attack_pct": 0.5652510649283594, "license": "MIT", "selection_order": 3212, "video": "videos/879412d3204c57c18ca69df0751eab60845ba57ff27f8443c187d32072ec0593.mp4", "video_id": "879412d3204c57c18ca69df0751eab60845ba57ff27f8443c187d32072ec0593"}
{"item_id": "OVO-S-Bench_164", "benchmark": "OVO-S-Bench", "question": "(Question asked at 2059.3 s into the video; 'current' refers to that moment.) In the frame shown right now, is the pedestrian partially occluded by any other object? If so, which one?", "options": ["A traffic light pole", "A passing car", "They are not occluded by any object", "A red double-decker bus"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "1.2.2", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 3339.726077, "attack_pct": 0.5513343875048405, "license": "unknown", "selection_order": 3213, "video": "videos/a2be3a1167052bc93360f4473021e813bdce48cf06c64e63ed87f4428cd5a482.mp4", "video_id": "a2be3a1167052bc93360f4473021e813bdce48cf06c64e63ed87f4428cd5a482"}
{"item_id": "Video-MME-v2_3082", "benchmark": "Video-MME-v2", "question": "Which of the following is the most accurate explanation regarding the unique counterintuitive phenomenon that appeared in the magic trick corresponding to Method 3?", "options": ["The unique counterintuitive phenomenon is achieved through card masking and post-production editing, and is unrelated to the principle by which the audience's phone is placed into the bottle.", "The unique counterintuitive phenomenon is achieved through card masking and post-production editing, combined with the technique of placing the audience's phone into the bottle.", "The unique counterintuitive phenomenon is achieved by leaving an opening at the bottom of the bottle in advance, and is unrelated to the process of the phone shrinking first and then growing larger.", "The unique counterintuitive phenomenon is achieved through psychological suggestion, and the phone actually inside the bottle is not the audience's original phone.", "The unique counterintuitive phenomenon is achieved through remote control of the phone, and is unrelated to the principle by which the audience's phone is placed into the bottle.", "The unique counterintuitive phenomenon is achieved through the magician's hand masking, combined with the technique of placing the audience's phone into the bottle.", "The unique counterintuitive phenomenon is achieved through the magician's hand masking, and is unrelated to the principle by which the audience's phone is placed into the bottle.", "The unique counterintuitive phenomenon is achieved by swapping an empty bottle for one pre-loaded with a phone, without requiring the phone to change size during the process."], "answer": "A", "answer_idx": 0, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "ai_generated_synthetic", "duration_group": "10-30min", "duration_s": 714.108005, "attack_pct": 0.7584064799277139, "license": "MIT", "selection_order": 3219, "video": "videos/42f87b8f76a87531b12ec9f9ece7aecc9cc8e9e8d5fb07cae4c36b20f9b98fbd.mp4", "video_id": "42f87b8f76a87531b12ec9f9ece7aecc9cc8e9e8d5fb07cae4c36b20f9b98fbd"}
{"item_id": "Video-MME_2515", "benchmark": "Video-MME", "question": "What is the relationship between the person documenting his fitness at the beginning of the video and the main curator of this video?", "options": ["They're teammates.", "They're competitors.", "They do not know each other.", "Can't extrapolate from the video."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Object Reasoning", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 3148.207891, "attack_pct": 0.4240028398089583, "license": "unknown", "selection_order": 3220, "video": "videos/78a41faa31120e1c636d1e81d7123e3eae19442e4a91e6982547195b13f9fca8.mp4", "video_id": "78a41faa31120e1c636d1e81d7123e3eae19442e4a91e6982547195b13f9fca8"}
{"item_id": "K9-Bench_3090", "benchmark": "K9-Bench", "question": "Describe the interaction loop that occurs when one of the dogs encounters the bully stick holder with the frozen popsicle. How does its initial cautious interaction evolve as the human attempts to guide it?", "options": ["Dog approaches frozen treat with hesitation and wary glances. Human points and nudges nose. Dog takes small licks then moves away.", "Dog licks frozen treat with head tilts. Human gives verbal encouragement and guidance. Dog engages more directly but remains cautious.", "Dog whines and looks up at frozen treat. Human demonstrates holding it. Dog gently takes holder in mouth.", "Dog sniffs and paws at frozen treat. Human repositions holder and offers finger. Dog mouths stick then licks fruit.", "Dog with low posture sniffs frozen treat. Human picks up holder and presents closer. Dog bites at frozen fruit."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "action sequence", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 662.233107, "attack_pct": 0.8481831676778108, "license": "CC-BY-NC-4.0", "selection_order": 3226, "video": "videos/5f70e2a8852444114339953b41aee5c7e2fa19a3b238cf8ce1f8aee47798980b.mp4", "video_id": "5f70e2a8852444114339953b41aee5c7e2fa19a3b238cf8ce1f8aee47798980b"}
{"item_id": "Video-MME_2438", "benchmark": "Video-MME", "question": "What is unique about the last performance?", "options": ["The last performance features background dancers, distinguishing it from the others.", "The stage lighting is noticeably dimmer in the last performance compared to the others.", "Musical instruments are incorporated into the last performance, unlike the others.", "The last performance showcases a collective group of performers, while the others consist of individual acts."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Action Reasoning", "scene_type": "music_dance_performance", "duration_group": ">30min", "duration_s": 2205.338413, "attack_pct": 0.5266554795404673, "license": "unknown", "selection_order": 3227, "video": "videos/80d2a0be7bcb5a40ab4c84bc5607423365e00e38dba3d7a857f63f539497518b.mp4", "video_id": "80d2a0be7bcb5a40ab4c84bc5607423365e00e38dba3d7a857f63f539497518b"}
{"item_id": "Video-MME-v2_2121", "benchmark": "Video-MME-v2", "question": "What are the steps when making fried rice?", "options": ["Heat the oil, add shrimp and vegetables, then pour in the beaten eggs, and finally add the rice.", "Heat the oil, first stir-fry the rice until loose, then add 7 eggs, and finally add shrimp and vegetables.", "Heat the oil, add vegetables and pre-mixed rice, then crack 7 eggs over the rice, and stir-fry quickly.", "Heat the oil, first fry 7 eggs until solid and set aside, then add shrimp and vegetables, and finally pour in the rice.", "To make fried rice, you should stir-fry aromatics like garlic and onions, scramble eggs, toss in cold leftover rice with vegetables and protein, and then season the mixture with soy sauce and sesame oil over high heat.", "Heat the oil, add 7 eggs, then add shrimp and pre-mixed vegetables and rice.", "Heat the oil, first fry the shrimp, then add vegetables, then pour in the rice, and finally pour the beaten eggs around the edge of the pan.", "Heat the oil, add shrimp, then add vegetables, and finally add the rice and eggs that have been pre-mixed with soy sauce."], "answer": "F", "answer_idx": 5, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 1145.301043, "attack_pct": 0.6304053181876855, "license": "MIT", "selection_order": 3233, "video": "videos/a187e0f84f4895ebf46c91fb7f88caa7a3e5a83cd3b7f0dea5da36ee149c7622.mp4", "video_id": "a187e0f84f4895ebf46c91fb7f88caa7a3e5a83cd3b7f0dea5da36ee149c7622"}
{"item_id": "V2P-Bench_78", "benchmark": "V2P-Bench", "question": "Where does the person enclosed by the mask stand?", "options": ["On the left side of the second floor, from the perspective of the camera view", "On the right side of the second floor, from the perspective of the camera view", "There was no command", "Right in the middle of the second floor"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "17", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 5066.433333, "attack_pct": 0.5093907318962179, "license": "CC-BY-NC-4.0", "selection_order": 3234, "video": "videos/d80993f37ab3bc8d56dc6b8958bbcccd36c11241c8cb662fade9a90cf045be31.mp4", "video_id": "d80993f37ab3bc8d56dc6b8958bbcccd36c11241c8cb662fade9a90cf045be31"}
{"item_id": "validation_Architecture_and_Engineering_9:Perception", "benchmark": "VideoMMMU", "question": "In the earthwork quantity table, at chainage ______(1) m, the ground level is ______(2) m, and between chainages 0 to 150, the falling gradient is ______(3).", "options": ["120, 101.80, 1 in 200", "120, 101.90, 1 in 120", "150, 101.90, 1 in 200", "120, 101.85, 1 in 200", "120, 101.90, 1 in 200", "120, 101.90, 1:1", "90, 101.90, 1 in 200", "120, 102.50, 1 in 200", "120, 101.90, 1.5:1", "150, 101.90, 1 in 120"], "answer": "G", "answer_idx": 6, "n_options": 10, "chance": 0.1, "capability": "grounding", "task_class": "Perception", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 911.8, "attack_pct": 0.438411643216729, "license": "unknown", "selection_order": 3240, "video": "videos/d473c097a1037cfad7c0b659e6e37d73423ccd38c76b3b2d655c672312a53097.mp4", "video_id": "d473c097a1037cfad7c0b659e6e37d73423ccd38c76b3b2d655c672312a53097"}
{"item_id": "VSI-Super-Wild_6488", "benchmark": "VSI-Super-Wild", "question": "[Ordering] In this video, choose the option listing the four objects by first-appearance time.", "options": ["fire hydrant → stage → A-frame sign → scooter", "scooter → stage → fire hydrant → A-frame sign", "fire hydrant → stage → scooter → A-frame sign", "scooter → fire hydrant → stage → A-frame sign"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "VOO", "scene_type": "other", "duration_group": ">30min", "duration_s": 2829.993833, "attack_pct": 0.678343229637279, "license": "unknown", "selection_order": 3241, "video": "videos/1342489410961a1b479af9af27e25f45157d889d6337025eba859eda0086aac7.mp4", "video_id": "1342489410961a1b479af9af27e25f45157d889d6337025eba859eda0086aac7"}
{"item_id": "Causal2Needles_599", "benchmark": "Causal2Needles", "question": "What failure led Charlie to take Atom to fight at the zoo?\nWhen the event that leads to Charlie taking Atom to fight at the zoo occurs, what color is the lettering on the sign advertising Zeus?", "options": ["Light blue/teal.", "White", "Red", "Black"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "2-description/symon", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 646.188118, "attack_pct": 0.7843439395895185, "license": "CC-BY-NC-SA-4.0", "selection_order": 3247, "video": "videos/104f0ea1a1404878ab41bc9a4857952a372fa29eec199e25bc62858da098c4bc.mp4", "video_id": "104f0ea1a1404878ab41bc9a4857952a372fa29eec199e25bc62858da098c4bc"}
{"item_id": "TimeScope_1126", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words.\\n\\nQuestion: What does the golden retriever do after getting out of the box?", "options": ["lies on the ground", "kisses the man", "eats the food", "follows the baby", "plays with the ball", "gets back into the box"], "answer": "D", "answer_idx": 3, "n_options": 6, "chance": 0.166667, "capability": "grounding", "task_class": "_none", "scene_type": "science_experiment_lab", "duration_group": ">30min", "duration_s": 3600.0, "attack_pct": 0.734332644894798, "license": "unknown", "selection_order": 3248, "video": "videos/67f364aeaf178a6e523681efd2456ca45672b4cb1433ae69b791bc4df74ed5cf.mp4", "video_id": "67f364aeaf178a6e523681efd2456ca45672b4cb1433ae69b791bc4df74ed5cf"}
{"item_id": "StreamingBench_2494", "benchmark": "StreamingBench", "question": "What price was displayed on the sign above the shelf with the pears?", "options": ["29.95.", "33.95.", "39.95.", "35.95."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Text-Rich Understanding", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 958.519728, "attack_pct": 0.7117755260100684, "license": "unknown", "selection_order": 3254, "video": "videos/4393a549211c22a795d406f966430994e52b85cf4d40030f38dbaa38deb72881.mp4", "video_id": "4393a549211c22a795d406f966430994e52b85cf4d40030f38dbaa38deb72881"}
{"item_id": "VideoOdyssey_1845", "benchmark": "VideoOdyssey", "question": "Before the start of the fourth game in the first set, what sound could be heard in the background?", "options": ["Audience chatter", "Applause", "Public address announcement", "Audience whistling"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "AV/Acoustic Event Recognition", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 10543.600907, "attack_pct": 0.2051600619594681, "license": "CC-BY-NC-SA-4.0", "selection_order": 3255, "video": "videos/4593ace6ff67520c804cafacee3efa8f43320f08b0672f2e610d422d308fbdc4.mp4", "video_id": "4593ace6ff67520c804cafacee3efa8f43320f08b0672f2e610d422d308fbdc4"}
{"item_id": "Video-MME_1334", "benchmark": "Video-MME", "question": "How many points does a three-pointer count in the video?", "options": ["4.", "3.", "1.", "2."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Counting Problem", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 623.711202, "attack_pct": 0.8473279979346844, "license": "unknown", "selection_order": 3261, "video": "videos/5321291aae116fe639585e167835d05b6fc9ffcf935f4fd744b9a62b41d7584c.mp4", "video_id": "5321291aae116fe639585e167835d05b6fc9ffcf935f4fd744b9a62b41d7584c"}
{"item_id": "OVO-S-Bench_1605", "benchmark": "OVO-S-Bench", "question": "(Question asked at 324.7 s into the video; 'current' refers to that moment.) Assuming the car is facing north at the beginning of the video, what is the orientation of Area A relative to Area B?", "options": ["northwest", "southwest", "northeast", "southeast"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "4.1", "scene_type": "traffic_driving_accidents", "duration_group": ">30min", "duration_s": 6014.7, "attack_pct": 0.7974699883825997, "license": "unknown", "selection_order": 3262, "video": "videos/066fb867fbb474e7ec25d8b85d72ae6f964c5c3571f1ce4f95d78aea647b8e31.mp4", "video_id": "066fb867fbb474e7ec25d8b85d72ae6f964c5c3571f1ce4f95d78aea647b8e31"}
{"item_id": "TimeScope_2797", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["nectarine, honeydew, ugli", "date, apple, apple", "mango, apple, fig", "apple, watermelon, watermelon", "watermelon, strawberry, apple", "tangerine, strawberry, elderberry"], "answer": "E", "answer_idx": 4, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "music_dance_performance", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.9207515812572608, "license": "unknown", "selection_order": 3268, "video": "videos/fb856cac4dc2ada82570e82efcea7abdae5e9f7e750ec6e68a4b8684b12a5345.mp4", "video_id": "fb856cac4dc2ada82570e82efcea7abdae5e9f7e750ec6e68a4b8684b12a5345"}
{"item_id": "HLV-1K_7569", "benchmark": "HLV-1K", "question": "What is the man on the left side of the campfire doing in the video from 6638.0 to 6756.0 seconds?", "options": ["He is standing and holding an illuminated object.", "He is crouching near the fire.", "He is sitting on a chest surrounded by scattered skulls and other items.", "He is casting a spell or holding a light source."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "character-understanding", "scene_type": "video_games_software_ui", "duration_group": ">30min", "duration_s": 6793.578231, "attack_pct": 0.3979282302826901, "license": "MIT", "selection_order": 3269, "video": "videos/392f566768fddc95a02e39ad349ff1258ac7b30bbbd0a4f6a2ff98e857f2486e.mp4", "video_id": "392f566768fddc95a02e39ad349ff1258ac7b30bbbd0a4f6a2ff98e857f2486e"}
{"item_id": "VideoEval-Pro_19", "benchmark": "VideoEval-Pro", "question": "In a white room, there is a large glass display case against the wall, inside the case is a large painting. A woman dressed in a red suit is looking at the painting hanging on the wall. What hairstyle does the woman in the red suit have?", "options": ["Black long curly hair", "Black long straight hair", "Blonde long curly hair", "Black short hair", "Blonde short hair"], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "_none", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 1269.01775, "attack_pct": 0.9962646831031368, "license": "unknown", "selection_order": 3275, "video": "videos/b2a1b7c15c6c02d20c963ca999c30d29454dfa050235b41332a38f6c3fedbbf3.mp4", "video_id": "b2a1b7c15c6c02d20c963ca999c30d29454dfa050235b41332a38f6c3fedbbf3"}
{"item_id": "Video-MME_1980", "benchmark": "Video-MME", "question": "What is the main content introduced in the video?", "options": ["The tips for soldiers to survive in the war.", "The rules of war that all soldiers must abide by.", "The historical background of famous battles in military history.", "The history of human war."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Information Synopsis", "scene_type": "ai_generated_synthetic", "duration_group": ">30min", "duration_s": 1854.833333, "attack_pct": 0.8083532335097457, "license": "unknown", "selection_order": 3276, "video": "videos/18db505a7a5486302d154a64ed4422741648558a2818907eaddc6bd50602e067.mp4", "video_id": "18db505a7a5486302d154a64ed4422741648558a2818907eaddc6bd50602e067"}
{"item_id": "StreamingBench_974", "benchmark": "StreamingBench", "question": "What action is the individual performing right now?", "options": ["Running on the treadmill.", "Lifting weights.", "Performing box jumps.", "Stretching."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Action Perception", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 778.774059, "attack_pct": 0.9892135665418872, "license": "unknown", "selection_order": 3282, "video": "videos/9071c30e664539d3cc29cd2c8efc352304d2336a531681f1e8e7ac891b87ceb7.mp4", "video_id": "9071c30e664539d3cc29cd2c8efc352304d2336a531681f1e8e7ac891b87ceb7"}
{"item_id": "HLV-1K_10066", "benchmark": "HLV-1K", "question": "What is the man wearing while standing amidst lush green foliage in the serene outdoor setting?", "options": ["A beanie and a prominent pendant necklace.", "A white shirt and blue cap.", "A gray t-shirt with the word 'HOOPS' and a Nike logo.", "A red sports uniform."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "character-understanding", "scene_type": "animals_wildlife", "duration_group": ">30min", "duration_s": 3100.467664, "attack_pct": 0.8831805860333032, "license": "MIT", "selection_order": 3283, "video": "videos/1ea0d4d5237e6986f3b7a10c704af8350bc523295406c295491c9107c0cfd43f.mp4", "video_id": "1ea0d4d5237e6986f3b7a10c704af8350bc523295406c295491c9107c0cfd43f"}
{"item_id": "StreamingBench_2510", "benchmark": "StreamingBench", "question": "What is the color of the bus zone sign visible right now?", "options": ["Red and white.", "Blue and white.", "Green and white.", "Black and yellow."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Attribute Perception", "scene_type": "traffic_driving_accidents", "duration_group": "10-30min", "duration_s": 969.084807, "attack_pct": 0.9267539047373176, "license": "unknown", "selection_order": 3289, "video": "videos/30a795eca90cad2a8c1ead57209ea597d3ead6653cd9d41d4d38797c09d6ae73.mp4", "video_id": "30a795eca90cad2a8c1ead57209ea597d3ead6653cd9d41d4d38797c09d6ae73"}
{"item_id": "2810", "benchmark": "LVBench", "question": "Where does the vlogger have his last meal in Korea?", "options": ["Incheon", "Busan", "Sokcho", "Seoul"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "key information retrieval", "scene_type": "cooking_food", "duration_group": ">30min", "duration_s": 6533.561179, "attack_pct": 0.3556618691106235, "license": "CC-BY-NC-SA-4.0", "selection_order": 3290, "video": "videos/acb25662c473c2807d26333c5ef3e3830e5c008237007c9d0d63773014486fce.mp4", "video_id": "acb25662c473c2807d26333c5ef3e3830e5c008237007c9d0d63773014486fce"}
{"item_id": "S-EMBER_735", "benchmark": "S-EMBER", "question": "How many of the red book icons did I get after completing level 36?", "options": ["25", "45", "3", "66", "140"], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "visual_detail_recall", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.4746998838259971, "license": "CC-BY-NC-4.0", "selection_order": 3296, "video": "videos/fc87421845316f6c85406c35c30d70434fa0c923fc3236c8a557388f0504ea6b.mp4", "video_id": "fc87421845316f6c85406c35c30d70434fa0c923fc3236c8a557388f0504ea6b"}
{"item_id": "HLV-1K_2423", "benchmark": "HLV-1K", "question": "What is positioned at the lower part of the frame at 470.0 seconds?", "options": ["A person's finger.", "A black tool.", "A plain surface.", "A metallic area with a cross-like cutout."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "spatial-relationship", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 1905.313379, "attack_pct": 0.6468875048405834, "license": "MIT", "selection_order": 3297, "video": "videos/cec79ab81dbecd2b4b4a89061cd950b141a212dc3b931fa424c700b49686f5b3.mp4", "video_id": "cec79ab81dbecd2b4b4a89061cd950b141a212dc3b931fa424c700b49686f5b3"}
{"item_id": "LongVideoBench_453", "benchmark": "LongVideoBench", "question": "In the distance, there are lush plants. On the right, two soldiers are operating long-barreled weapons in a bunker. On the left, two soldiers are standing face to face. In front of the cannon, there are military vehicles and tanks. After the subtitle 'of damage over long distance' appears, who is the first person to appear?", "options": ["A soldier dressed in military green camouflage, wearing a black headgear.", "A man wearing camouflage clothes, with short khaki hair.", "A man with short gray hair, without a hat, exposing his forehead, wearing dark brown shoes.", "A soldier with short khaki hair, wearing military green camouflage without a helmet.", "A soldier wearing a green steel helmet, dressed in khaki military uniform."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "T3O", "scene_type": "ai_generated_synthetic", "duration_group": "10-30min", "duration_s": 917.333333, "attack_pct": 0.5896798760810636, "license": "CC-BY-NC-SA-4.0", "selection_order": 3303, "video": "videos/21186b2acec6fbb903aebec1d118850db1ce2351f96b1f93f5ffbe8777c6d9c7.mp4", "video_id": "21186b2acec6fbb903aebec1d118850db1ce2351f96b1f93f5ffbe8777c6d9c7"}
{"item_id": "MLVU_1960", "benchmark": "MLVU", "question": "Which of the following options correctly matches the sequence of actions as they actually appear in the video?\n(A) abseiling --> javelin throw --> pole vault --> cleaning toilet\n(B) pole vault --> cleaning toilet --> javelin throw --> abseiling\n(C) abseiling --> javelin throw --> cleaning toilet --> pole vault\n(D) javelin throw --> abseiling --> cleaning toilet --> pole vault\n", "options": ["abseiling --> javelin throw --> pole vault --> cleaning toilet", "pole vault --> cleaning toilet --> javelin throw --> abseiling", "abseiling --> javelin throw --> cleaning toilet --> pole vault", "javelin throw --> abseiling --> cleaning toilet --> pole vault"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "order", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 5786.920254, "attack_pct": 0.3986865883567833, "license": "CC-BY-NC-SA-4.0", "selection_order": 3304, "video": "videos/6c3cea25536a4c4a5d4fba36c19f1ff369638b4ce816496109cea822afe9342f.mp4", "video_id": "6c3cea25536a4c4a5d4fba36c19f1ff369638b4ce816496109cea822afe9342f"}
{"item_id": "Video-MME-v2_1023", "benchmark": "Video-MME-v2", "question": "Throughout the entire film, which sequence correctly describes the first appearance order of these objects?", "options": ["Roe deer in the grass -> Cuckoo after leaving the nest -> Black straps used for tying reeds -> Blue dragonflies mating.", "Cuckoo after leaving the nest -> Roe deer in the grass -> Blue dragonflies mating -> Black straps used for tying reeds.", "Blue dragonflies mating -> Cuckoo after leaving the nest -> Black straps used for tying reeds -> Roe deer in the grass.", "Blue dragonflies mating -> Black straps used for tying reeds -> Cuckoo after leaving the nest -> Roe deer in the grass.", "Black straps used for tying reeds -> Roe deer in the grass -> Blue dragonflies mating -> Cuckoo after leaving the nest.", "Roe deer in the grass -> Blue dragonflies mating -> Black straps used for tying reeds -> Cuckoo after leaving the nest.", "Black straps used for tying reeds -> Roe deer in the grass -> Cuckoo after leaving the nest -> Blue dragonflies mating.", "Cuckoo after leaving the nest -> Black straps used for tying reeds -> Blue dragonflies mating -> Roe deer in the grass."], "answer": "F", "answer_idx": 5, "n_options": 8, "chance": 0.125, "capability": "temporal", "task_class": "_none", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 878.241905, "attack_pct": 0.8292564863818253, "license": "MIT", "selection_order": 3310, "video": "videos/fee24f3bd5183fd50d1d7def82111f019b268a0d59a118a60549f88ad7118d96.mp4", "video_id": "fee24f3bd5183fd50d1d7def82111f019b268a0d59a118a60549f88ad7118d96"}
{"item_id": "V2P-Bench_835", "benchmark": "V2P-Bench", "question": "What time does the heroine in the red ellipse get home from get off work?", "options": ["Morning.", "Noon.", "Afternoon.", "Night."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "1", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 1843.850159, "attack_pct": 0.8540967471279205, "license": "CC-BY-NC-4.0", "selection_order": 3311, "video": "videos/bb6795cacf34daa0e230a3cbdabee88616e7c53e1c8f576ba3aef3b782c5b936.mp4", "video_id": "bb6795cacf34daa0e230a3cbdabee88616e7c53e1c8f576ba3aef3b782c5b936"}
{"item_id": "S-EMBER_276", "benchmark": "S-EMBER", "question": "What time was displayed on the stove clock when I first buttered the bagel?", "options": ["1:46", "1:06", "1:07", "1:47", "11:46"], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "visual_detail_recall", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.1912756550922938, "license": "CC-BY-NC-4.0", "selection_order": 3317, "video": "videos/052a9cb0c838dd60e6a7369629fa980bf0042f4f4426681914ea81db32f0c221.mp4", "video_id": "052a9cb0c838dd60e6a7369629fa980bf0042f4f4426681914ea81db32f0c221"}
{"item_id": "HLV-1K_8200", "benchmark": "HLV-1K", "question": "How does the speed of the transition between scenes in the video event from 399.0 to 465.0 seconds compare to the speed of the transition in the second event?", "options": ["The transition speed in the first event is faster than in the second event.", "The transition speed in the first event is slower than in the second event.", "The transition speed in both events is the same.", "The transition speed in the first event is variable, while in the second event it is constant."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "speed", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 9772.094694, "attack_pct": 0.3130889376532851, "license": "MIT", "selection_order": 3318, "video": "videos/b162db503f61e44baebfbc03612bbe910bda1fcb43fa6343c60c89cc9dd17775.mp4", "video_id": "b162db503f61e44baebfbc03612bbe910bda1fcb43fa6343c60c89cc9dd17775"}
{"item_id": "VideoMathQA_1720", "benchmark": "VideoMathQA", "question": "Count all possible triangles in the concluding figure.", "options": ["18", "33", "41", "19", "34"], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Counting", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 728.04, "attack_pct": 0.9370724151284368, "license": "Apache-2.0", "selection_order": 3324, "video": "videos/0a89583c37ed0cb35786be6d019b00647366fe7d35cc1a3351e1fbb56e029e96.mp4", "video_id": "0a89583c37ed0cb35786be6d019b00647366fe7d35cc1a3351e1fbb56e029e96"}
{"item_id": "VideoEval-Pro_690", "benchmark": "VideoEval-Pro", "question": "What balls did the dancers carry onto the stage?", "options": ["Football-style yoga ball", "Table tennis style yoga ball", "Volleyball style yoga ball", "Basketball-style yoga ball"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "_none", "scene_type": "music_dance_performance", "duration_group": ">30min", "duration_s": 5023.776508, "attack_pct": 0.935596037175681, "license": "unknown", "selection_order": 3325, "video": "videos/d2ed766d91b90caf4b41d4bb68f1d4088284e937d5921a2c3f02793da6ba9ca0.mp4", "video_id": "d2ed766d91b90caf4b41d4bb68f1d4088284e937d5921a2c3f02793da6ba9ca0"}
{"item_id": "LongVideo-Reason-eval_768", "benchmark": "LongVideo-Reason-eval", "question": "Which two films produced by Warner Bros. and featured in the video include scenes of main characters in emotionally charged conversations—one in a moving car and the other in a bar—with both films belonging to the romantic comedy genre?\nB. *Two Weeks Notice* and *Anchorman: The Legend of Ron Burgundy*", "options": ["A. *When Harry Met Sally* and *Crazy, Stupid, Love*", "C. *Two Weeks Notice* and *Crazy, Stupid, Love*", "D. *The Big Lebowski* and *Anchorman: The Legend of Ron Burgundy*"], "answer": "C", "answer_idx": 2, "n_options": 3, "chance": 0.333333, "capability": "knowledge", "task_class": "temporal", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 748.750658, "attack_pct": 0.8769685039370079, "license": "Apache-2.0", "selection_order": 3331, "video": "videos/1930164521b8a1204c19c98e98fc3e53ac0ae906951ce55fc7583aa7b9e28d68.mp4", "video_id": "1930164521b8a1204c19c98e98fc3e53ac0ae906951ce55fc7583aa7b9e28d68"}
{"item_id": "VURB_517", "benchmark": "VURB", "question": "What is the second last event that happens in the video?", "options": ["The mechanics drives back to the factory", "The mechanics changes the tire", "The mechanics brushes the car", "The mechanics fixes the wheel with a rope"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Multiple Choice Question", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2959.84, "attack_pct": 0.7896766490254292, "license": "unknown", "selection_order": 3332, "video": "videos/7920735fdf5ca2f3df10060117ad00a24b3ddac56aae39386215e9ef3d80bdad.mp4", "video_id": "7920735fdf5ca2f3df10060117ad00a24b3ddac56aae39386215e9ef3d80bdad"}
{"item_id": "Video-MME-v2_1280", "benchmark": "Video-MME-v2", "question": "In the video, what are the respective brands of the white ghost, the black doll near the stairs, and the pink pig?", "options": ["Target, Miniso, Target.", "Squishables, Target, Miniso.", "Miniso, Target, Squishables.", "Miniso, Squishables, Target.", "Target, Miniso, Squishables.", "Target, Target, Miniso.", "Squishables, Target, Target.", "Squishables, Miniso, Target."], "answer": "F", "answer_idx": 5, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 755.600544, "attack_pct": 0.298809216470892, "license": "MIT", "selection_order": 3338, "video": "videos/8f7ede86ecb026f195573eb981f15b1e7d7dbe768e1fdbf6854f5bfc03910463.mp4", "video_id": "8f7ede86ecb026f195573eb981f15b1e7d7dbe768e1fdbf6854f5bfc03910463"}
{"item_id": "VSI-Super-Wild_6114", "benchmark": "VSI-Super-Wild", "question": "[Ordering] In this video, choose the option listing the four objects by first-appearance time.", "options": ["taxi → traffic light → counter → traffic cone", "traffic cone → taxi → traffic light → counter", "traffic light → counter → traffic cone → taxi", "traffic cone → taxi → counter → traffic light"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "VOO", "scene_type": "other", "duration_group": ">30min", "duration_s": 1833.731045, "attack_pct": 0.7696769717309926, "license": "unknown", "selection_order": 3339, "video": "videos/6d322847f554e5ae8d4a88f3769084aaca4e15cd0f7bea607754b1c08c0cac2d.mp4", "video_id": "6d322847f554e5ae8d4a88f3769084aaca4e15cd0f7bea607754b1c08c0cac2d"}
{"item_id": "Video-MME-v2_3004", "benchmark": "Video-MME-v2", "question": "Which of the following most accurately describes the change that occurred to the wood on the orange truck?", "options": ["The dark brown outer layer disappeared, revealing light brown wood.", "The quantity increased.", "The surface texture changed from smooth to rough.", "The original light brown wood became covered with a dark brown outer layer.", "Originally light brown in appearance, later covered with white mold.", "The quantity decreased.", "Changed from wet to dry.", "Changed from dry to wet."], "answer": "G", "answer_idx": 6, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 915.748571, "attack_pct": 0.2784545630566671, "license": "MIT", "selection_order": 3345, "video": "videos/4661e82ac72797afa0ac8460dd9da11cf4821b516b623d3604af5ab794b9063e.mp4", "video_id": "4661e82ac72797afa0ac8460dd9da11cf4821b516b623d3604af5ab794b9063e"}
{"item_id": "HLV-1K_5109", "benchmark": "HLV-1K", "question": "How does the appearance of the billiard table change throughout the video from 63.0 to 3911.0 seconds?", "options": ["The billiard table changes from green to red.", "The billiard table changes from red to green.", "The billiard table remains the same color throughout.", "The billiard table changes from blue to red."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "attribute-change", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 3917.136689, "attack_pct": 0.6694365560862269, "license": "MIT", "selection_order": 3346, "video": "videos/519714cc801c5785c366bc2dd18a94e3004599839b3f14b2ab9f069f843e6456.mp4", "video_id": "519714cc801c5785c366bc2dd18a94e3004599839b3f14b2ab9f069f843e6456"}
{"item_id": "Video-MME_1249", "benchmark": "Video-MME", "question": "In the live show featured in the first half of this video, what hairstyle does the second member who starts to sing have?", "options": ["Curly hair.", "Braided hair.", "Bald head.", "Mohawk hairstyle."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Attribute Perception", "scene_type": "music_dance_performance", "duration_group": "10-30min", "duration_s": 605.971156, "attack_pct": 0.8874967729443656, "license": "unknown", "selection_order": 3352, "video": "videos/fecfa53ce8916a138d6fef8124b2c08ec1dfe0584b4ee770b2d20a03af216056.mp4", "video_id": "fecfa53ce8916a138d6fef8124b2c08ec1dfe0584b4ee770b2d20a03af216056"}
{"item_id": "VSI-Super-Wild_581", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] Here are 4 frames captured at different moments in the video. Each frame is shown from a slightly rotated viewpoint (30-60 degrees). Choose the option listing the frames by capture time, from first to last.", "options": ["Frame 3 → Frame 2 → Frame 4 → Frame 1", "Frame 2 → Frame 3 → Frame 4 → Frame 1", "Frame 3 → Frame 4 → Frame 1 → Frame 2", "Frame 1 → Frame 4 → Frame 2 → Frame 3"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VPO", "scene_type": "traffic_driving_accidents", "duration_group": ">30min", "duration_s": 2430.1277, "attack_pct": 0.73037950174261, "license": "unknown", "selection_order": 3353, "video": "videos/023b9dc0bdeb76a27c8950e2a0c7bc1518999b0304e99f7d90e893c4dd28fe5a.mp4", "video_id": "023b9dc0bdeb76a27c8950e2a0c7bc1518999b0304e99f7d90e893c4dd28fe5a"}
{"item_id": "VideoMathQA_1719", "benchmark": "VideoMathQA", "question": "In which months did Columbia have lower have lower imports from China in 2024 compared to 2023?", "options": ["April, June, August, and October", "January, April, May, and June", "February, March, July, and August", "January and February", "March, May, July, and November"], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Chart", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 853.421497, "attack_pct": 0.7019491416032012, "license": "Apache-2.0", "selection_order": 3359, "video": "videos/6f59c9365e71b84c6ed630575fd300dd986d1fbed8bafba940e2a19430ddd86c.mp4", "video_id": "6f59c9365e71b84c6ed630575fd300dd986d1fbed8bafba940e2a19430ddd86c"}
{"item_id": "ScaleLong_804", "benchmark": "ScaleLong", "question": "What did Steve Jobs do first after he returned to Apple?", "options": ["He introduced a new line of Apple laptops", "He restructured Apple's management team", "He collaborated with Microsoft and developed the iMac", "He launched a new marketing campaign for Apple products"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Video Event", "scene_type": "video_games_software_ui", "duration_group": ">30min", "duration_s": 3963.793167, "attack_pct": 0.8352023363882793, "license": "unknown", "selection_order": 3360, "video": "videos/97d61f05c0e4728d2c62c0943c01dffaea497ad1b9937d89e3665d252ac8a645.mp4", "video_id": "97d61f05c0e4728d2c62c0943c01dffaea497ad1b9937d89e3665d252ac8a645"}
{"item_id": "Video-MME_1414", "benchmark": "Video-MME", "question": "How does Japan gets the decisive score to win the championship?", "options": ["Home run.", "Foul ball.", "Wild pitches.", "Strikes out swinging."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Action Recognition", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 743.015329, "attack_pct": 0.7910481476700658, "license": "unknown", "selection_order": 3366, "video": "videos/609f9b1692342e51e98d1661c31e8f792ba7112fe0e80c3d076f594d782592f3.mp4", "video_id": "609f9b1692342e51e98d1661c31e8f792ba7112fe0e80c3d076f594d782592f3"}
{"item_id": "HLV-1K_4649", "benchmark": "HLV-1K", "question": "What is the color of the balloon resembling the number '2' in the video event from 10.0 to 2573.0 seconds?", "options": ["Red.", "Blue.", "Gold.", "Green."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object understanding", "scene_type": "ai_generated_synthetic", "duration_group": ">30min", "duration_s": 2583.568254, "attack_pct": 0.5814024783787273, "license": "MIT", "selection_order": 3367, "video": "videos/3fc097b1e3cb9931887c46a7e782c2a32476fc116dd776245aab2a3b8028568f.mp4", "video_id": "3fc097b1e3cb9931887c46a7e782c2a32476fc116dd776245aab2a3b8028568f"}
{"item_id": "HLV-1K_3044", "benchmark": "HLV-1K", "question": "How many puppies were mentioned in the video from 3.0 to 3700.0 seconds?", "options": ["3.", "5.", "9.", "11."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "counting", "scene_type": "animals_wildlife", "duration_group": ">30min", "duration_s": 3727.4761, "attack_pct": 0.8934587582289919, "license": "MIT", "selection_order": 3374, "video": "videos/0f7f791e136fb561f07a892ef3295b00569c06d5bdd0e14f58e8f5c92c15e7e2.mp4", "video_id": "0f7f791e136fb561f07a892ef3295b00569c06d5bdd0e14f58e8f5c92c15e7e2"}
{"item_id": "Video-MME-v2_787", "benchmark": "Video-MME-v2", "question": "How many levels with distinct terrain types appear in the video in total?", "options": ["12.", "6.", "8.", "7.", "9.", "11.", "10.", "13."], "answer": "E", "answer_idx": 4, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 654.407982, "attack_pct": 0.85604104814767, "license": "MIT", "selection_order": 3380, "video": "videos/dce444cb85e11ad326e12963354126c6fcf15676986874a9c2c4757a645fbcca.mp4", "video_id": "dce444cb85e11ad326e12963354126c6fcf15676986874a9c2c4757a645fbcca"}
{"item_id": "ScaleLong_1244", "benchmark": "ScaleLong", "question": "Why did Antonia fall to the ground at the beginning of the video?", "options": ["Pushed by someone", "Tripped over something", "Headache", "Fainted from exhaustion"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Video Event", "scene_type": "cooking_food", "duration_group": ">30min", "duration_s": 2881.003125, "attack_pct": 0.7215131663869885, "license": "unknown", "selection_order": 3381, "video": "videos/72b9148e373174ecf61eff6e54d4334ca9bc2e6a2a0566a198a1df4cb63fb3c5.mp4", "video_id": "72b9148e373174ecf61eff6e54d4334ca9bc2e6a2a0566a198a1df4cb63fb3c5"}
{"item_id": "2067", "benchmark": "LVBench", "question": "What did Jensen Huang do after the end of the first promotional video?", "options": ["He waved and walked off the stage", "He walked off the stage", "He walked onto the stage while waving", "He bowed to the audience"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "entity recognition", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 7207.218503, "attack_pct": 0.5093907318962179, "license": "CC-BY-NC-SA-4.0", "selection_order": 3388, "video": "videos/bc3f68b9a1b79ea2e00f750ea30509f83cd8f8913e62e1ae746d4009b5f7333e.mp4", "video_id": "bc3f68b9a1b79ea2e00f750ea30509f83cd8f8913e62e1ae746d4009b5f7333e"}
{"item_id": "K9-Bench_4177", "benchmark": "K9-Bench", "question": "What is the immediate causal effect of the announcement and gesture towards the pool on the dogs' behavior, particularly considering their previous activities?", "options": ["Upon announcement and gesture, dogs disengage from food and packages, move individually to pool edge, and cautiously paw the water.", "Upon announcement and gesture, dogs briefly continue with food and packages, then move to pool area, with some splashing at edge.", "Upon announcement and gesture, dogs briefly stop with food and packages, move together to poolside, and watch water cautiously.", "Upon announcement and gesture, dogs look up from food, wag tails while moving to pool entrance, then wait for someone to lead them in.", "Upon announcement and gesture, dogs instantly leave food and packages, run together to pool area, and jump into water."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "cause-effect analysis", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 1039.836009, "attack_pct": 0.957459339099006, "license": "CC-BY-NC-4.0", "selection_order": 3394, "video": "videos/d6abb83e2518e080239419bf27b794261cb3f9fac970bf194d36cd6aa5ebd787.mp4", "video_id": "d6abb83e2518e080239419bf27b794261cb3f9fac970bf194d36cd6aa5ebd787"}
{"item_id": "StreamingBench_2283", "benchmark": "StreamingBench", "question": "Which of the following options best summarizes the content and actions just now?", "options": ["A bartender talked with patrons while patrons converse and enjoy their drinks at the bar.", "A bartender prepares a cocktail by mixing various ingredients and garnishing it with a lemon twist.", "A server delivers a tray of appetizers to a group of friends celebrating a special occasion.", "A bartender stacks clean glasses behind the bar while patrons request drink menus."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Clips Summarize", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 837.303133, "attack_pct": 0.963639150638957, "license": "unknown", "selection_order": 3401, "video": "videos/cedc75f04bb48b91118100e5c1e2b70414dded7fb4b7fd7b3eab60b624552ad9.mp4", "video_id": "cedc75f04bb48b91118100e5c1e2b70414dded7fb4b7fd7b3eab60b624552ad9"}
{"item_id": "Video-MME_2563", "benchmark": "Video-MME", "question": "After organizing the clutter in the cabinet in the video, what is the main topic that the heroine discusses while sitting in front of the camera?", "options": ["Strategies for maintaining a healthy work-life balance.", "Tips for effective budgeting and saving money.", "Advice on dealing with procrastinating tasks.", "Tips for maintaining a clutter-free home."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Information Synopsis", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 1987.419138, "attack_pct": 0.7269346198528462, "license": "unknown", "selection_order": 3402, "video": "videos/bcb6d101cb19f2dc9045b2e65f0342b551ff516fdd7d1808211f5e607f76354f.mp4", "video_id": "bcb6d101cb19f2dc9045b2e65f0342b551ff516fdd7d1808211f5e607f76354f"}
{"item_id": "LongVideoBench_682", "benchmark": "LongVideoBench", "question": "In the scene, some people are listening to a person on stage explaining some English knowledge points on shooting. A man stands up from his seat and walks to the front of the woman on stage. After this man stands up, what happens on the screen?", "options": ["The man walks out of the classroom", "A person under the stage touches the back of their head with their hand", "Everyone under the stage stands up", "Everyone under the stage claps", "The man walks onto the stage"], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "E3E", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 1078.16, "attack_pct": 0.6910336259197108, "license": "CC-BY-NC-SA-4.0", "selection_order": 3408, "video": "videos/0fa11563ee5076ced7411a86ef57b9b266e6185efa2c29c8901e8edaf6e0cb14.mp4", "video_id": "0fa11563ee5076ced7411a86ef57b9b266e6185efa2c29c8901e8edaf6e0cb14"}
{"item_id": "ScaleLong_273", "benchmark": "ScaleLong", "question": "What color is the feather that the lady in the video used to gently brush the man's face?", "options": ["white", "black", "red", "yellow"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Video Event", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 4185.43125, "attack_pct": 0.603564282948238, "license": "unknown", "selection_order": 3409, "video": "videos/6d0a222a5538e670d17845ab10c07dfb704e2689d99fbbbcc5950aaef6c63a99.mp4", "video_id": "6d0a222a5538e670d17845ab10c07dfb704e2689d99fbbbcc5950aaef6c63a99"}
{"item_id": "LongVideoBench_605", "benchmark": "LongVideoBench", "question": "There are three people in the room. One person is sitting on a red sofa, one person is standing, and another person is sitting on a chair in the corner of the room. The person sitting on the chair has white hair, is wearing white inner clothes, and a coat over them. What is the man sitting on the chair doing?", "options": ["He is rubbing his eyes with his right hand", "He picked up a wine glass", "He is standing up from the chair", "He is rubbing his eyes with his left hand", "He is rubbing his eyes with both hands"], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "S2E", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 1215.4142, "attack_pct": 0.5768281270169098, "license": "CC-BY-NC-SA-4.0", "selection_order": 3415, "video": "videos/de4f95de289103c4d4311c3d19af19f4a6191638eda3a94581ff7a74d583d571.mp4", "video_id": "de4f95de289103c4d4311c3d19af19f4a6191638eda3a94581ff7a74d583d571"}
{"item_id": "HLV-1K_3242", "benchmark": "HLV-1K", "question": "In the event from 5190.0 to 5257.0 seconds, what direction does the central performer move during the live performance?", "options": ["From left to right.", "From right to left.", "Remains stationary.", "Moves in a circular pattern."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object-direction", "scene_type": "music_dance_performance", "duration_group": ">30min", "duration_s": 5608.129887, "attack_pct": 0.9527397702336388, "license": "MIT", "selection_order": 3416, "video": "videos/004f23966b2946d66f605abdabc2990c77be8b74e31babb63672e879c5f1a9e8.mp4", "video_id": "004f23966b2946d66f605abdabc2990c77be8b74e31babb63672e879c5f1a9e8"}
{"item_id": "LongVideoBench_544", "benchmark": "LongVideoBench", "question": "A girl is sitting in a room lit by colorful lights, with green plants behind her and a white curtain on the left side of the screen. Her hair is yellow and black, she is wearing glasses, and she has on a gray T-shirt along with gloves. She is speaking to the camera and after mentioning 'and she has this series of artwork named', what happened?", "options": ["A transparent pen holder with blue sticky notes on it appeared to the right of the camera.", "A transparent pen holder with purple sticky notes on it appeared to the right of the camera.", "A transparent pen holder with olive sticky notes on it appeared to the right of the camera.", "A transparent pen holder with yellow sticky notes on it appeared to the right of the camera.", "A transparent pen holder with green sticky notes on it appeared to the right of the camera."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "T3E", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1417.0, "attack_pct": 0.9171292113076028, "license": "CC-BY-NC-SA-4.0", "selection_order": 3422, "video": "videos/374c12a1871d21481d44e4595b6d6d4d597d1f8dd73d5a212badbec2270cdbd2.mp4", "video_id": "374c12a1871d21481d44e4595b6d6d4d597d1f8dd73d5a212badbec2270cdbd2"}
{"item_id": "LongVideoBench_560", "benchmark": "LongVideoBench", "question": "Which of the following sequences of events is correct?", "options": ["First, four soldiers are cooking food around a fire, then three soldiers are opening a can, and finally, one person is opening a can.", "First, one person is opening a can, then three soldiers are opening a can, and finally, four soldiers are cooking food around a fire.", "First, three soldiers are opening a can, then four soldiers are cooking food around a fire, and finally, one person is opening a can.", "First, three soldiers are opening a can, then one person is opening a can, and finally, four soldiers are cooking food around a fire.", "First, four soldiers are cooking food around a fire, then one person is opening a can, and finally, three soldiers are opening a can."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "SSS", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 1086.25, "attack_pct": 0.891159481089454, "license": "CC-BY-NC-SA-4.0", "selection_order": 3429, "video": "videos/a5a279ea75d9282764a7300ba34daea399b7e6e1a6961661b4df5b2713b4c940.mp4", "video_id": "a5a279ea75d9282764a7300ba34daea399b7e6e1a6961661b4df5b2713b4c940"}
{"item_id": "VSI-Super-Wild_290", "benchmark": "VSI-Super-Wild", "question": "[Ordering] In this video, choose the option listing the four objects by first-appearance time.", "options": ["sign → railing → kiosk → traffic cone", "traffic cone → sign → railing → kiosk", "sign → kiosk → traffic cone → railing", "kiosk → railing → traffic cone → sign"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "VOO", "scene_type": "other", "duration_group": ">30min", "duration_s": 9132.3232, "attack_pct": 0.7710565380147154, "license": "unknown", "selection_order": 3430, "video": "videos/8a5c73010cd31102a3e2dc29f6a55246c642867c12e62630ad43be79b8b59dd0.mp4", "video_id": "8a5c73010cd31102a3e2dc29f6a55246c642867c12e62630ad43be79b8b59dd0"}
{"item_id": "Video-MME-v2_431", "benchmark": "Video-MME-v2", "question": "From the end of teaching Section 1 to the beginning of teaching Section 3, during the time in between, how many times was the \"Every drop I drink up\" action demonstrated?", "options": ["6.", "10.", "3.", "4.", "9.", "5.", "8.", "7."], "answer": "A", "answer_idx": 0, "n_options": 8, "chance": 0.125, "capability": "temporal", "task_class": "_none", "scene_type": "music_dance_performance", "duration_group": "10-30min", "duration_s": 768.859138, "attack_pct": 0.9029705047115012, "license": "MIT", "selection_order": 3436, "video": "videos/a96f47e8e2e134543d10b66961efae0254c73819e07b5d3c9d857945d225af39.mp4", "video_id": "a96f47e8e2e134543d10b66961efae0254c73819e07b5d3c9d857945d225af39"}
{"item_id": "4227", "benchmark": "LVBench", "question": "What are the differences in attire between the second and third contestants?", "options": ["There are no differences because they are from the same national team", "The styles are completely different, but the color distribution is consistent", "The color schemes are completely different, but the styles are similar", "The attire of the third contestant is the mirror image of the second contestant's"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "entity recognition", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 2267.76, "attack_pct": 0.2347279592100167, "license": "CC-BY-NC-SA-4.0", "selection_order": 3437, "video": "videos/3ca4522216909ea2ed32169fadc2c18a9f6f2cf76c8b4e1aef4b4419287c4fec.mp4", "video_id": "3ca4522216909ea2ed32169fadc2c18a9f6f2cf76c8b4e1aef4b4419287c4fec"}
{"item_id": "LongVideo-Reason-eval_780", "benchmark": "LongVideo-Reason-eval", "question": "** A visitor documents their day in Saigon, visiting multiple landmarks. At one location, they note a two-story market with a yellow facade and red roof during the day. Later, they return to the same area at night and capture stalls with glassware and plants under bright lights. Which market is this, also recognized by a prominent clock tower in another segment?", "options": ["Binh Tay Market", "Bitexco Financial Tower", "Ben Thanh Market", "War Remnants Museum"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "temporal", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 1105.571701, "attack_pct": 0.9799357815928746, "license": "Apache-2.0", "selection_order": 3443, "video": "videos/927ab18aee03df612dc4af95a49990f387b284b30bbbfea2788b27bf300ad7dc.mp4", "video_id": "927ab18aee03df612dc4af95a49990f387b284b30bbbfea2788b27bf300ad7dc"}
{"item_id": "VSI-Super-Wild_286", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] At the indicated moment in this clip, which direction is the camera/person moving? (forward = the direction the camera is facing)", "options": ["forward", "left", "backward", "right"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VMR", "scene_type": "traffic_driving_accidents", "duration_group": ">30min", "duration_s": 7517.366667, "attack_pct": 0.744062217632632, "license": "unknown", "selection_order": 3444, "video": "videos/bdfb82be1da9a99d1a87aab1d68c82613b4b0af2b652b2ee31993228f520082f.mp4", "video_id": "bdfb82be1da9a99d1a87aab1d68c82613b4b0af2b652b2ee31993228f520082f"}
{"item_id": "Video-MME-v2_1733", "benchmark": "Video-MME-v2", "question": "When the pink-clad fighter pulled the red-clad fighter backward by her thigh, and the red-clad fighter desperately held onto the black floor mat, which of the following accurately describes the immediate subsequent exchange?", "options": ["The red-clad fighter kicked back against the pink-clad fighter, then wrapped her right arm around the opponent's neck and grabbed the opponent's thigh with her left hand, executing a reverse suplex.", "The red-clad fighter kicked back against the pink-clad fighter, then braced the opponent's waist with her left hand and grabbed the opponent's thigh with her right hand, executing a reverse suplex.", "The red-clad fighter kicked back against the pink-clad fighter, then braced the opponent's waist with her right hand and grabbed the opponent's pants with her left hand, executing a reverse suplex.", "The red-clad fighter kicked back against the pink-clad fighter, then wrapped her right arm around the opponent's neck and grabbed the opponent's pants with her left hand, executing a reverse suplex.", "The red-clad fighter kicked back against the pink-clad fighter, then braced the opponent's waist with her left hand and grabbed the opponent's pants with her right hand, executing a reverse suplex.", "The red-clad fighter kicked back against the pink-clad fighter, then wrapped her left arm around the opponent's neck and grabbed the opponent's thigh with her right hand, executing a reverse suplex.", "The red-clad fighter kicked back against the pink-clad fighter, then wrapped her left arm around the opponent's neck and grabbed the opponent's pants with her right hand, executing a reverse suplex.", "The red-clad fighter kicked back against the pink-clad fighter, then braced the opponent's waist with her right hand and grabbed the opponent's thigh with her left hand, executing a reverse suplex."], "answer": "G", "answer_idx": 6, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 1099.093333, "attack_pct": 0.4970956499290048, "license": "MIT", "selection_order": 3450, "video": "videos/2891dba5617558cea509ec8b3581089ee970ada5a86ecb09185cb97274e302fb.mp4", "video_id": "2891dba5617558cea509ec8b3581089ee970ada5a86ecb09185cb97274e302fb"}
{"item_id": "Video-MME_2193", "benchmark": "Video-MME", "question": "Which is the position that is banned mostly from the game?", "options": ["Top.", "Jungle.", "Mid.", "Support."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Action Recognition", "scene_type": "video_games_software_ui", "duration_group": ">30min", "duration_s": 2468.304399, "attack_pct": 0.8861656124951595, "license": "unknown", "selection_order": 3451, "video": "videos/943ec64cca3f1da19f6c01aa466e20d367009c7e7143372e7c2d8b8974272675.mp4", "video_id": "943ec64cca3f1da19f6c01aa466e20d367009c7e7143372e7c2d8b8974272675"}
{"item_id": "StreamingBench_2164", "benchmark": "StreamingBench", "question": "Which roads are currently visible in the video right now?", "options": ["East 40th St and 3rd Ave.", "East 36th St and 5th Ave.", "East 42nd St and Madison Ave.", "East 30th St and Park Ave."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Text-Rich Understanding", "scene_type": "traffic_driving_accidents", "duration_group": "10-30min", "duration_s": 604.671367, "attack_pct": 0.9527397702336388, "license": "unknown", "selection_order": 3457, "video": "videos/c85dc8f436ac5d7621e54ebebcb43935dc16cd422449c5df4fbb25c59ec93577.mp4", "video_id": "c85dc8f436ac5d7621e54ebebcb43935dc16cd422449c5df4fbb25c59ec93577"}
{"item_id": "Video-MME_1931", "benchmark": "Video-MME", "question": "When will we likely discover alien life, as anticipated by the white-haired speaker in the video's opening and closing?", "options": ["Within 10 years.", "Within 20 years.", "Within 30 years.", "Within 40 years."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Object Reasoning", "scene_type": "ai_generated_synthetic", "duration_group": ">30min", "duration_s": 3047.410068, "attack_pct": 0.8585339486252743, "license": "unknown", "selection_order": 3458, "video": "videos/0d316d8cde6beeabb7a118036221f3a98855765a46e2660c1127218048c51073.mp4", "video_id": "0d316d8cde6beeabb7a118036221f3a98855765a46e2660c1127218048c51073"}
{"item_id": "S-EMBER_149", "benchmark": "S-EMBER", "question": "How does the appearance of this screen compare to the first course I completed?", "options": ["This screen looks identical to the first course, featuring the exact same blue-sky background and celebration text.", "This screen displays a failure message with a similar design, whereas the first course displayed a successful completion screen.", "This screen features an indoor red-brick theme, whereas the first course had a bright green and blue outdoor theme.", "This screen features a dark blue-gray cave environment, whereas the first course had a bright outdoor scene with green grass.", "This screen highlights a different environment with complex obstacles, whereas the first course featured much simpler terrain."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "object_comparison", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.4816219181618691, "license": "CC-BY-NC-4.0", "selection_order": 3464, "video": "videos/e4e5924b0f6ca41e78c0285c8d9263a40fc5f352c19b765b9b871860e5ec2ba6.mp4", "video_id": "e4e5924b0f6ca41e78c0285c8d9263a40fc5f352c19b765b9b871860e5ec2ba6"}
{"item_id": "HLV-1K_3122", "benchmark": "HLV-1K", "question": "Where is the man situated in the indoor animal exhibit or zoo enclosure?", "options": ["On the right side of the enclosure.", "In the center of the enclosure.", "On the left side of the enclosure.", "Near the entrance of the enclosure."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "spatial-relationship", "scene_type": "animals_wildlife", "duration_group": ">30min", "duration_s": 3147.116553, "attack_pct": 0.8976862011101071, "license": "MIT", "selection_order": 3465, "video": "videos/1106f343c0c4aa7eb94c74b5ac99a4fde875fe58b4b63e152497cd57b8e70b2a.mp4", "video_id": "1106f343c0c4aa7eb94c74b5ac99a4fde875fe58b4b63e152497cd57b8e70b2a"}
{"item_id": "StreamingBench_2726", "benchmark": "StreamingBench", "question": "Which car won first place in this competition?", "options": ["The blue car.", "The dark purple car.", "The green car.", "The red car."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Event Understanding", "scene_type": "ai_generated_synthetic", "duration_group": "10-30min", "duration_s": 918.976145, "attack_pct": 0.816791983993804, "license": "unknown", "selection_order": 3471, "video": "videos/7b5efa4253362d0b930ca77e827fb1459d81f9de205243eb310bc198639a86b6.mp4", "video_id": "7b5efa4253362d0b930ca77e827fb1459d81f9de205243eb310bc198639a86b6"}
{"item_id": "V2P-Bench_1136", "benchmark": "V2P-Bench", "question": "In the video, how many different restaurants did the people marked with blue dots visit?", "options": ["1.", "3.", "5.", "7."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "1", "scene_type": "cooking_food", "duration_group": ">30min", "duration_s": 2466.377143, "attack_pct": 0.8017054989028011, "license": "CC-BY-NC-4.0", "selection_order": 3472, "video": "videos/c10fe5a4f085207e76fa7bf9ef5af76105ca0ba8eb6c92acee9b1bf3a72a6069.mp4", "video_id": "c10fe5a4f085207e76fa7bf9ef5af76105ca0ba8eb6c92acee9b1bf3a72a6069"}
{"item_id": "Video-MME-v2_1218", "benchmark": "Video-MME-v2", "question": "Regarding the visual footage of the blogger visiting her \"rival\" in the video, which of the following descriptions is the most accurate?", "options": ["During the visit, the blogger held a pink plastic toy stick, during which a penguin bit the plastic toy stick.", "During the visit, the blogger fed a group of penguins, and one of them jumped up to snatch the food.", "During the visit, the blogger played with bubbles with the penguins, during which a penguin bit a blue bubble wand.", "During the visit, the blogger played with bubbles with the penguins, during which a penguin bit a pink bubble wand.", "The footage shows a tiger named Hutan drinking milk from a bottle through a cage.", "The footage shows a group of meerkats running out of a door and rushing towards several cardboard boxes on the ground.", "The footage shows the blogger feeding a red panda, which grabs the food with its paws.", "During the visit, the blogger held a green plastic toy stick, during which a penguin bit the plastic toy stick."], "answer": "C", "answer_idx": 2, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 1099.093333, "attack_pct": 0.8862059506905899, "license": "MIT", "selection_order": 3478, "video": "videos/6d9c6906fb0aaedd899d026465769a872abc862f0263b6906be4f30b35b07c7d.mp4", "video_id": "6d9c6906fb0aaedd899d026465769a872abc862f0263b6906be4f30b35b07c7d"}
{"item_id": "LongTimeScope_55", "benchmark": "LongTimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared. I will quiz you about the words afterwards.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["banana, nectarine, grape", "mango, quince, nectarine", "cherry, watermelon, raspberry", "quince, quince, honeydew", "mango, date, cherry", "elderberry, date, ugli"], "answer": "E", "answer_idx": 4, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 28800.0, "attack_pct": 0.8061669033174131, "license": "unknown", "selection_order": 3479, "video": "videos/b76a9c5bae81eda77625dfd9402bd8977aa83c8621cbd208a1bc4627669112a9.mp4", "video_id": "b76a9c5bae81eda77625dfd9402bd8977aa83c8621cbd208a1bc4627669112a9"}
{"item_id": "Video-MME-v2_1499", "benchmark": "Video-MME-v2", "question": "During the latter half of the cooking process in the video, the protagonist performs a series of complex operations. Based on the video content, select the correct sequence of actions.", "options": ["Sauté onions and minced garlic in hot oil until fragrant. Add the chicken and all the vegetables and stir-fry together. Add the sauce to taste and finally add plenty of stock to cook until done.", "First, sauté the red and yellow bell peppers until softened, then add the onions and garlic. Add the drained chicken, and finally the snow peas and seasoning sauce. Quickly remove from heat.", "Add onions, garlic, red and yellow bell peppers, and snow peas to the pan and stir-fry over high heat until just cooked. Add the chicken and drizzle cooking wine along the edge of the pan.", "Mix all the sauces (oyster sauce, light soy sauce, fermented black beans) in a bowl. Add the vegetables and chicken to the pan and stir-fry quickly over high heat. Do not add water; let the ingredients cook using their own moisture. Sprinkle with chopped green onions before serving.", "Sauté the onions and minced garlic until fragrant, then quickly stir-fry the snow peas and bell peppers. Add the pan-fried chicken pieces, a small half bowl of water, cover, and simmer for 1 minute. Uncover, add a little soy sauce, stir well, and remove from heat.", "Heat oil in a pan and sauté onions and minced garlic until fragrant. Add the chicken and stir-fry until it changes color. Add the red and yellow bell peppers and snow peas and stir-fry together. Drizzle cooking wine along the edge of the pan during stir-frying. Finally, pour in the sauce and stir-fry evenly. Simmer uncovered.", "Sauté onions and garlic in the remaining oil until fragrant. Add red and yellow bell peppers, add water, cover and simmer. Add snow peas, then return the chicken and stir-fry with the sauce.", "Boil all the vegetables in water until cooked, then drain. Clean the pot, reheat the oil, and sauté the sauce until fragrant. Add the chicken and cooked vegetables and mix well."], "answer": "G", "answer_idx": 6, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 1094.449342, "attack_pct": 0.6539305537627469, "license": "MIT", "selection_order": 3485, "video": "videos/55aa18a47aef9ec41f65bf0fd8d366ff481c25a963c32027ffc20604945bf469.mp4", "video_id": "55aa18a47aef9ec41f65bf0fd8d366ff481c25a963c32027ffc20604945bf469"}
{"item_id": "ScaleLong_1700", "benchmark": "ScaleLong", "question": "Why did he place the stones around the boat?", "options": ["To mark the boat's position", "To keep the boat from drifting", "To start a fire", "To protect the boat from animals"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Video Event", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 7247.514181, "attack_pct": 0.2758487156318575, "license": "unknown", "selection_order": 3486, "video": "videos/4342eb29ea8ba31710b552c82fdb028b9523a2f4e5dd6396862c7b6bdb0dd2dd.mp4", "video_id": "4342eb29ea8ba31710b552c82fdb028b9523a2f4e5dd6396862c7b6bdb0dd2dd"}
{"item_id": "S-EMBER_5994", "benchmark": "S-EMBER", "question": "What did I do right before I last stood up from the chair?", "options": ["You wrote on the paper attached to the clipboard.", "You reached forward and closed your laptop lid.", "You placed the clipboard with papers on the desk.", "You put down your pen on the desk.", "You tapped a notification on your phone."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "sequential_action", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 1200.0, "attack_pct": 0.1982864334581128, "license": "CC-BY-NC-4.0", "selection_order": 3492, "video": "videos/0ddb6528a575aec5462633ebc83d74d7b4e7173ced01834e5611ab2f9fe59e3d.mp4", "video_id": "0ddb6528a575aec5462633ebc83d74d7b4e7173ced01834e5611ab2f9fe59e3d"}
{"item_id": "MLVU_573", "benchmark": "MLVU", "question": "Throughout this video, what is the total count of occurrences for the scene featuring the 'tossing coin' action\n(A) 3\n(B) 1\n(C) 2\n(D) 0\n", "options": ["3", "1", "2", "0"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "count", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 871.771772, "attack_pct": 0.3376710339486253, "license": "CC-BY-NC-SA-4.0", "selection_order": 3499, "video": "videos/339a70e1d685fba1fce22d2521449f926bbdc666871d9d9fbfe7f2a2b11bce80.mp4", "video_id": "339a70e1d685fba1fce22d2521449f926bbdc666871d9d9fbfe7f2a2b11bce80"}
{"item_id": "ViMUL-Bench_774", "benchmark": "ViMUL-Bench", "question": "এই ভিডিওতে তিনি কতগুলি দোকান পরিদর্শন করেছেন?", "options": ["5", "4", "6", "3"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "_none", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 2130.709478, "attack_pct": 0.891159481089454, "license": "CC-BY-SA-4.0", "selection_order": 3500, "video": "videos/3d6f754ef19c069a6fc4b7783743c7e41b038764084abffc1a62d22bf2aaf440.mp4", "video_id": "3d6f754ef19c069a6fc4b7783743c7e41b038764084abffc1a62d22bf2aaf440"}
{"item_id": "1664", "benchmark": "LVBench", "question": "Which movie wins the most awards at the ceremony?", "options": ["Barbie", "Anatomy of a Fall", "Oppenheim", "Poor Things"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "event understanding", "scene_type": "music_dance_performance", "duration_group": ">30min", "duration_s": 5189.868844, "attack_pct": 0.3815751258551697, "license": "CC-BY-NC-SA-4.0", "selection_order": 3507, "video": "videos/4a03c8e9767a0d61b7bcf940b224fca25539c7385b5e4667988bc9f6810b4ec7.mp4", "video_id": "4a03c8e9767a0d61b7bcf940b224fca25539c7385b5e4667988bc9f6810b4ec7"}
{"item_id": "S-EMBER_1779", "benchmark": "S-EMBER", "question": "How many times did my opponent put down four cards at a time?", "options": ["Four times.", "Five times.", "Three times.", "Two times.", "Once."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.5535287853362592, "license": "CC-BY-NC-4.0", "selection_order": 3513, "video": "videos/73bc5f1fb2f566e5f44862988909c26dbdb010799e9b53d7eee304339da52efc.mp4", "video_id": "73bc5f1fb2f566e5f44862988909c26dbdb010799e9b53d7eee304339da52efc"}
{"item_id": "TimeScope_258", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["lemon, cherry, honeydew", "lemon, raspberry, kiwi", "kiwi, tangerine, date", "cherry, orange, apple", "date, quince, cherry", "honeydew, honeydew, orange"], "answer": "A", "answer_idx": 0, "n_options": 6, "chance": 0.166667, "capability": "temporal", "task_class": "_none", "scene_type": "music_dance_performance", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.947221505098748, "license": "unknown", "selection_order": 3520, "video": "videos/019eaeb401c5bd19996889e1b809d3ae39cdcfaab1fa607683b045321a9fe49a.mp4", "video_id": "019eaeb401c5bd19996889e1b809d3ae39cdcfaab1fa607683b045321a9fe49a"}
{"item_id": "VSI-Super-Wild_26", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] Here are 4 frames captured at different moments in the video. Each frame is shown from a slightly rotated viewpoint (30-60 degrees). Choose the option listing the frames by capture time, from first to last.", "options": ["Frame 1 → Frame 3 → Frame 4 → Frame 2", "Frame 3 → Frame 2 → Frame 4 → Frame 1", "Frame 4 → Frame 3 → Frame 2 → Frame 1", "Frame 4 → Frame 3 → Frame 1 → Frame 2"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VPO", "scene_type": "other", "duration_group": ">30min", "duration_s": 7544.2366, "attack_pct": 0.3419226797469988, "license": "unknown", "selection_order": 3521, "video": "videos/f102a2f97506491eac7f489d1f4f2baeb7ca7e520e58857a5c5a686821877fea.mp4", "video_id": "f102a2f97506491eac7f489d1f4f2baeb7ca7e520e58857a5c5a686821877fea"}
{"item_id": "LongVideoBench_526", "benchmark": "LongVideoBench", "question": "The screen shows some people pushing shopping carts in the vegetable section of a supermarket. What is the first product to appear on the screen after this?", "options": ["Leek", "Eraser", "Cauliflower", "Carrot", "Mini Tomatoes"], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "O3O", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 905.0, "attack_pct": 0.6935103911191429, "license": "CC-BY-NC-SA-4.0", "selection_order": 3527, "video": "videos/490f2f9afba968fc2205186ac1c63767c760368eb4aceb246eb357cac42adafd.mp4", "video_id": "490f2f9afba968fc2205186ac1c63767c760368eb4aceb246eb357cac42adafd"}
{"item_id": "ScaleLong_484", "benchmark": "ScaleLong", "question": "When CREAMLINE team scores their 14th point, where did the ball end up?", "options": ["on the floor", "fly to the sky", "don't see the ball", "fly off the field"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Event", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 7905.066667, "attack_pct": 0.3130889376532851, "license": "unknown", "selection_order": 3528, "video": "videos/e882df88381af73af322e8f5eadb9fcb9c3140c906cb6e44eb3b737d7c5ba205.mp4", "video_id": "e882df88381af73af322e8f5eadb9fcb9c3140c906cb6e44eb3b737d7c5ba205"}
{"item_id": "S-EMBER_9287", "benchmark": "S-EMBER", "question": "How many times have I seen the white charger that is plugged into the wall?", "options": ["You have seen it only once.", "You have seen it two separate times.", "You have seen it 4 times.", "You have seen it about 5 times.", "You haven't seen it at all."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.4217116303085065, "license": "CC-BY-NC-4.0", "selection_order": 3534, "video": "videos/4b0df1b993a47531f4db879769274f65254261372bc9416dce74c629f63dd240.mp4", "video_id": "4b0df1b993a47531f4db879769274f65254261372bc9416dce74c629f63dd240"}
{"item_id": "VSI-Super-Wild_157", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] Here are 4 frames captured at different moments in the video. Each frame is shown from a slightly rotated viewpoint (30-60 degrees). Choose the option listing the frames by capture time, from first to last.", "options": ["Frame 1 → Frame 3 → Frame 2 → Frame 4", "Frame 2 → Frame 3 → Frame 4 → Frame 1", "Frame 2 → Frame 4 → Frame 3 → Frame 1", "Frame 4 → Frame 3 → Frame 1 → Frame 2"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VPO", "scene_type": "traffic_driving_accidents", "duration_group": ">30min", "duration_s": 7517.366667, "attack_pct": 0.7521943978314186, "license": "unknown", "selection_order": 3535, "video": "videos/34bab57a6c585d67fb96c0c11dcd839eeeadb7202eed957fa7498f09727a5f35.mp4", "video_id": "34bab57a6c585d67fb96c0c11dcd839eeeadb7202eed957fa7498f09727a5f35"}
{"item_id": "StreamingBench_2246", "benchmark": "StreamingBench", "question": "What is the color of the car directly in front?", "options": ["Yellow.", "Black.", "Green.", "Red."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Attribute Perception", "scene_type": "traffic_driving_accidents", "duration_group": "10-30min", "duration_s": 651.1895, "attack_pct": 0.9706095908093456, "license": "unknown", "selection_order": 3541, "video": "videos/0f1c78714b02a1deea3c2968678b94eb906fb06ccdb3cfb8dc243d4cd723a8af.mp4", "video_id": "0f1c78714b02a1deea3c2968678b94eb906fb06ccdb3cfb8dc243d4cd723a8af"}
{"item_id": "HLV-1K_9155", "benchmark": "HLV-1K", "question": "What is the direction of the camera movement in the video from 37.0 to 2423.0 seconds?", "options": ["The camera moves closer to the person.", "The camera moves away from the person.", "The camera remains stationary.", "The camera moves around the person."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "camera-direction", "scene_type": "video_games_software_ui", "duration_group": ">30min", "duration_s": 2429.643175, "attack_pct": 0.5641457983735639, "license": "MIT", "selection_order": 3542, "video": "videos/6f1b08fa152bb9fa40051cb0b0dcafacc8749e6e2bc7faeefe189bb1967c20f4.mp4", "video_id": "6f1b08fa152bb9fa40051cb0b0dcafacc8749e6e2bc7faeefe189bb1967c20f4"}
{"item_id": "Video-MME-v2_157", "benchmark": "Video-MME-v2", "question": "From the butcher's perspective at the start of the game, at what location did the butcher knock down the last human?", "options": ["The third house on the right.", "The first house on the left.", "The second house on the left.", "The third house on the left.", "In the middle of the road.", "The second house on the right.", "The first house on the right.", "The fourth house on the right."], "answer": "G", "answer_idx": 6, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 841.793016, "attack_pct": 0.8855444042855298, "license": "MIT", "selection_order": 3548, "video": "videos/fb49398c3829929da47d7dc463b5ae4fb3d79a4b14eadb89bf267680d55683b4.mp4", "video_id": "fb49398c3829929da47d7dc463b5ae4fb3d79a4b14eadb89bf267680d55683b4"}
{"item_id": "HLV-1K_3906", "benchmark": "HLV-1K", "question": "How many animated ants are seen marching in synchronized formation along a dirt path in the colorful, vibrant outdoor setting at 1.0 to 2448.0 seconds?", "options": ["Three.", "Six.", "Nine.", "Twelve."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "counting", "scene_type": "ai_generated_synthetic", "duration_group": ">30min", "duration_s": 2460.641814, "attack_pct": 0.7179230669936749, "license": "MIT", "selection_order": 3549, "video": "videos/73b011b60f6769089bd26428de3ef866c980f24f31550fa7142b22673c47c76e.mp4", "video_id": "73b011b60f6769089bd26428de3ef866c980f24f31550fa7142b22673c47c76e"}
{"item_id": "Video-MME_1032", "benchmark": "Video-MME", "question": "The video shows how long it takes to drive from the Earth to the Moon?", "options": ["160 days.", "50 days.", "180 days.", "19 days."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "Object Recognition", "scene_type": "ai_generated_synthetic", "duration_group": "10-30min", "duration_s": 669.199093, "attack_pct": 0.8840922292500323, "license": "unknown", "selection_order": 3555, "video": "videos/cfe69fc06a8ae27ba5cfa96d6ce1bcb6a8238a62dd4d46f3f97790a07ce41c32.mp4", "video_id": "cfe69fc06a8ae27ba5cfa96d6ce1bcb6a8238a62dd4d46f3f97790a07ce41c32"}
{"item_id": "HLV-1K_9497", "benchmark": "HLV-1K", "question": "What is the primary focus of the scene at 857.0 seconds into the video?", "options": ["A group of animals interacting with plants.", "A single animal resting in a field.", "A group of people having a picnic.", "A river flowing through a forest."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object understanding", "scene_type": "animals_wildlife", "duration_group": ">30min", "duration_s": 3069.283265, "attack_pct": 0.921251774880599, "license": "MIT", "selection_order": 3556, "video": "videos/716a3e89be632157c7432935ac4287a513cd763fae339518e4b2dc0948c8fb93.mp4", "video_id": "716a3e89be632157c7432935ac4287a513cd763fae339518e4b2dc0948c8fb93"}
{"item_id": "Video-MME-v2_955", "benchmark": "Video-MME-v2", "question": "What is the change in the number of sparrows on the wire in the ending part of the video?", "options": ["1 arrived, 2 departed.", "2 arrived, 2 departed.", "1 arrived, 1 departed.", "0 arrived, 1 departed.", "0 arrived, 2 departed.", "0 arrived, 0 departed.", "2 arrived, 0 departed.", "1 arrived, 0 departed."], "answer": "D", "answer_idx": 3, "n_options": 8, "chance": 0.125, "capability": "temporal", "task_class": "_none", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 635.623039, "attack_pct": 0.8926600619594682, "license": "MIT", "selection_order": 3562, "video": "videos/4f1fa347b24d9cb35a6fed27c37736f350af82fc6e79bf7c28fafc8a72813ce7.mp4", "video_id": "4f1fa347b24d9cb35a6fed27c37736f350af82fc6e79bf7c28fafc8a72813ce7"}
{"item_id": "Video-MME_2493", "benchmark": "Video-MME", "question": "Which state's cuisine is consistently highly praised by the three people in the video?", "options": ["Oklahoma.", "Wisconsin.", "North Carolina.", "Hawaii."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Action Reasoning", "scene_type": "cooking_food", "duration_group": ">30min", "duration_s": 2032.140771, "attack_pct": 0.7777607460952627, "license": "unknown", "selection_order": 3563, "video": "videos/4d8035a9ffc0e045601cd7283a33c939e030775ba3e6a06b379c15581f5b2ece.mp4", "video_id": "4d8035a9ffc0e045601cd7283a33c939e030775ba3e6a06b379c15581f5b2ece"}
{"item_id": "S-EMBER_1652", "benchmark": "S-EMBER", "question": "How many times did I gesture my left hand towards the case of deli meats?", "options": ["10 times", "1 time", "2 times", "4 times", "3 times"], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 600.166667, "attack_pct": 0.2239899315864205, "license": "CC-BY-NC-4.0", "selection_order": 3569, "video": "videos/b39fd8495ac7015f1ce664ba0c9c2b0f3982bbfcf4cbe85ac07686f5a8c606b0.mp4", "video_id": "b39fd8495ac7015f1ce664ba0c9c2b0f3982bbfcf4cbe85ac07686f5a8c606b0"}
{"item_id": "LongVideoBench_679", "benchmark": "LongVideoBench", "question": "Two women on the screen are explaining a question. In the problem, there is a number crossing a pink bar at the bottom and a slanted line. When the subtitle 'figs but I still would round up so I' appears, what color is the slanted line?", "options": ["Olive Yellow", "Light Yellow", "Light Blue", "Grass Green", "Ink Green"], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "T2A", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 2093.1911, "attack_pct": 0.9167500322705564, "license": "CC-BY-NC-SA-4.0", "selection_order": 3570, "video": "videos/6ba1c7a1fa99d8e7f89e580a843cf0d3d722741274437eec49438b0816d001f5.mp4", "video_id": "6ba1c7a1fa99d8e7f89e580a843cf0d3d722741274437eec49438b0816d001f5"}
{"item_id": "StreamingBench_494", "benchmark": "StreamingBench", "question": "What is the \"Katie\" circle doing right now?", "options": ["Moving to the left.", "Adding a heart shape.", "Displaying a light blue background.", "Removing the label."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Action Perception", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 601.930884, "attack_pct": 0.8510149089970311, "license": "unknown", "selection_order": 3576, "video": "videos/7c1dbc177fe8a8079c619f06efbaa4cce2f28f4b843d205a8f3d606ff18acdec.mp4", "video_id": "7c1dbc177fe8a8079c619f06efbaa4cce2f28f4b843d205a8f3d606ff18acdec"}
{"item_id": "TimeScope_172", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["date, fig, mango", "kiwi, tangerine, elderberry", "fig, quince, apple", "quince, banana, grape", "apple, strawberry, grape", "quince, quince, tangerine"], "answer": "C", "answer_idx": 2, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 1800.0, "attack_pct": 0.9528769200981024, "license": "unknown", "selection_order": 3577, "video": "videos/87fc2428d9078e349a23ef1b46e65b3a172cb62de305be1d062684b1f921a036.mp4", "video_id": "87fc2428d9078e349a23ef1b46e65b3a172cb62de305be1d062684b1f921a036"}
{"item_id": "S-EMBER_5673", "benchmark": "S-EMBER", "question": "Where did I get the roll of Scotch tape from?", "options": ["From a clear tape dispenser sitting on the right side of the table.", "From the table where the wrapping materials are laid out.", "From a stationery organizer located inside the nearby supply cabinet.", "From the rug on the floor beside the foot of the table.", "From the top drawer of the desk where you keep stationery supplies."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "location_trace", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.1158351619981928, "license": "CC-BY-NC-4.0", "selection_order": 3590, "video": "videos/a535d0f6b19b93aca6191d8b2abea0e85163772fc466169e4241c6b94225ac02.mp4", "video_id": "a535d0f6b19b93aca6191d8b2abea0e85163772fc466169e4241c6b94225ac02"}
{"item_id": "Video-MME_2426", "benchmark": "Video-MME", "question": "In the latter part of the video, how is the show scoring the answers given by Kim Kardashian?", "options": ["Based on the panel of judges deciding on accuracy or entertainment value.", "Based on the matching answers with a celebrity guest's spouse/friend.", "Based on the pre-recorded survey results.", "Based on real-time voting from the on-site audience."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "long_video", "task_class": "Action Recognition", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 2225.261134, "attack_pct": 0.4427116948496192, "license": "unknown", "selection_order": 3591, "video": "videos/aa361abe748272b243da794b64aff3c82792574731fec44f06064f1c8b3f1ed0.mp4", "video_id": "aa361abe748272b243da794b64aff3c82792574731fec44f06064f1c8b3f1ed0"}
{"item_id": "Video-MME_1161", "benchmark": "Video-MME", "question": "How many groups of people were interviewed in the promotional video at the beginning of the video?", "options": ["11.", "8.", "9.", "10."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "Counting Problem", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 735.770703, "attack_pct": 0.8757986962695237, "license": "unknown", "selection_order": 3597, "video": "videos/02a6a5798c504227aa09c40f1b30f7acabb84d46b9e8e6cf706cb25b7f8eaeb3.mp4", "video_id": "02a6a5798c504227aa09c40f1b30f7acabb84d46b9e8e6cf706cb25b7f8eaeb3"}
{"item_id": "ScaleLong_354", "benchmark": "ScaleLong", "question": "How many different instruments did the musician use in total?", "options": ["two", "Five", "four", "three"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Video Story", "scene_type": "music_dance_performance", "duration_group": ">30min", "duration_s": 4725.88, "attack_pct": 0.717100167806893, "license": "unknown", "selection_order": 3598, "video": "videos/611e958e4bf4ea29528150f6be3ac4b30f30954470896e415793c142211a1a3f.mp4", "video_id": "611e958e4bf4ea29528150f6be3ac4b30f30954470896e415793c142211a1a3f"}
{"item_id": "Video-MME_1548", "benchmark": "Video-MME", "question": "How many female performers are doing this show?", "options": ["2.", "3.", "4.", "5."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "Counting Problem", "scene_type": "music_dance_performance", "duration_group": "10-30min", "duration_s": 646.072018, "attack_pct": 0.939234542403511, "license": "unknown", "selection_order": 3604, "video": "videos/342022f8f7bf76c092170744c22f3d70b0fa0d3743950b3008094fcb2482406b.mp4", "video_id": "342022f8f7bf76c092170744c22f3d70b0fa0d3743950b3008094fcb2482406b"}
{"item_id": "VideoEval-Pro_482", "benchmark": "VideoEval-Pro", "question": "How many microphones are on stage during Donald Trump's speech?", "options": ["3", "2", "0", "1"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "_none", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3167.201814, "attack_pct": 0.7948480056796179, "license": "unknown", "selection_order": 3605, "video": "videos/94c3f4aeb4adf5122d3b9919ad2584e3b56c06e7c656fb418623bd5eabd2d163.mp4", "video_id": "94c3f4aeb4adf5122d3b9919ad2584e3b56c06e7c656fb418623bd5eabd2d163"}
{"item_id": "TimeScope_245", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["tangerine, ugli, ugli", "nectarine, strawberry, cherry", "tangerine, grape, strawberry", "kiwi, ugli, banana", "strawberry, raspberry, quince", "elderberry, grape, mango"], "answer": "C", "answer_idx": 2, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 1200.0, "attack_pct": 0.7970101329546921, "license": "unknown", "selection_order": 3611, "video": "videos/5bdd15afa58416cd080868ba683032f0a70694c968cdc6a634d131a8aa29cd9f.mp4", "video_id": "5bdd15afa58416cd080868ba683032f0a70694c968cdc6a634d131a8aa29cd9f"}
{"item_id": "VSI-Super-Wild_863", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] Here are 4 frames captured at different moments in the video. Each frame is shown from a slightly rotated viewpoint (30-60 degrees). Choose the option listing the frames by capture time, from first to last.", "options": ["Frame 4 → Frame 2 → Frame 3 → Frame 1", "Frame 4 → Frame 1 → Frame 2 → Frame 3", "Frame 1 → Frame 4 → Frame 2 → Frame 3", "Frame 3 → Frame 2 → Frame 4 → Frame 1"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VPO", "scene_type": "other", "duration_group": ">30min", "duration_s": 2281.641555, "attack_pct": 0.3986865883567833, "license": "unknown", "selection_order": 3612, "video": "videos/9003bd972f0cf5df763832870edb7e0f62a3bb0a5458f904b233bac8b3063de8.mp4", "video_id": "9003bd972f0cf5df763832870edb7e0f62a3bb0a5458f904b233bac8b3063de8"}
{"item_id": "StreamingBench_1513", "benchmark": "StreamingBench", "question": "What is the current brake bias setting displayed on the dashboard?", "options": ["+1.00", "-0.30", "+2.00", "-3.00"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Text-Rich Understanding", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 1147.13542, "attack_pct": 0.4693107009164838, "license": "unknown", "selection_order": 3618, "video": "videos/9a86f6879038e511552a1da8d9985f24ade289d8a0d66398ed5ab99d12e05ccc.mp4", "video_id": "9a86f6879038e511552a1da8d9985f24ade289d8a0d66398ed5ab99d12e05ccc"}
{"item_id": "V2P-Bench_1060", "benchmark": "V2P-Bench", "question": "Where did the circled object fly to next?", "options": ["Flying outside the venue.", "Shot into the goal.", "Kicked away by the goalkeeper.", "Got taken away by the puppy."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "2", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 2532.461134, "attack_pct": 0.5513343875048405, "license": "CC-BY-NC-4.0", "selection_order": 3619, "video": "videos/0e21b2c60d8b4f62d390454c473e765a5448260d2bbd880c0be3966660a80945.mp4", "video_id": "0e21b2c60d8b4f62d390454c473e765a5448260d2bbd880c0be3966660a80945"}
{"item_id": "StreamingBench_2515", "benchmark": "StreamingBench", "question": "What color is the vest the man is wearing?", "options": ["Green.", "Orange.", "Red.", "Yellow."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Attribute Perception", "scene_type": "traffic_driving_accidents", "duration_group": "10-30min", "duration_s": 652.852245, "attack_pct": 0.9918920227184717, "license": "unknown", "selection_order": 3625, "video": "videos/cd8176d8436094725b5e7be66a559f73a4c577c04f604d44c6652ce84c0915fe.mp4", "video_id": "cd8176d8436094725b5e7be66a559f73a4c577c04f604d44c6652ce84c0915fe"}
{"item_id": "VSI-Super-Wild_584", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] Here are 4 frames captured at different moments in the video. Each frame is shown from a slightly rotated viewpoint (30-60 degrees). Choose the option listing the frames by capture time, from first to last.", "options": ["Frame 3 → Frame 1 → Frame 2 → Frame 4", "Frame 3 → Frame 2 → Frame 1 → Frame 4", "Frame 2 → Frame 1 → Frame 4 → Frame 3", "Frame 1 → Frame 4 → Frame 2 → Frame 3"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VPO", "scene_type": "traffic_driving_accidents", "duration_group": ">30min", "duration_s": 2430.1277, "attack_pct": 0.7521943978314186, "license": "unknown", "selection_order": 3626, "video": "videos/ef7c9c0d21042378881bc214db5a31e433fb8db2eaf5976bffddf52ed435b99d.mp4", "video_id": "ef7c9c0d21042378881bc214db5a31e433fb8db2eaf5976bffddf52ed435b99d"}
{"item_id": "S-EMBER_6073", "benchmark": "S-EMBER", "question": "What steps did I take to set up the game before starting the race?", "options": ["You selected a car, customized it by choosing upgrades for the body, engine, and AI blast, and then chose the Death Valley track before starting the race.", "You selected the Death Valley track, chose a Lamborghini Aventador, customized its paint color, upgraded the body and engine, and took a quick photo before starting the race.", "You selected a track, chose a car, applied multiple upgrades including paint, took a photo for your avatar, and waited in a multiplayer lobby for the race to start.", "You selected the Death Valley track, chose a Lamborghini Aventador, applied a paint upgrade, took a quick photo, and skipped waiting for challengers by holding the start button.", "You selected the Death Valley track, chose a Lamborghini Aventador, upgraded its paint and blast features, took a photo with the arcade camera, and waited for challengers to join."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "temporal_ordering_recognition", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.498684974828966, "license": "CC-BY-NC-4.0", "selection_order": 3632, "video": "videos/9e45194cc05aa4a9276d7ff83222c1c51542180801f7c59735eba87f70370b48.mp4", "video_id": "9e45194cc05aa4a9276d7ff83222c1c51542180801f7c59735eba87f70370b48"}
{"item_id": "Video-MME_2192", "benchmark": "Video-MME", "question": "Why does Weiwei go to the tower of enemy at the time of 15:00?", "options": ["He does not want to play this game.", "He chases the enemy to the tower.", "He does not want the enemy to get more gold.", "He pretends to surrender."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Action Reasoning", "scene_type": "video_games_software_ui", "duration_group": ">30min", "duration_s": 2137.303971, "attack_pct": 0.9044226797469987, "license": "unknown", "selection_order": 3633, "video": "videos/7b0bc2833db9f728c75960ebaa867f24bf229fea5e22866079b38b9f7d0505f1.mp4", "video_id": "7b0bc2833db9f728c75960ebaa867f24bf229fea5e22866079b38b9f7d0505f1"}
{"item_id": "Video-MME-v2_1700", "benchmark": "Video-MME-v2", "question": "During which vehicle's test run did the commentator observe the car's loss of control and exclaim, \"What kind of ice dancing is this?\"", "options": ["Red futuristic concept car.", "Blue shark monster truck.", "Red Jeep 6x6.", "Blue Mustang with flame graphics.", "Red pipe frame off-road vehicle.", "Cardboard Lamborghini.", "Purple Chevrolet Camaro.", "Yellow banana car."], "answer": "F", "answer_idx": 5, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "ai_generated_synthetic", "duration_group": "10-30min", "duration_s": 1233.81551, "attack_pct": 0.8397202142764941, "license": "MIT", "selection_order": 3639, "video": "videos/5d90c7a66dd9f41a1fd7cdcb9dc68d7be20c90f67407e71e3f4280f19acf90dd.mp4", "video_id": "5d90c7a66dd9f41a1fd7cdcb9dc68d7be20c90f67407e71e3f4280f19acf90dd"}
{"item_id": "Video-MME_1965", "benchmark": "Video-MME", "question": "What is true about the theory of the formation of the earth that NASA believes in?", "options": ["It can explain the time span of the earth formation.", "It cannot explain the formation of gas giants.", "It can explain the creation of giant worlds.", "Solar wind takes part in it."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Attribute Perception", "scene_type": "ai_generated_synthetic", "duration_group": ">30min", "duration_s": 3102.162721, "attack_pct": 0.9430101974958048, "license": "unknown", "selection_order": 3640, "video": "videos/5b17c105c76b0512cb2ff806fee1c2001ddfe1314ea83323a3e9d9ef3eda1126.mp4", "video_id": "5b17c105c76b0512cb2ff806fee1c2001ddfe1314ea83323a3e9d9ef3eda1126"}
{"item_id": "Video-MME-v2_1116", "benchmark": "Video-MME-v2", "question": "When the woman uses a long pole with a toy to tease the dogs in the pool, what is the sequence of the toy's movement path?", "options": ["It first moves clockwise, then counter-clockwise, then clockwise again, and finally rotates in circles in the air.", "It always maintains a counter-clockwise circular motion until it is bitten by the dog.", "It first moves clockwise, then counter-clockwise, then clockwise again, and is finally bitten by the dog.", "It first moves counter-clockwise, then clockwise, then counter-clockwise again, and is finally bitten by the dog.", "It first moves counter-clockwise, then clockwise, then is lifted vertically out of the water without being bitten.", "The toy moves in a \"figure-eight\" trajectory in the air and finally falls vertically to be bitten by the dog.", "It first moves counter-clockwise, then clockwise, then counter-clockwise again, and finally sinks to the bottom of the pool.", "It first moves counter-clockwise for two circles, then stops suddenly and waits for the dog to swim close before being bitten."], "answer": "C", "answer_idx": 2, "n_options": 8, "chance": 0.125, "capability": "temporal", "task_class": "_none", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 1138.985215, "attack_pct": 0.9018329676003616, "license": "MIT", "selection_order": 3646, "video": "videos/27585d9379168480606e0920cea5ddfc86c82c4347b71b57ce814bb47a675d09.mp4", "video_id": "27585d9379168480606e0920cea5ddfc86c82c4347b71b57ce814bb47a675d09"}
{"item_id": "HLV-1K_196", "benchmark": "HLV-1K", "question": "Between 1331.0 seconds and 1392.0 seconds, how does the man's movement change?", "options": ["The man remains in the same position throughout.", "The man moves from crouching to sitting on the floor and then to a living room setting.", "The man moves from sitting on the floor to crouching and then to a living room setting.", "The man moves from a living room setting to crouching and then to sitting on the floor."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "speed", "scene_type": "animals_wildlife", "duration_group": ">30min", "duration_s": 2668.228209, "attack_pct": 0.945737059506906, "license": "MIT", "selection_order": 3647, "video": "videos/ce43a3d2c333273d25c9ac8ce27f0761e3515f6c7f26e3f9d2da810bdddc617b.mp4", "video_id": "ce43a3d2c333273d25c9ac8ce27f0761e3515f6c7f26e3f9d2da810bdddc617b"}
{"item_id": "StreamingBench_2323", "benchmark": "StreamingBench", "question": "Which of the following options best summarizes the actions taking place just now?", "options": ["The individual was spreading sauce on a pizza base and putting toppings on it.", "The individual was applying flour to a pizza board and preparing the workstation for making pizza.", "The individual was washing kitchen utensils and cleaning the floor.", "The individual was grating cheese and chopping vegetables for a salad."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Clips Summarize", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 865.872109, "attack_pct": 0.9973860849361044, "license": "unknown", "selection_order": 3653, "video": "videos/78f5fba027845311eb0b706e3b22fbf067da7834de21617fa00cb6dfbef7dbe6.mp4", "video_id": "78f5fba027845311eb0b706e3b22fbf067da7834de21617fa00cb6dfbef7dbe6"}
{"item_id": "VideoOdyssey_208", "benchmark": "VideoOdyssey", "question": "What color was the nail polish of the woman who was eating the Beef Wellington?", "options": ["White", "Black", "Green", "Orange"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "V/Attribute Recognition", "scene_type": "cooking_food", "duration_group": ">30min", "duration_s": 5537.355465, "attack_pct": 0.4354992255066477, "license": "CC-BY-NC-SA-4.0", "selection_order": 3654, "video": "videos/b99f9c01af0e0b7c8525a6d9c0cb6e5dde2412ebb7f8be3a63729d5b8e4907bc.mp4", "video_id": "b99f9c01af0e0b7c8525a6d9c0cb6e5dde2412ebb7f8be3a63729d5b8e4907bc"}
{"item_id": "TimeScope_210", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["quince, kiwi, apple", "honeydew, fig, watermelon", "quince, lemon, tangerine", "tangerine, honeydew, quince", "watermelon, fig, tangerine", "fig, fig, watermelon"], "answer": "E", "answer_idx": 4, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 1200.0, "attack_pct": 0.8108945398218665, "license": "unknown", "selection_order": 3660, "video": "videos/f9339946247d5a2bbb7d15c70908bc0879ddfc55a4135058ae4cd72ab4dc661f.mp4", "video_id": "f9339946247d5a2bbb7d15c70908bc0879ddfc55a4135058ae4cd72ab4dc661f"}
{"item_id": "ScaleLong_764", "benchmark": "ScaleLong", "question": "How many scenes were changed in the video?", "options": ["8", "9", "6", "7"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "Video Story", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 3791.254133, "attack_pct": 0.624757970827417, "license": "unknown", "selection_order": 3661, "video": "videos/7c0cee86516a2ccdce57382d610cfc121d3ced3ecc1158ddd0010fcc3ec40762.mp4", "video_id": "7c0cee86516a2ccdce57382d610cfc121d3ced3ecc1158ddd0010fcc3ec40762"}
{"item_id": "S-EMBER_7366", "benchmark": "S-EMBER", "question": "How many times did the camera cut to the woman laying on the yellow couch with her head on the armrest?", "options": ["Four.", "Five.", "Six.", "Three.", "Two."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.4863253517490641, "license": "CC-BY-NC-4.0", "selection_order": 3667, "video": "videos/004ecdcb79ffaef33a4f4483800e25430eb413fbae7d5ee5685b7ff9e2342c3f.mp4", "video_id": "004ecdcb79ffaef33a4f4483800e25430eb413fbae7d5ee5685b7ff9e2342c3f"}
{"item_id": "V2P-Bench_1116", "benchmark": "V2P-Bench", "question": "There are multiple signs placed on the table in the video. In which order is the circled one placed on the table?", "options": ["1.", "2.", "3.", "4."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "17", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 1839.438367, "attack_pct": 0.5083984122886278, "license": "CC-BY-NC-4.0", "selection_order": 3668, "video": "videos/35cd2b46ea18c0331e5bc2f727bea8aa83c8ae1c85e4ab923d257be90aabecec.mp4", "video_id": "35cd2b46ea18c0331e5bc2f727bea8aa83c8ae1c85e4ab923d257be90aabecec"}
{"item_id": "StreamingBench_2470", "benchmark": "StreamingBench", "question": "What is the person maneuvering at the start of the video?", "options": ["A cart.", "A trolley.", "A box.", "A crate."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Object Perception", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 619.051767, "attack_pct": 0.9117238931199174, "license": "unknown", "selection_order": 3674, "video": "videos/200f5db39ac079224a58d7ae710eb85f0f90eb5191d2ea3ee244a7210b66fff4.mp4", "video_id": "200f5db39ac079224a58d7ae710eb85f0f90eb5191d2ea3ee244a7210b66fff4"}
{"item_id": "HourVideo_1137", "benchmark": "HourVideo", "question": "Which took more time, the camera wearer's interaction with various kitchen tasks including adjusting induction stove settings or their time spent on the laptop?", "options": ["Working on the laptop took insignificant duration compared to kitchen tasks.", "Kitchen tasks were much quicker than laptop work.", "Both activities took the same amount of time", "Various kitchen tasks, including adjusting induction stove settings, took longer.", "Time spent on the laptop took longer"], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "reasoning/temporal/duration", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 4226.854362, "attack_pct": 0.1644507551310184, "license": "Apache-2.0", "selection_order": 3675, "video": "videos/ff48191989e1b86e4bb6c7543f4dea65dc19013bdf8f287c71539b9a0672addf.mp4", "video_id": "ff48191989e1b86e4bb6c7543f4dea65dc19013bdf8f287c71539b9a0672addf"}
{"item_id": "Video-MME-v2_1571", "benchmark": "Video-MME-v2", "question": "Assuming the cleaner goes to another place to mop the floor and asks a stranger around to help them with the mop, and the stranger does so, may I ask how the stranger's emotions change?", "options": ["From indifference to slight impatience.", "From curiosity to friendliness.", "From calm to slightly awkward.", "From indifference to a slight sense of achievement.", "From distraction to focused cooperation.", "From hesitation to willingness.", "From alertness to relaxation.", "From enthusiasm to shock."], "answer": "H", "answer_idx": 7, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 1043.295782, "attack_pct": 0.3067155027752678, "license": "MIT", "selection_order": 3681, "video": "videos/53b7ce2770697c2b5bb75fe7ab7f6be834794cd6d5483a630f1b2027ac58d243.mp4", "video_id": "53b7ce2770697c2b5bb75fe7ab7f6be834794cd6d5483a630f1b2027ac58d243"}
{"item_id": "HLV-1K_1315", "benchmark": "HLV-1K", "question": "What happens after the scene with the whimsical map featuring the Statue of Liberty and a notable coin?", "options": ["The scene transitions to a vibrant poster with 'Teen Spirit' written in bold yellow font.", "The scene showcases a dandelion field backdrop with camping and resort-themed postage stamps.", "The scene captures a busy archaeological site with a large stepped pyramid and numerous people.", "The scene depicts a bustling food establishment with a woman in a floral top and a man at a food counter."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal-relationship", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 2540.495238, "attack_pct": 0.3511197883051504, "license": "MIT", "selection_order": 3682, "video": "videos/93b4a1d0e5a777e4aac9df9c2e8639b9d4ce1f909afb670033cbb57589fec427.mp4", "video_id": "93b4a1d0e5a777e4aac9df9c2e8639b9d4ce1f909afb670033cbb57589fec427"}
{"item_id": "Video-MME-v2_2819", "benchmark": "Video-MME-v2", "question": "Which of the following best describes the stage scene changes throughout the entire video?", "options": ["Purple background lighting → Gray-white background lighting → Brown background lighting → No background lighting.", "Purple background lighting → Brown background lighting → Gray-white background lighting → No background lighting → Purple background lighting.", "Brown background lighting → No background lighting → Purple background lighting → Gray-white background lighting → Purple background lighting.", "No background lighting → Brown background lighting → Purple background lighting → Gray-white background lighting → No background lighting.", "Brown background lighting → No background lighting → Purple background lighting → Gray-white background lighting.", "Brown background lighting → Purple background lighting → Gray-white background lighting → No background lighting → Gray-white background lighting.", "Gray-white background lighting → Purple background lighting → Brown background lighting → No background lighting.", "Brown background lighting → Gray-white background lighting → Purple background lighting → No background lighting."], "answer": "E", "answer_idx": 4, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "music_dance_performance", "duration_group": "10-30min", "duration_s": 729.919274, "attack_pct": 0.92166322447399, "license": "MIT", "selection_order": 3688, "video": "videos/6d047e43be88ea2195f7ffd30f9bb384540debf56b3eacf751c2c5d866c9daf6.mp4", "video_id": "6d047e43be88ea2195f7ffd30f9bb384540debf56b3eacf751c2c5d866c9daf6"}
{"item_id": "V2P-Bench_1106", "benchmark": "V2P-Bench", "question": "What are the people selected by the detection box doing?", "options": ["Perform.", "Protecting performers.", "Have a meal.", "Act as a referee."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "4", "scene_type": "music_dance_performance", "duration_group": ">30min", "duration_s": 3323.866848, "attack_pct": 0.6007406092681038, "license": "CC-BY-NC-4.0", "selection_order": 3689, "video": "videos/245b200b58a4dd073329bbe25b1d81e975de3a5c35ed85568123dbdcb31a5149.mp4", "video_id": "245b200b58a4dd073329bbe25b1d81e975de3a5c35ed85568123dbdcb31a5149"}
{"item_id": "Video-MME_1703", "benchmark": "Video-MME", "question": "After telling the story about the railroad, where does the main character in the video reach?", "options": ["Los Angeles.", "New York City.", "Chicago.", "Ohio."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Object Recognition", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 776.544943, "attack_pct": 0.891159481089454, "license": "unknown", "selection_order": 3695, "video": "videos/0b64358efcc1c3a3e1134ce476e1e77d79953ffcbee7938da95d071223a0c707.mp4", "video_id": "0b64358efcc1c3a3e1134ce476e1e77d79953ffcbee7938da95d071223a0c707"}
{"item_id": "VideoOdyssey_1671", "benchmark": "VideoOdyssey", "question": "From the start of the video until the news summary featuring Prince Harry and King Charles appears, what can be continuously heard in the background music?", "options": ["A fast-paced drumbeat", "Deep bassline", "Repeating piano notes", "News broadcast sample mix"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "AV/Acoustic Event Recognition", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 4204.181769, "attack_pct": 0.4461969149348134, "license": "CC-BY-NC-SA-4.0", "selection_order": 3696, "video": "videos/928545fbe7885ec5ca58b99b30086ca034270c730554908a14a5533b0373b493.mp4", "video_id": "928545fbe7885ec5ca58b99b30086ca034270c730554908a14a5533b0373b493"}
{"item_id": "Video-MME_1335", "benchmark": "Video-MME", "question": "How many consecutive hits did player #39 in the video have in his first start?", "options": ["2.", "3.", "4.", "5."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Counting Problem", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 660.747029, "attack_pct": 0.8874967729443656, "license": "unknown", "selection_order": 3702, "video": "videos/cb9a9a7ad227e8a7a73763a52c015f6f48cf0e107e89c1fde96ed437b7b5ecba.mp4", "video_id": "cb9a9a7ad227e8a7a73763a52c015f6f48cf0e107e89c1fde96ed437b7b5ecba"}
{"item_id": "VSI-Super-Wild_2936", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] At the indicated moment in this clip, which direction is the camera/person moving? (forward = the direction the camera is facing)", "options": ["left", "backward", "forward", "right"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VMR", "scene_type": "other", "duration_group": ">30min", "duration_s": 3047.473967, "attack_pct": 0.475264618562024, "license": "unknown", "selection_order": 3703, "video": "videos/724b80c9034dd70c150d64dfde6d44c34e279155b27bcbaeb48a7a21ea928199.mp4", "video_id": "724b80c9034dd70c150d64dfde6d44c34e279155b27bcbaeb48a7a21ea928199"}
{"item_id": "Video-MME-v2_964", "benchmark": "Video-MME-v2", "question": "Which of the following statements most accurately describes the overall trend in car brand sales observed across the entire timeline?", "options": ["The rankings showed slight changes, with the top five brands established at the beginning of the video largely maintaining their dominant positions throughout the process.", "The most significant changes in the rankings occur entirely within the initial years, while the top rankings in the second half remain relatively stable.", "The rankings are highly dynamic, and a brand that was not initially on the list broke into the top three.", "The rankings show a cyclical pattern where brands that rose in the first half tend to decline in the second half, and vice versa.", "A single brand is the undisputed leader from beginning to end, with no other brand ever challenging its top position.", "The main trend is a continuous decline in sales for all established American and Japanese brands, while only European brands are growing.", "All major brands shown exhibit a consistent and uniform growth rate, resulting in a ranking system that remains stable and predictable over time.", "The relative gaps between all brands remain proportional, indicating that each company's sales capability grew by approximately the same percentage."], "answer": "C", "answer_idx": 2, "n_options": 8, "chance": 0.125, "capability": "long_video", "task_class": "_none", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 606.389116, "attack_pct": 0.9930456951077836, "license": "MIT", "selection_order": 3709, "video": "videos/e63b21dcd553861e6d0471fd7c61389fc59aa7372745c3ae9bdc4aa2f75da6c0.mp4", "video_id": "e63b21dcd553861e6d0471fd7c61389fc59aa7372745c3ae9bdc4aa2f75da6c0"}
{"item_id": "LongVideoBench_659", "benchmark": "LongVideoBench", "question": "Under a gray sky, a bullet-riddled airplane is flying with red and white stripes on its tail wings. There is a red pattern dot on the back of the fuselage, and the rest of the plane is silver. When the subtitle 'the aircraft falling away after being' appears, what is the shape of the red pattern on the tail of the fuselage?", "options": ["A star", "A square", "A triangle", "A pattern composed of a rectangle and a star", "A rectangle"], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "T2A", "scene_type": "ai_generated_synthetic", "duration_group": "10-30min", "duration_s": 1204.458333, "attack_pct": 0.8969843165096166, "license": "CC-BY-NC-SA-4.0", "selection_order": 3716, "video": "videos/eece0729f1134ed5f0af5019f4c966d000f1807691b6ba4003e5e5900d8578b3.mp4", "video_id": "eece0729f1134ed5f0af5019f4c966d000f1807691b6ba4003e5e5900d8578b3"}
{"item_id": "VSI-Super-Wild_2843", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] At the indicated moment in this clip, which direction is the camera/person moving? (forward = the direction the camera is facing)", "options": ["left", "backward", "right", "forward"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VMR", "scene_type": "traffic_driving_accidents", "duration_group": ">30min", "duration_s": 2430.1277, "attack_pct": 0.8223021814896089, "license": "unknown", "selection_order": 3717, "video": "videos/ef7c9c0d21042378881bc214db5a31e433fb8db2eaf5976bffddf52ed435b99d.mp4", "video_id": "ef7c9c0d21042378881bc214db5a31e433fb8db2eaf5976bffddf52ed435b99d"}
{"item_id": "Video-MME-v2_588", "benchmark": "Video-MME-v2", "question": "In the third scene of the video, how many birds fly into the frame from above?", "options": ["1.", "3.", "8.", "2.", "7.", "4.", "6.", "5."], "answer": "D", "answer_idx": 3, "n_options": 8, "chance": 0.125, "capability": "temporal", "task_class": "_none", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 685.98712, "attack_pct": 0.9942074351361816, "license": "MIT", "selection_order": 3723, "video": "videos/10e588e13fce4ecb43ab4ef070a9f70da458a05732f3d81ea53ba71b4f27adef.mp4", "video_id": "10e588e13fce4ecb43ab4ef070a9f70da458a05732f3d81ea53ba71b4f27adef"}
{"item_id": "HLV-1K_8729", "benchmark": "HLV-1K", "question": "What happens after the man with a microphone addresses the audience about 'Turma da Mônica (Mauricio de Sousa Produções)'?", "options": ["The scene shifts to a modern building with reflective windows and parked cars.", "The man continues to address the audience under lighting setups.", "The scene transitions to a colorful playroom filled with vibrant decorations.", "The man starts playing a video game on stage."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal-relationship", "scene_type": "video_games_software_ui", "duration_group": ">30min", "duration_s": 4967.003719, "attack_pct": 0.6712275719633406, "license": "MIT", "selection_order": 3724, "video": "videos/13e562a1ca027f56380a199e3f032239143b5702cc79f1832f6a808d87186f1b.mp4", "video_id": "13e562a1ca027f56380a199e3f032239143b5702cc79f1832f6a808d87186f1b"}
{"item_id": "Video-MME-v2_1869", "benchmark": "Video-MME-v2", "question": "According to the video, how did the color of the fried octopus change compared to its original, unprocessed state?", "options": ["According to the video, the color of the fried octopus changed from its original translucent grayish-white to a golden.", "Changed from light pink to golden yellow.", "Changed from pale gray to dark brown.", "Changed from off-white to golden brown.", "Changed from dark purple to light brown.", "Changed from grayish-black to golden brown.", "Changed from grayish-white to tan.", "Changed from grayish-purple to burnt yellow."], "answer": "G", "answer_idx": 6, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 907.157188, "attack_pct": 0.7025461468955725, "license": "MIT", "selection_order": 3730, "video": "videos/d0565021661fa9578844c5eea02bab6fea1a8d98172a7c6bbf442b1f0d5dab4d.mp4", "video_id": "d0565021661fa9578844c5eea02bab6fea1a8d98172a7c6bbf442b1f0d5dab4d"}
{"item_id": "HLV-1K_8812", "benchmark": "HLV-1K", "question": "What was the speed of the spacecraft at T+00:02:22 during the EchoStar 105/SES-11 mission?", "options": ["6344 km/h.", "6461 km/h.", "8295 km/h.", "8256 km/h."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "speed", "scene_type": "ai_generated_synthetic", "duration_group": ">30min", "duration_s": 3075.645533, "attack_pct": 0.7396814896088808, "license": "MIT", "selection_order": 3731, "video": "videos/fe0350f610d0b899930f2ba0f9548544ea14b8eb2dfad336e4b496fb04c9dc63.mp4", "video_id": "fe0350f610d0b899930f2ba0f9548544ea14b8eb2dfad336e4b496fb04c9dc63"}
{"item_id": "Video-MME_1586", "benchmark": "Video-MME", "question": "According to the video, which of the following statements is true?", "options": ["The woman is wearing a white dress.", "The woman only makes jewelry for humans.", "The woman has demonstrated how to make a ring.", "None of the other three statements is true."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Object Reasoning", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 856.351927, "attack_pct": 0.8976862011101071, "license": "unknown", "selection_order": 3737, "video": "videos/799e6181394090d5584a28b6a204cd721f83215b506a5c1e82ba0f05f1fe5b2b.mp4", "video_id": "799e6181394090d5584a28b6a204cd721f83215b506a5c1e82ba0f05f1fe5b2b"}
{"item_id": "HLV-1K_4094", "benchmark": "HLV-1K", "question": "In which direction is the bird prominently displayed relative to the chain-link fence from 1820.0 to 1885.0 seconds?", "options": ["Behind the fence.", "In front of the fence.", "To the left of the fence.", "To the right of the fence."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object-direction", "scene_type": "animals_wildlife", "duration_group": ">30min", "duration_s": 2121.584036, "attack_pct": 0.9555795791919452, "license": "MIT", "selection_order": 3738, "video": "videos/ea889a421bb51f2483e8b12bd7709392eac03fbf6769e12eb813babf6909b228.mp4", "video_id": "ea889a421bb51f2483e8b12bd7709392eac03fbf6769e12eb813babf6909b228"}
{"item_id": "Video-MME_1212", "benchmark": "Video-MME", "question": "Based on the video, the man who leaves with the female protagonist is actually?", "options": ["A pilot.", "A millionaire.", "An actor.", "A bum."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Object Reasoning", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 668.618594, "attack_pct": 0.609574674067381, "license": "unknown", "selection_order": 3744, "video": "videos/a39f873ac979ad91e42ffb1f0e245a3e84cb68e6dfba27acd0f76e1a73b75c91.mp4", "video_id": "a39f873ac979ad91e42ffb1f0e245a3e84cb68e6dfba27acd0f76e1a73b75c91"}
{"item_id": "HLV-1K_7375", "benchmark": "HLV-1K", "question": "What happens after the scene transitions to an urban storefront advertising 'Delicious Rose Ice Cream' and 'Jamshidian Lemon-Juice'?", "options": ["A wet urban street scene features cars including a white sedan, a yellow taxi, and a dark-colored van moving past a historical-looking fortress wall.", "A man in a black jacket with a backpack stands against a richly patterned and vividly colored wall.", "A close-up scene depicts a food item being interacted with, and a larger view of a richly sauced piece of food on a decorative plate.", "A communal meal setting with multiple individuals engaged, vibrant curtains, and various traditional Iranian dishes displayed on a checkered tablecloth."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal-relationship", "scene_type": "cooking_food", "duration_group": ">30min", "duration_s": 2551.129977, "attack_pct": 0.6904930941009423, "license": "MIT", "selection_order": 3745, "video": "videos/f09eca2e3c6fc2a776f91ed77964cdeb8dcde49c2a6fb270c3b66427f93f51ed.mp4", "video_id": "f09eca2e3c6fc2a776f91ed77964cdeb8dcde49c2a6fb270c3b66427f93f51ed"}
{"item_id": "Video-MME-v2_2886", "benchmark": "Video-MME-v2", "question": "Which statement about room passageways is correct?", "options": ["To go from the kitchen to the bathroom requires passing through 2 doors.", "To go from the bedroom to the balcony requires passing the kitchen island.", "To go from the foyer to the kitchen requires passing through 1 door.", "To go from the kitchen to the bathroom requires passing the office desk.", "To go from the bedroom to the balcony does not require passing through a door.", "To go from the foyer to the kitchen requires passing through the living room.", "To go from the bedroom to the balcony requires passing through 1 door.", "To go from the office desk to the bedroom does not require passing through a door."], "answer": "D", "answer_idx": 3, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1060.617868, "attack_pct": 0.310442752033045, "license": "MIT", "selection_order": 3751, "video": "videos/a5f7722e1abc57e9eec8abcf0d8150e404b936d8000b9392cf3a6a251e782351.mp4", "video_id": "a5f7722e1abc57e9eec8abcf0d8150e404b936d8000b9392cf3a6a251e782351"}
{"item_id": "TimeScope_2557", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["ugli, date, elderberry", "quince, lemon, ugli", "strawberry, orange, quince", "date, orange, cherry", "orange, honeydew, date", "watermelon, cherry, watermelon"], "answer": "D", "answer_idx": 3, "n_options": 6, "chance": 0.166667, "capability": "grounding", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 7200.0, "attack_pct": 0.7589954175809991, "license": "unknown", "selection_order": 3752, "video": "videos/eec4d791b6bd7a7dd43e55a3a7618168cdc62345809f69f7876d22d9a46ad368.mp4", "video_id": "eec4d791b6bd7a7dd43e55a3a7618168cdc62345809f69f7876d22d9a46ad368"}
{"item_id": "S-EMBER_6066", "benchmark": "S-EMBER", "question": "What was on the phone screen the last time I saw it?", "options": ["A blue circle with a play button inside it.", "A notes application that is showing a grocery list.", "A blue circular loading icon with some text inside.", "An ongoing video call with a person on screen.", "A timer showing exactly ten minutes and four seconds."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "visual_detail_recall", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 600.166667, "attack_pct": 0.6917193752420292, "license": "CC-BY-NC-4.0", "selection_order": 3758, "video": "videos/76f0533f58d383ef2774bdf488f1ea04cf87715a54e5c79d23392fed8af8af41.mp4", "video_id": "76f0533f58d383ef2774bdf488f1ea04cf87715a54e5c79d23392fed8af8af41"}
{"item_id": "Video-MME_1801", "benchmark": "Video-MME", "question": "According to the video, which of the folllowing persons or institudes believes that the first motorized flight was invented by Whitehead?", "options": ["The author.", "Orville Wright.", "The Smithsonian Air and Space Museum.", "John Brown."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Object Reasoning", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 3169.05941, "attack_pct": 0.3141780689299083, "license": "unknown", "selection_order": 3759, "video": "videos/46de9dcfd3964fe6a47327f94b43583f2aefe7ffeeb914b4e2ee02dedc2fff47.mp4", "video_id": "46de9dcfd3964fe6a47327f94b43583f2aefe7ffeeb914b4e2ee02dedc2fff47"}
{"item_id": "TimeScope_2277", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words.\\n\\nQuestion: What is the girl in red clothes doing in her room?", "options": ["doing homework", "playing video games", "making the bed", "reading books", "doing yoga", "watching TV"], "answer": "C", "answer_idx": 2, "n_options": 6, "chance": 0.166667, "capability": "long_video", "task_class": "_none", "scene_type": "music_dance_performance", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.8798325158125726, "license": "unknown", "selection_order": 3765, "video": "videos/d309dea279ecc38aed4c9067753ab580496de90d8d4500ad77a0c7094016b041.mp4", "video_id": "d309dea279ecc38aed4c9067753ab580496de90d8d4500ad77a0c7094016b041"}
{"item_id": "3088", "benchmark": "LVBench", "question": "After coming downstairs from the B1 floor of the mall, which booth do the vloggers stop in front of first?", "options": ["Fried Rice Cake", "North Korean dagao", "Thailand milk tea", "Fried yogurt"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "event understanding", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 2331.283447, "attack_pct": 0.7208596876210146, "license": "CC-BY-NC-SA-4.0", "selection_order": 3766, "video": "videos/7cad5d4874237b3e3b41f428a79f12ec30aaec548f108b21308588f14e8ff8f7.mp4", "video_id": "7cad5d4874237b3e3b41f428a79f12ec30aaec548f108b21308588f14e8ff8f7"}
{"item_id": "ScaleLong_199", "benchmark": "ScaleLong", "question": "From 00:42 to 00:45, what color is the fourth person from left to right in the video frame wearing?", "options": ["Blue", "Yellow", "Orange", "Pink"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Clip", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 3425.488733, "attack_pct": 0.6324383632373822, "license": "unknown", "selection_order": 3773, "video": "videos/e4595edb662461b04aba109861ced7ce3fb0460d8c448609eb15b1b1451458ae.mp4", "video_id": "e4595edb662461b04aba109861ced7ce3fb0460d8c448609eb15b1b1451458ae"}
{"item_id": "Video-MME-v2_1024", "benchmark": "Video-MME-v2", "question": "In the dance segment accompanied by the lyrics \"I like my boys playin' hard to get,\" is there a cyclical movement? If so, which of the following options describes the sequence of this movement most accurately and in detail?", "options": ["Raise both arms to form a roof-like shape above the head, the sequence of stepping out with feet to the sides is synchronized with the arm raising, then thrust the hips and hands to the same side, alternating to the other side twice; then lower the hands to the chest and jump to the back left, then swing the hands backward while thrusting the hips to the same side, alternating to the other side once.", "Step to one side with the body, touch the other foot behind in a cross while slightly leaning the body towards the stepping direction; the arm on the same side as the step is tucked in front of the abdomen, while the other arm makes a waving gesture outward.", "Wide stance with feet, hands joined in front of the chest, squat until thighs are nearly parallel to the ground, then stand up completely to return to the initial stance, repeating the whole process.", "Touch the other foot behind in a cross, then step to one side with the body while slightly leaning, the arm on the same side as the step is tucked in front of the abdomen, the other arm makes a waving gesture outward, and then repeat the combination on the other side.", "Clasp hands above the head while opening the legs, then bend the arms backward, leaning the body to one side while bending the knees and thrusting the hips to the same side, then repeat on the other side; subsequently, the dancer lowers the hands and dances to the same side, swinging arms and hips to the side, also alternating left and right once.", "This dance segment has no obvious, repeating loop of movement combinations; the dancer mainly performs casual, unfixed improvised steps and body sways, lacking a recognizable fixed pattern.", "Raise both arms to form a roof shape, then immediately lower hands to the chest and jump to the back left, followed by backward arm swings and hip thrusts, and finally perform the side-to-side body swings under the roof posture.", "The dancer first lowers the hands and dances to one side, swinging arms and hips to the side while alternating left and right, then raises the hands above the head with legs open, performing backward arm bends and hip thrusts."], "answer": "B", "answer_idx": 1, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 771.708639, "attack_pct": 0.5378775655092294, "license": "MIT", "selection_order": 3779, "video": "videos/c183a4c9ad063121077d93a56bfbf95da052bde3be394211fe05bd74821108f5.mp4", "video_id": "c183a4c9ad063121077d93a56bfbf95da052bde3be394211fe05bd74821108f5"}
{"item_id": "Video-MME_2432", "benchmark": "Video-MME", "question": "The result of which performance remains unknown based on this video?", "options": ["The first and the sixth.", "The second and the sixth.", "The first and the last.", "The second and the last."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Action Reasoning", "scene_type": "music_dance_performance", "duration_group": ">30min", "duration_s": 2754.72254, "attack_pct": 0.5648638182522266, "license": "unknown", "selection_order": 3780, "video": "videos/e06f28430001ba82e320f52ad180e2267d8e24aa5fb8b19dd1c237b90922d2e2.mp4", "video_id": "e06f28430001ba82e320f52ad180e2267d8e24aa5fb8b19dd1c237b90922d2e2"}
{"item_id": "S-EMBER_2947", "benchmark": "S-EMBER", "question": "How long did I stay on the screen with green text on a black background that required me to enter information?", "options": ["You stayed on the screen with green text for 25 seconds while entering the routing information.", "You stayed on the screen that required you to enter information for approximately 50 seconds.", "You stayed on the screen with green text for a total duration of exactly 36 seconds.", "You stayed on the screen for approximately 10 seconds the first time, and 30 seconds the second time.", "You stayed on the screen that required you to enter information for a continuous 53 seconds."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.5114721827804312, "license": "CC-BY-NC-4.0", "selection_order": 3786, "video": "videos/0921e69b3b6d387f58bcd20e6179ed5ba7534f981aaf5683b8b753e111533b6e.mp4", "video_id": "0921e69b3b6d387f58bcd20e6179ed5ba7534f981aaf5683b8b753e111533b6e"}
{"item_id": "HLV-1K_9652", "benchmark": "HLV-1K", "question": "What is the person holding in their hands at 2101.0 seconds into the video?", "options": ["A book.", "A handheld gaming device.", "A smartphone.", "A remote control."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "spatial-relationship", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3815.711927, "attack_pct": 0.2987366077191171, "license": "MIT", "selection_order": 3787, "video": "videos/e19f77fc62c90f0abaf83f38efe3066002c4fb42131ec1cdd8f00e638afff21f.mp4", "video_id": "e19f77fc62c90f0abaf83f38efe3066002c4fb42131ec1cdd8f00e638afff21f"}
{"item_id": "VSI-Super-Wild_3393", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] At the indicated moment in this clip, which direction is the camera/person moving? (forward = the direction the camera is facing)", "options": ["backward-left", "forward-right", "backward-right", "forward-left"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VMR", "scene_type": "other", "duration_group": ">30min", "duration_s": 2013.675656, "attack_pct": 0.4805811927197624, "license": "unknown", "selection_order": 3794, "video": "videos/6e7bff4f88672f2037194972559cfd7e32edfb2507180e82f3f685af6d655442.mp4", "video_id": "6e7bff4f88672f2037194972559cfd7e32edfb2507180e82f3f685af6d655442"}
{"item_id": "S-EMBER_6539", "benchmark": "S-EMBER", "question": "What did I throw in the trash while I was cleaning the chicken?", "options": ["You threw the chicken packaging and some excess fat trimmings into the trash.", "You threw the packaging labels and the meat absorbent pads into the trash.", "You threw a paper towel and a piece of plastic packaging into the trash.", "You threw the chicken's internal organs and some loose bones into the trash.", "You threw the chicken's plastic wrap and the Styrofoam tray into the trash."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "visual_detail_recall", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.2616819413966696, "license": "CC-BY-NC-4.0", "selection_order": 3800, "video": "videos/d2b393f7bdab01a0e6dd6f033b2c9c6af2fa42015e35f55621551bcd9ab0fb96.mp4", "video_id": "d2b393f7bdab01a0e6dd6f033b2c9c6af2fa42015e35f55621551bcd9ab0fb96"}
{"item_id": "Video-MME_2330", "benchmark": "Video-MME", "question": "What can be read from the scoreboard before halftime in the fourth set?", "options": ["Nebraska leaves one point behind.", "Oregon gets 24 points.", "Nebraska has a team logo of a red capital letter N.", "Oregon has a match point."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Object Reasoning", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 2237.40517, "attack_pct": 0.5632018846004905, "license": "unknown", "selection_order": 3801, "video": "videos/2db342f9575d5fe19d2c44f91bc89b903cc536f450092a650180295c614ed1f7.mp4", "video_id": "2db342f9575d5fe19d2c44f91bc89b903cc536f450092a650180295c614ed1f7"}
{"item_id": "Video-MME-v2_2519", "benchmark": "Video-MME-v2", "question": "What are the last three laptops shown in the video?", "options": ["MacBook Air, HP OmniBook Ultra 14, Lenovo IdeaPad Pro 5 16.", "Acer Predator Helios Neo14, MacBook Pro M4, Legion Pro7i.", "Asus Zephyrus G14, Lenovo IdeaPad Pro 5 16, Lenovo Legion Pro 7i.", "Asus Zephyrus G14, Asus Zenbook S 14, Lenovo Legion Pro 7i.", "Asus Zephyrus G14, Asus Zephyrus G16, HP OmniBook Ultra 14.", "Asus Zephyrus G14, Asus Zephyrus G16, MacBook Air.", "Asus Zephyrus G14, Asus Zephyrus G16, Lenovo Legion Pro 7i.", "Asus ROG G14, Asus ROG G16, Lenovo Legion 7 Pro."], "answer": "B", "answer_idx": 1, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 883.482993, "attack_pct": 0.353314186136569, "license": "MIT", "selection_order": 3807, "video": "videos/baa5175f6bf29030d279428ee7115c1c3900e6f6eeb517abeb46a450ae65b6c8.mp4", "video_id": "baa5175f6bf29030d279428ee7115c1c3900e6f6eeb517abeb46a450ae65b6c8"}
{"item_id": "VSI-Super-Wild_3379", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] At the indicated moment in this clip, which direction is the camera/person moving? (forward = the direction the camera is facing)", "options": ["left", "backward", "right", "forward"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VMR", "scene_type": "traffic_driving_accidents", "duration_group": ">30min", "duration_s": 2913.929711, "attack_pct": 0.826852329934168, "license": "unknown", "selection_order": 3808, "video": "videos/f5bc3519c7acd4f78b3162c12263d1995cd545a833bbd2dea00d48f7087d4df1.mp4", "video_id": "f5bc3519c7acd4f78b3162c12263d1995cd545a833bbd2dea00d48f7087d4df1"}
{"item_id": "Video-MME_2689", "benchmark": "Video-MME", "question": "Who gets advantage before 10:00 according to the video?", "options": ["Kingen of team DK.", "Zeus of team T1.", "Lucid of team DK.", "Keria of team T1."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Action Reasoning", "scene_type": "video_games_software_ui", "duration_group": ">30min", "duration_s": 2555.402449, "attack_pct": 0.9098441332128566, "license": "unknown", "selection_order": 3815, "video": "videos/62c87832d0586e6f430686b29e9aae068dd56bc037252dc925fef63d7d2bf991.mp4", "video_id": "62c87832d0586e6f430686b29e9aae068dd56bc037252dc925fef63d7d2bf991"}
{"item_id": "OVO-S-Bench_1415", "benchmark": "OVO-S-Bench", "question": "(Question asked at 48.9 s into the video; 'current' refers to that moment.) I am currently facing north. In which direction is the light on the wall in front of me relative to the car?", "options": ["northwest", "southeast", "west", "east"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "4.1", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1677.366667, "attack_pct": 0.6935023234800568, "license": "unknown", "selection_order": 3821, "video": "videos/1d4ee4e30711334ef72b9c8c1456dc1b1f028aad69507557b6008b0db100b9e2.mp4", "video_id": "1d4ee4e30711334ef72b9c8c1456dc1b1f028aad69507557b6008b0db100b9e2"}
{"item_id": "Video-MME_2166", "benchmark": "Video-MME", "question": "At the beginning of the video, what do the red-marked countries on the world map represent?", "options": ["The population of these countries is declining.", "The population of these countries is growing.", "These countries are experiencing famine.", "These countries are experiencing war."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Object Reasoning", "scene_type": "ai_generated_synthetic", "duration_group": ">30min", "duration_s": 2700.016327, "attack_pct": 0.9637601652252484, "license": "unknown", "selection_order": 3822, "video": "videos/372cbfd6b8de36ef39e74a10e990e9a747dbcbfc109a88ccd9ec5ae6330178f8.mp4", "video_id": "372cbfd6b8de36ef39e74a10e990e9a747dbcbfc109a88ccd9ec5ae6330178f8"}
{"item_id": "Video-MME-v2_1618", "benchmark": "Video-MME-v2", "question": "What was the sequence of events during the fourth failed attempt?", "options": ["Alternating challenges with the host at each level → Challenger fails at level 3 → Blue-clad young man challenges.", "Challenger attempts full challenge → Blue-clad young man challenges → Fails at level 5 → Host attempts full challenge and fails at level 4.", "Alternate challenges between the host and the young man in blue at each level → Challenger fails at level 4.", "Challenger attempts full challenge → Blue-clad young man challenges → Host attempts full challenge and fails at level 4.", "Challenger attempts full challenge → Host attempts full challenge and fails at level 4 → Blue-clad young man challenges.", "Alternate challenges between the host and the young man in blue at each level → Challenger fails at level 3.", "Alternating challenges with the host at each level → Challenger fails at level 4 → Blue-clad young man challenges.", "Alternating challenges with the host at each level → Challenger fails at level 6 → Blue-clad young man challenges."], "answer": "H", "answer_idx": 7, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 1198.497959, "attack_pct": 0.3258842132438363, "license": "MIT", "selection_order": 3828, "video": "videos/a19d7fa7960628e298e2c155a20069d6d085e220b1ff611969d869a9c44dcf6a.mp4", "video_id": "a19d7fa7960628e298e2c155a20069d6d085e220b1ff611969d869a9c44dcf6a"}
{"item_id": "HLV-1K_5803", "benchmark": "HLV-1K", "question": "In the video event from 1.0 to 1949.0 seconds, what is the camera movement when the scene transitions to a lush, tropical backdrop featuring underwater life and forest greenery?", "options": ["The camera moves closer to the person holding a parrot and another bird.", "The camera zooms out to show the entire tropical backdrop.", "The camera pans to the left to reveal more of the tropical setting.", "The camera remains stationary while the scene changes."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "camera-direction", "scene_type": "animals_wildlife", "duration_group": ">30min", "duration_s": 1851.257324, "attack_pct": 0.9629856718729832, "license": "MIT", "selection_order": 3829, "video": "videos/d542121e5d1bc01ae3b449b1a6017ae20432cdc49ecbfa78fc31d5257366d21a.mp4", "video_id": "d542121e5d1bc01ae3b449b1a6017ae20432cdc49ecbfa78fc31d5257366d21a"}
{"item_id": "Video-MME-v2_2266", "benchmark": "Video-MME-v2", "question": "What was the unusual occurrence in the cube magic trick?", "options": ["The magician closed his eyes and, within seconds, used one hand to match a small Rubik's Cube to the state of a larger one scrambled by the audience, before solving it.", "While blindfolded, the magician used one hand to match a large Rubik's Cube to a spectator's smaller one within seconds, then proceeded to solve it.", "The magician and a spectator each took a Rubik's Cube and solved them blindfolded; when they revealed them at the end, the color patterns matched perfectly.", "The magician held out a completely scrambled Rubik's Cube; he gave it a gentle puff of air, and it instantly returned to its solved state.", "The magician took out a completely scrambled Rubik's Cube, tossed it into the air, and it instantly returned to its solved state.", "The magician smashed a solid Rubik's Cube, and it instantly exploded into dozens of chocolate beans.", "The magician dropped the Rubik's Cube into a paper bag, and when he poured it out, it had turned into an apple.", "The magician placed a scrambled Rubik's Cube into a paper bag; just a few seconds later, he pulled it out completely solved."], "answer": "B", "answer_idx": 1, "n_options": 8, "chance": 0.125, "capability": "spatial", "task_class": "_none", "scene_type": "music_dance_performance", "duration_group": "10-30min", "duration_s": 600.050068, "attack_pct": 0.9391377307344778, "license": "MIT", "selection_order": 3835, "video": "videos/a190988faee1f2e0eac1ad93cb29e9c9bd85054867552cab54d9d9b8709d003b.mp4", "video_id": "a190988faee1f2e0eac1ad93cb29e9c9bd85054867552cab54d9d9b8709d003b"}
{"item_id": "1188", "benchmark": "LVBench", "question": "What text appears at 88:07?", "options": ["Tokyo", "Sendai", "Fukushima", "Fukuoka"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "key information retrieval", "scene_type": "cooking_food", "duration_group": ">30min", "duration_s": 6054.092336, "attack_pct": 0.6249838647218278, "license": "CC-BY-NC-SA-4.0", "selection_order": 3836, "video": "videos/ae8d10bec7e5c803f5239e756aa5d116201a20f602b61ace88b4f90c89ecfd31.mp4", "video_id": "ae8d10bec7e5c803f5239e756aa5d116201a20f602b61ace88b4f90c89ecfd31"}
{"item_id": "VideoMathQA_1359", "benchmark": "VideoMathQA", "question": "The Inflation Reduction Act is expected to shift some global manufacturing away from China, especially in sectors like wind energy.\nBased on the projections, by what percentage does China’s lead over the Rest of the World (excluding the U.S.) in wind manufacturing change between 2023 and 2030?\nChoose the most appropriate option.", "options": ["Increases by 5%", "Decreases by 15%"], "answer": "A", "answer_idx": 0, "n_options": 2, "chance": 0.5, "capability": "knowledge", "task_class": "Chart", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 1660.289977, "attack_pct": 0.7064912224086743, "license": "Apache-2.0", "selection_order": 3842, "video": "videos/5929a44309cb37ce6263808662897cd534425e33fbbaf40062693af0488e7dc4.mp4", "video_id": "5929a44309cb37ce6263808662897cd534425e33fbbaf40062693af0488e7dc4"}
{"item_id": "V2P-Bench_1122", "benchmark": "V2P-Bench", "question": "Among all the people speaking on the podium in the video, in which order does the person in the detection frame go on stage?", "options": ["1.", "2.", "3.", "4."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "4", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 2667.067211, "attack_pct": 0.8344036401187557, "license": "CC-BY-NC-4.0", "selection_order": 3843, "video": "videos/463509cb7b31fa23dfa14a6634daedd14b1327c0acb6042f3ccc6d55b0c4c14b.mp4", "video_id": "463509cb7b31fa23dfa14a6634daedd14b1327c0acb6042f3ccc6d55b0c4c14b"}
{"item_id": "S-EMBER_2640", "benchmark": "S-EMBER", "question": "What did I do with my phone after my second set of exercises?", "options": ["You picked it up and unplugged it from the charger.", "You moved it to your blue bag near the window.", "You pointed it out the window to record the scenery.", "You set it down on the nearby workout bench.", "You placed it on the mat near your belongings."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "sequential_action", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.5253404543694333, "license": "CC-BY-NC-4.0", "selection_order": 3849, "video": "videos/a95b4124a313fd45452eb474baca02a115e9759414098f90131ee4d6d47ba85c.mp4", "video_id": "a95b4124a313fd45452eb474baca02a115e9759414098f90131ee4d6d47ba85c"}
{"item_id": "VideoEval-Pro_1111", "benchmark": "VideoEval-Pro", "question": "In this video, how many times does the scene of the 'shredding paper' action appear in total?", "options": ["6", "0", "3", "5", "2", "4"], "answer": "D", "answer_idx": 3, "n_options": 6, "chance": 0.166667, "capability": "temporal", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 6620.687354, "attack_pct": 0.5490915838389053, "license": "unknown", "selection_order": 3850, "video": "videos/c417f1352f8a90f80c77dfcd3be87683e82de1503fbafefdf489bc860c3a25d3.mp4", "video_id": "c417f1352f8a90f80c77dfcd3be87683e82de1503fbafefdf489bc860c3a25d3"}
{"item_id": "S-EMBER_5514", "benchmark": "S-EMBER", "question": "In the game what was the name of the character I spoke to before walking into the Nook's Cranny store for the first time?", "options": ["Cherry", "Octavian", "Tom Nook", "Timmy", "Orla"], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "visual_detail_recall", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.5819188072802375, "license": "CC-BY-NC-4.0", "selection_order": 3856, "video": "videos/835603f78dcf643bc1b97b30f2f977b0e8101dd8a34e6a7f042a51776e00b7bf.mp4", "video_id": "835603f78dcf643bc1b97b30f2f977b0e8101dd8a34e6a7f042a51776e00b7bf"}
{"item_id": "OVO-S-Bench_1091", "benchmark": "OVO-S-Bench", "question": "(Question asked at 490.6 s into the video; 'current' refers to that moment.) What is the color of the shirt worn by the man in a mask who passes by on the protagonist's left while sitting down?", "options": ["Blue", "Yellow", "Green", "Black"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "2.2.2", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 3093.233333, "attack_pct": 0.6522524848328385, "license": "unknown", "selection_order": 3857, "video": "videos/30bef9128e38c83e69b9cf6cdbce76ed7b373d3c0a0053c7faccee25d11c14ba.mp4", "video_id": "30bef9128e38c83e69b9cf6cdbce76ed7b373d3c0a0053c7faccee25d11c14ba"}
{"item_id": "Video-MME-v2_2639", "benchmark": "Video-MME-v2", "question": "On the Indonesian map, what direction do players move when entering Borobudur?", "options": ["Walk around the outer wall of the temple and enter through a side door.", "Fly in from above the temple.", "Dive into the temple underwater.", "Climb the temple steps to enter.", "Enter the temple by boat.", "Swim into the temple.", "Run in through the main entrance.", "Enter the temple on foot."], "answer": "E", "answer_idx": 4, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "ai_generated_synthetic", "duration_group": "10-30min", "duration_s": 954.572336, "attack_pct": 0.9039950948754356, "license": "MIT", "selection_order": 3863, "video": "videos/e941f663008a7c736575be1bd02ac77a34e972643194c21acc042b6d537b95f4.mp4", "video_id": "e941f663008a7c736575be1bd02ac77a34e972643194c21acc042b6d537b95f4"}
{"item_id": "Video-MME_2607", "benchmark": "Video-MME", "question": "Which challenges do they not complete during the trip?", "options": ["Find the crocodile.", "Eat ice cream until see a red light.", "Mini golf.", "Tip the waiter."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Action Recognition", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 3506.422132, "attack_pct": 0.5883567832709435, "license": "unknown", "selection_order": 3864, "video": "videos/04bcde856def3a1739a57b03a89c1d6cb3b0da5f669640396ec039260cec1365.mp4", "video_id": "04bcde856def3a1739a57b03a89c1d6cb3b0da5f669640396ec039260cec1365"}
{"item_id": "StreamingBench_2290", "benchmark": "StreamingBench", "question": "Which option best summarizes what was just shown?", "options": ["A person was preparing and serving hamburgers to a line of customers at a busy street corner.", "A mobile food truck opened its serving window near a shopping area in the morning.", "A vendor inside a food truck was grilling burgers on a barbecue and handing them to customers.", "A food truck got stuck in traffic and had to be manually pushed to the side of the road by several people."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Clips Summarize", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 790.058957, "attack_pct": 0.8874967729443656, "license": "unknown", "selection_order": 3870, "video": "videos/ef04dd7eabd683a9944056ab6e27f42eaef86787e6a4449ec833bd6a8e200e46.mp4", "video_id": "ef04dd7eabd683a9944056ab6e27f42eaef86787e6a4449ec833bd6a8e200e46"}
{"item_id": "2303", "benchmark": "LVBench", "question": "What color is the stage lighting when a solo dancer appears on the stage?", "options": ["Blue", "Red", "Pink", "Green"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "entity recognition", "scene_type": "music_dance_performance", "duration_group": ">30min", "duration_s": 5379.088254, "attack_pct": 0.5150219439783141, "license": "CC-BY-NC-SA-4.0", "selection_order": 3871, "video": "videos/6f3438046f284e14273d5a138c176e0dd5ec5a2dc8b4a7be2da890bd5e9089f9.mp4", "video_id": "6f3438046f284e14273d5a138c176e0dd5ec5a2dc8b4a7be2da890bd5e9089f9"}
{"item_id": "VideoKR_1597", "benchmark": "VideoKR", "question": "From the plotted curve on the right, which value best matches the indicated failure location’s predicted cycles?", "options": ["1.2×10^5 cycles", "9.0×10^7 cycles", "5.0×10^6 cycles", "1.0×10^3 cycles"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 676.8, "attack_pct": 0.7007309281012004, "license": "Apache-2.0", "selection_order": 3877, "video": "videos/311fa084a047176b99f4656aa7c97bffd56ca1c1d4d8a542ccd15ed228bfc9d7.mp4", "video_id": "311fa084a047176b99f4656aa7c97bffd56ca1c1d4d8a542ccd15ed228bfc9d7"}
{"item_id": "1592", "benchmark": "LVBench", "question": "What is Andy's top speed while testing the sports car?", "options": ["304.47MPH", "307.47MPH", "307.44 MPH", "304.77 MPH"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "key information retrieval", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2944.940408, "attack_pct": 0.2653688524590163, "license": "CC-BY-NC-SA-4.0", "selection_order": 3878, "video": "videos/42d544f7165989ca43948d43ba17b6ae62c2a266abf959c7211f73656283a356.mp4", "video_id": "42d544f7165989ca43948d43ba17b6ae62c2a266abf959c7211f73656283a356"}
{"item_id": "VideoEval-Pro_266", "benchmark": "VideoEval-Pro", "question": "What did the big snake turn into after being defeated in the video?", "options": ["Dust", "Stone", "Mud", "Clean water", "Plant", "Sewage"], "answer": "F", "answer_idx": 5, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 604.24, "attack_pct": 0.5675100038724668, "license": "unknown", "selection_order": 3884, "video": "videos/1d246f6caff0bfd4c2fbb6d1602bfc00dc1731b1f3379f64172ef3f7076a795a.mp4", "video_id": "1d246f6caff0bfd4c2fbb6d1602bfc00dc1731b1f3379f64172ef3f7076a795a"}
{"item_id": "VSI-Super-Wild_752", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] Here are 4 frames captured at different moments in the video. Each frame is shown from a slightly rotated viewpoint (30-60 degrees). Choose the option listing the frames by capture time, from first to last.", "options": ["Frame 2 → Frame 4 → Frame 1 → Frame 3", "Frame 2 → Frame 1 → Frame 4 → Frame 3", "Frame 1 → Frame 3 → Frame 4 → Frame 2", "Frame 2 → Frame 4 → Frame 3 → Frame 1"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VPO", "scene_type": "other", "duration_group": ">30min", "duration_s": 3047.473967, "attack_pct": 0.5093907318962179, "license": "unknown", "selection_order": 3885, "video": "videos/724b80c9034dd70c150d64dfde6d44c34e279155b27bcbaeb48a7a21ea928199.mp4", "video_id": "724b80c9034dd70c150d64dfde6d44c34e279155b27bcbaeb48a7a21ea928199"}
{"item_id": "VideoEval-Pro_940", "benchmark": "VideoEval-Pro", "question": "Is the staff wiping the table tennis table with their left hand or right hand?", "options": ["No staff wiping the table", "Left hand", "Right hand", "Both used"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "_none", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 4792.8, "attack_pct": 0.9707951465083258, "license": "unknown", "selection_order": 3892, "video": "videos/6100c9ac69a555496b0e059041ca384263bbb695859451443c5f1fec8cb06bf4.mp4", "video_id": "6100c9ac69a555496b0e059041ca384263bbb695859451443c5f1fec8cb06bf4"}
{"item_id": "Video-MME-v2_1706", "benchmark": "Video-MME-v2", "question": "After the team entered the living room, a member shouted 'Get on the ground!'. What is the second enemy from the right doing at the moment of shouting these words?", "options": ["Already raising both hands, preparing to surrender.", "Leaning backward, falling onto a giant beanbag chair.", "Picking up a sofa cushion and throwing it at the attacking team members.", "Attempting to pick up a weapon from the sofa to fight back.", "Already lying prone on the ground with hands clasped behind their head.", "Holding a briefcase, preparing to defend.", "Turning around, preparing to run toward the stairs at the rear of the house.", "Climbing over the back of the sofa, preparing to escape from the other side."], "answer": "F", "answer_idx": 5, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 675.58458, "attack_pct": 0.3657464179682457, "license": "MIT", "selection_order": 3898, "video": "videos/56353e1f38761f5725143dea121e973a4e95957384d34d2acf44492d38e49567.mp4", "video_id": "56353e1f38761f5725143dea121e973a4e95957384d34d2acf44492d38e49567"}
{"item_id": "VSI-Super-Wild_2851", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] At the indicated moment in this clip, which direction is the camera/person moving? (forward = the direction the camera is facing)", "options": ["right", "left", "backward", "forward"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VMR", "scene_type": "traffic_driving_accidents", "duration_group": ">30min", "duration_s": 2430.1277, "attack_pct": 0.8510149089970311, "license": "unknown", "selection_order": 3899, "video": "videos/3f7e3a64c7677a1363dcbb80bf294a2853ca420eabc52c7d6a7b5ce7b59c7271.mp4", "video_id": "3f7e3a64c7677a1363dcbb80bf294a2853ca420eabc52c7d6a7b5ce7b59c7271"}
{"item_id": "TimeScope_1255", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words.\\n\\nQuestion: How meny times does a man swing an axe to cut a wooden log?", "options": ["once", "two times", "three times", "four times", "five times", "six times"], "answer": "D", "answer_idx": 3, "n_options": 6, "chance": 0.166667, "capability": "temporal", "task_class": "_none", "scene_type": "music_dance_performance", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.6516635471795533, "license": "unknown", "selection_order": 3905, "video": "videos/47ff06abfeb81706dc07cda48738c567ab27945733f3d9c33ed8da660fbd3d12.mp4", "video_id": "47ff06abfeb81706dc07cda48738c567ab27945733f3d9c33ed8da660fbd3d12"}
{"item_id": "HLV-1K_8628", "benchmark": "HLV-1K", "question": "What is the main activity of the girl in the indoor setting from 1661.0 to 1722.0 seconds?", "options": ["Standing in front of a coffee table.", "Sitting on a couch.", "Playing a game.", "Cooking in the kitchen."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "character-understanding", "scene_type": "video_games_software_ui", "duration_group": ">30min", "duration_s": 5211.324082, "attack_pct": 0.7128323867303472, "license": "MIT", "selection_order": 3906, "video": "videos/2a700c23faa645cfb87fe42349efb13a103bc17db83db00ee0b16f7e8472fd8f.mp4", "video_id": "2a700c23faa645cfb87fe42349efb13a103bc17db83db00ee0b16f7e8472fd8f"}
{"item_id": "LongVideoBench_625", "benchmark": "LongVideoBench", "question": "In the video, there are two men in suits standing together, both lightly resting their crossed hands in front of them. The man on the left is wearing a black suit with a brown tie and black-framed glasses. The man on the right has some grey in his hair and is wearing a maroon tie. Behind them is a blue wall with some blue rectangular logos and two flags in front of the wall. When the camera is focused solely on the man with greyish hair on the right, with a blue flag behind him, what kind of change does this man undergo?", "options": ["The man sits down", "The man's tie changes to purple", "The man turns his head to look to the side", "The man has an extra pin on his chest", "The man raises his hands"], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "SAA", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 1327.893233, "attack_pct": 0.8241900090357558, "license": "CC-BY-NC-SA-4.0", "selection_order": 3912, "video": "videos/9173b7bee144f2636d380299fd4e810ec811f3679691feceeeabcf9870105716.mp4", "video_id": "9173b7bee144f2636d380299fd4e810ec811f3679691feceeeabcf9870105716"}
{"item_id": "Video-MME_1257", "benchmark": "Video-MME", "question": "Which of the following views is expressed by the interviewee in the green shirt with a white beard in the video?", "options": ["He gradually forgot about the Parkinson's tremors after playing table tennis.", "Playing table tennis has a scientifically proven therapeutic effect on Parkinson's.", "There is no scientific basis for the therapeutic effect of table tennis on Parkinson's.", "He can't do anything without dopamine."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Attribute Perception", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 745.964263, "attack_pct": 0.9115141345036788, "license": "unknown", "selection_order": 3919, "video": "videos/5b8940f145c7ec256bd175bcfc817362cab23d85fb4240a2325f3aa238233632.mp4", "video_id": "5b8940f145c7ec256bd175bcfc817362cab23d85fb4240a2325f3aa238233632"}
{"item_id": "HLV-1K_2132", "benchmark": "HLV-1K", "question": "Why is the dog wearing a diaper-like garment in the video from 235.0 to 4045.0 seconds?", "options": ["To enhance the caregiving atmosphere.", "To make the dog look cute.", "To match the color of the dog bed.", "To keep the dog warm."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "causal", "scene_type": "animals_wildlife", "duration_group": ">30min", "duration_s": 4086.201179, "attack_pct": 0.978306118497483, "license": "MIT", "selection_order": 3920, "video": "videos/6b87b437d5f73e2150b552034f4119ea430638fbd82ca017575ad5fe588017f5.mp4", "video_id": "6b87b437d5f73e2150b552034f4119ea430638fbd82ca017575ad5fe588017f5"}
{"item_id": "S-EMBER_3454", "benchmark": "S-EMBER", "question": "How many times has the video switched to the full field shot?", "options": ["Five times.", "Nine times.", "Two times.", "Four times.", "One time."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 600.5, "attack_pct": 0.6024670840325287, "license": "CC-BY-NC-4.0", "selection_order": 3926, "video": "videos/1b127105d86eaec878e43ddd40a17d2378df2b66605971eea0cb5b3e3aa69777.mp4", "video_id": "1b127105d86eaec878e43ddd40a17d2378df2b66605971eea0cb5b3e3aa69777"}
{"item_id": "ScaleLong_1711", "benchmark": "ScaleLong", "question": "What did the woman use to pound the meat?", "options": ["A stone pestle", "A wooden mallet", "An iron rod", "A plastic hammer"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Video Shot", "scene_type": "cooking_food", "duration_group": ">30min", "duration_s": 5579.88, "attack_pct": 0.7462566154640506, "license": "unknown", "selection_order": 3927, "video": "videos/e60cbead443f487c46c0d4a107b2a2df0806077a08e7e32fe93892e259ff41db.mp4", "video_id": "e60cbead443f487c46c0d4a107b2a2df0806077a08e7e32fe93892e259ff41db"}
{"item_id": "LongVideoBench_455", "benchmark": "LongVideoBench", "question": "Which of the following sequences of events is correct?", "options": ["First, a soldier wearing a green-yellow hat appears and is giving ammo to the caravan. Then, a section of a gun appears with a hand holding a handgun and shooting at the section. Finally, a soldier wearing a steel helmet appears and is shooting towards the right side of the screen with his right hand holding the gun.", "First, a soldier wearing a green-yellow hat appears and is giving ammo to the caravan. Then, a soldier wearing a steel helmet appears and is shooting towards the right side of the screen with his right hand holding the gun. Finally, a section of a gun appears with a hand holding a handgun and shooting at the section.", "First, a section of a gun appears with a hand holding a handgun and shooting at the section. Then, a soldier wearing a steel helmet appears and is shooting towards the right side of the screen with his right hand holding the gun. Finally, a soldier wearing a green-yellow hat appears and is giving ammo to the caravan.", "First, a soldier wearing a steel helmet appears and is shooting towards the right side of the screen with his right hand holding the gun. Then, a soldier wearing a green-yellow hat appears and is giving ammo to the caravan. Finally, a section of a gun appears with a hand holding a handgun and shooting at the section.", "First, a soldier wearing a steel helmet appears and is shooting towards the right side of the screen with his right hand holding the gun. Then, a section of a gun appears with a hand holding a handgun and shooting at the section. Finally, a soldier wearing a green-yellow hat appears and is giving ammo to the caravan."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "SSS", "scene_type": "ai_generated_synthetic", "duration_group": "10-30min", "duration_s": 1623.208333, "attack_pct": 0.5454127404156448, "license": "CC-BY-NC-SA-4.0", "selection_order": 3933, "video": "videos/a7219e7b836eed6f02a08542bcc01c694bd1a3e814288fcf9ad8d878be0ec0db.mp4", "video_id": "a7219e7b836eed6f02a08542bcc01c694bd1a3e814288fcf9ad8d878be0ec0db"}
{"item_id": "Video-MME_2029", "benchmark": "Video-MME", "question": "In what sequence are the following topics introduced in this video?\n(a) Different types of grills.\n(b) Venting.\n(c) Lighting considerations.\n(d) Cooking options.\n(e) Outdoor kitchen configurations.", "options": ["(b)(c)(a)(d)(d).", "(d)(a)(c)(b)(e).", "(a)(c)(b)(d)(e).", "(c)(b)(a)(d)(a)."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Temporal Reasoning", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 2488.807619, "attack_pct": 0.7880550535691235, "license": "unknown", "selection_order": 3934, "video": "videos/3634d5d7019fc7fd8cfea91fcd1a424fef3d2fe0e483168343b008526105670e.mp4", "video_id": "3634d5d7019fc7fd8cfea91fcd1a424fef3d2fe0e483168343b008526105670e"}
{"item_id": "Video-MME-v2_1172", "benchmark": "Video-MME-v2", "question": "What do they say when the man in the white shirt smashes a potato with a silver Diamond Play Button and then points to the smashed potato with his palm facing up?", "options": ["Official check-in time.", "Wait, that's my Diamond Play Button!", "Super fast mashing!", "Sorry, Diamond Play Button.", "Oh, this is amazing!", "I like this.", "Hi Bob.", "Look at that, it's so good."], "answer": "H", "answer_idx": 7, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 846.901406, "attack_pct": 0.7061765844843165, "license": "MIT", "selection_order": 3940, "video": "videos/ef0366d32195bda8bfe93894dd309332ed03a9f72eaade1269beb032a83afd8f.mp4", "video_id": "ef0366d32195bda8bfe93894dd309332ed03a9f72eaade1269beb032a83afd8f"}
{"item_id": "new_Literature_9:Adaptation", "benchmark": "VideoMMMU", "question": "<image 1>Which poetic technique does the following sentence use?", "options": ["Alliteration", "Assonance", "Caesura", "Enjambment", "Sibilance", "Metaphor", "Simile", "Personification", "Internal Rhyme", "Repetition"], "answer": "C", "answer_idx": 2, "n_options": 10, "chance": 0.1, "capability": "knowledge", "task_class": "Adaptation", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 664.966667, "attack_pct": 0.661530269781851, "license": "unknown", "selection_order": 3947, "video": "videos/ad6903ef967ada3ad4142a2038095d802919c328f98e28cb74a9d1932696daa7.mp4", "video_id": "ad6903ef967ada3ad4142a2038095d802919c328f98e28cb74a9d1932696daa7"}
{"item_id": "Video-MME_2550", "benchmark": "Video-MME", "question": "Why does the heroine in the video like to wear makeup?", "options": ["Because the heroine's skin is slightly yellow.", "Because the heroine's eyelids are dark.", "Because the heroine has freckles on her face.", "Because the heroine enjoys the artistic aspect of makeup application."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Action Reasoning", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 1969.818413, "attack_pct": 0.7948480056796179, "license": "unknown", "selection_order": 3948, "video": "videos/33aa05ab012e7cdfded83746e1c922da9f23d5abb4e9dc0ec7057626e833e48a.mp4", "video_id": "33aa05ab012e7cdfded83746e1c922da9f23d5abb4e9dc0ec7057626e833e48a"}
{"item_id": "Causal2Needles_707", "benchmark": "Causal2Needles", "question": "What event bolstered the escaped slaves at Spartacus's camp, helping them continue their training and grow into a thriving community?\nWhen the event occurs that causes the escaped slaves at Spartacus's camp to continue their training and grow into a thriving community, what color is the garment worn by the person walking through the field?", "options": ["Green", "Off-white/cream", "Dark brown/umber", "Light brown/tan"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "2-description/symon", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 702.380408, "attack_pct": 0.9113366464437846, "license": "CC-BY-NC-SA-4.0", "selection_order": 3954, "video": "videos/8cd9bdca5de57a0e773302edc87aaccbfc460435c5e2e4f4afa8abacf4dccc11.mp4", "video_id": "8cd9bdca5de57a0e773302edc87aaccbfc460435c5e2e4f4afa8abacf4dccc11"}
{"item_id": "HLV-1K_5057", "benchmark": "HLV-1K", "question": "Between 854.0 seconds and 1058.0 seconds, who appears more frequently in the video, the man or the woman?", "options": ["The man.", "The woman.", "Both appear equally.", "Neither appears."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "speed", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 4608.487619, "attack_pct": 0.3892474506260488, "license": "MIT", "selection_order": 3955, "video": "videos/9a2c2d641110fed2765beb6797dc8b137b901b88ed1ab34f0cd438f1294ef5d8.mp4", "video_id": "9a2c2d641110fed2765beb6797dc8b137b901b88ed1ab34f0cd438f1294ef5d8"}
{"item_id": "StreamingBench_2317", "benchmark": "StreamingBench", "question": "Which of the following summaries best describes the recent actions carried out in the footage?", "options": ["The individual browsed through the cereal aisle, examined various boxes, and placed one in their cart.", "The individual navigated through the chocolate syrup section, compared brands, and added a specific syrup to their basket.", "The individual walked through the tea aisle, checked prices, and picked up a box of herbal tea.", "The individual strolled through the cereal aisle, checked prices, and appeared to be restocking shelves."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Clips Summarize", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 687.705397, "attack_pct": 0.9290773847941138, "license": "unknown", "selection_order": 3961, "video": "videos/aa015e07d9ae3a80267a6d2b7af82562fe8724e4725c902e3f1f168990eeb83d.mp4", "video_id": "aa015e07d9ae3a80267a6d2b7af82562fe8724e4725c902e3f1f168990eeb83d"}
{"item_id": "ScaleLong_330", "benchmark": "ScaleLong", "question": "Which of the following statements about the video content is accurate?", "options": ["The woman in the video is not wearing glasses.", "The woman in the video never stops to rest.", "The woman in the video drinks water three times.", "The woman in the video answers a phone call once."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "Video Story", "scene_type": "music_dance_performance", "duration_group": ">30min", "duration_s": 3770.1, "attack_pct": 0.7259423002452562, "license": "unknown", "selection_order": 3962, "video": "videos/11b4ec9f0ab8ed92664918ac5492b09a456e10e6124f086c58d37b9458e42026.mp4", "video_id": "11b4ec9f0ab8ed92664918ac5492b09a456e10e6124f086c58d37b9458e42026"}
{"item_id": "Video-MME-v2_1984", "benchmark": "Video-MME-v2", "question": "When asked, \"Which club lives most in the past?\", how do the two fans respond?", "options": ["Both avoid answering directly and instead try to guess a neutral third club, showing an interaction pattern that sidesteps direct confrontation.", "Both immediately agree that the public would choose Liverpool.", "Both are surprised and jointly agree that the public is biased against their clubs, redirecting their criticism toward another club (e.g., Manchester United) as the one truly living in the past.", "Steve tries to defend Liverpool, arguing they are successful now and shouldn't be judged this way, but Joe interrupts him, insisting that celebrating glorious history is a core part of fan culture.", "Joe reacts with anger and frustration, calling the question itself disrespectful to Liverpool, while Steve watches him with clear schadenfreude.", "Steve appears very humble, first admitting that City might also have this issue, giving Joe the opening to extensively mock City's short history.", "Both immediately agree that the public would choose Liverpool. Liverpool fan Steve readily accepts this label, viewing it as a point of pride grounded in historical fact, while Manchester City fan Joe also acknowledges his rival's historical legacy.", "When asked, \"Which club lives most in the past?\", the two fans respond with contrasting choices: the Manchester United fan picks Liverpool, while the Liverpool fan retorts that it is Manchester United."], "answer": "B", "answer_idx": 1, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 787.249342, "attack_pct": 0.4085452433199948, "license": "MIT", "selection_order": 3968, "video": "videos/3fff91c928fafc27fffdadca29a294f83d9cfcdbee05490dd92ec715080719e3.mp4", "video_id": "3fff91c928fafc27fffdadca29a294f83d9cfcdbee05490dd92ec715080719e3"}
{"item_id": "LongVideoBench_667", "benchmark": "LongVideoBench", "question": "In a grassy field, there are many trees in the distance, a house at the back right, a yellow warning tape nearby, and 6 policemen walking forward. What happened when the yellow warning tape appeared?", "options": ["A policeman with white hair bent down in the front right", "A policeman cut the warning tape", "A policeman wearing sunglasses at the back right raised his hand", "A police dog ran out", "A policeman in the back took a photo"], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "O2E", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3024.888533, "attack_pct": 0.8155334322963728, "license": "CC-BY-NC-SA-4.0", "selection_order": 3969, "video": "videos/ff4c8f38b9fed8454798001863a126868d54c089e128d7300599246e80a0c11f.mp4", "video_id": "ff4c8f38b9fed8454798001863a126868d54c089e128d7300599246e80a0c11f"}
{"item_id": "Video-MME-v2_2627", "benchmark": "Video-MME-v2", "question": "Based on the trends shown in the video, what is the most likely order of the top three in 2026?", "options": ["Drake first, Taylor Swift second, Justin Bieber third.", "Ed Sheeran first, Taylor Swift second, Billie Eilish third.", "Taylor Swift first, Drake second, The Weeknd third.", "Bruno Mars first, Billie Eilish second, Justin Bieber third.", "Justin Bieber first, Taylor Swift second, Drake third.", "Billie Eilish first, Bruno Mars second, Taylor Swift third.", "Bad Bunny first, Justin Bieber second, Taylor Swift third.", "Taylor Swift first, The Weeknd second, Bruno Mars third."], "answer": "H", "answer_idx": 7, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "music_dance_performance", "duration_group": "10-30min", "duration_s": 1034.05424, "attack_pct": 0.9757809474635344, "license": "MIT", "selection_order": 3975, "video": "videos/ec461347073d517f97bfea1ef594e4cb40d6a2f4bfac6f689f77f26612d8c448.mp4", "video_id": "ec461347073d517f97bfea1ef594e4cb40d6a2f4bfac6f689f77f26612d8c448"}
{"item_id": "VSI-Super-Wild_22", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] Here are 4 frames captured at different moments in the video. Each frame is shown from a slightly rotated viewpoint (30-60 degrees). Choose the option listing the frames by capture time, from first to last.", "options": ["Frame 3 → Frame 1 → Frame 2 → Frame 4", "Frame 1 → Frame 2 → Frame 3 → Frame 4", "Frame 3 → Frame 1 → Frame 4 → Frame 2", "Frame 4 → Frame 2 → Frame 1 → Frame 3"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VPO", "scene_type": "other", "duration_group": ">30min", "duration_s": 7544.2367, "attack_pct": 0.5301487672647477, "license": "unknown", "selection_order": 3976, "video": "videos/8cdc187d00fcb955615247f196619a613e4c1f1fbf0d507ab91589bf7511a938.mp4", "video_id": "8cdc187d00fcb955615247f196619a613e4c1f1fbf0d507ab91589bf7511a938"}
{"item_id": "Video-MME_1649", "benchmark": "Video-MME", "question": "Priscilla Alexandra Spring mentions the importance of both \"love at first sight\" and longevity when purchasing a Hermès bag. What aspect of the video best showcases the brand's focus on longevity?", "options": ["The use of Salpa, a fabric simulating leather, to create multiple mockups before using real leather.", "The meticulous hand-stitching process demonstrated by Aurélie, the craftswoman.", "The explanation of the extensive training required for artisans to manufacture a Kelly bag.", "The emphasis on the \"noise\" and feel of metal closures, ensuring a satisfying experience."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Object Reasoning", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 607.503673, "attack_pct": 0.9032286691622564, "license": "unknown", "selection_order": 3982, "video": "videos/818e8027a1a3c73b4e8194ef19464931afffdf02ba3ec4e38cc07db8bd70d265.mp4", "video_id": "818e8027a1a3c73b4e8194ef19464931afffdf02ba3ec4e38cc07db8bd70d265"}
{"item_id": "VideoOdyssey_1045", "benchmark": "VideoOdyssey", "question": "Based on the video content, how many miles did the rider cycle in total?", "options": ["15.0", "15.4", "16.0", "16.4"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "V/Counting", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 3868.746304, "attack_pct": 0.3221246934297147, "license": "CC-BY-NC-SA-4.0", "selection_order": 3983, "video": "videos/237d4b374ffc4f9568a848414f0ccaaa2de732f2e010d619052f310a121795de.mp4", "video_id": "237d4b374ffc4f9568a848414f0ccaaa2de732f2e010d619052f310a121795de"}
{"item_id": "Video-MME-v2_929", "benchmark": "Video-MME-v2", "question": "What happened immediately after Kriss Kyle successfully completed all five side-by-side practice jumps?", "options": ["The entire team celebrated the successful practice jumps and then decided to move to a new location.", "He attempted his first jump directly over the moving F1 car but aborted at the last moment due to increased wind speed.", "He successfully completed the final jump over the F1 car at Knockhill Racing Circuit, completing his mission.", "He met David Coulthard for the first time, who expressed confidence in the stunt after the discussion.", "He attempted to jump directly over the moving F1 car but was deflected by the wind speed, leading to failure.", "He and his friend George practiced timing by jumping over a much slower go-kart.", "He reviewed slow-motion footage of the practice jumps with the team to confirm he was ready for the final attempt.", "Due to a timing miscalculation, he aborted the jump early, and the F1 car drove straight past him."], "answer": "H", "answer_idx": 7, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 613.331882, "attack_pct": 0.5418226410223312, "license": "MIT", "selection_order": 3989, "video": "videos/d5b2242859d3526477fd4c38be71bd4b1fc8344d48a29499e57ed9c9693e2e82.mp4", "video_id": "d5b2242859d3526477fd4c38be71bd4b1fc8344d48a29499e57ed9c9693e2e82"}
{"item_id": "VSI-Super-Wild_2847", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] At the indicated moment in this clip, which direction is the camera/person moving? (forward = the direction the camera is facing)", "options": ["forward", "backward", "left", "right"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VMR", "scene_type": "traffic_driving_accidents", "duration_group": ">30min", "duration_s": 2430.127567, "attack_pct": 0.8662385439524978, "license": "unknown", "selection_order": 3990, "video": "videos/62e8e82bafbf3a97ff32ec25d6f329be391f7f0547c7de065ec081c3bc8a14a8.mp4", "video_id": "62e8e82bafbf3a97ff32ec25d6f329be391f7f0547c7de065ec081c3bc8a14a8"}
{"item_id": "S-EMBER_153", "benchmark": "S-EMBER", "question": "What app is right next to the 'Whatsapp' on my phone dashboard?", "options": ["Pinterest", "Pokemon Go", "Instagram", "YouTube", "Facebook"], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "visual_detail_recall", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.6440799664386214, "license": "CC-BY-NC-4.0", "selection_order": 3996, "video": "videos/a7558e1dfbd7b257d37798c9493c8b2cad38e08b17a17cac95835d9448885bcb.mp4", "video_id": "a7558e1dfbd7b257d37798c9493c8b2cad38e08b17a17cac95835d9448885bcb"}
{"item_id": "HLV-1K_10289", "benchmark": "HLV-1K", "question": "What was the man doing before he started interacting with the computer screen displaying a social media interface?", "options": ["He was holding a camera.", "He was demonstrating a yellow electronic device.", "He was holding a black backpack.", "He was interacting with a cat."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal-relationship", "scene_type": "video_games_software_ui", "duration_group": ">30min", "duration_s": 6055.624853, "attack_pct": 0.7473457467406738, "license": "MIT", "selection_order": 3997, "video": "videos/a4cbbcc7a2a8c9c16286008a19ce4e957e71debd90a25abe35923fb14c49e89b.mp4", "video_id": "a4cbbcc7a2a8c9c16286008a19ce4e957e71debd90a25abe35923fb14c49e89b"}
{"item_id": "HLV-1K_4492", "benchmark": "HLV-1K", "question": "What is the setting of the scene at 925.0 seconds into the video?", "options": ["A classroom.", "A festive room.", "A garden.", "A kitchen."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "descriptive-scene", "scene_type": "ai_generated_synthetic", "duration_group": ">30min", "duration_s": 1875.522177, "attack_pct": 0.8407044662449981, "license": "MIT", "selection_order": 4004, "video": "videos/b2b2fbcaa2f8d8864ffbeaf43d299a96664e741cb5a0cbb826dceb1130980b28.mp4", "video_id": "b2b2fbcaa2f8d8864ffbeaf43d299a96664e741cb5a0cbb826dceb1130980b28"}
{"item_id": "S-EMBER_6015", "benchmark": "S-EMBER", "question": "Where did I put the dessert drizzle bottles before cleaning the baking tray?", "options": ["On the kitchen counter directly to the left of the main stove area.", "On the kitchen counter next to the baking tray and the dish drying rack.", "On the top shelf of the upper cabinet to the left of the microwave.", "On the countertop next to the air fryer and a few other kitchen items.", "On the countertop next to the sink, near the blue and white patterned cloth."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "location_trace", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.3408577513876339, "license": "CC-BY-NC-4.0", "selection_order": 4010, "video": "videos/f34d9b57788b944e2752fca12f18f9ab120d281f07ea3f9c8e99db5db049f63f.mp4", "video_id": "f34d9b57788b944e2752fca12f18f9ab120d281f07ea3f9c8e99db5db049f63f"}
{"item_id": "HLV-1K_3010", "benchmark": "HLV-1K", "question": "How does the camera move throughout the video from 2.0 to 4228.0 seconds?", "options": ["The camera remains stationary.", "The camera moves closer to the pets.", "The camera moves away from the pets.", "The camera pans around the room."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "camera-direction", "scene_type": "animals_wildlife", "duration_group": ">30min", "duration_s": 4435.684717, "attack_pct": 0.8607283464566929, "license": "MIT", "selection_order": 4011, "video": "videos/724d76bfadd8c23bb4d6bd652db93bfd120599177bf19a35c63bc7039362d633.mp4", "video_id": "724d76bfadd8c23bb4d6bd652db93bfd120599177bf19a35c63bc7039362d633"}
{"item_id": "LongVideoBench_871", "benchmark": "LongVideoBench", "question": "When the subtitles say 'packages after just cating lunch other,' the number 26 appears in the bottom right corner of the screen, and an image with colorful parts is shown. Beside the image, there are two lines of green text, four lines of yellow text, and two lines of red text. What other items are present on the screen?", "options": ["Sunglasses with earrings", "Airplane", "Sunflower", "Microphone"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "T2O", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 1777.48, "attack_pct": 0.7100651865238157, "license": "CC-BY-NC-SA-4.0", "selection_order": 4017, "video": "videos/259fdad29a8224c4f7701d8db71157ccf53686fd20cb24503008a39ea6e78124.mp4", "video_id": "259fdad29a8224c4f7701d8db71157ccf53686fd20cb24503008a39ea6e78124"}
{"item_id": "V2P-Bench_121", "benchmark": "V2P-Bench", "question": "The person directed by the arrow goes from sea to ___.", "options": ["The land", "The sea", "The seabeach", "The boat"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "1", "scene_type": "cooking_food", "duration_group": ">30min", "duration_s": 5418.379633, "attack_pct": 0.819180005163289, "license": "CC-BY-NC-4.0", "selection_order": 4018, "video": "videos/2491fd87478f2ac297ef1c41533723f4c71e391acc5b4961416acc77a77bf482.mp4", "video_id": "2491fd87478f2ac297ef1c41533723f4c71e391acc5b4961416acc77a77bf482"}
{"item_id": "LongVideo-Reason-eval_633", "benchmark": "LongVideo-Reason-eval", "question": "During which time segment is the man wearing a fish-patterned shirt while both a dragon poster and a green frog figurine are visible in the background, and his expression indicates surprise?", "options": ["0:00:10–0:00:20", "0:04:20–0:04:30", "0:06:50–0:07:00", "0:09:50–0:10:00"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 701.033651, "attack_pct": 0.9290209113205112, "license": "Apache-2.0", "selection_order": 4024, "video": "videos/9f4b1cbf26f0a84c978af0f9110fb606ad6194e6b0ed162515d5c1b65729d9aa.mp4", "video_id": "9f4b1cbf26f0a84c978af0f9110fb606ad6194e6b0ed162515d5c1b65729d9aa"}
{"item_id": "VideoOdyssey_1131", "benchmark": "VideoOdyssey", "question": "Based on the video content from 00:06:30 to 00:06:40, how many students are seated in the seating area to the left of the podium?", "options": ["8", "10", "12", "14"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "V/Counting", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 4740.400181, "attack_pct": 0.573141215954563, "license": "CC-BY-NC-SA-4.0", "selection_order": 4025, "video": "videos/aec58645ba60c9d1f938c6bc929034f165974121f1982941eaf55d09ce6dbe26.mp4", "video_id": "aec58645ba60c9d1f938c6bc929034f165974121f1982941eaf55d09ce6dbe26"}
{"item_id": "Video-MME-v2_2051", "benchmark": "Video-MME-v2", "question": "What is the order of the man's work in a day as shown in the video?", "options": ["First took the child to school, then cleaned up the trash in the yard, and finally drove to work.", "First got up and made breakfast, then took the child to school, then cleaned up the trash in the yard, and finally drove to work.", "First took the child to school, then cleaned up the trash in the yard, and finally collected food.", "First got up and made breakfast, then cleaned up the trash in the yard, and finally collected vegetables from the small garden.", "First got up and made breakfast, then cleaned up the trash in the yard, then collected vegetables from the small garden, and finally drove to work.", "First got up and made breakfast, then fed the animals, then built a stone bench on the lawn, and finally drove to work.", "First fed the animals, then collected food, and finally built a stone bench on the lawn.", "First fed the animals, then collected food, then built a stone bench on the lawn, and finally drove to work."], "answer": "G", "answer_idx": 6, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1095.58712, "attack_pct": 0.3831725183942171, "license": "MIT", "selection_order": 4031, "video": "videos/60ec21a4f17a4205aba0170f2403ded7705554cb65f2cad5421aaa0f7f8e04a0.mp4", "video_id": "60ec21a4f17a4205aba0170f2403ded7705554cb65f2cad5421aaa0f7f8e04a0"}
{"item_id": "ALLVB_23938", "benchmark": "ALLVB", "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, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Action Recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 5868.544, "attack_pct": 0.0787885633148315, "license": "CC-BY-NC-SA-4.0", "selection_order": 4032, "video": "videos/95e83085a7e3d762f4a5134c532a27343db04e7a5acda8f0cf01c947c78e4d36.mp4", "video_id": "95e83085a7e3d762f4a5134c532a27343db04e7a5acda8f0cf01c947c78e4d36"}
{"item_id": "Video-MME-v2_3104", "benchmark": "Video-MME-v2", "question": "How did the subscriber count and ranking of the light blue–represented creator change in 2021?", "options": ["Subscriber count grew rapidly, and the ranking leapt from 10th place to 3rd place.", "Subscriber count grew rapidly, and the ranking jumped from just entering the chart to 6th place.", "Subscriber count peaked mid-year and then declined; the ranking jumped from just entering the chart to 6th place, then fell back to 10th.", "Subscriber count grew steadily, and the ranking increased by 1 place.", "Subscriber count grew steadily, with the ranking remaining stable at 15th place.", "Subscriber count grew very little, and the ranking dropped by 5 places.", "Subscriber count grew slowly in the first half of the year, then surged in the second half; the ranking rose from 10th to 6th place.", "Subscriber count grew steadily, and the ranking remained at the top position throughout."], "answer": "D", "answer_idx": 3, "n_options": 8, "chance": 0.125, "capability": "temporal", "task_class": "_none", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 1041.275646, "attack_pct": 0.5014763779527559, "license": "MIT", "selection_order": 4038, "video": "videos/9293f978901ce6a78aa90225927316e7aa22cfbe1f446e1d9c2bf45317c80578.mp4", "video_id": "9293f978901ce6a78aa90225927316e7aa22cfbe1f446e1d9c2bf45317c80578"}
{"item_id": "HLV-1K_3448", "benchmark": "HLV-1K", "question": "What is positioned on the left side of the frame at 1258.0 seconds?", "options": ["A computer monitor.", "A stool next to shelves with colorful figurines.", "A DXRacer gaming chair.", "A desk with a microphone and drink bottle."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "spatial-relationship", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 3808.467302, "attack_pct": 0.8033109590809345, "license": "MIT", "selection_order": 4039, "video": "videos/8648c97fd6a1d06cd5e248106a647d05ad124dd5f9b9874bcc20c8e5de0ee77b.mp4", "video_id": "8648c97fd6a1d06cd5e248106a647d05ad124dd5f9b9874bcc20c8e5de0ee77b"}
{"item_id": "TimeScope_1299", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words.\\n\\nQuestion: How meny times does a man swing an axe to cut a wooden log?", "options": ["once", "two times", "three times", "four times", "five times", "six times"], "answer": "D", "answer_idx": 3, "n_options": 6, "chance": 0.166667, "capability": "temporal", "task_class": "_none", "scene_type": "music_dance_performance", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.7061281786497999, "license": "unknown", "selection_order": 4045, "video": "videos/942ba1ea04f0dae7948eb2123a41790b88f05ff9fc317c207df0005ead221611.mp4", "video_id": "942ba1ea04f0dae7948eb2123a41790b88f05ff9fc317c207df0005ead221611"}
{"item_id": "ScaleLong_1168", "benchmark": "ScaleLong", "question": "How many people danced together in the video?", "options": ["Three", "Two", "Four", "Five"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "Video Clip", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 3625.68, "attack_pct": 0.6406754227442881, "license": "unknown", "selection_order": 4046, "video": "videos/e8aef71233c94ac7bdb3581a6fd046e12c5bc1a94e52130a8478ed1954c7965a.mp4", "video_id": "e8aef71233c94ac7bdb3581a6fd046e12c5bc1a94e52130a8478ed1954c7965a"}
{"item_id": "Video-MME-v2_1908", "benchmark": "Video-MME-v2", "question": "How many times would the robot need to be recharged to operate continuously for 48 hours?", "options": ["The robot can run for 8 hours on a full charge, so it would need to be recharged 4 times in total.", "11 times.", "Given that the robot requires a charge every 8 hours, it would need to be recharged a total of 5 times to operate continuously for 48 hours.", "The robot can run for 8 hours on a full charge; including the initial full charge, it would need to be recharged 3 times.", "The robot can run for 8 hours on a full charge; including the initial full charge, it would need to be recharged 6 times.", "The robot can run for 8 hours on a full charge; including the initial full charge, it would need to be recharged 4 times.", "The robot can run for 8 hours on a full charge; including the initial full charge, it would need to be recharged 5 times.", "The robot can run for 8 hours on a full charge; including the initial full charge, it would need to be recharged 7 times."], "answer": "B", "answer_idx": 1, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 971.035283, "attack_pct": 0.2357686846521234, "license": "MIT", "selection_order": 4052, "video": "videos/20606166e250624383b7123ab29d7377514658c0412ea1facf04224c180b9718.mp4", "video_id": "20606166e250624383b7123ab29d7377514658c0412ea1facf04224c180b9718"}
{"item_id": "V2P-Bench_48", "benchmark": "V2P-Bench", "question": "What can we infer about the status of the cat indicated by the arrow?", "options": ["There is no such thing as status for cats", "Its status is very high", "Its status is very low", "Its status is similar to theirs"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "3", "scene_type": "music_dance_performance", "duration_group": ">30min", "duration_s": 6939.933, "attack_pct": 0.9171292113076028, "license": "CC-BY-NC-4.0", "selection_order": 4053, "video": "videos/115f9997e327400f941f08382ee870380f40d7036455f7ae7234f9796ff90db2.mp4", "video_id": "115f9997e327400f941f08382ee870380f40d7036455f7ae7234f9796ff90db2"}
{"item_id": "S-EMBER_3709", "benchmark": "S-EMBER", "question": "After I walk to the bench in the tennis courts, what is the sequence of things I did at the bench?", "options": ["You placed your belongings on the bench, adjusted your clothing, took tennis balls out of a bag, removed them from containers, and set them on the bench before walking away.", "You put your tote bag and drink on the bench, laid your racket and some tennis balls beside them, and then picked up one of the balls before walking away.", "You laid your racket on the seat, sat down, reached into your bag for a water bottle, took a long drink, wiped your face, and then checked your phone.", "You placed your tennis racket on the bench, put a tennis ball into a basket, set down a juice container, took out your phone, and placed the juice down.", "You placed your tennis racket on the bench, picked up a tennis ball to place on the racket, and finally grabbed a can of tennis balls before walking away."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "temporal_ordering_recognition", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.7010617013037305, "license": "CC-BY-NC-4.0", "selection_order": 4059, "video": "videos/e284efa04244af443428450ed724019964b58d05f403f0663d5f97e3122b4650.mp4", "video_id": "e284efa04244af443428450ed724019964b58d05f403f0663d5f97e3122b4650"}
{"item_id": "ScaleLong_832", "benchmark": "ScaleLong", "question": "Why did Trump order Meghan to launch a sustained media attack?", "options": ["To distract the public from his own policy failures", "To gain favor with Meghan's constituency", "To undermine Meghan's political ambitions", "As a means to unite his own supporters"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Video Story", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 6858.0512, "attack_pct": 0.4352168581386343, "license": "unknown", "selection_order": 4060, "video": "videos/92e2407b0b1dc6e61e0dd5a86557311cb39f26583d3833f30080e2ccfd8bed6f.mp4", "video_id": "92e2407b0b1dc6e61e0dd5a86557311cb39f26583d3833f30080e2ccfd8bed6f"}
{"item_id": "S-EMBER_4054", "benchmark": "S-EMBER", "question": "How does the first car I played in this game compare to the one I am playing with now?", "options": ["The first car was purple, while the current one is entirely pink.", "The first car and the current one are identical, as both are purple cars.", "The first car had simpler features, while the current one is an advanced sports car.", "The first car was purple, while the current one is red and blue.", "The first car was purple, while the current one is red with white."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "object_comparison", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.6694365560862269, "license": "CC-BY-NC-4.0", "selection_order": 4066, "video": "videos/903a877780fe16e216ec764fa1973645d0c9e4313ae6aa2f8fd07b099f2ec974.mp4", "video_id": "903a877780fe16e216ec764fa1973645d0c9e4313ae6aa2f8fd07b099f2ec974"}
{"item_id": "VSI-Super-Wild_3545", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] At the indicated moment in this clip, which direction is the camera/person moving? (forward = the direction the camera is facing)", "options": ["backward", "right", "forward", "left"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VMR", "scene_type": "other", "duration_group": ">30min", "duration_s": 2829.993833, "attack_pct": 0.5335855815154253, "license": "unknown", "selection_order": 4067, "video": "videos/1342489410961a1b479af9af27e25f45157d889d6337025eba859eda0086aac7.mp4", "video_id": "1342489410961a1b479af9af27e25f45157d889d6337025eba859eda0086aac7"}
{"item_id": "Video-MME-v2_2638", "benchmark": "Video-MME-v2", "question": "In the map of Brazil, when Jimmy triggers the cutscene, what is the direction of the camera movement?", "options": ["Move forward first, then backward.", "Move backward first, then forward and downward.", "Rotate clockwise around the Christ statue.", "Move forward only.", "Dive vertically downward from a high altitude.", "Move forward first, then upward.", "Move backward and upward only.", "Rotate counterclockwise around the Christ statue."], "answer": "A", "answer_idx": 0, "n_options": 8, "chance": 0.125, "capability": "spatial", "task_class": "_none", "scene_type": "ai_generated_synthetic", "duration_group": "10-30min", "duration_s": 954.572336, "attack_pct": 0.9079240351103652, "license": "MIT", "selection_order": 4073, "video": "videos/e941f663008a7c736575be1bd02ac77a34e972643194c21acc042b6d537b95f4.mp4", "video_id": "e941f663008a7c736575be1bd02ac77a34e972643194c21acc042b6d537b95f4"}
{"item_id": "HLV-1K_2337", "benchmark": "HLV-1K", "question": "What is the text displayed on the blimp in the animated outdoor environment?", "options": ["100 Metros Planos.", "CLAVADOS.", "Juegos Inka.", "Resto del Mundo."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object understanding", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 3095.382494, "attack_pct": 0.8415919065444688, "license": "MIT", "selection_order": 4074, "video": "videos/8fa9859d5b877f2044e6dd189653a9b86037b3ddd83e6ed8d91046685f0f862e.mp4", "video_id": "8fa9859d5b877f2044e6dd189653a9b86037b3ddd83e6ed8d91046685f0f862e"}
{"item_id": "StreamingBench_2010", "benchmark": "StreamingBench", "question": "Which of the following options best summarizes the actions taken by the individual just now?", "options": ["The individual collected fried shrimp, walked to a counter, and placed them beside the mat.", "The individual chopped vegetables, moved to a stove, and started frying them.", "The individual took bread slices from a box, toasted them, and spread butter.", "The individual handled raw fish, sliced it into pieces, and arranged it on a plate."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Clips Summarize", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 913.310476, "attack_pct": 0.9707951465083258, "license": "unknown", "selection_order": 4080, "video": "videos/e456e7c10962263118e91f0d93dae95f6061574d3b34848f61afc50df2a8959c.mp4", "video_id": "e456e7c10962263118e91f0d93dae95f6061574d3b34848f61afc50df2a8959c"}
{"item_id": "HLV-1K_5051", "benchmark": "HLV-1K", "question": "Which player achieved a faster victory in the game 'Counter-Strike: Global Offensive' (CSGO) based on the descriptions from 49.0 to 9274.0 seconds?", "options": ["The player who defused the bomb without a kit.", "The player who achieved a kill with an AK-47.", "The player who won the round with a Glock-18.", "The player who planted the bomb at Bombsite B."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "speed", "scene_type": "video_games_software_ui", "duration_group": ">30min", "duration_s": 9390.28898, "attack_pct": 0.8101765199432038, "license": "MIT", "selection_order": 4081, "video": "videos/d180ed6380b09f93c6d9ea97313d9f7d25e2ccd68110b835676824c1b3e2cd64.mp4", "video_id": "d180ed6380b09f93c6d9ea97313d9f7d25e2ccd68110b835676824c1b3e2cd64"}
{"item_id": "HLV-1K_6933", "benchmark": "HLV-1K", "question": "How does the scene change from the beginning at 18.0 seconds to the end at 1820.0 seconds?", "options": ["From a bustling indoor venue to a solid blue screen.", "From a dark, space-themed background to a rocket launch.", "From a clear, sunny setting to a spacecraft in flight.", "From a completely black frame to a solid blue screen."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "attribute-change", "scene_type": "ai_generated_synthetic", "duration_group": ">30min", "duration_s": 1873.200181, "attack_pct": 0.8567267974699884, "license": "MIT", "selection_order": 4088, "video": "videos/b36e96781df5342d28887795cb36135238f9532036d6c5b7cf88868888fc3f04.mp4", "video_id": "b36e96781df5342d28887795cb36135238f9532036d6c5b7cf88868888fc3f04"}
{"item_id": "LongVideoBench_919", "benchmark": "LongVideoBench", "question": "On a street lined with gray and black houses, there is a woman with long hair crying on the left, and a man wearing a beige fur coat on the right. What did the man do when he appeared for the first time?", "options": ["Put on a pair of glasses", "Put on a coat himself", "Took off his fur coat", "Put on a black hat", "Put a coat on the woman"], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "O2E", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 974.216417, "attack_pct": 0.6100910029688912, "license": "CC-BY-NC-SA-4.0", "selection_order": 4094, "video": "videos/ca61f6dc42f825ddc7a51e9b153ef46eb30dd9b87d642aaed480ce252e803e51.mp4", "video_id": "ca61f6dc42f825ddc7a51e9b153ef46eb30dd9b87d642aaed480ce252e803e51"}
{"item_id": "HLV-1K_9953", "benchmark": "HLV-1K", "question": "How does the setting change from the beginning to the end of the event from 314.0 seconds to 374.0 seconds?", "options": ["From an outdoor environment to an indoor veterinary clinic.", "From a veterinary clinic to a professional office space.", "From a professional office space to a veterinary clinic.", "From a veterinary clinic to an outdoor environment."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "attribute-change", "scene_type": "animals_wildlife", "duration_group": ">30min", "duration_s": 2511.586395, "attack_pct": 0.4619610817090486, "license": "MIT", "selection_order": 4095, "video": "videos/52c15291e53dde2ec48a03fa7522745d2a6a636bd5c95afa62c6205c9736f928.mp4", "video_id": "52c15291e53dde2ec48a03fa7522745d2a6a636bd5c95afa62c6205c9736f928"}
{"item_id": "OVO-S-Bench_758", "benchmark": "OVO-S-Bench", "question": "(Question asked at 1255.3 s into the video; 'current' refers to that moment.) How many shelves are there in the built-in white shelving unit located in the closet area that we just passed?", "options": ["8", "7", "5", "6"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "2.2.3", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1751.666667, "attack_pct": 0.7075158125726088, "license": "unknown", "selection_order": 4101, "video": "videos/f9ad6cadb8a0939a979e841dedec3fdf9ea8fa60a273e28c66061b0c3ff978f6.mp4", "video_id": "f9ad6cadb8a0939a979e841dedec3fdf9ea8fa60a273e28c66061b0c3ff978f6"}
{"item_id": "Video-MME_2505", "benchmark": "Video-MME", "question": "What food is sampled by the main character when meeting a modeling agent for the first time in the video?", "options": ["Some uncommon foods.", "High cholesterol foods.", "Historic food.", "Roast suckling pig."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Object Recognition", "scene_type": "cooking_food", "duration_group": ">30min", "duration_s": 2484.767347, "attack_pct": 0.7893055376274687, "license": "unknown", "selection_order": 4102, "video": "videos/4036a77b9d415af0b6da5b8a149003de0e53adbf407d9b8801300a08c1d33d8e.mp4", "video_id": "4036a77b9d415af0b6da5b8a149003de0e53adbf407d9b8801300a08c1d33d8e"}
{"item_id": "Video-MME-v2_1468", "benchmark": "Video-MME-v2", "question": "In the video, many people attempted this challenge but failed. Who was the first person explicitly identified as having successfully completed the challenge?", "options": ["Jake, the muscular young man in a black T-shirt heading to the gym.", "Nick's father, a middle-aged man.", "The man in red, who personally demonstrated the correct technique and succeeded at the end of the video.", "Philip, the young man introduced as the \"arm wrestler.\"", "Bagrat, the 16-year-old challenger in the green top.", "The man in black introduced as the \"shot putter.\"", "Sonia, the female challenger introduced as the \"volleyball girl.\"", "Simone, the man wearing a Burger King crown who claimed to have \"Italian strength.\""], "answer": "B", "answer_idx": 1, "n_options": 8, "chance": 0.125, "capability": "long_video", "task_class": "_none", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 635.454059, "attack_pct": 0.5062766232089841, "license": "MIT", "selection_order": 4108, "video": "videos/2a11b1c3d182c2909181c2982a74fe9ddc650b0ff2443b8c34de5b67fbb47ed8.mp4", "video_id": "2a11b1c3d182c2909181c2982a74fe9ddc650b0ff2443b8c34de5b67fbb47ed8"}
{"item_id": "HLV-1K_1123", "benchmark": "HLV-1K", "question": "At what point does the camera shift to a close-up view of the man's workspace, emphasizing his hands manipulating tools inside a gray and blue carrying case?", "options": ["14.0 seconds.", "21.0 seconds.", "316.0 seconds.", "371.0 seconds."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "camera-direction", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 2443.993107, "attack_pct": 0.7386407641667743, "license": "MIT", "selection_order": 4109, "video": "videos/7f368e99aa70d62df2041e74bbb0ff6c074af995548e27b4d06e1c2f5091f0f8.mp4", "video_id": "7f368e99aa70d62df2041e74bbb0ff6c074af995548e27b4d06e1c2f5091f0f8"}
{"item_id": "Video-MME-v2_2264", "benchmark": "Video-MME-v2", "question": "What was the unusual occurrence in the card magic trick?", "options": ["A card transformed into a completely different card while held in the audience member's hand.", "The magician instantly turned a mixed, face-up and face-down deck all face-up.", "A card with the audience member's name repeatedly jumped from the middle of the deck to the top.", "The magician, while blindfolded, accurately located the card signed by the audience member.", "The pattern of the card chosen by the audience member magically appeared on one face of a Rubik's Cube.", "The audience member's signed card ultimately appeared in the magician's mouth.", "The signatures on two cards exchanged positions.", "The names written on two cards merged onto a single card."], "answer": "H", "answer_idx": 7, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "music_dance_performance", "duration_group": "10-30min", "duration_s": 600.050068, "attack_pct": 0.228814379759907, "license": "MIT", "selection_order": 4115, "video": "videos/a190988faee1f2e0eac1ad93cb29e9c9bd85054867552cab54d9d9b8709d003b.mp4", "video_id": "a190988faee1f2e0eac1ad93cb29e9c9bd85054867552cab54d9d9b8709d003b"}
{"item_id": "HLV-1K_8180", "benchmark": "HLV-1K", "question": "Where is the monkey positioned when it interacts with the dinosaur skeletons?", "options": ["On a green ladder.", "On a wooden platform.", "On a tiled floor.", "On a red circular platform."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "spatial-relationship", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2453.536508, "attack_pct": 0.1370288498773718, "license": "MIT", "selection_order": 4116, "video": "videos/8bd96b7e1f7b1086d4ee9f79c4ede853d4e506239f9295669239391dec375b0a.mp4", "video_id": "8bd96b7e1f7b1086d4ee9f79c4ede853d4e506239f9295669239391dec375b0a"}
{"item_id": "VideoMathQA_1350", "benchmark": "VideoMathQA", "question": "What was the approximate valuation of IWG in 2019?", "options": ["3.7 billion", "34 billion"], "answer": "A", "answer_idx": 0, "n_options": 2, "chance": 0.5, "capability": "knowledge", "task_class": "Chart", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 808.908844, "attack_pct": 0.928012456434749, "license": "Apache-2.0", "selection_order": 4122, "video": "videos/3c56b612ad8227724273a8159a60aa18a34d9219ee088555aae0036d3ee0ad90.mp4", "video_id": "3c56b612ad8227724273a8159a60aa18a34d9219ee088555aae0036d3ee0ad90"}
{"item_id": "Video-MME_1362", "benchmark": "Video-MME", "question": "What are the players doing before the match formally begins, according to the video?", "options": ["Exchanging team flags.", "Participating in the coin toss.", "Warming up on the field.", "Singing their national anthems."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Action Recognition", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 755.507664, "attack_pct": 0.9253178649799922, "license": "unknown", "selection_order": 4129, "video": "videos/1e8252e41c75e7928153eea3e213c5a0eabe59e2046ee7ea7cd60ace2d44c600.mp4", "video_id": "1e8252e41c75e7928153eea3e213c5a0eabe59e2046ee7ea7cd60ace2d44c600"}
{"item_id": "Video-MME_2645", "benchmark": "Video-MME", "question": "Which of the following options does not match the description in the video?", "options": ["On the first day of training, the two male protagonists ran 8km and rested most of the rest of the time.", "On the second day of training, the two male protagonists swam three kilometers in open water and then cycled 60 kilometers.", "On the third day of training, the two male protagonists rode a total of 160km, after which only one of them proceeded to run an additional 4km.", "On the last day of training, the two male protagonists conducted a simulated triathlon training, swimming 3000m, cycling 40km, and running 16km. Both of them successfully completed."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Information Synopsis", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 2242.258141, "attack_pct": 0.7523476829740545, "license": "unknown", "selection_order": 4130, "video": "videos/a160ea6b176c389da69f95969a7b374b3e5affcfb2f227946f042cf9995a4e8a.mp4", "video_id": "a160ea6b176c389da69f95969a7b374b3e5affcfb2f227946f042cf9995a4e8a"}
{"item_id": "S-EMBER_580", "benchmark": "S-EMBER", "question": "Where did the woman set down the first card she drew?", "options": ["On top of the hexagonal token on the board.", "Directly in front of her on the table.", "To the left of the three connected tiles.", "Between the two cards on the table.", "Next to the open rulebook on her right."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "location_trace", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 1200.0, "attack_pct": 0.7171566412804957, "license": "CC-BY-NC-4.0", "selection_order": 4136, "video": "videos/8c2ff224d35fb4531339b13adc960981d1ead07b7e3e528b2d6b20204de9524c.mp4", "video_id": "8c2ff224d35fb4531339b13adc960981d1ead07b7e3e528b2d6b20204de9524c"}
{"item_id": "Video-MME_2443", "benchmark": "Video-MME", "question": "Which two programs have similarities in the use of the ring?", "options": ["The first and fourth programs.", "Second and fourth programs.", "Third and fifth programs.", "Third and seventh programs."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Object Reasoning", "scene_type": "music_dance_performance", "duration_group": ">30min", "duration_s": 2498.165261, "attack_pct": 0.7314686330192333, "license": "unknown", "selection_order": 4137, "video": "videos/c0075f3deb56dbe22965dcb662ca07b63845e1fa3387c123f5ede83f6a22352b.mp4", "video_id": "c0075f3deb56dbe22965dcb662ca07b63845e1fa3387c123f5ede83f6a22352b"}
{"item_id": "LongVideoBench_457", "benchmark": "LongVideoBench", "question": "Which of the following sequences of events is correct?", "options": ["First, a soldier is crawling and shooting with a light machine gun. Then, three soldiers are standing in the forest holding light machine guns. Finally, a parachute lands with military supplies.", "First, a parachute lands with military supplies. Then, three soldiers are standing in the forest holding light machine guns. Finally, a soldier is crawling and shooting with a light machine gun.", "First, a parachute lands with military supplies. Then, a soldier is crawling and shooting with a light machine gun. Finally, three soldiers are standing in the forest holding light machine guns.", "First, three soldiers are standing in the forest holding light machine guns. Then, a parachute lands with military supplies. Finally, a soldier is crawling and shooting with a light machine gun.", "First, a soldier is crawling and shooting with a light machine gun. Then, a parachute lands with military supplies. Finally, three soldiers are standing in the forest holding light machine guns."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "SSS", "scene_type": "ai_generated_synthetic", "duration_group": "10-30min", "duration_s": 1623.208333, "attack_pct": 0.8836807796566413, "license": "CC-BY-NC-SA-4.0", "selection_order": 4143, "video": "videos/a7219e7b836eed6f02a08542bcc01c694bd1a3e814288fcf9ad8d878be0ec0db.mp4", "video_id": "a7219e7b836eed6f02a08542bcc01c694bd1a3e814288fcf9ad8d878be0ec0db"}
{"item_id": "TimeScope_130", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["nectarine, quince, strawberry", "nectarine, raspberry, kiwi", "kiwi, tangerine, date", "cherry, orange, apple", "date, quince, quince", "strawberry, honeydew, orange"], "answer": "A", "answer_idx": 0, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3600.0, "attack_pct": 0.9616867819801214, "license": "unknown", "selection_order": 4144, "video": "videos/08604b3024d6cd3c67f0e6a1b109e0334fd42f6069ce95396978c1d69a30926b.mp4", "video_id": "08604b3024d6cd3c67f0e6a1b109e0334fd42f6069ce95396978c1d69a30926b"}
{"item_id": "Video-MME-v2_1599", "benchmark": "Video-MME-v2", "question": "When making the \"Vampiro Taco,\" the chef added multiple toppings after placing the beef. What is the order in which cilantro, chipotle mayonnaise, and pickled red onion were added?", "options": ["Pickled red onion → Cilantro → Chipotle mayonnaise.", "The video does not clearly show the order of adding these three toppings.", "Cilantro → Pickled red onion → Chipotle mayonnaise.", "Cilantro → Chipotle mayonnaise → Pickled red onion.", "Pickled red onion → Chipotle mayonnaise → Cilantro.", "Chipotle mayonnaise → Pickled red onion → Cilantro.", "Chipotle mayonnaise and pickled red onion are added simultaneously.", "Chipotle mayonnaise → Cilantro → Pickled red onion."], "answer": "D", "answer_idx": 3, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 799.230839, "attack_pct": 0.8495546663224474, "license": "MIT", "selection_order": 4150, "video": "videos/cab9f4a69df86c44583a289bf4ed2f87d6e4a37c38289807778e17e63c00c131.mp4", "video_id": "cab9f4a69df86c44583a289bf4ed2f87d6e4a37c38289807778e17e63c00c131"}
{"item_id": "VSI-Super-Wild_1352", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] Here are 4 frames captured at different moments in the video. Each frame is shown from a slightly rotated viewpoint (30-60 degrees). Choose the option listing the frames by capture time, from first to last.", "options": ["Frame 3 → Frame 1 → Frame 2 → Frame 4", "Frame 4 → Frame 1 → Frame 2 → Frame 3", "Frame 3 → Frame 2 → Frame 4 → Frame 1", "Frame 1 → Frame 4 → Frame 2 → Frame 3"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VPO", "scene_type": "other", "duration_group": ">30min", "duration_s": 2829.993833, "attack_pct": 0.5591680650574415, "license": "unknown", "selection_order": 4151, "video": "videos/8fe4ce518363e2b3ba4a0bc3a6ad05435a0d2b39cd022fea8dc8a68979b511db.mp4", "video_id": "8fe4ce518363e2b3ba4a0bc3a6ad05435a0d2b39cd022fea8dc8a68979b511db"}
{"item_id": "StreamingBench_898", "benchmark": "StreamingBench", "question": "Which of the following best summarizes the artist's activity shown in the video just now?", "options": ["The artist is painting a background with pink paint.", "The artist is drawing a landscape with various colors.", "The artist is sketching an abstract figure with fine details.", "The artist is applying blue and brown accents to a white background."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Clips Summarize", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 649.856871, "attack_pct": 0.8691993674970957, "license": "unknown", "selection_order": 4157, "video": "videos/87007d7ae7ef1c4bcb5c5cd8e3882b36071bfd40bee8cac70a8a898ffbde0f5c.mp4", "video_id": "87007d7ae7ef1c4bcb5c5cd8e3882b36071bfd40bee8cac70a8a898ffbde0f5c"}
{"item_id": "MLVU_2110", "benchmark": "MLVU", "question": "Can you tell me which option represents the actual order of actions shown in the video?\n(A) milking cow --> tossing coin --> making jewelry --> jetskiing\n(B) jetskiing --> making jewelry --> milking cow --> tossing coin\n(C) milking cow --> jetskiing --> tossing coin --> making jewelry\n(D) making jewelry --> jetskiing --> milking cow --> tossing coin\n", "options": ["milking cow --> tossing coin --> making jewelry --> jetskiing", "jetskiing --> making jewelry --> milking cow --> tossing coin", "milking cow --> jetskiing --> tossing coin --> making jewelry", "making jewelry --> jetskiing --> milking cow --> tossing coin"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "order", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 781.5, "attack_pct": 0.4877533238673034, "license": "CC-BY-NC-SA-4.0", "selection_order": 4164, "video": "videos/e7d5acd7fdbb9c34cc0cdbdce768b0cc52d75f8e496fa76ee19da4b8dee631b2.mp4", "video_id": "e7d5acd7fdbb9c34cc0cdbdce768b0cc52d75f8e496fa76ee19da4b8dee631b2"}
{"item_id": "HLV-1K_9705", "benchmark": "HLV-1K", "question": "What happens after the character climbs the stone wall in the 'Temple of Amun' in the scene from 1653.0 to 1735.0 seconds?", "options": ["The character finds and kills Medunamun.", "The character navigates through a settlement or outpost.", "The character is seen moving across a sandy path in a desert environment.", "The character is equipped with a weapon in a desert-like environment."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal-relationship", "scene_type": "video_games_software_ui", "duration_group": ">30min", "duration_s": 3558.806349, "attack_pct": 0.8389457209242287, "license": "MIT", "selection_order": 4165, "video": "videos/e7a1e2d7a5dae8038febec8f23c1f56c6126d8f3190431cc0bd8e3a26b067af4.mp4", "video_id": "e7a1e2d7a5dae8038febec8f23c1f56c6126d8f3190431cc0bd8e3a26b067af4"}
{"item_id": "S-EMBER_6012", "benchmark": "S-EMBER", "question": "What's the order of items I've removed from plastic bags so far?", "options": ["Top part of the tree, middle part, bottom part, and a string of Christmas lights.", "Top section of the tree, bottom section of the tree, and a string of Christmas lights.", "Lower section of the tree, upper section with the metal stand, and Christmas string lights.", "Bottom of the tree, top of the tree, tree stand, decorative bells, and Christmas lights.", "Various Christmas tree parts, the Christmas tree stand, and finally a string of Christmas lights."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "temporal_ordering_recognition", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.1301632890151026, "license": "CC-BY-NC-4.0", "selection_order": 4171, "video": "videos/2884f4434b6a3cfc499733366f0cdfa5a3f4d00b7851031a0b22dbcbdec51f24.mp4", "video_id": "2884f4434b6a3cfc499733366f0cdfa5a3f4d00b7851031a0b22dbcbdec51f24"}
{"item_id": "HLV-1K_17", "benchmark": "HLV-1K", "question": "How does the camera move in the video from 14.0 to 2245.0 seconds?", "options": ["The camera moves closer to the characters and objects.", "The camera moves away from the characters and objects.", "The camera remains static throughout the video.", "The camera moves around the characters and objects."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "camera-direction", "scene_type": "ai_generated_synthetic", "duration_group": ">30min", "duration_s": 2257.467211, "attack_pct": 0.7234574674067381, "license": "MIT", "selection_order": 4172, "video": "videos/e92733e13ea65ca9901c80e3176431fb5920a5f639c862debdd3f10c4ef26b98.mp4", "video_id": "e92733e13ea65ca9901c80e3176431fb5920a5f639c862debdd3f10c4ef26b98"}
{"item_id": "Video-MME-v2_1317", "benchmark": "Video-MME-v2", "question": "During the journey, two small dinosaurs were seen fighting over an object, and next to them was a damaged spherical sightseeing vehicle. If you were sitting in this vehicle's seat, what would you see directly ahead of you?", "options": ["The view directly ahead from the seat would be the sky.", "Two doors labeled \"Indominus rex.\"", "Two small dinosaurs fighting over something.", "The wall labeled \"PREDATOR COVE.\"", "An observation tower with a bamboo grove behind it.", "A trapezoidal archway.", "The wall with two televisions.", "The wall with seven cameras."], "answer": "E", "answer_idx": 4, "n_options": 8, "chance": 0.125, "capability": "egocentric", "task_class": "_none", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 718.773696, "attack_pct": 0.5285836452820447, "license": "MIT", "selection_order": 4178, "video": "videos/49d71ab17afa126ffeb59935cc6da98075579e72b663c29e86ce6efcdc42d7cb.mp4", "video_id": "49d71ab17afa126ffeb59935cc6da98075579e72b663c29e86ce6efcdc42d7cb"}
{"item_id": "HLV-1K_9758", "benchmark": "HLV-1K", "question": "How does the background change from the beginning to the end of the video from 1.0 to 2609.0 seconds?", "options": ["From a colorful and playful background to a serene and natural outdoor setting.", "From a dark and indoor setting to a bright and outdoor setting.", "From a rural setting to an urban environment.", "From a festive indoor setting to a quiet indoor setting."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "long_video", "task_class": "attribute-change", "scene_type": "animals_wildlife", "duration_group": ">30min", "duration_s": 2628.777506, "attack_pct": 0.8075222666838776, "license": "MIT", "selection_order": 4179, "video": "videos/fd4bdad94ced376fbb9b62754ec91cc71db6b6519afab5fd00593bb59f31e13c.mp4", "video_id": "fd4bdad94ced376fbb9b62754ec91cc71db6b6519afab5fd00593bb59f31e13c"}
{"item_id": "TimeScope_1295", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words.\\n\\nQuestion: How meny times does a man swing an axe to cut a wooden log?", "options": ["once", "two times", "three times", "four times", "five times", "six times"], "answer": "D", "answer_idx": 3, "n_options": 6, "chance": 0.166667, "capability": "temporal", "task_class": "_none", "scene_type": "music_dance_performance", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.7686765844843165, "license": "unknown", "selection_order": 4185, "video": "videos/7b6d16a948b2cf64422d778c5f465e6f76a33bde6652d33944820c1f3bd8cc52.mp4", "video_id": "7b6d16a948b2cf64422d778c5f465e6f76a33bde6652d33944820c1f3bd8cc52"}
{"item_id": "VideoOdyssey_1321", "benchmark": "VideoOdyssey", "question": "Between 00:00:00 and 00:16:00 in the video, how many burgers did the restaurant successfully pack?", "options": ["7", "8", "9", "10"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "V/Counting", "scene_type": "cooking_food", "duration_group": ">30min", "duration_s": 3747.9561, "attack_pct": 0.7523476829740545, "license": "CC-BY-NC-SA-4.0", "selection_order": 4186, "video": "videos/31199f9982cccf8a74dec432171047a190e8a9e00058ad2823437c3dd925c12e.mp4", "video_id": "31199f9982cccf8a74dec432171047a190e8a9e00058ad2823437c3dd925c12e"}
{"item_id": "LongTimeScope_143", "benchmark": "LongTimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["quince, banana, mango", "mango, cherry, grape", "cherry, apple, quince", "orange, ugli, apple", "raspberry, banana, elderberry", "orange, orange, elderberry"], "answer": "C", "answer_idx": 2, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 18000.0, "attack_pct": 0.8238915063895702, "license": "unknown", "selection_order": 4193, "video": "videos/a2d8f37e393660ce0b8fe53e73f7a85d379d716ae099997edf25de4e92e1f679.mp4", "video_id": "a2d8f37e393660ce0b8fe53e73f7a85d379d716ae099997edf25de4e92e1f679"}
{"item_id": "Video-MME-v2_2222", "benchmark": "Video-MME-v2", "question": "In the video, what is the last cooperative move that the BASE jumpers performing the \"Running the Cradle\" tandem jump make before jumping off the bridge?", "options": ["One person stands on the back of the other, and then they jump down together.", "The two perform a preliminary vertical bounce together.", "One person is carried on the shoulders of the other, and then they jump down together.", "The two run side-by-side, and at the edge, one person lifts the other's torso with a single hand, forming a gliding posture similar to a \"lateral cradle.\" (Increasing the complexity of the action description).", "The two stand face-to-face, tightly locking each other's harness systems, and ensure synchronized center of gravity through a coordinated run-up.", "The bottom jumper supports the partner's waist in a front-hold lift, with the upper person giving the jump signal as they run to the edge.", "In the \"Running the Cradle\" tandem jump, the last cooperative move the BASE jumpers make before jumping off the bridge is a simultaneous knee bend and synchronized countdown to ensure they leap with perfect rhythmic coordination.", "One person jumps first, and the other follows closely, jumping towards the first person's parachute."], "answer": "C", "answer_idx": 2, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 967.018231, "attack_pct": 0.5992400283980895, "license": "MIT", "selection_order": 4199, "video": "videos/3853c47733def86c60aef8e06cc46886af5a68a4c067775d893b4bdd7a0e8bec.mp4", "video_id": "3853c47733def86c60aef8e06cc46886af5a68a4c067775d893b4bdd7a0e8bec"}
{"item_id": "200", "benchmark": "LVBench", "question": "What color hair do the two kids have in the video?", "options": ["Black", "Blue", "Green", "Red"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "entity recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 3828.366803, "attack_pct": 0.2355185878404543, "license": "CC-BY-NC-SA-4.0", "selection_order": 4200, "video": "videos/43a1dd94764caec542de87836193cacd910e589e3a5319e2a0fbcb69bc4b6f9a.mp4", "video_id": "43a1dd94764caec542de87836193cacd910e589e3a5319e2a0fbcb69bc4b6f9a"}
{"item_id": "S-EMBER_6421", "benchmark": "S-EMBER", "question": "How many red cans were on my desk?", "options": ["There was only one red can on the desk.", "There were two red cans on the desk.", "There were five red cans on the desk.", "There were four red cans on the desk.", "There were three red cans on the desk."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "visual_detail_recall", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 600.25, "attack_pct": 0.7895717697173099, "license": "CC-BY-NC-4.0", "selection_order": 4206, "video": "videos/f90202d85163b35b93588cf352b07864553e2638579d2696b722ed7e15b677c3.mp4", "video_id": "f90202d85163b35b93588cf352b07864553e2638579d2696b722ed7e15b677c3"}
{"item_id": "OVO-S-Bench_662", "benchmark": "OVO-S-Bench", "question": "(Question asked at 548.1 s into the video; 'current' refers to that moment.) At the current moment, where is the green bicycle located relative to the camera, outside the current view?", "options": ["Out of view to the right", "Out of view to the left", "Out of view in front of the camera / beyond the current view", "Out of view behind the camera"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "2.2.1", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 3079.662585, "attack_pct": 0.7079353298050859, "license": "unknown", "selection_order": 4207, "video": "videos/3d63b7dab5d667379e3e227ab7d381b8154fd96267f63bd965506e365a4d194f.mp4", "video_id": "3d63b7dab5d667379e3e227ab7d381b8154fd96267f63bd965506e365a4d194f"}
{"item_id": "Video-MME-v2_1133", "benchmark": "Video-MME-v2", "question": "In the opening part of the second story, \"Bent Out of Shape\", what is the relationship between the visual style and the mood of the background music when the square-shaped family sits on their porch drinking beverages?", "options": ["The visual style is angular and monochromatic, and the background music has a lively rhythm. The atmosphere of the two is consistent.", "The visual style is rounded and warmly colored, and the background music has a lively rhythm. The atmosphere of the two is consistent.", "The visual style is angular but warmly colored, and the background music has a lively rhythm. The atmosphere of the two is consistent.", "The visual style is rounded and warmly colored, and the background music is slow and melancholic. The atmosphere of the two is opposite.", "The visual style is angular and monochromatic, and the background music has a lively rhythm. The atmosphere of the two is opposite.", "The visual style is angular and monochromatic, and the background music is slow and melancholic. The atmosphere of the two is consistent.", "The visual style is angular and monochromatic, there is no background music, only the sound of drinking. The atmosphere is very quiet.", "The visual style is angular but warmly colored, and the background music is cheerful. The atmosphere of the two is consistent."], "answer": "E", "answer_idx": 4, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "ai_generated_synthetic", "duration_group": "10-30min", "duration_s": 928.066667, "attack_pct": 0.972457080160062, "license": "MIT", "selection_order": 4213, "video": "videos/5023b34e1ce5e8384ce9ab7dcfd1bdca3d6d5ed3736e5fc9e3bc9af4c04169ea.mp4", "video_id": "5023b34e1ce5e8384ce9ab7dcfd1bdca3d6d5ed3736e5fc9e3bc9af4c04169ea"}
{"item_id": "HLV-1K_9050", "benchmark": "HLV-1K", "question": "What is the man wearing glasses doing in the workshop or studio filled with memorabilia and props from popular culture from 20.0 to 2239.0 seconds?", "options": ["He is standing near a collection of historical artifacts and brass instruments.", "He is sitting on a black leather chair with control panels.", "He is using a staple gun on a piece of black material.", "He is operating heavy-duty machinery."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "character-understanding", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 2240.911383, "attack_pct": 0.4052859171292113, "license": "MIT", "selection_order": 4214, "video": "videos/f0164216e973f832ab507deb09b28054760fa9e3c4348a503a6ab69819ea148d.mp4", "video_id": "f0164216e973f832ab507deb09b28054760fa9e3c4348a503a6ab69819ea148d"}
{"item_id": "S-EMBER_449", "benchmark": "S-EMBER", "question": "How many times did I pour water into the pot from the mug?", "options": ["Five times.", "One time.", "Two times.", "Four times.", "Three times."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.3943219956112043, "license": "CC-BY-NC-4.0", "selection_order": 4220, "video": "videos/50ecf08b5bde3f55bc0b9026f62540f106f6e9aeabb2b32b28e757034971b955.mp4", "video_id": "50ecf08b5bde3f55bc0b9026f62540f106f6e9aeabb2b32b28e757034971b955"}
{"item_id": "2373", "benchmark": "LVBench", "question": "When does the prince and the mermaid meet face to face for the first time?", "options": ["68:43", "69:43", "67:43", "70:43"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal grounding", "scene_type": "music_dance_performance", "duration_group": ">30min", "duration_s": 7546.92644, "attack_pct": 0.5291241771008132, "license": "CC-BY-NC-SA-4.0", "selection_order": 4221, "video": "videos/db88f2c8252dadd8ba462a1d8042f176313b8d64769c3ce8c2026a396d00763b.mp4", "video_id": "db88f2c8252dadd8ba462a1d8042f176313b8d64769c3ce8c2026a396d00763b"}
{"item_id": "TimeScope_2782", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["orange, ugli, apple", "orange, mango, date", "raspberry, honeydew, kiwi", "papaya, raspberry, apple", "mango, apple, raspberry", "orange, date, papaya"], "answer": "B", "answer_idx": 1, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.9922712017555184, "license": "unknown", "selection_order": 4227, "video": "videos/89f714c10ec9df7568eb23ce0d2baaf85506c111db2c0e7602638cac0df25e8e.mp4", "video_id": "89f714c10ec9df7568eb23ce0d2baaf85506c111db2c0e7602638cac0df25e8e"}
{"item_id": "V2P-Bench_67", "benchmark": "V2P-Bench", "question": "Did the two girls labeled 1 and 2 make up?", "options": ["Unable to conclude", "Yes, they shake hands and make peace", "No, their argument becomes more intense", "Yes, they hug and reconcile"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "1", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2893.307083, "attack_pct": 0.5969488188976378, "license": "CC-BY-NC-4.0", "selection_order": 4228, "video": "videos/90388168886525bbf3ecfb9e03bdbe3584f810db2a360b505c14c805fc884bc2.mp4", "video_id": "90388168886525bbf3ecfb9e03bdbe3584f810db2a360b505c14c805fc884bc2"}
{"item_id": "VSI-Super-Wild_185", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] At the indicated moment in this clip, which direction is the camera/person moving? (forward = the direction the camera is facing)", "options": ["right", "forward", "left", "backward"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VMR", "scene_type": "other", "duration_group": ">30min", "duration_s": 7544.2366, "attack_pct": 0.5658884084161611, "license": "unknown", "selection_order": 4235, "video": "videos/f102a2f97506491eac7f489d1f4f2baeb7ca7e520e58857a5c5a686821877fea.mp4", "video_id": "f102a2f97506491eac7f489d1f4f2baeb7ca7e520e58857a5c5a686821877fea"}
{"item_id": "StreamingBench_1898", "benchmark": "StreamingBench", "question": "What type of umbrellas are seen at the outdoor cafés right now?", "options": ["Blue and white.", "Red and brown.", "Green and yellow.", "Black and white."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Attribute Perception", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 606.017717, "attack_pct": 0.9746434103523944, "license": "unknown", "selection_order": 4241, "video": "videos/c7d8e0131d90d72403255922db63591a68aae6bf0d713d753ea6258c59e09e03.mp4", "video_id": "c7d8e0131d90d72403255922db63591a68aae6bf0d713d753ea6258c59e09e03"}
{"item_id": "ScaleLong_82", "benchmark": "ScaleLong", "question": "How many times did South Korea and China have the same score in the second half of the match?", "options": ["2 times", "5 times", "3 times", "4 times"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "Video Story", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 3970.0, "attack_pct": 0.3376710339486253, "license": "unknown", "selection_order": 4242, "video": "videos/2f42eda36b6849c21e6ca865773a5d51125ea872a71b24da90369cf61df6968e.mp4", "video_id": "2f42eda36b6849c21e6ca865773a5d51125ea872a71b24da90369cf61df6968e"}
{"item_id": "Video-MME-v2_866", "benchmark": "Video-MME-v2", "question": "On the shirt labeled \"JINGLE ROAR,\" what is the color of the collar?", "options": ["Black.", "Silver.", "White.", "Blue.", "Green.", "Yellow.", "Gold.", "Red."], "answer": "E", "answer_idx": 4, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 825.980227, "attack_pct": 0.5394346198528462, "license": "MIT", "selection_order": 4248, "video": "videos/2921f9d9dce0ceed6d462b6a8a1ecdfa1450d449fa30f291d6375cb06b364fee.mp4", "video_id": "2921f9d9dce0ceed6d462b6a8a1ecdfa1450d449fa30f291d6375cb06b364fee"}
{"item_id": "HLV-1K_4068", "benchmark": "HLV-1K", "question": "What is the sequence of events in the industrial or construction site from 1351.0 to 1419.0 seconds?", "options": ["A man takes cover behind a barricade, then engages in physical activity linked to a directive.", "A man engages in physical activity linked to a directive, then takes cover behind a barricade.", "A man provides commentary, then takes cover behind a barricade.", "A man takes cover behind a barricade, then provides commentary."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "time-order", "scene_type": "video_games_software_ui", "duration_group": ">30min", "duration_s": 2697.787211, "attack_pct": 0.9115141345036788, "license": "MIT", "selection_order": 4249, "video": "videos/e11c71c77d5d4af9f400473dabe31b425381a25f5f2af2ee5382bd4efbbeeac7.mp4", "video_id": "e11c71c77d5d4af9f400473dabe31b425381a25f5f2af2ee5382bd4efbbeeac7"}
{"item_id": "Video-MME-v2_2267", "benchmark": "Video-MME-v2", "question": "What was the unusual occurrence in the ring magic trick?", "options": ["The ring instantly replicated multiple identical rings upon contact with the ribbon.", "The solid red ribbon became transparent and invisible, leaving only the ring suspended in the air.", "The borrowed ring disappeared and was subsequently discovered inside a sealed walnut or lemon that had to be cut open.", "Two solid metal rings melted through each other upon contact and became inseparably linked together.", "A hard metal ring penetrated through body parts without having any gaps or openings.", "The metal ring defied gravity and slowly climbed upwards along a red ribbon without any external force.", "The ring visibly jumped from the index finger of one hand to the ring finger of the other hand while the hands were clasped.", "The red ribbon changed color to blue upon contact with the ring, and subsequently turned back to red."], "answer": "E", "answer_idx": 4, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "music_dance_performance", "duration_group": "10-30min", "duration_s": 600.050068, "attack_pct": 0.4936991738737575, "license": "MIT", "selection_order": 4255, "video": "videos/a190988faee1f2e0eac1ad93cb29e9c9bd85054867552cab54d9d9b8709d003b.mp4", "video_id": "a190988faee1f2e0eac1ad93cb29e9c9bd85054867552cab54d9d9b8709d003b"}
{"item_id": "HLV-1K_2934", "benchmark": "HLV-1K", "question": "In which order do the events occur in the video from 2.0 to 2125.0 seconds?", "options": ["The girl is seated on the floor with balloons and a cake, a woman interacts with a dog, two individuals are seated on the floor with boxes and packages, a man holds a dachshund, two dogs in yellow and red outfits are near a person kneeling, a person engages with a dog amidst colorful balloons, a person holds a dog dressed in clothing, the scene ends with people and dogs amidst colorful balloons.", "The girl is seated on the floor with balloons and a cake, two individuals are seated on the floor with boxes and packages, a woman interacts with a dog, a man holds a dachshund, two dogs in yellow and red outfits are near a person kneeling, a person engages with a dog amidst colorful balloons, a person holds a dog dressed in clothing, the scene ends with people and dogs amidst colorful balloons.", "The girl is seated on the floor with balloons and a cake, a woman interacts with a dog, a man holds a dachshund, two individuals are seated on the floor with boxes and packages, two dogs in yellow and red outfits are near a person kneeling, a person engages with a dog amidst colorful balloons, a person holds a dog dressed in clothing, the scene ends with people and dogs amidst colorful balloons.", "The girl is seated on the floor with balloons and a cake, two individuals are seated on the floor with boxes and packages, a man holds a dachshund, a woman interacts with a dog, two dogs in yellow and red outfits are near a person kneeling, a person engages with a dog amidst colorful balloons, a person holds a dog dressed in clothing, the scene ends with people and dogs amidst colorful balloons."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "time-order", "scene_type": "animals_wildlife", "duration_group": ">30min", "duration_s": 2150.934059, "attack_pct": 0.6314218407125339, "license": "MIT", "selection_order": 4256, "video": "videos/5f51424a51495679e8c587226577922f3c47eb947b0be860ef079b8b51eb9bca.mp4", "video_id": "5f51424a51495679e8c587226577922f3c47eb947b0be860ef079b8b51eb9bca"}
{"item_id": "Video-MME-v2_1925", "benchmark": "Video-MME-v2", "question": "When a 90-year-old man discusses the sense of approaching end-of-life challenges faced by older adults, what is shown in the visuals?", "options": ["When a 90-year-old man discusses the sense of approaching end-of-life challenges faced by older adults, the visuals show a wrinkled hand firmly holding a younger, smooth hand, symbolizing intergenerational companionship and support.", "A park path covered with fallen leaves in the background.", "Benches and an empty, inactive square in the background.", "Parked bicycles in the background.", "Someone walking a dog in the background.", "Pedestrians walking slowly in the background.", "Distant buildings and skyline in the background.", "An empty street with streetlights in the background."], "answer": "E", "answer_idx": 4, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 643.378503, "attack_pct": 0.2494029947076287, "license": "MIT", "selection_order": 4262, "video": "videos/d5b9e38c835eac14b48c6997b960eb88d0f2ba2d0fc1194e4c9d2641cae1c78c.mp4", "video_id": "d5b9e38c835eac14b48c6997b960eb88d0f2ba2d0fc1194e4c9d2641cae1c78c"}
{"item_id": "HLV-1K_10431", "benchmark": "HLV-1K", "question": "What are the individuals using to apply the cream-like substance to the cakes at 745.0 seconds into the video?", "options": ["A blue and green spatula.", "A yellow and pink spatula.", "A red and white spatula.", "A black and orange spatula."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object understanding", "scene_type": "cooking_food", "duration_group": ">30min", "duration_s": 2533.807891, "attack_pct": 0.7462566154640506, "license": "MIT", "selection_order": 4263, "video": "videos/73a38ab680013a8359a2c85af32f8aa744865a1533ec673b7c23d014dfac1186.mp4", "video_id": "73a38ab680013a8359a2c85af32f8aa744865a1533ec673b7c23d014dfac1186"}
{"item_id": "S-EMBER_6437", "benchmark": "S-EMBER", "question": "What ran past me as I turned to walk into this parking lot?", "options": ["A dark-colored car ran past as you turned into the parking lot.", "A deer sprinted past as you turned into the parking lot.", "A cat ran past as you turned into the parking lot.", "A small dog darted past as you turned into the parking lot.", "A fox scurried past as you turned into the parking lot."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "visual_detail_recall", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 600.166667, "attack_pct": 0.7360107138247063, "license": "CC-BY-NC-4.0", "selection_order": 4269, "video": "videos/071a2278e41dcf2d2a7f9ee6c8a175a1afa013820c680f9da004312cff9a8328.mp4", "video_id": "071a2278e41dcf2d2a7f9ee6c8a175a1afa013820c680f9da004312cff9a8328"}
{"item_id": "LongVideoBench_738", "benchmark": "LongVideoBench", "question": "In the room on the screen, there is a man wearing green clothes with a beard. Behind him, there is a white cabinet and a wooden shelf. On the shelf, there is a black bag. What did the man in the video do upon entering the scene?", "options": ["Raised his hand", "Touched his beard with his right hand", "Carried a bag on his back", "Touched his beard with his left hand"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "O2E", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 2311.64, "attack_pct": 0.940138117981154, "license": "CC-BY-NC-SA-4.0", "selection_order": 4270, "video": "videos/711d5d91412664066a119806b917cf762c0933642a6c977baa960615ced84ff6.mp4", "video_id": "711d5d91412664066a119806b917cf762c0933642a6c977baa960615ced84ff6"}
{"item_id": "S-EMBER_908", "benchmark": "S-EMBER", "question": "How long was I scrolling on my tablet before I typed something?", "options": ["You were scrolling for around 35 seconds before you started typing.", "You scrolled for about 16 seconds on the tablet before typing.", "You scrolled on your tablet for approximately 50 seconds before typing.", "You were scrolling for about 40 seconds before you started typing.", "You spent roughly 25 seconds scrolling before you started to type."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 603.25, "attack_pct": 0.7938395507938557, "license": "CC-BY-NC-4.0", "selection_order": 4276, "video": "videos/fd6222da2d0b6758e34c2a24a2a0ff09f2d4492553d9f54816147ff82f4f6275.mp4", "video_id": "fd6222da2d0b6758e34c2a24a2a0ff09f2d4492553d9f54816147ff82f4f6275"}
{"item_id": "MLVU_2005", "benchmark": "MLVU", "question": "Please identify the option that corresponds to the order of events as they occur in the video.\n(A) playing trombone --> zumba --> abseiling --> javelin throw\n(B) playing trombone --> abseiling --> zumba --> javelin throw\n(C) abseiling --> javelin throw --> zumba --> playing trombone\n(D) playing trombone --> javelin throw --> abseiling --> zumba\n", "options": ["playing trombone --> zumba --> abseiling --> javelin throw", "playing trombone --> abseiling --> zumba --> javelin throw", "abseiling --> javelin throw --> zumba --> playing trombone", "playing trombone --> javelin throw --> abseiling --> zumba"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "order", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 6429.0, "attack_pct": 0.4486656124951594, "license": "CC-BY-NC-SA-4.0", "selection_order": 4277, "video": "videos/9770cb21a857bc111e27fcb756a51800f742ebe70c678b1dbf23e13f91c7d93b.mp4", "video_id": "9770cb21a857bc111e27fcb756a51800f742ebe70c678b1dbf23e13f91c7d93b"}
{"item_id": "Video-MME-v2_1134", "benchmark": "Video-MME-v2", "question": "In the third story, when the girl helps the little pilot fix the spaceship and it takes off at night, what are the characteristics of the audiovisual atmosphere?", "options": ["The visual shows a magnificent scene of flying through the starry sky, and the background music becomes stirring and cheerful; the atmospheres of both are consistent.", "The visual depicts an imaginative cosmic flight, and the background music becomes optimistic and warm; the atmospheres of both are in contrast.", "The visual shows a magnificent scene of flying through the starry sky, and the background music becomes slow and sad; the atmospheres of both are in contrast.", "The visual focuses on the girl's slender figure looking up at the departing spaceship, and the background music turns into an ethereal and mournful piano solo; the atmospheres of both are consistent.", "The visual uses twinkling starlight to contrast with the girl's loneliness on the ground, and the background music turns into a low, lingering chant; the atmospheres of both are consistent.", "The visual shows a dark sky before a storm, and the background music becomes tense and rapid; the atmospheres of both are consistent.", "The visual depicts an imaginative cosmic flight, and the background music becomes optimistic and warm; the atmospheres of both are consistent.", "The visual shows a dark sky before a storm, and the background music becomes stirring and cheerful; the atmospheres of both are in contrast."], "answer": "A", "answer_idx": 0, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "ai_generated_synthetic", "duration_group": "10-30min", "duration_s": 928.066667, "attack_pct": 0.9748208984122886, "license": "MIT", "selection_order": 4283, "video": "videos/5023b34e1ce5e8384ce9ab7dcfd1bdca3d6d5ed3736e5fc9e3bc9af4c04169ea.mp4", "video_id": "5023b34e1ce5e8384ce9ab7dcfd1bdca3d6d5ed3736e5fc9e3bc9af4c04169ea"}
{"item_id": "Video-MME_2555", "benchmark": "Video-MME", "question": "What did the male protagonist in the video do immediately after finishing his personal report at the meeting?", "options": ["Play games.", "Watch a friend unbox a watch.", "Have lunch.", "Chat with many friends."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Action Recognition", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 2063.27873, "attack_pct": 0.8339599199690203, "license": "unknown", "selection_order": 4284, "video": "videos/30e57173756d4d3449103ba39ded5dfd4e187d9e677e0551821380479148d0c9.mp4", "video_id": "30e57173756d4d3449103ba39ded5dfd4e187d9e677e0551821380479148d0c9"}
{"item_id": "Video-MME-v2_1064", "benchmark": "Video-MME-v2", "question": "In the video, regarding the making of \"My go-to 2 MIN oatmeal\", how many different toppings were added to the bowl after the oatmeal was cooked?", "options": ["0.", "3.", "7.", "1.", "5.", "6.", "4.", "2."], "answer": "D", "answer_idx": 3, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 772.342132, "attack_pct": 0.8526284368142507, "license": "MIT", "selection_order": 4290, "video": "videos/39476ef476dc4d791677db3a7942eb3b0a74a1f64a2bcd844b3c9b2d2da3ee37.mp4", "video_id": "39476ef476dc4d791677db3a7942eb3b0a74a1f64a2bcd844b3c9b2d2da3ee37"}
{"item_id": "ScaleLong_1403", "benchmark": "ScaleLong", "question": "What was the first bid price displayed for LOT 3 in the bottom right corner of the screen after starting bid?", "options": ["$800,000", "$700,000", "$650,000", "$600,000"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Event", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 5770.0, "attack_pct": 0.7090647992771395, "license": "unknown", "selection_order": 4291, "video": "videos/e0b44e9af80c2c91e7ce5a29b78730137ada54b12b6a94cb0d196a242eed24b7.mp4", "video_id": "e0b44e9af80c2c91e7ce5a29b78730137ada54b12b6a94cb0d196a242eed24b7"}
{"item_id": "Video-MME_1572", "benchmark": "Video-MME", "question": "According to this video, in which order are the following tools used?\n(a) Cotton swabs.\n(b) Brush.\n(c) Iron scrubber.\n(d) Card.", "options": ["(a)(b)(d)(c).", "(b)(c)(a)(d).", "(b)(d)(a)(c).", "(d)(c)(a)(b)."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Temporal Reasoning", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 638.316553, "attack_pct": 0.935111978830515, "license": "unknown", "selection_order": 4297, "video": "videos/d04b3d88c8cadf9e803e439e8681842d7bb56925bd33400e414905162d863047.mp4", "video_id": "d04b3d88c8cadf9e803e439e8681842d7bb56925bd33400e414905162d863047"}
{"item_id": "ScaleLong_1241", "benchmark": "ScaleLong", "question": "What were Gwen's shoes like?", "options": ["Silver with a metallic sheen", "Red with a glossy finish", "White with a satin finish", "Black with a matte finish"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Clip", "scene_type": "music_dance_performance", "duration_group": ">30min", "duration_s": 3595.967375, "attack_pct": 0.7547437717826255, "license": "unknown", "selection_order": 4298, "video": "videos/c6d32a5f63440e3df9092aa461e9247861e9f66d0b7f19d9ca5ef28612b6feaf.mp4", "video_id": "c6d32a5f63440e3df9092aa461e9247861e9f66d0b7f19d9ca5ef28612b6feaf"}
{"item_id": "S-EMBER_4778", "benchmark": "S-EMBER", "question": "What was in the basket to the right of the potato basket?", "options": ["Carrots.", "Loaves of bread.", "Sweet potatoes.", "Yellow onions.", "Ears of corn."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "visual_detail_recall", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.6320672518394217, "license": "CC-BY-NC-4.0", "selection_order": 4304, "video": "videos/359bbf374592e58bb7d147af2817f52c3f668b9cd8cd6306ee78c1948a725513.mp4", "video_id": "359bbf374592e58bb7d147af2817f52c3f668b9cd8cd6306ee78c1948a725513"}
{"item_id": "VURB_32", "benchmark": "VURB", "question": "What tool do people use to pick up a sticky, white to transparent food substance?", "options": ["Chopsticks", "Spoon", "Spatulas", "Syringes"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Multiple Choice Question", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3148.08, "attack_pct": 0.8864318445850007, "license": "unknown", "selection_order": 4305, "video": "videos/16860aa6cb6997c2b76849c15cc1c727344f5a6f51528f9272e01713b59ced51.mp4", "video_id": "16860aa6cb6997c2b76849c15cc1c727344f5a6f51528f9272e01713b59ced51"}
{"item_id": "Video-MME-v2_1055", "benchmark": "Video-MME-v2", "question": "Among the needle felted crafts shown in the video, what is the style of the embroidery fabric background for the fluffy rabbit?", "options": ["Brown plaid fabric.", "Green striped fabric.", "Pink polka dot fabric.", "White floral patterned fabric.", "Plain blue fabric.", "Plain beige fabric.", "Brown and white striped fabric.", "Green gradient background."], "answer": "G", "answer_idx": 6, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 720.166893, "attack_pct": 0.3849312637149864, "license": "MIT", "selection_order": 4311, "video": "videos/c2626c753c8572241f526c4c55faab1a22385a5d031bf8de2f48b6bbcbcf056b.mp4", "video_id": "c2626c753c8572241f526c4c55faab1a22385a5d031bf8de2f48b6bbcbcf056b"}
{"item_id": "VSI-Super-Wild_201", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] At the indicated moment in this clip, which direction is the camera/person moving? (forward = the direction the camera is facing)", "options": ["forward", "left", "right", "backward"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VMR", "scene_type": "other", "duration_group": ">30min", "duration_s": 9132.3232, "attack_pct": 0.5814024783787273, "license": "unknown", "selection_order": 4312, "video": "videos/8a5c73010cd31102a3e2dc29f6a55246c642867c12e62630ad43be79b8b59dd0.mp4", "video_id": "8a5c73010cd31102a3e2dc29f6a55246c642867c12e62630ad43be79b8b59dd0"}
{"item_id": "Video-MME-v2_4", "benchmark": "Video-MME-v2", "question": "Within the first 15 seconds of the Green Level challenge, how many times in total did the man water the flowers?", "options": ["4.", "1.", "7.", "2.", "0.", "5.", "6.", "3."], "answer": "F", "answer_idx": 5, "n_options": 8, "chance": 0.125, "capability": "temporal", "task_class": "_none", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 642.774785, "attack_pct": 0.5543758874402994, "license": "MIT", "selection_order": 4318, "video": "videos/cfff7ec1a3b12cf9338a44a7fc4745905abb9d19a62c148343489a57990f8f7e.mp4", "video_id": "cfff7ec1a3b12cf9338a44a7fc4745905abb9d19a62c148343489a57990f8f7e"}
{"item_id": "V2P-Bench_904", "benchmark": "V2P-Bench", "question": "Where does the women marked with the blue doodle come from?", "options": ["Team Denmark.", "Team Poland.", "Team Germany.", "Team Jamaica."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "4", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 1858.827029, "attack_pct": 0.6046937524202918, "license": "CC-BY-NC-4.0", "selection_order": 4319, "video": "videos/8d5e1cb6f2c304f3ec26b6bf5a4dc9b85eda66796491114f4545cc9a69614075.mp4", "video_id": "8d5e1cb6f2c304f3ec26b6bf5a4dc9b85eda66796491114f4545cc9a69614075"}
{"item_id": "TimeScope_1282", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words.\\n\\nQuestion: What does the girl do after getting off the subway?", "options": ["working out at gym", "attending a class", "working at the office", "meeting with friends", "taking the plane", "visiting parents"], "answer": "A", "answer_idx": 0, "n_options": 6, "chance": 0.166667, "capability": "temporal", "task_class": "_none", "scene_type": "music_dance_performance", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.9151445720924228, "license": "unknown", "selection_order": 4325, "video": "videos/5906d36b9329f6c1ce3c2aa2a46a31e422033c3c0cc78117de9f6af19946336a.mp4", "video_id": "5906d36b9329f6c1ce3c2aa2a46a31e422033c3c0cc78117de9f6af19946336a"}
{"item_id": "HLV-1K_8753", "benchmark": "HLV-1K", "question": "At what time does the camera shift to an outdoor scene featuring a woman speaking using a microphone against a bright sky background?", "options": ["159.0 seconds.", "160.0 seconds.", "3635.0 seconds.", "3649.0 seconds."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "camera-direction", "scene_type": "video_games_software_ui", "duration_group": ">30min", "duration_s": 8515.059229, "attack_pct": 0.9427520330450496, "license": "MIT", "selection_order": 4326, "video": "videos/f34c7f4ddba8a4ca67aaeab25177d97b324a9198f7281aa7929373b4250dd158.mp4", "video_id": "f34c7f4ddba8a4ca67aaeab25177d97b324a9198f7281aa7929373b4250dd158"}
{"item_id": "LongVideoBench_485", "benchmark": "LongVideoBench", "question": "In a screen with a blue border, there is a highway. On the highway, many cars are parked. Two horses of different colors appear on the highway. What did the yellow-brown horse do the first time it appeared?", "options": ["Was hit by a white car", "Ran against the direction of the traffic flow", "Crossed the highway", "Was hit by a black car", "Ran in the direction of the traffic flow"], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "O2E", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 1299.464833, "attack_pct": 0.835920356266942, "license": "CC-BY-NC-SA-4.0", "selection_order": 4332, "video": "videos/e53d02224f1db206c118adc398adf99dd528ca97f33dda290fbe02976bc852cf.mp4", "video_id": "e53d02224f1db206c118adc398adf99dd528ca97f33dda290fbe02976bc852cf"}
{"item_id": "HLV-1K_8714", "benchmark": "HLV-1K", "question": "In which order do the events occur in the video from 2.0 to 4718.0 seconds?", "options": ["The dog is captured in motion on a striped mat, the dog shifts to various positions, the dog is gently touched by a hand, the dog is seen entering a crate, the dog is resting in a pink bed inside a metal crate, a person is holding a spiral-bound notebook, the person continues sketching in the notebook, the individual showcases a detailed drawing of human figures.", "The dog is captured in motion on a striped mat, the dog is gently touched by a hand, the dog shifts to various positions, the dog is seen entering a crate, the dog is resting in a pink bed inside a metal crate, a person is holding a spiral-bound notebook, the person continues sketching in the notebook, the individual showcases a detailed drawing of human figures.", "The dog is captured in motion on a striped mat, the dog shifts to various positions, the dog is seen entering a crate, the dog is gently touched by a hand, the dog is resting in a pink bed inside a metal crate, a person is holding a spiral-bound notebook, the person continues sketching in the notebook, the individual showcases a detailed drawing of human figures.", "The dog is captured in motion on a striped mat, the dog shifts to various positions, the dog is seen entering a crate, the dog is resting in a pink bed inside a metal crate, the dog is gently touched by a hand, a person is holding a spiral-bound notebook, the person continues sketching in the notebook, the individual showcases a detailed drawing of human figures."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "time-order", "scene_type": "animals_wildlife", "duration_group": ">30min", "duration_s": 4720.059501, "attack_pct": 0.8939186136568994, "license": "MIT", "selection_order": 4333, "video": "videos/d3b5f58223f3dbcb0a28e7875568008d33d7d6a820ea5a72394410a3a3482937.mp4", "video_id": "d3b5f58223f3dbcb0a28e7875568008d33d7d6a820ea5a72394410a3a3482937"}
{"item_id": "Video-MME_1515", "benchmark": "Video-MME", "question": "What is this video about?", "options": ["A live broadcast of an obstacle course show.", "Unable to determine.", "A critique of the dangers associated with obstacle courses shows.", "An analysis of each obstacle in an obstacle course show and the performance of the contestants."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Information Synopsis", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 810.051338, "attack_pct": 0.9927875306570284, "license": "unknown", "selection_order": 4339, "video": "videos/b15ea6540582ea7e9285493430521c31b5822c0a9137e151a08002f08143e9fc.mp4", "video_id": "b15ea6540582ea7e9285493430521c31b5822c0a9137e151a08002f08143e9fc"}
{"item_id": "ScaleLong_1007", "benchmark": "ScaleLong", "question": "How many prawns were placed on the grill pan with the steak?", "options": ["Three", "Four", "Five", "Two"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Shot", "scene_type": "cooking_food", "duration_group": ">30min", "duration_s": 5269.602936, "attack_pct": 0.7710565380147154, "license": "unknown", "selection_order": 4340, "video": "videos/553775ac2866535a9fc90c48f77da898930f1ec305dfe6314a35dcbb5471ba1b.mp4", "video_id": "553775ac2866535a9fc90c48f77da898930f1ec305dfe6314a35dcbb5471ba1b"}
{"item_id": "S-EMBER_3888", "benchmark": "S-EMBER", "question": "How long has it been since I last looked at Google images?", "options": ["It has been 1 minute and 45 seconds.", "It has been approximately 45 seconds.", "It has been a little under eight minutes.", "It has been only about 30 seconds.", "It has been just a few seconds."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 600.25, "attack_pct": 0.8479976119788305, "license": "CC-BY-NC-4.0", "selection_order": 4346, "video": "videos/3e6fe22aba7631af5e4cae52c3edd05d4bba40e81a51cec67d33adde121f2cc6.mp4", "video_id": "3e6fe22aba7631af5e4cae52c3edd05d4bba40e81a51cec67d33adde121f2cc6"}
{"item_id": "ScaleLong_1184", "benchmark": "ScaleLong", "question": "Who left the comment “hopefully I'll remember next Wednesday!”?", "options": ["Geanna Littlewhiteman", "Kay Tab", "Rhonda Payne", "Tiffany Wells"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Clip", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 6305.433333, "attack_pct": 0.6890005808700141, "license": "unknown", "selection_order": 4347, "video": "videos/90204d7df43e79a023683129217bc100a5b2e3bbfa761ca21ce41bbd5ec54a5d.mp4", "video_id": "90204d7df43e79a023683129217bc100a5b2e3bbfa761ca21ce41bbd5ec54a5d"}
{"item_id": "S-EMBER_5993", "benchmark": "S-EMBER", "question": "How many people walked past me outside before I entered the building?", "options": ["3 people.", "2 people.", "5 people.", "1 person.", "12 people."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.4298034723118626, "license": "CC-BY-NC-4.0", "selection_order": 4353, "video": "videos/214e90214f99350cd24e1b598f165fa871c464268a110f42250fda8f4318de40.mp4", "video_id": "214e90214f99350cd24e1b598f165fa871c464268a110f42250fda8f4318de40"}
{"item_id": "Video-MME-v2_2760", "benchmark": "Video-MME-v2", "question": "Which of the following statements most accurately describes the eyeliner technique explained in the video?", "options": ["Use the REPHR Brush 02 to softly blend the eyeliner near the outer corner of the eye.", "The eyeliner extends from the inner corner of the eye (the starting point of the eye fissure near the nose) to the outer corner of the eye (the starting point of the eye fissure near the temple), with a slight upward extension at the outer corner.", "Use the REPHR Brush 03 to extend the eyeliner outward along the lash line, keeping the line fine overall, and slightly elongate it at the outer corner to naturally define and lengthen the eye shape.", "The eyeliner is applied more intensely on the outer-corner side than on the inner-corner side.", "Use a finger to gently press and lift the eyelid near the lash line, then lightly dot the eyeliner along the roots of the lashes and draw short strokes toward the outer corner until the line extends to the outer eye.", "The eyeliner technique introduced in the video is also suitable for use with a liquid eyeliner pen.", "The outer corner can be gently smudged with a finger, as the warmth of the finger helps reactivate the formula.", "When blending the eyeliner with a brush, only blend the portion near the outer corner of the eye, keeping the eyeliner near the inner side extremely thin."], "answer": "D", "answer_idx": 3, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 962.861859, "attack_pct": 0.5626048793081193, "license": "MIT", "selection_order": 4360, "video": "videos/6e6dbd012ea8296ef4668ac973a91e7099e60d7a666a654ecd39cfbdb4abe1a8.mp4", "video_id": "6e6dbd012ea8296ef4668ac973a91e7099e60d7a666a654ecd39cfbdb4abe1a8"}
{"item_id": "HLV-1K_2063", "benchmark": "HLV-1K", "question": "How many times is the man seen wearing a two-tone shirt with green sleeves in the video from 12.0 to 2167.0 seconds?", "options": ["2 times.", "3 times.", "4 times.", "5 times."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "counting", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 2181.05034, "attack_pct": 0.8388650445333677, "license": "MIT", "selection_order": 4361, "video": "videos/0d3982619182d2d17804d644a6524a757e95cd64196c0ecb0350b7b31f0c7188.mp4", "video_id": "0d3982619182d2d17804d644a6524a757e95cd64196c0ecb0350b7b31f0c7188"}
{"item_id": "Video-MME_1789", "benchmark": "Video-MME", "question": "What is the usage of the thing that the girl take out from envelop?", "options": ["Identify herself.", "Buy food.", "Start elevator.", "Take money from bank."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Action Recognition", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 604.995918, "attack_pct": 0.9061088163159932, "license": "unknown", "selection_order": 4367, "video": "videos/1b42ce7bf2e6d7774eb0317e378547d95e887da9f5f656566fda419759263acb.mp4", "video_id": "1b42ce7bf2e6d7774eb0317e378547d95e887da9f5f656566fda419759263acb"}
{"item_id": "Video-MME_2527", "benchmark": "Video-MME", "question": "What is the most distinctive feature that sets \"Nothing new\" apart from the other categories?", "options": ["It includes an outfit with a hat, unlike any of the other categories.", "It focuses on vintage-inspired designs, unlike any of the other categories.", "It showcases outfits with bold and vibrant colors, unlike any of the other categories.", "It emphasizes minimalist and monochromatic styles, unlike any of the other categories."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Object Reasoning", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 1966.730159, "attack_pct": 0.7657803020524074, "license": "unknown", "selection_order": 4368, "video": "videos/a5ed8cf32466f95eed5c6ee7ad7853944277ec55840d096c136ebab39ba0a58f.mp4", "video_id": "a5ed8cf32466f95eed5c6ee7ad7853944277ec55840d096c136ebab39ba0a58f"}
{"item_id": "OVO-S-Bench_778", "benchmark": "OVO-S-Bench", "question": "(Question asked at 561.9 s into the video; 'current' refers to that moment.) What is the last indoor room type the person visited before going outdoors?", "options": ["The toilet", "The dining room", "The indoor garden", "The indoor stairs"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "2.3.1", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1219.4, "attack_pct": 0.8625435652510649, "license": "unknown", "selection_order": 4374, "video": "videos/7bc1c9aea48add92b849db682ce5bf1befb75a67ca470edd2e3644a7b71f382e.mp4", "video_id": "7bc1c9aea48add92b849db682ce5bf1befb75a67ca470edd2e3644a7b71f382e"}
{"item_id": "V2P-Bench_176", "benchmark": "V2P-Bench", "question": "How does the person enclosed by the rectangular frame leave the stage?", "options": ["She is carried down by the dancers", "She goes downstairs from one side of the stage", "She descends in the elevator on the stage", "She is hoisted off the stage by a wire"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "17", "scene_type": "music_dance_performance", "duration_group": ">30min", "duration_s": 5391.2859, "attack_pct": 0.9689315218794372, "license": "CC-BY-NC-4.0", "selection_order": 4375, "video": "videos/ce12843114eea0de296d706e1fb187282b1097c9f21776678448569f313a9db7.mp4", "video_id": "ce12843114eea0de296d706e1fb187282b1097c9f21776678448569f313a9db7"}
{"item_id": "Video-MME-v2_375", "benchmark": "Video-MME-v2", "question": "Which of the following best reflects the actual functional role of the man not wearing a tie, who is seated on the chair, during the negotiation?", "options": ["He leads structural decision-making by focusing on brand expansion and market integration.", "He adopts a wait-and-see strategy in competitive alliances and occupies a peripheral role.", "He maintains order in the discussion with a serious and restrained demeanor, acting as a coordinator in the negotiation.", "He focuses on food taste and user experience, representing a consumer-perspective evaluation role.", "He bases decisions primarily on rational calculations and financial modeling, emphasizing return cycles and equity dilution.", "He does not dominate decision-making, but expresses his stance at key moments, exerting indirect influence on the final judgment.", "He influences others' judgments through personal charisma, mainly taking on an opinion-guiding role.", "He follows others' judgments and acts as a structural decision follower."], "answer": "A", "answer_idx": 0, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 857.280726, "attack_pct": 0.5791435394346198, "license": "MIT", "selection_order": 4381, "video": "videos/6f22cb36de47163adb815dc81454083946c0831d817e8abc8441651e32c29172.mp4", "video_id": "6f22cb36de47163adb815dc81454083946c0831d817e8abc8441651e32c29172"}
{"item_id": "Video-MME-v2_429", "benchmark": "Video-MME-v2", "question": "How many times did the video demonstrate the action corresponding to \"MY LITTLE\" when teaching Section 1?", "options": ["4.", "2.", "5.", "6.", "8.", "3.", "1.", "7."], "answer": "D", "answer_idx": 3, "n_options": 8, "chance": 0.125, "capability": "temporal", "task_class": "_none", "scene_type": "music_dance_performance", "duration_group": "10-30min", "duration_s": 768.859138, "attack_pct": 0.8704982573899575, "license": "MIT", "selection_order": 4388, "video": "videos/a96f47e8e2e134543d10b66961efae0254c73819e07b5d3c9d857945d225af39.mp4", "video_id": "a96f47e8e2e134543d10b66961efae0254c73819e07b5d3c9d857945d225af39"}
{"item_id": "VSI-Super-Wild_17", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] Here are 4 frames captured at different moments in the video. Each frame is shown from a slightly rotated viewpoint (30-60 degrees). Choose the option listing the frames by capture time, from first to last.", "options": ["Frame 2 → Frame 1 → Frame 4 → Frame 3", "Frame 3 → Frame 4 → Frame 2 → Frame 1", "Frame 2 → Frame 4 → Frame 1 → Frame 3", "Frame 3 → Frame 1 → Frame 2 → Frame 4"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VPO", "scene_type": "other", "duration_group": ">30min", "duration_s": 7544.2367, "attack_pct": 0.590954563056667, "license": "unknown", "selection_order": 4389, "video": "videos/64296cc6474719dea5817c8cc3763904bb4064286cb33a0a94f7df3db900efbf.mp4", "video_id": "64296cc6474719dea5817c8cc3763904bb4064286cb33a0a94f7df3db900efbf"}
{"item_id": "Video-MME-v2_1353", "benchmark": "Video-MME-v2", "question": "When the guest is about to leave the stage, what kind of interaction pattern does the host use?", "options": ["The host invited the audience to give the guest another round of applause.", "The host and the guest made a joke, which amused the audience.", "Picked up the items on the table and introduced them briefly.", "The host invites the children present to step forward, present a hand-drawn card to the guest, and then bid farewell to the guest.", "The host personally escorts the guest off the stage.", "The host displayed the daily life of the guest on the big screen.", "The host shakes hands with the guest, and then the guest leaves.", "The host hugged the guest, and then the guest left the stage."], "answer": "C", "answer_idx": 2, "n_options": 8, "chance": 0.125, "capability": "long_video", "task_class": "_none", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 772.219501, "attack_pct": 0.3086356008777591, "license": "MIT", "selection_order": 4395, "video": "videos/974e5a65a1db75011bc6267e1a636cae4937ae71d0b91d71c0cdb6b7e85d0083.mp4", "video_id": "974e5a65a1db75011bc6267e1a636cae4937ae71d0b91d71c0cdb6b7e85d0083"}
{"item_id": "Video-MME-v2_1779", "benchmark": "Video-MME-v2", "question": "In that same last instance, what final position did the second person who overtook the video recorder ultimately finish in?", "options": ["4th.", "6th.", "1st.", "3rd.", "2nd.", "7th.", "8th.", "5th."], "answer": "H", "answer_idx": 7, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 813.511111, "attack_pct": 0.631026526397315, "license": "MIT", "selection_order": 4402, "video": "videos/7b5d86bcd3ebf32f49ec4e350464932a2bba5d4f1d28e2f1ab51979c0cb19c83.mp4", "video_id": "7b5d86bcd3ebf32f49ec4e350464932a2bba5d4f1d28e2f1ab51979c0cb19c83"}
{"item_id": "HLV-1K_1170", "benchmark": "HLV-1K", "question": "Where is the boy positioned in the frame at 1443.0 seconds?", "options": ["Towards the right side of the frame.", "Towards the center of the frame.", "Towards the left side of the frame.", "In the background."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "spatial-relationship", "scene_type": "video_games_software_ui", "duration_group": ">30min", "duration_s": 1800.521723, "attack_pct": 0.826852329934168, "license": "MIT", "selection_order": 4403, "video": "videos/ba11d961dfa7371970f54976d5c79ebd6ed77c7b37cc1c39b4eeadea331d8961.mp4", "video_id": "ba11d961dfa7371970f54976d5c79ebd6ed77c7b37cc1c39b4eeadea331d8961"}
{"item_id": "S-EMBER_5965", "benchmark": "S-EMBER", "question": "What was the question on the page immediately after, \"How long do you want your workouts to be\"?", "options": ["What is your work schedule like?", "How would you describe your typical day?", "What type of equipment do you have access to?", "How many times per week would you like to workout?", "How are your energy levels during the day?"], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "visual_detail_recall", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.8648186394733445, "license": "CC-BY-NC-4.0", "selection_order": 4409, "video": "videos/cb91ca970c599127adace646de9d2320f0bd2d82b02d5459cfe1f1c91c201418.mp4", "video_id": "cb91ca970c599127adace646de9d2320f0bd2d82b02d5459cfe1f1c91c201418"}
{"item_id": "V2P-Bench_905", "benchmark": "V2P-Bench", "question": "What drink isn't used by the woman pointed by the arrow?", "options": ["Beer", "Coke.", "Vodka.", "Mandorla."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "1", "scene_type": "cooking_food", "duration_group": ">30min", "duration_s": 2047.558821, "attack_pct": 0.872854008003098, "license": "CC-BY-NC-4.0", "selection_order": 4410, "video": "videos/01229fd6bf46c182df99904711eb0e90a01abb44bd53caacc3c38421029b0e5f.mp4", "video_id": "01229fd6bf46c182df99904711eb0e90a01abb44bd53caacc3c38421029b0e5f"}
{"item_id": "Video-MME-v2_920", "benchmark": "Video-MME-v2", "question": "After the flour is placed on the cutting board, which of the following options correctly identifies the order in which the following tools are first used to make the dough?", "options": ["Mixer, fork, dough scraper.", "Fork, dough scraper, glass bowl.", "Fork, dough scraper, mixer.", "Dough scraper, fork, mixer.", "Glass bowl, fork, dough scraper.", "Dough scraper, fork, glass bowl.", "Glass bowl, fork, mixer.", "Dough scraper, glass bowl, fork."], "answer": "E", "answer_idx": 4, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 610.986667, "attack_pct": 0.852902736543178, "license": "MIT", "selection_order": 4416, "video": "videos/3f9638a767897b2196d422b344f65a7820c2ba32841fdc05605e53597dca3d40.mp4", "video_id": "3f9638a767897b2196d422b344f65a7820c2ba32841fdc05605e53597dca3d40"}
{"item_id": "TimeScope_0", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["fig, lemon, apple", "date, apple, kiwi", "lemon, grape, date", "elderberry, raspberry, date", "apple, ugli, lemon", "banana, kiwi, kiwi"], "answer": "B", "answer_idx": 1, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 10800.0, "attack_pct": 0.7938072802375113, "license": "unknown", "selection_order": 4417, "video": "videos/9a5b241d6fca9c7e2dd5e2162a9fe69356587c1be410918d7f62e0aeedfc1201.mp4", "video_id": "9a5b241d6fca9c7e2dd5e2162a9fe69356587c1be410918d7f62e0aeedfc1201"}
{"item_id": "VideoKR_1457", "benchmark": "VideoKR", "question": "Using the labeled power input and efficiency value, which option matches the upward energy transfer rate?", "options": ["5 hp", "2.4 hp", "12 hp", "7.4 hp"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 781.7, "attack_pct": 0.7622144055763521, "license": "Apache-2.0", "selection_order": 4423, "video": "videos/967a40bdb11df110e8a7123f493367994b1d6dd1752aeed107d00cf0d9dc0424.mp4", "video_id": "967a40bdb11df110e8a7123f493367994b1d6dd1752aeed107d00cf0d9dc0424"}
{"item_id": "ScaleLong_1627", "benchmark": "ScaleLong", "question": "The core character of this video is most likely are", "options": ["fiends", "couples", "collegues", "roommate"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Video Story", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 3620.850567, "attack_pct": 0.3492965018716922, "license": "unknown", "selection_order": 4424, "video": "videos/f88c44640454f8f52dbfb5fddd6577e6ca29615650629bc8b2f088eace49669b.mp4", "video_id": "f88c44640454f8f52dbfb5fddd6577e6ca29615650629bc8b2f088eace49669b"}
{"item_id": "Video-MME-v2_2255", "benchmark": "Video-MME-v2", "question": "What turning point led to the resolution of the danger, thereby allowing the lamb to be delivered successfully?", "options": ["The approach of the flock calmed the ewe emotionally; their collective presence eased her fear and tension.", "The ewe briefly lost consciousness, which paradoxically relaxed her body and created the conditions for the lamb's delivery.", "Just as the ewe was about to give up struggling, timely external intervention corrected the fetal position, finally freeing the trapped life.", "The turning point wasn't rooted in the ewe herself; rather, a camera cut compressed time, omitting the most difficult part of the process.", "At a critical moment, the lamb itself adjusted its posture, escaping the initially obstructed and dangerous position.", "The protagonist's touch did not directly assist in the birth but instead triggered an instinctive memory reflex within the ewe.", "The shepherd rammed a lion into a crevice between rocks.", "A sudden environmental sound jolted the ewe out of her stalled state, allowing her to resume the rhythm of labor."], "answer": "G", "answer_idx": 6, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 619.39229, "attack_pct": 0.1786497999225506, "license": "MIT", "selection_order": 4430, "video": "videos/d3a2ea756449fd17bd675143d52eb6940a47168997e7a8ac6957ca9f8ca877e9.mp4", "video_id": "d3a2ea756449fd17bd675143d52eb6940a47168997e7a8ac6957ca9f8ca877e9"}
{"item_id": "HourVideo_294", "benchmark": "HourVideo", "question": "Was more time dedicated to handling various electronic components like USB connectors and audio jack boards or to connecting wires to the system board and securing them?", "options": ["Connecting wires to the system board took longer", "Handling various electronic components was twice as quick as connecting wires", "Connecting wires was done in a third of the time compared to handling components", "Handling various electronic components took longer", "The time spent on both activities was the same"], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "reasoning/temporal/duration", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 2783.466667, "attack_pct": 0.1944220343358719, "license": "Apache-2.0", "selection_order": 4431, "video": "videos/6b2982f267293817398863fd1e27fd646c5f6456c149b69f1b5d298116ccb768.mp4", "video_id": "6b2982f267293817398863fd1e27fd646c5f6456c149b69f1b5d298116ccb768"}
{"item_id": "S-EMBER_242", "benchmark": "S-EMBER", "question": "Where did I leave the blue cable I unplugged earlier?", "options": ["On the dark blue cushion on the floor near the outlet.", "On the floor near the bed, next to the striped rug.", "On the desk next to the laptop and the power outlet.", "On the bare floor right below the wall outlet.", "At the bottom of the bed, between two piles of clothes."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "location_trace", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.1316961404414612, "license": "CC-BY-NC-4.0", "selection_order": 4437, "video": "videos/2ab144f896f9cc22e570ef26b0a9cb5946524bd7794d3d304797ccaf1ae0a2c4.mp4", "video_id": "2ab144f896f9cc22e570ef26b0a9cb5946524bd7794d3d304797ccaf1ae0a2c4"}
{"item_id": "HLV-1K_3738", "benchmark": "HLV-1K", "question": "What is the woman holding close to her chest at 1586.0 seconds into the video?", "options": ["A book.", "A guitar.", "A pillow.", "A cat."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object understanding", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 2518.389841, "attack_pct": 0.4360720278817607, "license": "MIT", "selection_order": 4438, "video": "videos/9f5018e7597e7b17e939ccf3cb56cdc771550a5502e8a7cca4e5db6e846526f2.mp4", "video_id": "9f5018e7597e7b17e939ccf3cb56cdc771550a5502e8a7cca4e5db6e846526f2"}
{"item_id": "Video-MME-v2_1059", "benchmark": "Video-MME-v2", "question": "In the video, what color is the \"Banshee\" font on the black hoodie near the red-black plaid Santa hat?", "options": ["Red.", "White.", "Blue.", "Green.", "Yellow.", "Grey.", "Pink.", "Purple."], "answer": "D", "answer_idx": 3, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 1166.686621, "attack_pct": 0.5799422357041435, "license": "MIT", "selection_order": 4444, "video": "videos/904c9fb20e34d1bb72fef4b90691cf553d6a036cbe66ef6254043738416f6707.mp4", "video_id": "904c9fb20e34d1bb72fef4b90691cf553d6a036cbe66ef6254043738416f6707"}
{"item_id": "Video-MME_2373", "benchmark": "Video-MME", "question": "How many magic shows are included in this video?", "options": ["10.", "9.", "8.", "7."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "Counting Problem", "scene_type": "music_dance_performance", "duration_group": ">30min", "duration_s": 2038.01542, "attack_pct": 0.7396814896088808, "license": "unknown", "selection_order": 4445, "video": "videos/c096dbbca35b2ccb415ad4855e430df365d01c433f56e8257ec06d2dd466d220.mp4", "video_id": "c096dbbca35b2ccb415ad4855e430df365d01c433f56e8257ec06d2dd466d220"}
{"item_id": "TimeScope_1274", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words.\\n\\nQuestion: What does the girl do after getting off the subway?", "options": ["working out at gym", "attending a class", "working at the office", "meeting with friends", "taking the plane", "visiting parents"], "answer": "A", "answer_idx": 0, "n_options": 6, "chance": 0.166667, "capability": "temporal", "task_class": "_none", "scene_type": "music_dance_performance", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.9217196979475926, "license": "unknown", "selection_order": 4451, "video": "videos/da0ad3e426449101530e23fc1442fb6db7022816a4febbe93e9392ea9f425a5c.mp4", "video_id": "da0ad3e426449101530e23fc1442fb6db7022816a4febbe93e9392ea9f425a5c"}
{"item_id": "Video-MME_1823", "benchmark": "Video-MME", "question": "According to what is shown in the video, which is the most important element that makes it difficult to dive into Lake Nasser to find the lost fort?", "options": ["Sediment that makes the waters turbid.", "The depth of the lake.", "The Crocodiles.", "Its accurate location is unknown."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Object Reasoning", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2842.052789, "attack_pct": 0.3221246934297147, "license": "unknown", "selection_order": 4452, "video": "videos/80c47ceb3ab0864c87ac65843de439d9cd54b50eda52941e40040aa0391a8567.mp4", "video_id": "80c47ceb3ab0864c87ac65843de439d9cd54b50eda52941e40040aa0391a8567"}
{"item_id": "LongVideoBench_873", "benchmark": "LongVideoBench", "question": "In a scene with two display screens in the background, a man in a black coat is holding a blue book with a black cap in his left hand. In which of the following scenarios does this book appear?", "options": ["On a black keyboard", "On a piano key", "On a white bookshelf", "On an olive-colored desk"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "SOS", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 1071.804067, "attack_pct": 0.8734752162127275, "license": "CC-BY-NC-SA-4.0", "selection_order": 4458, "video": "videos/0890efa375fa2898708e59bd00df1fdf3991bd8888800154894c1a452e56927f.mp4", "video_id": "0890efa375fa2898708e59bd00df1fdf3991bd8888800154894c1a452e56927f"}
{"item_id": "VSI-Super-Wild_1358", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] Here are 4 frames captured at different moments in the video. Each frame is shown from a slightly rotated viewpoint (30-60 degrees). Choose the option listing the frames by capture time, from first to last.", "options": ["Frame 2 → Frame 3 → Frame 4 → Frame 1", "Frame 2 → Frame 4 → Frame 3 → Frame 1", "Frame 3 → Frame 2 → Frame 1 → Frame 4", "Frame 4 → Frame 1 → Frame 3 → Frame 2"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VPO", "scene_type": "other", "duration_group": ">30min", "duration_s": 2829.993833, "attack_pct": 0.595569252613915, "license": "unknown", "selection_order": 4459, "video": "videos/5653a124a0bae9d460b11237bdd67e512630af9081d4b30386c497767b16b439.mp4", "video_id": "5653a124a0bae9d460b11237bdd67e512630af9081d4b30386c497767b16b439"}
{"item_id": "S-EMBER_224", "benchmark": "S-EMBER", "question": "How many items have I taken out of the purple bag so far?", "options": ["You have taken out five items so far, including two books, a pen, and two bottles.", "You have taken out two items so far: a colorful notebook and a brown glass bottle.", "You have taken out four items so far, mainly consisting of several different types of bottles.", "You have taken out three items, specifically a cluster of three bottles from the purple bag.", "You have taken out six items so far, including a notebook, a book, a pen, and three bottles."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "counting_objects_events", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.7904511423776945, "license": "CC-BY-NC-4.0", "selection_order": 4465, "video": "videos/3a88b35e4be4c0d935159758cafbf07dc006f9482ce63c0a6d4c0b708c271f8c.mp4", "video_id": "3a88b35e4be4c0d935159758cafbf07dc006f9482ce63c0a6d4c0b708c271f8c"}
{"item_id": "Video-MME_2321", "benchmark": "Video-MME", "question": "Which is the correct characteristic of Shaw, the player from Britain who is wearing black shirts and pants?", "options": ["He is right-handed.", "He has a beer belly.", "He wins the second round.", "He has black hair."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Object Reasoning", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 2387.661497, "attack_pct": 0.5765215567316381, "license": "unknown", "selection_order": 4466, "video": "videos/2dbb42691286c534f7cd42b36816be835c6b88aac14e7aa9948d3c30962c91a6.mp4", "video_id": "2dbb42691286c534f7cd42b36816be835c6b88aac14e7aa9948d3c30962c91a6"}
{"item_id": "S-EMBER_6285", "benchmark": "S-EMBER", "question": "What color was the bracelet on my right arm?", "options": ["Black", "Silver", "Red or pink", "Not visible", "White"], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "visual_detail_recall", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 600.083333, "attack_pct": 0.8747741061055893, "license": "CC-BY-NC-4.0", "selection_order": 4472, "video": "videos/5ca4021b1d9df329d31f85ffdfad1303a0d7fd85166192fd5850883595d74f91.mp4", "video_id": "5ca4021b1d9df329d31f85ffdfad1303a0d7fd85166192fd5850883595d74f91"}
{"item_id": "Video-MME_1854", "benchmark": "Video-MME", "question": "How many colors of glaze are used in the video?", "options": ["Five.", "Four.", "Three.", "Two."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Counting Problem", "scene_type": "cooking_food", "duration_group": ">30min", "duration_s": 1980.174512, "attack_pct": 0.8408738866658061, "license": "unknown", "selection_order": 4473, "video": "videos/a6f679baee9e151f70046eefcb3b1d643072b3c785b779fa0b9479172334da47.mp4", "video_id": "a6f679baee9e151f70046eefcb3b1d643072b3c785b779fa0b9479172334da47"}
{"item_id": "S-EMBER_9347", "benchmark": "S-EMBER", "question": "How many pancakes have I flipped so far?", "options": ["Four pancakes.", "One pancake.", "Two pancakes.", "Three pancakes.", "Zero pancakes."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.4594923841487027, "license": "CC-BY-NC-4.0", "selection_order": 4479, "video": "videos/2448b79c9e03d0d4dc140bb67b64c1b0d23927d22b94b0a320435dfce9f7a5fb.mp4", "video_id": "2448b79c9e03d0d4dc140bb67b64c1b0d23927d22b94b0a320435dfce9f7a5fb"}
{"item_id": "V2P-Bench_1039", "benchmark": "V2P-Bench", "question": "In which order are the following steps to recover the cube in the red box?", "options": ["Solving the middle layer.", "Matching corner pieces with the center.", "Solving the yellow.", "Solving the white.", "Solving the cube.\nA: (b)(c)(a)(d)(d).\nB: (d)(a)(c)(b)(e).\nC: (a)(c)(b)(d)(e).\nD: (b)(d)(a)(c)(e)."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "4", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 2428.482177, "attack_pct": 0.943849231960759, "license": "CC-BY-NC-4.0", "selection_order": 4480, "video": "videos/bbfc630ae4e02c651c3e9a42398f4d597dad2332bdd9cb8f382ef64cfbb26ac4.mp4", "video_id": "bbfc630ae4e02c651c3e9a42398f4d597dad2332bdd9cb8f382ef64cfbb26ac4"}
{"item_id": "validation_Computer_Science_10:Perception", "benchmark": "VideoMMMU", "question": "At 4:11, in the graph shown, the edge between vertices ______(1) and ______(2) has weight ______(3) according to the adjacency matrix.", "options": ["0, 1, 4", "1, 2, 3", "3, 4, 2", "1, 3, 2", "2, 4, 0", "2, 3, 8", "0, 2, 5", "1, 4, 2", "0, 3, 2", "2, 1, 3"], "answer": "F", "answer_idx": 5, "n_options": 10, "chance": 0.1, "capability": "grounding", "task_class": "Perception", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 792.8, "attack_pct": 0.6680811927197625, "license": "unknown", "selection_order": 4486, "video": "videos/5dee78415d70b9b0185103d137b88a0cd87e220cde45072901ad3075a04b3903.mp4", "video_id": "5dee78415d70b9b0185103d137b88a0cd87e220cde45072901ad3075a04b3903"}
{"item_id": "V2P-Bench_45", "benchmark": "V2P-Bench", "question": "What does the  girl labeled with the number 1 do?", "options": ["They are bowing", "They are hugging", "They are dancing", "They are shaking hands"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "11", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 4979.72, "attack_pct": 0.588469730218149, "license": "CC-BY-NC-4.0", "selection_order": 4487, "video": "videos/69705bb8caad45d85e859e35176a6e96b03b9ef0cf006d376ec25f67eaa4f65c.mp4", "video_id": "69705bb8caad45d85e859e35176a6e96b03b9ef0cf006d376ec25f67eaa4f65c"}
{"item_id": "VideoEval-Pro_247", "benchmark": "VideoEval-Pro", "question": "In this video, how many instances are there of the 'pole vault' action scene in total?", "options": ["1", "6", "3", "5", "0", "2"], "answer": "F", "answer_idx": 5, "n_options": 6, "chance": 0.166667, "capability": "temporal", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 613.013013, "attack_pct": 0.6089131276623209, "license": "unknown", "selection_order": 4493, "video": "videos/e6ac563bc14bf77179a71f58256caa15a7e7f0b2693c5beaab32634d624f0753.mp4", "video_id": "e6ac563bc14bf77179a71f58256caa15a7e7f0b2693c5beaab32634d624f0753"}
{"item_id": "Video-MME-v2_1012", "benchmark": "Video-MME-v2", "question": "In the opening segment of the video, which sequence describes the order in which these items first appeared?", "options": ["Bird plush keychain -> Brown plush monkey keychain -> Driver's license -> Orange and white plush toy with a sprout on its head.", "Driver's license -> Bird plush keychain -> Brown plush monkey keychain -> Orange and white plush toy with a sprout on its head.", "Driver's license -> Bird plush keychain -> Orange and white plush toy with a sprout on its head -> Brown plush monkey keychain.", "Brown plush monkey keychain -> Bird plush keychain -> Orange and white plush toy with a sprout on its head -> Driver's license.", "Bird plush keychain -> Brown plush monkey keychain -> Orange and white plush toy with a sprout on its head -> Driver's license.", "Driver's license -> Brown plush monkey keychain -> Bird plush keychain -> Orange and white plush toy with a sprout on its head.", "Orange and white plush toy with a sprout on its head -> Driver's license -> Brown plush monkey keychain -> Bird plush keychain.", "Orange and white plush toy with a sprout on its head -> Bird plush keychain -> Driver's license -> Brown plush monkey keychain."], "answer": "G", "answer_idx": 6, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 726.738141, "attack_pct": 0.4587017555182651, "license": "MIT", "selection_order": 4500, "video": "videos/047c370a0e26b82702c1c59ab716529c65d32febe66e52ff079a6527e002b72a.mp4", "video_id": "047c370a0e26b82702c1c59ab716529c65d32febe66e52ff079a6527e002b72a"}
{"item_id": "ScaleLong_267", "benchmark": "ScaleLong", "question": "What did the barber do after washing his hair and before blow-drying it?", "options": ["Head cooling spray, Massaging, shaving, and facial cleaning.", "Head cooling spray, facial cleaning, shaving, and massaging.", "Head cooling spray, shaving, massaging, and  facial cleaning.", "Head cooling spray, shaving, facial cleaning, and massaging."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "Video Story", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 3644.599292, "attack_pct": 0.7208596876210146, "license": "unknown", "selection_order": 4501, "video": "videos/54f426b9896eca5ad6e81341031c7e4dfa218a3aebfd1de00402cacea2c9f79c.mp4", "video_id": "54f426b9896eca5ad6e81341031c7e4dfa218a3aebfd1de00402cacea2c9f79c"}
{"item_id": "Video-MME-v2_1932", "benchmark": "Video-MME-v2", "question": "In the video, which gate did the man go to for his flight to South Africa?", "options": ["A16.", "B32.", "G8.", "D5.", "E18.", "In the video, the man went to Gate A24 for his flight to South Africa.", "C21.", "F12."], "answer": "B", "answer_idx": 1, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 991.097324, "attack_pct": 0.5873079901897509, "license": "MIT", "selection_order": 4507, "video": "videos/309e5a868e4130016a6e351429b734811b561d5ae35e53f820c336bdb1618464.mp4", "video_id": "309e5a868e4130016a6e351429b734811b561d5ae35e53f820c336bdb1618464"}
{"item_id": "Video-MME-v2_428", "benchmark": "Video-MME-v2", "question": "How many times did the video demonstrate the action corresponding to \"soda pop\" when teaching Section 1?", "options": ["3.", "5.", "2.", "4.", "6.", "7.", "1.", "8."], "answer": "E", "answer_idx": 4, "n_options": 8, "chance": 0.125, "capability": "temporal", "task_class": "_none", "scene_type": "music_dance_performance", "duration_group": "10-30min", "duration_s": 768.859138, "attack_pct": 0.8887795275590551, "license": "MIT", "selection_order": 4514, "video": "videos/a96f47e8e2e134543d10b66961efae0254c73819e07b5d3c9d857945d225af39.mp4", "video_id": "a96f47e8e2e134543d10b66961efae0254c73819e07b5d3c9d857945d225af39"}
{"item_id": "VideoEval-Pro_881", "benchmark": "VideoEval-Pro", "question": "How many people are interviewed in the M.I.T. AI Lab for using AI to learn about cancer detection with mammogram data?", "options": ["0", "2", "1", "3"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "_none", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 6856.504308, "attack_pct": 0.8535078094746353, "license": "unknown", "selection_order": 4515, "video": "videos/77eed8270e0dfc1a5bdc3fd73f26339eea021ef53bb8c9fea8ac2ed12f413cde.mp4", "video_id": "77eed8270e0dfc1a5bdc3fd73f26339eea021ef53bb8c9fea8ac2ed12f413cde"}
{"item_id": "Video-MME-v2_1989", "benchmark": "Video-MME-v2", "question": "In this discussion about \"free will,\" what key role does the man in the middle play in the group interaction?", "options": ["He operates as an agenda-setter, subtly reshaping the group's focus by continuously summarizing others' points and redirecting the conversation.", "He represents the perspective of the general public, using everyday examples to make complex concepts easier to understand.", "He acts as a neutral moderator, primarily managing the flow of conversation and speaking time, and guiding others to express their views.", "He acts as a mood regulator, leveraging his comedic background to inject humor during dense scientific explanations and keep the tone light and engaging.", "He plays the role of a designated contrarian, consistently challenging the experts' scientific claims to create tension and stimulate a more structured adversarial debate.", "He serves as a fact-checker, verifying scientific claims in real time and correcting potential inaccuracies in others' statements.", "The man in the middle plays the key role of facilitator and moderator, guiding the discussion by posing questions, synthesizing viewpoints, and balancing the conversational flow between the other two participants.", "He functions as a philosophical expert, introducing complex ethical dilemmas to challenge the purely scientific frameworks proposed by others and steering the discussion toward deeper philosophical reflection."], "answer": "B", "answer_idx": 1, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 919.0, "attack_pct": 0.3780334322963727, "license": "MIT", "selection_order": 4521, "video": "videos/23cac85e80caab948a8fbf2a1520a5e19f371f11204fceef817431541f87bb90.mp4", "video_id": "23cac85e80caab948a8fbf2a1520a5e19f371f11204fceef817431541f87bb90"}
{"item_id": "VSI-Super-Wild_3027", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] At the indicated moment in this clip, which direction is the camera/person moving? (forward = the direction the camera is facing)", "options": ["backward", "right", "forward", "left"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VMR", "scene_type": "other", "duration_group": ">30min", "duration_s": 2281.641555, "attack_pct": 0.6626758745320769, "license": "unknown", "selection_order": 4522, "video": "videos/9003bd972f0cf5df763832870edb7e0f62a3bb0a5458f904b233bac8b3063de8.mp4", "video_id": "9003bd972f0cf5df763832870edb7e0f62a3bb0a5458f904b233bac8b3063de8"}
{"item_id": "Video-MME-v2_2734", "benchmark": "Video-MME-v2", "question": "When the score is Japan 1 set 15 points, Libya 0 sets 12 points, if the Japanese server keeps the same serving direction but slightly reduces the serving power, which of the following outcomes is most likely to occur?", "options": ["White No. 8 dives forward to his right and successfully makes the serve receive.", "White No. 10 delivers a perfect serve receive.", "White No. 6 dives forward to his right and successfully makes the serve receive.", "White No. 14 dives forward to his left and successfully makes the serve receive.", "White No. 2 makes an overpass on the serve receive.", "White No. 2 delivers a perfect serve receive.", "White No. 8 delivers a perfect serve receive.", "White No. 6 dives straight forward and successfully makes the serve receive."], "answer": "B", "answer_idx": 1, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 653.455964, "attack_pct": 0.64083677552601, "license": "MIT", "selection_order": 4528, "video": "videos/70a65f0a33d25e04e8c33175e133ff0bce7cb2e9e71d63c7e37120f08d6e049d.mp4", "video_id": "70a65f0a33d25e04e8c33175e133ff0bce7cb2e9e71d63c7e37120f08d6e049d"}
{"item_id": "VideoEval-Pro_845", "benchmark": "VideoEval-Pro", "question": "What is the score of the champion?", "options": ["27:30.42", "27:30.90", "29:32.12", "27:01.17"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "_none", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 2396.76, "attack_pct": 0.8493368400671227, "license": "unknown", "selection_order": 4529, "video": "videos/70f8a2e0b66c8007dff95f6c0033828da616ff7f3df76ea63f752f30c08e41fe.mp4", "video_id": "70f8a2e0b66c8007dff95f6c0033828da616ff7f3df76ea63f752f30c08e41fe"}
{"item_id": "S-EMBER_3964", "benchmark": "S-EMBER", "question": "How many times have I pointed at the screen so far?", "options": ["2 times.", "3 times.", "1 time.", "4 times.", "0 times."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.8972505485994579, "license": "CC-BY-NC-4.0", "selection_order": 4535, "video": "videos/deff7f551a51bc770a2e97b7bb198cc7a8334cebd84235e810d9c8f99c504a46.mp4", "video_id": "deff7f551a51bc770a2e97b7bb198cc7a8334cebd84235e810d9c8f99c504a46"}
{"item_id": "HLV-1K_5350", "benchmark": "HLV-1K", "question": "Which activity is performed faster in the kitchen between 11.0 and 1824.0 seconds?", "options": ["Chopping vegetables.", "Stirring a pot on the stove.", "Preparing food on trays.", "Handling a large silver pot on the stove."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "speed", "scene_type": "cooking_food", "duration_group": ">30min", "duration_s": 1831.009524, "attack_pct": 0.830313347102104, "license": "MIT", "selection_order": 4536, "video": "videos/774ddf6bae389012d6ae4776af18af2409bd2d40cb7c2ad92aa90f0afbe713b8.mp4", "video_id": "774ddf6bae389012d6ae4776af18af2409bd2d40cb7c2ad92aa90f0afbe713b8"}
{"item_id": "Video-MME-v2_1110", "benchmark": "Video-MME-v2", "question": "When does the action of \"scooping ice cubes into the blender pitcher\" occur during the preparation of the 10th order?", "options": ["Before all preparation steps, as the very first action of order 10.", "Immediately after pouring soy milk into the measuring cup.", "Immediately after covering the blender pitcher with the lid.", "Immediately after pouring the blended Frappuccino into the plastic cup.", "Immediately after pumping pistachio syrup/sauce into the blender pitcher.", "Immediately after squeezing whipped cream onto the top of the drink.", "Immediately at the moment the blender is turned on for blending.", "Immediately after pouring the liquid mixed with milk and base from the measuring cup into the blender pitcher."], "answer": "A", "answer_idx": 0, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 1046.198277, "attack_pct": 0.8542580999096424, "license": "MIT", "selection_order": 4542, "video": "videos/b63b5128854cba27a9508401b47191cfe4613d780bedf3d3fd8275090e05dbe8.mp4", "video_id": "b63b5128854cba27a9508401b47191cfe4613d780bedf3d3fd8275090e05dbe8"}
{"item_id": "Video-MME_2042", "benchmark": "Video-MME", "question": "When was the first blue LED created in the video?", "options": ["1962.", "1972.", "1982.", "1992."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Temporal Reasoning", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 2024.153107, "attack_pct": 0.947221505098748, "license": "unknown", "selection_order": 4543, "video": "videos/14bdd5ecb3edf887587a2820b42d04a3f394e1d2f5e5b39cfdcbead0b865cc58.mp4", "video_id": "14bdd5ecb3edf887587a2820b42d04a3f394e1d2f5e5b39cfdcbead0b865cc58"}
{"item_id": "LongVideoBench_491", "benchmark": "LongVideoBench", "question": "On a white screen, there are many letters written, and at the bottom, there is also a blue arrow drawn. A hand is holding a pen. After the text 'topological sort' appears on the screen, what does the hand holding the pen do?", "options": ["Draws a blue question mark on the white screen", "Draws a blue arrow on the white screen", "Draws an orange arrow on the white screen", "Writes the black text 'Not' on the white screen", "Draws a black line on the white screen"], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "T3E", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 1078.0, "attack_pct": 0.7896766490254292, "license": "CC-BY-NC-SA-4.0", "selection_order": 4549, "video": "videos/81d56a07f6d4e82e2ff97cd6cf9deed6d80477cb96c6eff0372d1af6de3048fa.mp4", "video_id": "81d56a07f6d4e82e2ff97cd6cf9deed6d80477cb96c6eff0372d1af6de3048fa"}
{"item_id": "Video-MME_2096", "benchmark": "Video-MME", "question": "What happens when the figures in the video are electrocuted?", "options": ["They become abnormal.", "They lose their memory.", "They become friendly.", "They yearn for a family."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Action Recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2078.69678, "attack_pct": 0.4746756809087388, "license": "unknown", "selection_order": 4550, "video": "videos/67a11b98b6f81bb166a70ffb5c99e9399902545f0beb34a6398895f913e04cfe.mp4", "video_id": "67a11b98b6f81bb166a70ffb5c99e9399902545f0beb34a6398895f913e04cfe"}
{"item_id": "LongVideoBench_946", "benchmark": "LongVideoBench", "question": "Inside a house with black wooden walls, there is a door on the left that lets in sunlight. Next to the door on the left is a man wearing black clothes, and on the right is the silhouette of a person also wearing black clothes. What is the man next to the door on the left, inside the house, doing?", "options": ["Waving towards the door", "Picking up a stick from the ground", "Drinking water", "Picking up a noodle", "Moving a box"], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "S2E", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 1037.421134, "attack_pct": 0.6526558667871434, "license": "CC-BY-NC-SA-4.0", "selection_order": 4556, "video": "videos/f1825d01c1bd78931b4c92334ba9a6854b582e63952efd35f8710e3a6d57b093.mp4", "video_id": "f1825d01c1bd78931b4c92334ba9a6854b582e63952efd35f8710e3a6d57b093"}
{"item_id": "Video-MME_2537", "benchmark": "Video-MME", "question": "Which statement is true according to this video?", "options": ["The woman takes a look at the men's shirts in a store.", "The woman does not buy anything at the end of this video.", "The woman receives a discount on her purchases at the end of the video.", "The woman returns an item she bought earlier in the video."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Information Synopsis", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 2130.686259, "attack_pct": 0.8594939976765199, "license": "unknown", "selection_order": 4557, "video": "videos/a3e850039a23e02e3ce7e63c459ba1a99799952882f8a0dfe084a5d9556f0a5a.mp4", "video_id": "a3e850039a23e02e3ce7e63c459ba1a99799952882f8a0dfe084a5d9556f0a5a"}
{"item_id": "OVO-S-Bench_1024", "benchmark": "OVO-S-Bench", "question": "(Question asked at 405.0 s into the video; 'current' refers to that moment.) Based on the visual flow, what is the camera's dominant translation direction in this segment?", "options": ["Translating downward", "Translating leftward", "Translating upward", "Translating forward", "Translating rightward", "Translating backward"], "answer": "C", "answer_idx": 2, "n_options": 6, "chance": 0.166667, "capability": "grounding", "task_class": "1.3.1", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 795.332031, "attack_pct": 0.936765844843165, "license": "unknown", "selection_order": 4563, "video": "videos/b199eb1a08ac8e37a4987260a1838f44b39cb63cce02ed1571e34df73dd24b50.mp4", "video_id": "b199eb1a08ac8e37a4987260a1838f44b39cb63cce02ed1571e34df73dd24b50"}
{"item_id": "Video-MME_2541", "benchmark": "Video-MME", "question": "Here are the names of some of the chapters, and what is the order in which they occur?\n(a) Scaling Up: One Plus One.\n(b) The Public Eye.\n(c) Broken Trust.\n(d) Revenge.", "options": ["(b)(a)(d)(c).", "(d)(b)(c)(a).", "(a)(b)(c)(d).", "(a)(c)(d)(b)."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "Temporal Reasoning", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 2037.78322, "attack_pct": 0.7668129598554279, "license": "unknown", "selection_order": 4564, "video": "videos/6d0171e068726d6cf73fee757413d9d8db5be79bcd55782f0ebbf53f22e4b3b0.mp4", "video_id": "6d0171e068726d6cf73fee757413d9d8db5be79bcd55782f0ebbf53f22e4b3b0"}
{"item_id": "Video-MME-v2_1329", "benchmark": "Video-MME-v2", "question": "For the first team to fall into the water, from the position where they entered the water, in which direction was the lifeguard located?", "options": ["Directly left.", "Directly ahead.", "Directly right.", "Front right.", "Directly behind.", "Rear right.", "Rear left.", "Front left."], "answer": "F", "answer_idx": 5, "n_options": 8, "chance": 0.125, "capability": "spatial", "task_class": "_none", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 746.113741, "attack_pct": 0.5920436943332903, "license": "MIT", "selection_order": 4570, "video": "videos/5d9495b7ee778ae90aff4d8c94d2cb41a660bbd062c019edbc8b2b4d4e2c9f4c.mp4", "video_id": "5d9495b7ee778ae90aff4d8c94d2cb41a660bbd062c019edbc8b2b4d4e2c9f4c"}
{"item_id": "TimeScope_1286", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words.\\n\\nQuestion: What does the golden retriever do after getting out of the box?", "options": ["lies on the ground", "kisses the man", "eats the food", "follows the baby", "plays with the ball", "gets back into the box"], "answer": "D", "answer_idx": 3, "n_options": 6, "chance": 0.166667, "capability": "grounding", "task_class": "_none", "scene_type": "music_dance_performance", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.3313944107396411, "license": "unknown", "selection_order": 4577, "video": "videos/95261c283a7286141ccac8cca7eb529efaa83636685ff969140a5ee9a2989db4.mp4", "video_id": "95261c283a7286141ccac8cca7eb529efaa83636685ff969140a5ee9a2989db4"}
{"item_id": "VideoOdyssey_1764", "benchmark": "VideoOdyssey", "question": "On Day 9, how many different pieces of background music were used before they entered the restaurant and sat down?", "options": ["1", "2", "3", "4"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "AV/Counting", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 8355.561361, "attack_pct": 0.4877533238673034, "license": "CC-BY-NC-SA-4.0", "selection_order": 4578, "video": "videos/e55420661f644d0dbb8b007612dbe4a2e919866b57f7809e6a9bee2a089df202.mp4", "video_id": "e55420661f644d0dbb8b007612dbe4a2e919866b57f7809e6a9bee2a089df202"}
{"item_id": "LongVideoBench_645", "benchmark": "LongVideoBench", "question": "In the scene, floodwaters are surging, and some vehicles are driving through the water. A woman with long hair, wearing a red jacket and a white undershirt, is holding an umbrella. Beside her is a young boy in a blue short-sleeved shirt and a cyclist in a blue raincoat. After the woman and the young boy brush past the cyclist in the blue raincoat, what happens?", "options": ["A tall man is carrying a young girl", "Two women are holding an umbrella, walking forward in the water", "An elderly person is being carried by a rescue team member", "A rescue dog appears", "A woman wearing a red hat is moving forward in the water"], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "E3E", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 1261.12, "attack_pct": 0.908892151800697, "license": "CC-BY-NC-SA-4.0", "selection_order": 4584, "video": "videos/50fbfa93943440a00bd4740653d7abc33d54891c4f5da6d405dd57756c0576e5.mp4", "video_id": "50fbfa93943440a00bd4740653d7abc33d54891c4f5da6d405dd57756c0576e5"}
{"item_id": "VSI-Super-Wild_10", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] Here are 4 frames captured at different moments in the video. Each frame is shown from a slightly rotated viewpoint (30-60 degrees). Choose the option listing the frames by capture time, from first to last.", "options": ["Frame 3 → Frame 4 → Frame 2 → Frame 1", "Frame 4 → Frame 2 → Frame 1 → Frame 3", "Frame 2 → Frame 3 → Frame 4 → Frame 1", "Frame 2 → Frame 3 → Frame 1 → Frame 4"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VPO", "scene_type": "other", "duration_group": ">30min", "duration_s": 7538.1, "attack_pct": 0.6671856847812057, "license": "unknown", "selection_order": 4585, "video": "videos/bf17ef03a124f904fff5b17564af24ac030b76da94b9deb455b208d604a85c42.mp4", "video_id": "bf17ef03a124f904fff5b17564af24ac030b76da94b9deb455b208d604a85c42"}
{"item_id": "S-EMBER_6499", "benchmark": "S-EMBER", "question": "How long did I keep my left hand on the flesh of the large cactus?", "options": ["About 1 second.", "About 20 seconds.", "About 3 seconds.", "About 10 seconds.", "About 24 seconds."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.7906851039111914, "license": "CC-BY-NC-4.0", "selection_order": 4591, "video": "videos/4323b74105a74937341c451ab7c6ed9dfffc9cf891949dc570e0fafc23d4606d.mp4", "video_id": "4323b74105a74937341c451ab7c6ed9dfffc9cf891949dc570e0fafc23d4606d"}
{"item_id": "VideoOdyssey_2605", "benchmark": "VideoOdyssey", "question": "At 00:22:19, the camera briefly cuts to a girl wearing red glasses and silver earrings. What does the commentator say at that moment?", "options": ["He jokes that the fan is \"the loudest person in the arena tonight.\"", "He says the girl is cheering because Japan has just taken the lead in the set.", "He points out that the referee is about to review the previous play.", "He says he is just as shocked as she is"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "AV/Speech Fact Retrieval", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 7812.144762, "attack_pct": 0.4217116303085065, "license": "CC-BY-NC-SA-4.0", "selection_order": 4592, "video": "videos/9e67ca1aec4c2ba3f66d52defabd6633fb62c19c19b4c014630b0aa86cb3687b.mp4", "video_id": "9e67ca1aec4c2ba3f66d52defabd6633fb62c19c19b4c014630b0aa86cb3687b"}
{"item_id": "S-EMBER_8795", "benchmark": "S-EMBER", "question": "How much time did my Sim spend in the bathroom?", "options": ["About 1 minute total.", "About 2 minutes total.", "About 50 seconds total.", "About 25 seconds total.", "About 44 seconds total."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.916233703369046, "license": "CC-BY-NC-4.0", "selection_order": 4598, "video": "videos/5dd53381da63a82de4fb1735b748fd35031f95c460cb9ae92500018f0d0958dd.mp4", "video_id": "5dd53381da63a82de4fb1735b748fd35031f95c460cb9ae92500018f0d0958dd"}
{"item_id": "Video-MME_2500", "benchmark": "Video-MME", "question": "Why does Sadie have a countdown?", "options": ["The food preparer is prepared to restrict her diet.", "The food preparer thinks she is better at choosing her food than other children.", "Sadie loves to challenge herself.", "Because Sadie is the oldest child."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Action Reasoning", "scene_type": "cooking_food", "duration_group": ">30min", "duration_s": 2307.854512, "attack_pct": 0.8734752162127275, "license": "unknown", "selection_order": 4599, "video": "videos/88166c132c26c3e880d5a67ede0c9e5dea8cd71979157a0121ab5e949da244a3.mp4", "video_id": "88166c132c26c3e880d5a67ede0c9e5dea8cd71979157a0121ab5e949da244a3"}
{"item_id": "S-EMBER_4643", "benchmark": "S-EMBER", "question": "Where did I put the jar opener after I was done using it?", "options": ["You placed the jar opener on the counter next to the bowl with pasta noodles.", "You put the jar opener down on the counter next to the toaster.", "You slid the jar opener back into the open utensil drawer beneath the countertop.", "You placed the jar opener directly on the counter right next to the microwave.", "You put the jar opener on the counter beside the jar of marinara sauce."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "location_trace", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.5014763779527559, "license": "CC-BY-NC-4.0", "selection_order": 4605, "video": "videos/b7277e67760b921bfc10b88273db52b75bb9817cb81838efdcbdf18d26dc0cbe.mp4", "video_id": "b7277e67760b921bfc10b88273db52b75bb9817cb81838efdcbdf18d26dc0cbe"}
{"item_id": "VideoOdyssey_2439", "benchmark": "VideoOdyssey", "question": "In the first section of this tutorial, which timestamp shown in the options corresponds to a frame that the tutorial identifies as a very important step?", "options": ["00:01:40", "00:01:52", "00:01:58", "00:01:30"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "AV/Speech Fact Retrieval", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 3605.640998, "attack_pct": 0.5948754356525107, "license": "CC-BY-NC-SA-4.0", "selection_order": 4606, "video": "videos/da0aae7472bfd5f972119915afa4b102b2fc7cfda9b2e851774ceafbc0d17b8d.mp4", "video_id": "da0aae7472bfd5f972119915afa4b102b2fc7cfda9b2e851774ceafbc0d17b8d"}
{"item_id": "S-EMBER_1663", "benchmark": "S-EMBER", "question": "In what order have I used the colored pencils so far?", "options": ["Yellow, purple, blue, pink, green.", "Red, light blue, orange, white, green.", "Purple, yellow, orange, green, blue.", "White, yellow, pink, white, blue.", "Teal, dark green, red, blue."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "temporal_ordering_recognition", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 600.333333, "attack_pct": 0.2647234413321285, "license": "CC-BY-NC-4.0", "selection_order": 4612, "video": "videos/d5e174ccfc17126c66420ed62058595125c79a2e7b63fbfd7339a901458347cc.mp4", "video_id": "d5e174ccfc17126c66420ed62058595125c79a2e7b63fbfd7339a901458347cc"}
{"item_id": "VideoEval-Pro_1241", "benchmark": "VideoEval-Pro", "question": "What does Paula Scher often do when she sits down at her desk as depicted in the video?", "options": ["Talking with colleagues.", "Designing.", "Reading her e-mail.", "Accomplishing nothing."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "long_video", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2456.717642, "attack_pct": 0.7893055376274687, "license": "unknown", "selection_order": 4613, "video": "videos/6ddd28ed383b63ebca1edde12740460c2bc9ddbc0282d1d4c20f02ed1715eb00.mp4", "video_id": "6ddd28ed383b63ebca1edde12740460c2bc9ddbc0282d1d4c20f02ed1715eb00"}
{"item_id": "MLVU_659", "benchmark": "MLVU", "question": "In this video, how many times does the scene of the 'zumba' action appear in total?\n(A) 2\n(B) 1\n(C) 0\n(D) 3\n", "options": ["2", "1", "0", "3"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "count", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 1506.1, "attack_pct": 0.7412224086743255, "license": "CC-BY-NC-SA-4.0", "selection_order": 4619, "video": "videos/17f83486c0e3024667a98b39242b4d2c70bc68050d87837620f9df699b654fc4.mp4", "video_id": "17f83486c0e3024667a98b39242b4d2c70bc68050d87837620f9df699b654fc4"}
{"item_id": "HLV-1K_5471", "benchmark": "HLV-1K", "question": "Where is the young child standing at 105.0 seconds into the video?", "options": ["In a living room.", "In a neatly organized room.", "In a kitchen.", "In a garden."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "descriptive-scene", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 2973.408073, "attack_pct": 0.9407673938298696, "license": "MIT", "selection_order": 4620, "video": "videos/0ee79f923670e3c9ef4553a7fee476c00f573cf15cbb41191aee2748e945eb20.mp4", "video_id": "0ee79f923670e3c9ef4553a7fee476c00f573cf15cbb41191aee2748e945eb20"}
{"item_id": "S-EMBER_6582", "benchmark": "S-EMBER", "question": "What did I do with the clothing item after I pulled it off the bed?", "options": ["You tossed it directly into the nearby laundry basket.", "You dropped it on the floor next to the storage bag.", "You put it into the open suitcase on the floor.", "You placed it into the storage bag on the floor.", "You folded it and laid it flat on the floor."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "sequential_action", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.1453627210533109, "license": "CC-BY-NC-4.0", "selection_order": 4626, "video": "videos/92094ba4d469de2c1c792defc28dd36281c7b60ee0d7c9d694d4cb2f2af329e9.mp4", "video_id": "92094ba4d469de2c1c792defc28dd36281c7b60ee0d7c9d694d4cb2f2af329e9"}
{"item_id": "HLV-1K_6206", "benchmark": "HLV-1K", "question": "In which direction does the pier extend into the water in the video sequence from 249.0 to 5250.0 seconds?", "options": ["From left to right.", "From right to left.", "From the bottom to the top.", "From the top to the bottom."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object-direction", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 5309.38195, "attack_pct": 0.4607025300116174, "license": "MIT", "selection_order": 4627, "video": "videos/b475bc3383cdd00559d23d91b6ae83258b871e7a4308f6ce14ab2e0afd5faf2a.mp4", "video_id": "b475bc3383cdd00559d23d91b6ae83258b871e7a4308f6ce14ab2e0afd5faf2a"}
{"item_id": "Video-MME-v2_2813", "benchmark": "Video-MME-v2", "question": "How did the keyboard feel before and after being coated with the mixture?", "options": ["Before coating, the key surface was hard; after coating, it softened and completely collapsed in shape when pressed.", "Before coating, the key was a slightly sticky, orange transparent jelly-like substance that rebounded slowly when pressed; after coating, it was covered with a light yellow gel, and its shape completely collapsed when pressed.", "Before coating, the key was orange and deformed when pressed; after coating, its color faded into a transparent jelly-like form, felt slightly sticky when pressed, and rebounded normally.", "Before coating, the key was light yellow and quickly rebounded after being pressed; after coating, it turned orange and partially deformed when pressed.", "Before coating, the key had a delayed rebound; after coating, it rebounded quickly.", "Before coating, the key had relatively high resistance when pressed; after coating, the mixture seeped into the gaps and acted as a lubricant, significantly increasing the rebound speed and making the sound crisper.", "Before coating, the key was a slightly sticky, colorless transparent jelly-like substance that rebounded slowly when pressed; after coating, the mixture solidified into a hard shell, and the key shattered when pressed.", "Before coating, the keyboard surface was greasy; after coating, the key surface had a matte texture and the rebound force increased."], "answer": "D", "answer_idx": 3, "n_options": 8, "chance": 0.125, "capability": "spatial", "task_class": "_none", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 724.462585, "attack_pct": 0.6171501871692268, "license": "MIT", "selection_order": 4633, "video": "videos/bc7a3aa7215794409768a76d77f25aafd22944a097f0219d59482a888da72517.mp4", "video_id": "bc7a3aa7215794409768a76d77f25aafd22944a097f0219d59482a888da72517"}
{"item_id": "Video-MME_2433", "benchmark": "Video-MME", "question": "How does the actor in the video achieve the jump upwards in the first clip?", "options": ["Trampoline.", "Hanging.", "Special effects editing.", "Using spring-loaded shoes."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "Action Reasoning", "scene_type": "music_dance_performance", "duration_group": ">30min", "duration_s": 1883.672381, "attack_pct": 0.7852717180844198, "license": "unknown", "selection_order": 4634, "video": "videos/9bb496c822a57923703bf0d0f3feee9310f705c8129ffbff9e4169008d3c187b.mp4", "video_id": "9bb496c822a57923703bf0d0f3feee9310f705c8129ffbff9e4169008d3c187b"}
{"item_id": "TimeScope_1273", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words.\\n\\nQuestion: What does the golden retriever do after getting out of the box?", "options": ["lies on the ground", "kisses the man", "eats the food", "follows the baby", "plays with the ball", "gets back into the box"], "answer": "D", "answer_idx": 3, "n_options": 6, "chance": 0.166667, "capability": "grounding", "task_class": "_none", "scene_type": "music_dance_performance", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.519128372273138, "license": "unknown", "selection_order": 4640, "video": "videos/ad75a8c6dbf6497074403dacc03852d1b1e620dafbe18dafaeec216ae7ce5241.mp4", "video_id": "ad75a8c6dbf6497074403dacc03852d1b1e620dafbe18dafaeec216ae7ce5241"}
{"item_id": "HLV-1K_1956", "benchmark": "HLV-1K", "question": "Where do the events in the video take place between 67.0 seconds to 129.0 seconds and H seconds to e seconds?", "options": ["In a bright outdoor environment followed by an indoor interview setting.", "In a dark outdoor environment followed by a formal indoor setting.", "In a professional indoor setting throughout.", "In a casual indoor setting followed by a bright outdoor environment."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "descriptive-scene", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3043.671655, "attack_pct": 0.3021008132180199, "license": "MIT", "selection_order": 4641, "video": "videos/b57d2ed89ce731cc6ff4ef79ada9f65a120ada2e1f534388d9b8c8cf24d70431.mp4", "video_id": "b57d2ed89ce731cc6ff4ef79ada9f65a120ada2e1f534388d9b8c8cf24d70431"}
{"item_id": "Video-MME-v2_2069", "benchmark": "Video-MME-v2", "question": "What is the means of transportation used to transport seedlings in the picture?", "options": ["The means of transportation used to transport seedlings in the picture is a small agricultural three-wheeled vehicle.", "A swarm of giant drones, using a net for transportation.", "In-orbit train.", "Large heavy-duty truck.", "Helicopter, transporting via cable.", "Autonomous tracked robot.", "Underground pipeline conveyance system.", "A caravan consisting of camels and mules."], "answer": "C", "answer_idx": 2, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 695.135782, "attack_pct": 0.3879404930941009, "license": "MIT", "selection_order": 4647, "video": "videos/af61f116a359504ac751b76687f8c7e002cd2ccf7a29d379af1704d2e83c84d8.mp4", "video_id": "af61f116a359504ac751b76687f8c7e002cd2ccf7a29d379af1704d2e83c84d8"}
{"item_id": "VSI-Super-Wild_2935", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] At the indicated moment in this clip, which direction is the camera/person moving? (forward = the direction the camera is facing)", "options": ["forward", "backward", "left", "right"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VMR", "scene_type": "other", "duration_group": ">30min", "duration_s": 3047.473967, "attack_pct": 0.7007309281012004, "license": "unknown", "selection_order": 4648, "video": "videos/e14a3ad42272fa66de7b345ebede12718e9826800db8649dd27213d0ed61354d.mp4", "video_id": "e14a3ad42272fa66de7b345ebede12718e9826800db8649dd27213d0ed61354d"}
{"item_id": "Video-MME-v2_1580", "benchmark": "Video-MME-v2", "question": "What training equipment has been added to the indoor scene compared to the outdoor scene at the beginning of the video?", "options": ["Trolley.", "Cone barrel.", "Drinking bottle.", "Tennis ball.", "Basketball.", "Insole box.", "Indoor audience seating.", "Scoreboard."], "answer": "D", "answer_idx": 3, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 844.161451, "attack_pct": 0.6485575061314057, "license": "MIT", "selection_order": 4654, "video": "videos/a5ad8145aeb0d93aa65b10d56347ed14540e9c4621e64b8ecd1f229849d441af.mp4", "video_id": "a5ad8145aeb0d93aa65b10d56347ed14540e9c4621e64b8ecd1f229849d441af"}
{"item_id": "4145", "benchmark": "LVBench", "question": "What is the scoring method for the first goal of the white team number 7?", "options": ["Alley-oop", "Penalty shot", "Lay up", "Three-pointer"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "event understanding", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 7186.56, "attack_pct": 0.4174922550664773, "license": "CC-BY-NC-SA-4.0", "selection_order": 4655, "video": "videos/4afbf9aab3cc5d2b6eb844c22d82215434bda67c1458b9be10504e4ec3f71faa.mp4", "video_id": "4afbf9aab3cc5d2b6eb844c22d82215434bda67c1458b9be10504e4ec3f71faa"}
{"item_id": "Video-MME-v2_1513", "benchmark": "Video-MME-v2", "question": "At the end of the video, one of the two gives the other a cookbook as a gift. What kind of interaction pattern does this action demonstrate?", "options": ["In fact, the book sender has a private partnership with the third party, attempting to leverage the traffic of another person to sell books.", "The person giving the book wanted to see if the other person would accept the gift out of politeness, in order to test whether he was a hypocrite.", "The person who gave the book tried to educate another person by giving a vegetarian recipe, emphasizing the importance of eating more vegetables, which reflects his care as an elder.", "By giving away books by competitors, the giver implies that they actually don't understand the relevant cuisine, and are no better than the other party.", "The sender of the book used it as a condition for exchange, in return for another person's promise to return a certain honorary title in a video.", "By giving a book that the other person hates, implying their poor taste, and thus making a last-minute comeback.", "One of them repeatedly roasted the author of the book, and gave away this author's book to achieve a humorous program effect.", "The person giving the book knows that the other person likes the author of this book, so they try to cater to their interests to strengthen the newly established friendship."], "answer": "G", "answer_idx": 6, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 786.168163, "attack_pct": 0.8625435652510649, "license": "MIT", "selection_order": 4661, "video": "videos/92193499fd72238a6acfa4559b5b247f6f43092268812dcce28ae85e78fa3da7.mp4", "video_id": "92193499fd72238a6acfa4559b5b247f6f43092268812dcce28ae85e78fa3da7"}
{"item_id": "HLV-1K_2889", "benchmark": "HLV-1K", "question": "Where is the person located in relation to the dog at 2201.0 seconds into the video?", "options": ["To the right side of the frame.", "To the left side of the frame.", "Directly behind the dog.", "In front of the dog."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "spatial-relationship", "scene_type": "cooking_food", "duration_group": ">30min", "duration_s": 2215.462313, "attack_pct": 0.8389537885633148, "license": "MIT", "selection_order": 4662, "video": "videos/e571b7e80377ad5891611c770af35e21876cb4c417f32116f33ead51b7fe3617.mp4", "video_id": "e571b7e80377ad5891611c770af35e21876cb4c417f32116f33ead51b7fe3617"}
{"item_id": "StreamingBench_829", "benchmark": "StreamingBench", "question": "What items are beside the computer case right now?", "options": ["A screwdriver and mouse.", "A pair of pliers and a keyboard.", "A keyboard.", "A set of cables."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "Object Perception", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 680.135692, "attack_pct": 0.924793468439396, "license": "unknown", "selection_order": 4668, "video": "videos/c5ae8a8f58fc4d598d7582058618c24a0a4a855998fad00758cbff5e74c6ec53.mp4", "video_id": "c5ae8a8f58fc4d598d7582058618c24a0a4a855998fad00758cbff5e74c6ec53"}
{"item_id": "HLV-1K_8383", "benchmark": "HLV-1K", "question": "What does the camera focus on after showing the man in traditional attire against the red backdrop with dates '30 May - 2 June, 2014' at 1604.0 seconds?", "options": ["The audience raising their hands.", "The floral arrangement on the table.", "The man gesturing with both hands.", "The detailed decorations and cooling units."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "camera-direction", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 7915.45034, "attack_pct": 0.7457806247579708, "license": "MIT", "selection_order": 4669, "video": "videos/cb2bad7e5a2a2d9906129ffcbb70268ca7bb5aa0233b3995e75ec27ac8c975a6.mp4", "video_id": "cb2bad7e5a2a2d9906129ffcbb70268ca7bb5aa0233b3995e75ec27ac8c975a6"}
{"item_id": "VideoOdyssey_287", "benchmark": "VideoOdyssey", "question": "Describe the weather conditions during the time period from 00:40:54 to 00:41:00.", "options": ["Sunny", "Thunderstorm", "Snowing", "Light rain"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "V/Attribute Recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 10481.533968, "attack_pct": 0.1888392280882922, "license": "CC-BY-NC-SA-4.0", "selection_order": 4676, "video": "videos/61875a9e31f5fcce5308613a67bda7542e4c108d821dbf2a187d84787b4c6d97.mp4", "video_id": "61875a9e31f5fcce5308613a67bda7542e4c108d821dbf2a187d84787b4c6d97"}
{"item_id": "Video-MME-v2_1215", "benchmark": "Video-MME-v2", "question": "Which of the following descriptions regarding the first themed outfit styled by the blogger is correct?", "options": ["This outfit included a white crop top, a blue denim jacket, blue high-waisted jeans, a pink hat, white shoes, a red floral scarf, and a leopard print handbag; AI gave it a 9.0, praising it for perfectly embodying \"romance novel\" energy.", "This outfit included a pink crop top, blue denim jacket, blue high-waisted jeans, blue hat, white shoes, red floral scarf, and leopard print handbag; AI gave it a 9.5, noting the accessories had a \"mall rat\" or \"valley girl\" vibe.", "This outfit included a strapless yellow dress with red flowers, a straw-colored wide-brimmed hat, brown wedge sandals, and a straw basket containing white flowers; AI gave it a 9.5, praising the outfit for perfectly embodying \"romance novel\" energy.", "This outfit included a strapless yellow dress with red flowers, a straw-colored wide-brimmed hat, a red floral scarf, brown wedge sandals, and a straw basket containing white flowers; AI gave it an 8.0, stating it reached the level of \"Dolly Parton at Coachella.\"", "This outfit included a pink crop top, blue denim jacket, blue high-waisted jeans, pink hat, white shoes, red floral scarf, and leopard print handbag; AI gave it an 8.5, noting the accessories had a \"mall rat\" or \"valley girl\" vibe.", "This outfit included a strapless green floral dress with red flowers, a wide-brimmed straw hat, wedge sandals, a yellow scarf tied at the back, and a woven basket containing white flowers; AI gave it a 9.5, stating it reached the level of \"Dolly Parton at Coachella.\"", "This outfit included a strapless yellow dress with red flowers, a straw-colored wide-brimmed hat, brown wedge sandals, and a straw basket containing white flowers; AI gave it a 9.5, evaluating that this outfit perfectly embodied \"romance novel\" energy.", "This outfit included a blue and white checkered shirt, a long white lace skirt, a patterned white cowboy hat, and a dark brown woven belt; AI gave it a 9.0, stating it reached the level of \"Dolly Parton at Coachella.\""], "answer": "E", "answer_idx": 4, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1026.020136, "attack_pct": 0.4747563572995998, "license": "MIT", "selection_order": 4682, "video": "videos/872525dfe29f39c2baacd68e8856460a144981f941e4c844a5da44c4833c72d3.mp4", "video_id": "872525dfe29f39c2baacd68e8856460a144981f941e4c844a5da44c4833c72d3"}
{"item_id": "Video-MME-v2_1154", "benchmark": "Video-MME-v2", "question": "What is the corresponding video scene when the man in the video sings \"The sailor's life is the life for me\"?", "options": ["The man is holding the duck with one hand and a black sailor hat in the other hand.", "The man is holding the duck with both hands, and a red and white lifebuoy model is tied around the duck's neck.", "The man is holding the map in his left hand and the duck in his arms, and they are both facing a giant ship's wheel.", "The man is holding the duck with both hands, and the duck's body is wrapped in coils of thick hemp rope.", "The duck is standing on the man's hand, and the man places the duck on an old wooden crate.", "The man is holding a yellowed nautical map in his hand, the duck is standing in the center of the map, and a thin string is slung across its body.", "The man is holding the duck with both hands, the duck is wearing a white sailor hat tilted on its head, and the background is blue bedsheets.", "The man is holding the duck with both hands, the duck is wearing a black sailor hat tilted on its head, and the background is blue bedsheets."], "answer": "D", "answer_idx": 3, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 726.250522, "attack_pct": 0.6884519814121596, "license": "MIT", "selection_order": 4689, "video": "videos/44d7c5fb417f93e68758a2dab2f083fc371815778a7b0b27d2f8767de4965781.mp4", "video_id": "44d7c5fb417f93e68758a2dab2f083fc371815778a7b0b27d2f8767de4965781"}
{"item_id": "ScaleLong_306", "benchmark": "ScaleLong", "question": "What makeup products did the woman show in the video?", "options": ["lipstick.", "Highlighter.", "blush.", "eyeshadow."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Video Event", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 3769.32, "attack_pct": 0.7390925519555958, "license": "unknown", "selection_order": 4690, "video": "videos/548cb26cd362ee8895c36b0511d962792fdf2525d5170a2f581c2abee7324c8b.mp4", "video_id": "548cb26cd362ee8895c36b0511d962792fdf2525d5170a2f581c2abee7324c8b"}
{"item_id": "TimeScope_1253", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words.\\n\\nQuestion: What does the golden retriever do after getting out of the box?", "options": ["lies on the ground", "kisses the man", "eats the food", "follows the baby", "plays with the ball", "gets back into the box"], "answer": "D", "answer_idx": 3, "n_options": 6, "chance": 0.166667, "capability": "grounding", "task_class": "_none", "scene_type": "music_dance_performance", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.5440493094100942, "license": "unknown", "selection_order": 4696, "video": "videos/8236acb7b111a96a599decafd4097e4cdaec34602f313515aeaffaf3ce1b0629.mp4", "video_id": "8236acb7b111a96a599decafd4097e4cdaec34602f313515aeaffaf3ce1b0629"}
{"item_id": "2568", "benchmark": "LVBench", "question": "What is the game the two children play with the two calico cats?", "options": ["Over under relay", "Tag", "Duck, duck, goose", "Leapfrog"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "event understanding", "scene_type": "music_dance_performance", "duration_group": ">30min", "duration_s": 6939.933605, "attack_pct": 0.6890005808700141, "license": "CC-BY-NC-SA-4.0", "selection_order": 4697, "video": "videos/71c3a49c0ee87045a61fb327bdb9e9a1b3e6144fdf59b5e71a08d6a8a750f400.mp4", "video_id": "71c3a49c0ee87045a61fb327bdb9e9a1b3e6144fdf59b5e71a08d6a8a750f400"}
{"item_id": "Video-MME-v2_1040", "benchmark": "Video-MME-v2", "question": "In the video, a golden dog is learning to use a prop that looks like a cow. What is this prop?", "options": ["Storage box.", "Stool.", "Mailbox.", "Dog food bowl.", "Trash can.", "Piggy bank.", "Toy box.", "Bird feeder."], "answer": "C", "answer_idx": 2, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 1121.31483, "attack_pct": 0.5303020524073835, "license": "MIT", "selection_order": 4703, "video": "videos/6556e26424d590c59551ba1820ec30d9747bc6975d28412048344e40ee8abdac.mp4", "video_id": "6556e26424d590c59551ba1820ec30d9747bc6975d28412048344e40ee8abdac"}
{"item_id": "1626", "benchmark": "LVBench", "question": "What is the background color of \"EXIT\" on the door in the picture when the bearded man speaks?", "options": ["White", "Yellow", "Red", "Green"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "entity recognition", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3473.055057, "attack_pct": 0.324125467923067, "license": "CC-BY-NC-SA-4.0", "selection_order": 4704, "video": "videos/c63ed9b40a59ac46b2b05e0a568325f813a2f174090418237b6e162ded753dd3.mp4", "video_id": "c63ed9b40a59ac46b2b05e0a568325f813a2f174090418237b6e162ded753dd3"}
{"item_id": "S-EMBER_3158", "benchmark": "S-EMBER", "question": "How long did it take me to take the chess pieces out of the case?", "options": ["It took you about 5 seconds to take the chess pieces out of the case.", "It took you about 20 seconds to take the chess pieces out of the case.", "It took you about one minute to take the chess pieces out of the case.", "It took you about 10 seconds to take the chess pieces out of the case.", "It took you about 25 seconds to take the chess pieces out of the case."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 600.25, "attack_pct": 0.8325480831289531, "license": "CC-BY-NC-4.0", "selection_order": 4710, "video": "videos/f5405adf10f1421a7f1519ca1fa734b4c2286ad450746980f4fcd4fd6896d342.mp4", "video_id": "f5405adf10f1421a7f1519ca1fa734b4c2286ad450746980f4fcd4fd6896d342"}
{"item_id": "VSI-Super-Wild_1217", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] Here are 4 frames captured at different moments in the video. Each frame is shown from a slightly rotated viewpoint (30-60 degrees). Choose the option listing the frames by capture time, from first to last.", "options": ["Frame 2 → Frame 1 → Frame 3 → Frame 4", "Frame 2 → Frame 1 → Frame 4 → Frame 3", "Frame 4 → Frame 3 → Frame 1 → Frame 2", "Frame 3 → Frame 2 → Frame 1 → Frame 4"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VPO", "scene_type": "other", "duration_group": ">30min", "duration_s": 1833.731045, "attack_pct": 0.7022476442493869, "license": "unknown", "selection_order": 4711, "video": "videos/6d322847f554e5ae8d4a88f3769084aaca4e15cd0f7bea607754b1c08c0cac2d.mp4", "video_id": "6d322847f554e5ae8d4a88f3769084aaca4e15cd0f7bea607754b1c08c0cac2d"}
{"item_id": "S-EMBER_8083", "benchmark": "S-EMBER", "question": "How many times did I slice the second cucumber with the knife?", "options": ["You sliced the second cucumber 20 times.", "You sliced the second cucumber 32 times.", "You sliced the second cucumber 6 times.", "You sliced the second cucumber 12 times.", "You sliced the second cucumber 4 times."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 600.083333, "attack_pct": 0.5451949141603202, "license": "CC-BY-NC-4.0", "selection_order": 4717, "video": "videos/279428477f28eb09cea926065d662dfaab20bc2693e9d8bbc77a67bd3d4b9ef7.mp4", "video_id": "279428477f28eb09cea926065d662dfaab20bc2693e9d8bbc77a67bd3d4b9ef7"}
{"item_id": "ScaleLong_107", "benchmark": "ScaleLong", "question": "What is the sequence of victories in the two matches?", "options": ["The Danish player won both matches.", "The Chinese player won the first matches, the Danish  player won the second matches.", "The Danish player won the first matches, the Chinese player won the second matches.", "The Chinese player won both matches."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Video Story", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 4190.1, "attack_pct": 0.3731525106492836, "license": "unknown", "selection_order": 4718, "video": "videos/f81c2cda692036a50de076371a5af1d7cf3edeb909ab958b0c379a60667a7ec8.mp4", "video_id": "f81c2cda692036a50de076371a5af1d7cf3edeb909ab958b0c379a60667a7ec8"}
{"item_id": "Video-MME-v2_3113", "benchmark": "Video-MME-v2", "question": "According to the video creator's introduction, what characteristics does the cosmetic with a white cap and a transparent bottle containing pink liquid have?", "options": ["This product provides strong moisturizing and hydrating effects.", "It has very high color payoff.", "The pink liquid has a subtle, soothing floral scent.", "The pink liquid contains fine pearlescent shimmer particles.", "It sets into a film very quickly.", "The pink liquid can be easily mixed with other base makeup products to adjust the overall tone of the makeup.", "The pink liquid has excellent tone-correcting properties, effectively neutralizing dullness and yellow undertones in the skin.", "The pink liquid has a lightweight texture with excellent spreadability."], "answer": "B", "answer_idx": 1, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 849.455601, "attack_pct": 0.6022734606944624, "license": "MIT", "selection_order": 4724, "video": "videos/8520077c9c004a17270493ccf122a5aada3da94220c7f13b337df74811c45245.mp4", "video_id": "8520077c9c004a17270493ccf122a5aada3da94220c7f13b337df74811c45245"}
{"item_id": "HLV-1K_2871", "benchmark": "HLV-1K", "question": "In which direction did the person with a red cap move relative to the camera in the kitchen scene from 1.0 to 2378.0 seconds?", "options": ["Left to right.", "Right to left.", "Towards the camera.", "Away from the camera."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object-direction", "scene_type": "cooking_food", "duration_group": ">30min", "duration_s": 2383.551565, "attack_pct": 0.8630679617916613, "license": "MIT", "selection_order": 4725, "video": "videos/fc523805f76cc2ac23ea6504e865f5fb747727574679abfbe4670f94bbb42815.mp4", "video_id": "fc523805f76cc2ac23ea6504e865f5fb747727574679abfbe4670f94bbb42815"}
{"item_id": "S-EMBER_1777", "benchmark": "S-EMBER", "question": "How long did the predator lift the young man into the air with his blades before finally releasing him?", "options": ["Roughly 30 seconds.", "About 20 seconds.", "About 8 seconds.", "About 5 seconds.", "Only a few seconds."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.7876920098102491, "license": "CC-BY-NC-4.0", "selection_order": 4731, "video": "videos/fe2dc5edf4eded8108b9a39a062cab2f9d852ff3c95bcc1e6756ccdc19c3ddba.mp4", "video_id": "fe2dc5edf4eded8108b9a39a062cab2f9d852ff3c95bcc1e6756ccdc19c3ddba"}
{"item_id": "OVO-S-Bench_1028", "benchmark": "OVO-S-Bench", "question": "(Question asked at 369.9 s into the video; 'current' refers to that moment.) Based on the visual flow, is the camera currently yawing left, yawing right, or not rotating?", "options": ["Not rotating", "Yawing right", "Yawing left"], "answer": "C", "answer_idx": 2, "n_options": 3, "chance": 0.333333, "capability": "grounding", "task_class": "1.3.2", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 991.454362, "attack_pct": 0.6100910029688912, "license": "unknown", "selection_order": 4738, "video": "videos/e744bb30f94e5410a7e7161158be4148fdb7bdd9908c3cdeac512558519ef002.mp4", "video_id": "e744bb30f94e5410a7e7161158be4148fdb7bdd9908c3cdeac512558519ef002"}
{"item_id": "ALLVB_1040", "benchmark": "ALLVB", "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, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "Action Recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 7364.778, "attack_pct": 0.0794178391635471, "license": "CC-BY-NC-SA-4.0", "selection_order": 4739, "video": "videos/46e8a4d072d16a49671a60783ca54aaf564132e31f833bdef0aa10a9cf2e1b77.mp4", "video_id": "46e8a4d072d16a49671a60783ca54aaf564132e31f833bdef0aa10a9cf2e1b77"}
{"item_id": "Video-MME-v2_1009", "benchmark": "Video-MME-v2", "question": "In the escape room challenge, which of the following options correctly describes the sequence of key events until the end of the challenge?", "options": ["Ben faces multiple ball-launching windows -> Ben starts hitting the ball -> Ben wears headphones and hits the ball based on visual cues -> Ben deals with a spliced track of different materials -> KL makes the first mistake of missing the ball -> KL hits the glowing target to open the door.", "Ben faces multiple ball-launching windows -> KL starts hitting the ball -> KL wears headphones and hits the ball based on visual cues -> Ben deals with a spliced track of different materials -> KL hits the glowing target to open the door -> KL makes the first mistake of missing the ball.", "KL faces multiple ball-launching windows -> KL starts hitting the ball -> KL wears headphones and hits the ball based on visual cues -> Ben deals with a spliced track of different materials -> KL makes the first mistake of missing the ball -> KL hits the glowing target to open the door.", "Ben hits the glowing target to open the door -> Ben makes the first mistake of missing the ball -> KL deals with a spliced track of different materials -> Ben wears headphones and hits the ball based on visual cues -> Ben starts hitting the ball -> KL faces multiple ball-launching windows.", "Ben faces multiple ball-launching windows -> Ben wears headphones and hits the ball based on visual cues -> Ben deals with a spliced track of different materials -> Both check the hints for the final BOSS challenge together -> Ben hits the glowing target to open the door.", "Ben deals with a spliced track of different materials -> KL wears headphones and hits the ball based on visual cues -> KL makes the first mistake of missing the ball -> KL hits the glowing target to open the door -> Ben faces multiple ball-launching windows.", "KL faces multiple ball-launching windows -> Ben starts hitting the ball -> Ben wears headphones and hits the ball based on visual cues -> KL deals with a spliced track of different materials -> Ben makes the first mistake of missing the ball -> Ben hits the glowing target to open the door.", "Ben faces multiple ball-launching windows -> Ben wears headphones and hits the ball based on visual cues -> Ben deals with a spliced track of different materials -> Both check the hints for the final BOSS challenge together -> KL hits the glowing target to open the door."], "answer": "G", "answer_idx": 6, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 1021.492245, "attack_pct": 0.7287659739253904, "license": "MIT", "selection_order": 4745, "video": "videos/18e290926be09fe9085b6cbc5b154b0b550070085e645e9d03d60b3ef7b2154c.mp4", "video_id": "18e290926be09fe9085b6cbc5b154b0b550070085e645e9d03d60b3ef7b2154c"}
{"item_id": "OVO-S-Bench_203", "benchmark": "OVO-S-Bench", "question": "(Question asked at 371.7 s into the video; 'current' refers to that moment.) In the current view, what object is directly supporting the yellow basket?", "options": ["A metal cart", "A white table", "A wooden stool", "The concrete floor"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "1.2.3", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 3164.29932, "attack_pct": 0.7390925519555958, "license": "unknown", "selection_order": 4746, "video": "videos/597c5932b56e8d460a00df832d6ca2d0f9deb170325a3426d38632d865ebbbc3.mp4", "video_id": "597c5932b56e8d460a00df832d6ca2d0f9deb170325a3426d38632d865ebbbc3"}
{"item_id": "TimeScope_1283", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words.\\n\\nQuestion: What does the golden retriever do after getting out of the box?", "options": ["lies on the ground", "kisses the man", "eats the food", "follows the baby", "plays with the ball", "gets back into the box"], "answer": "D", "answer_idx": 3, "n_options": 6, "chance": 0.166667, "capability": "grounding", "task_class": "_none", "scene_type": "music_dance_performance", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.661610946172712, "license": "unknown", "selection_order": 4752, "video": "videos/f54a77f3345b9a8b951797b9de03f555b662f122c08015f5a25af4512c0b6a28.mp4", "video_id": "f54a77f3345b9a8b951797b9de03f555b662f122c08015f5a25af4512c0b6a28"}
{"item_id": "Video-MME_2249", "benchmark": "Video-MME", "question": "What's the difference between guessing Dončić's game and guessing other players?", "options": ["Winning jerseys without autographs.", "This player is not from the NBA.", "Use NBA2K as a rules demo.", "The game is more complex."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Action Reasoning", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 3542.389841, "attack_pct": 0.7843439395895185, "license": "unknown", "selection_order": 4753, "video": "videos/9d82f528c8c254e533ddcf1949b3054766060345d4f0450db76aced8b7d1c1d6.mp4", "video_id": "9d82f528c8c254e533ddcf1949b3054766060345d4f0450db76aced8b7d1c1d6"}
{"item_id": "Video-MME-v2_2108", "benchmark": "Video-MME-v2", "question": "According to research estimates from MIT, if AI replaces 20% of the workforce, what would be the total amount of wages corresponding to those displaced workers?", "options": ["According to MIT research estimates, the total wages for those displaced workers would amount to approximately $1.1 trillion.", "Estimated to 31.7 trillion.", "Estimated to 21.7 trillion.", "Estimated to 2 trillion.", "Estimated to 3 trillion.", "Estimated to 1.7 trillion.", "Estimated to 2.7 trillion.", "Estimated to 11.7 trillion."], "answer": "D", "answer_idx": 3, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 641.335147, "attack_pct": 0.5559410094230025, "license": "MIT", "selection_order": 4759, "video": "videos/dd3ea6944ee9d9a3da322eb4513524b23601de65688b5a63d4a05aaa5329b3ee.mp4", "video_id": "dd3ea6944ee9d9a3da322eb4513524b23601de65688b5a63d4a05aaa5329b3ee"}
{"item_id": "ScaleLong_1045", "benchmark": "ScaleLong", "question": "How many handkerchiefs did the sixth performer spin at the same time?", "options": ["Five handkerchiefs", "Three handkerchiefs", "Two handkerchiefs", "Four handkerchiefs"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "Video Shot", "scene_type": "music_dance_performance", "duration_group": ">30min", "duration_s": 8308.366733, "attack_pct": 0.8645685426616755, "license": "unknown", "selection_order": 4760, "video": "videos/cc2333510ddc508b07966a4b8e145ab650b740514da2635c0c5b59dfc07afb60.mp4", "video_id": "cc2333510ddc508b07966a4b8e145ab650b740514da2635c0c5b59dfc07afb60"}
{"item_id": "Video-MME-v2_1793", "benchmark": "Video-MME-v2", "question": "During the first test, how many pull-ups did the blogger complete, and what was his ranking among the people around him?", "options": ["Completed 15 pull-ups, ranking 2nd among the group; the other three participants did 16, 14, and 14 respectively.", "Completed 17 pull-ups, ranking 3rd among the group; the other three participants did 11, 23, and 19 respectively.", "Completed 28 pull-ups, ranking 2nd among the group; the other three participants did 6, 27, and 35 respectively.", "Completed 14 pull-ups, ranking 2nd among the group; the other three participants did 13,12, and 19 respectively.", "Completed 18 pull-ups, ranking 1st among the group; the other three participants did 6,7, and 6 respectively.", "Completed 17 pull-ups, ranking 3rd among the group; the other three participants did 24, 11, and 19 respectively.", "Completed 30 pull-ups, ranking 1st among the group; the other three participants did 18, 21, and 28 respectively.", "The blogger completed 9 pull-ups during the first test, ranking him fourth among the people around him."], "answer": "G", "answer_idx": 6, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 882.311837, "attack_pct": 0.6901139150638957, "license": "MIT", "selection_order": 4766, "video": "videos/3e44aef445a08ee80f2dd1d96ce61a483b6445fecb185d3b62ad8357b87f01f5.mp4", "video_id": "3e44aef445a08ee80f2dd1d96ce61a483b6445fecb185d3b62ad8357b87f01f5"}
{"item_id": "LongVideoBench_471", "benchmark": "LongVideoBench", "question": "There are some black ink marks and pen drawings on the white paper. When the subtitle appears \"condens with his profound belief in the emotional power of colors and forms compared painting to\", what happens on the screen?", "options": ["The right hand is holding a pen and drawing quickly.", "The left hand is holding a pen and swirling ink.", "The right hand is holding a pen and practicing calligraphy.", "The right hand is holding a pen and swirling ink."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "T2E", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 1810.225083, "attack_pct": 0.8433345165870659, "license": "CC-BY-NC-SA-4.0", "selection_order": 4767, "video": "videos/eef04d7841ef2d73e5fa4d2da35e2ec3d02a62701d6f54325873defbd00b6296.mp4", "video_id": "eef04d7841ef2d73e5fa4d2da35e2ec3d02a62701d6f54325873defbd00b6296"}
{"item_id": "Video-MME-v2_2849", "benchmark": "Video-MME-v2", "question": "When the female protagonist stirs something in a black frying pan on the stove with a long white spoon and leans over to smell it, what time is displayed on the stove's digital screen?", "options": ["11:20.", "3:53.", "10:40.", "3:25.", "11:30.", "10:53.", "10:50.", "3:45."], "answer": "G", "answer_idx": 6, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 773.15483, "attack_pct": 0.8851571576093972, "license": "MIT", "selection_order": 4773, "video": "videos/e25627ac9b7f1d7597b3867f61231a3c05c32162b2a63cb7c2b195357d061868.mp4", "video_id": "e25627ac9b7f1d7597b3867f61231a3c05c32162b2a63cb7c2b195357d061868"}
{"item_id": "VSI-Super-Wild_758", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] Here are 4 frames captured at different moments in the video. Each frame is shown from a slightly rotated viewpoint (30-60 degrees). Choose the option listing the frames by capture time, from first to last.", "options": ["Frame 4 → Frame 3 → Frame 2 → Frame 1", "Frame 3 → Frame 1 → Frame 2 → Frame 4", "Frame 1 → Frame 2 → Frame 3 → Frame 4", "Frame 4 → Frame 1 → Frame 2 → Frame 3"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VPO", "scene_type": "other", "duration_group": ">30min", "duration_s": 3047.473967, "attack_pct": 0.7117755260100684, "license": "unknown", "selection_order": 4774, "video": "videos/b42681bce3885be22dbb1fd3cc7c6e8790f586fedc4f764a49a068dbe16d0bdd.mp4", "video_id": "b42681bce3885be22dbb1fd3cc7c6e8790f586fedc4f764a49a068dbe16d0bdd"}
{"item_id": "V2P-Bench_180", "benchmark": "V2P-Bench", "question": "Who does the player inside the triangle pass the ball to?", "options": ["The player passes the ball to the opposing goalkeeper", "The player passes the ball to their own goalkeeper", "The player passes the ball to the referee", "The player passes the ball to the defender"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "2", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 6020.4, "attack_pct": 0.6465486639989674, "license": "CC-BY-NC-4.0", "selection_order": 4781, "video": "videos/2f4d099a2cd4f3b430167ab6fe35dd3d854138cf9f60bf4a39fc8f962cfe1b99.mp4", "video_id": "2f4d099a2cd4f3b430167ab6fe35dd3d854138cf9f60bf4a39fc8f962cfe1b99"}
{"item_id": "Video-MME_1223", "benchmark": "Video-MME", "question": "Who is the opponent of Rango in the second matchup in the video?", "options": ["Snake.", "Tiger.", "Hawk.", "Mouse."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Object Reasoning", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 610.243628, "attack_pct": 0.9171130760294308, "license": "unknown", "selection_order": 4787, "video": "videos/430f6b5e298d5fcf1e6d86b1f1767509ec554a9af5c34b72fb1ba76cffc953f2.mp4", "video_id": "430f6b5e298d5fcf1e6d86b1f1767509ec554a9af5c34b72fb1ba76cffc953f2"}
{"item_id": "HLV-1K_1677", "benchmark": "HLV-1K", "question": "What happens after the man in a green shirt is seen standing near a building with a beige exterior and red trim?", "options": ["The scene transitions to a bustling urban environment with multiple cars, traffic lights, trees, and commercial structures.", "The scene shifts to a close-up of food preparation in a kitchen setting.", "The scene captures a man in a green shirt eating food in a casual dining space.", "The scene transitions to an outdoor dining area under a canopy."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal-relationship", "scene_type": "cooking_food", "duration_group": ">30min", "duration_s": 1961.08771, "attack_pct": 0.8757986962695237, "license": "MIT", "selection_order": 4788, "video": "videos/f227f06464c4e6238bc1340e0f8d4d667f6bb738a059f2065fb53da0558a737f.mp4", "video_id": "f227f06464c4e6238bc1340e0f8d4d667f6bb738a059f2065fb53da0558a737f"}
{"item_id": "S-EMBER_4662", "benchmark": "S-EMBER", "question": "What is the order of the paired cards I have placed on the table so far?", "options": ["The order of the paired cards was twos, nines, tens, sevens, tens, nines, Queens, Jacks, and tens.", "The order of the paired cards was twos, threes, sevens, nines, tens, Jacks, Queens, Kings, and Aces.", "The order of the paired cards was twos, threes, sevens, nines, tens, Jacks, Queens, and tens.", "The order of the paired cards was sevens, nines, tens, Jacks, Queens, Kings, eights, and fours.", "The order of the paired cards was Jokers, Aces, twos, Jacks, Queens, threes, twos, tens, and sevens."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "temporal_ordering_recognition", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.083333, "attack_pct": 0.1465325287207951, "license": "CC-BY-NC-4.0", "selection_order": 4794, "video": "videos/4a459e69f2e55d68eab0ecd8e9346b8f16b548e8291bc182997745cd3ca8e1c7.mp4", "video_id": "4a459e69f2e55d68eab0ecd8e9346b8f16b548e8291bc182997745cd3ca8e1c7"}
{"item_id": "ScaleLong_716", "benchmark": "ScaleLong", "question": "What color are the socks held by the person on the right?", "options": ["orange", "white", "blue", "green"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Clip", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 6145.013875, "attack_pct": 0.8675132309281012, "license": "unknown", "selection_order": 4795, "video": "videos/cb90a191033eccaebef7deb19f0f158bbc084838379df0e22ec2eb64eb70b9ea.mp4", "video_id": "cb90a191033eccaebef7deb19f0f158bbc084838379df0e22ec2eb64eb70b9ea"}
{"item_id": "Video-MME-v2_1150", "benchmark": "Video-MME-v2", "question": "What is the scene like when the man in the video says, \"flying pumpkins is exciting\"?", "options": ["A man is holding a duck, and a girl in a white T-shirt with a high ponytail is talking to him.", "A man is pushing a stroller with a duck in it, and a boy wearing a scout hat is talking to him excitedly.", "A man is pushing a stroller with a duck in it, and a girl in a black T-shirt with pigtails is walking toward him.", "A man is standing next to a stroller, and a little boy in a red baseball jacket is giving him a fist bump.", "A man is pushing a stroller with a duck in it, and a lady in a red cape is talking to him.", "A man is holding a duck, and a girl in a black T-shirt with pigtails is taking a photo with her phone.", "A man and a duck are standing on the grass, and a little boy runs over but does not speak.", "A man is pushing a stroller with a duck in it, and a girl in a black T-shirt with pigtails is petting the duck's back."], "answer": "A", "answer_idx": 0, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 1051.817506, "attack_pct": 0.7468858913127663, "license": "MIT", "selection_order": 4801, "video": "videos/cf54a57c878f757671ddace40ea189a09dc7cb7677393a5b4e2e07aa845ea860.mp4", "video_id": "cf54a57c878f757671ddace40ea189a09dc7cb7677393a5b4e2e07aa845ea860"}
{"item_id": "HLV-1K_280", "benchmark": "HLV-1K", "question": "Where do the characters find shelter during the nighttime in the forest?", "options": ["Under large leaves.", "Inside a cave.", "In a wooden cabin.", "Under a tree."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "descriptive-scene", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2871.936871, "attack_pct": 0.2100571188847295, "license": "MIT", "selection_order": 4802, "video": "videos/55abe29035878666ee98bef189879f7f46283f19a0a1f3bb4f1715bced86d3e3.mp4", "video_id": "55abe29035878666ee98bef189879f7f46283f19a0a1f3bb4f1715bced86d3e3"}
{"item_id": "TimeScope_1276", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words.\\n\\nQuestion: What does the golden retriever do after getting out of the box?", "options": ["lies on the ground", "kisses the man", "eats the food", "follows the baby", "plays with the ball", "gets back into the box"], "answer": "D", "answer_idx": 3, "n_options": 6, "chance": 0.166667, "capability": "grounding", "task_class": "_none", "scene_type": "music_dance_performance", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.9501500580870014, "license": "unknown", "selection_order": 4808, "video": "videos/6e8e892f7a4cbee98af823d24c617bfe13d0ccfbb9c9a06628b06b7c8b069f5c.mp4", "video_id": "6e8e892f7a4cbee98af823d24c617bfe13d0ccfbb9c9a06628b06b7c8b069f5c"}
{"item_id": "Video-MME_2566", "benchmark": "Video-MME", "question": "Which of the following tasks did the heroine not complete while her baby was sleeping?", "options": ["Rearranging the furniture in the living room.", "Making a coconut milk and orange juice drink.", "Baking a homemade cake from scratch.", "Writing a detailed report for work."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Action Recognition", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 1879.00517, "attack_pct": 0.8861656124951595, "license": "unknown", "selection_order": 4809, "video": "videos/d22a20e4203fc84269fca927020e6626ccaa45ef145a914169cc59eb06afc156.mp4", "video_id": "d22a20e4203fc84269fca927020e6626ccaa45ef145a914169cc59eb06afc156"}
{"item_id": "Video-MME-v2_2296", "benchmark": "Video-MME-v2", "question": "At the beginning of the interview, what initial tone of interaction was established by the four-person conversation group?", "options": ["Intimate.", "Lighthearted and cheerful.", "Awkward.", "Formal.", "Lively.", "Informal.", "Humorous.", "Witty."], "answer": "G", "answer_idx": 6, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 684.471383, "attack_pct": 0.5851135923583323, "license": "MIT", "selection_order": 4815, "video": "videos/b4e94f6cbe92899124f88066facdae1d62cbdf86bcf6b36f9b2753e15100dae9.mp4", "video_id": "b4e94f6cbe92899124f88066facdae1d62cbdf86bcf6b36f9b2753e15100dae9"}
{"item_id": "HLV-1K_9428", "benchmark": "HLV-1K", "question": "What happened after the scene featuring a man in a dark shirt and cap surrounded by a well-lit environment with wooden furnishings?", "options": ["The scene transitions to a formal environment featuring two men in black tuxedos.", "The scene shows a man and a woman engaging in an interaction amidst various pieces of clothing and a vending machine.", "The scene depicts a man in a red outfit with text overlay displaying 'ROBIN WILLIAMS.'.", "The scene transitions to a dimly lit interior setting with two men, one in a dark outfit and the other in a light-colored shirt."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal-relationship", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 2607.391927, "attack_pct": 0.4770233638827933, "license": "MIT", "selection_order": 4816, "video": "videos/6b2eee995b80f23d8a9dda301cf6a6521c7f17cd6a49e940d0a676cc5cf4ab3f.mp4", "video_id": "6b2eee995b80f23d8a9dda301cf6a6521c7f17cd6a49e940d0a676cc5cf4ab3f"}
{"item_id": "Video-MME-v2_768", "benchmark": "Video-MME-v2", "question": "When the blogger is saying \"See if you can make your steps a little bit wider,\" when this set of movements is completed, assuming the blogger wants to continue doing this set of movements, from the blogger's perspective, what is the most likely next hand movement?", "options": ["Both hands extend to the right front.", "Both hands cross in front of the chest.", "Both hands extend backward.", "Both hands extend downward.", "Both hands extend to the left front.", "Both hands extend forward, parallel to the ground.", "Both hands extend to the sides.", "Both hands extend upward."], "answer": "A", "answer_idx": 0, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 804.233333, "attack_pct": 0.692364786368917, "license": "MIT", "selection_order": 4822, "video": "videos/43563d2c73fd388ada8c25829ce5002a0f3c6a00cb5471aa4a9d28cd4e26cfd1.mp4", "video_id": "43563d2c73fd388ada8c25829ce5002a0f3c6a00cb5471aa4a9d28cd4e26cfd1"}
{"item_id": "Video-MME_2531", "benchmark": "Video-MME", "question": "Which item is not being displayed on the product showcase interface?", "options": ["Prada high heels.", "Nylon handbags.", "America's World Cup sneaker.", "Down jacket with a little green line."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Object Recognition", "scene_type": "music_dance_performance", "duration_group": ">30min", "duration_s": 1838.20771, "attack_pct": 0.9665031625145216, "license": "unknown", "selection_order": 4823, "video": "videos/60bfadb09934a6ce2cc9f4c38b29a00a4fdf39d758b8041a8775cf07ef81487d.mp4", "video_id": "60bfadb09934a6ce2cc9f4c38b29a00a4fdf39d758b8041a8775cf07ef81487d"}
{"item_id": "S-EMBER_8454", "benchmark": "S-EMBER", "question": "After I picked up the second pair of chopsticks, what was the next item I picked up?", "options": ["A restaurant menu.", "A plate.", "A small bowl.", "A fortune cookie.", "A red packet."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "sequential_action", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.6027736543178004, "license": "CC-BY-NC-4.0", "selection_order": 4829, "video": "videos/25af1fd666d92279c8d34cdd982cf3507d0bcf9134609392a05bf8f5efc97b78.mp4", "video_id": "25af1fd666d92279c8d34cdd982cf3507d0bcf9134609392a05bf8f5efc97b78"}
{"item_id": "ScaleLong_847", "benchmark": "ScaleLong", "question": "What gestures did the interviewee make while talking about the internet in the video?", "options": ["Only moved their head while speaking", "Frequently gestured with both hands while speaking", "Leaned forward and used facial expressions to emphasize points", "Crossed their arms and nodded occasionally."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Shot", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3958.537917, "attack_pct": 0.4816299858009552, "license": "unknown", "selection_order": 4830, "video": "videos/d38145204ee3757832bd263058549f8ec842530337af15f79f73140bdbe00548.mp4", "video_id": "d38145204ee3757832bd263058549f8ec842530337af15f79f73140bdbe00548"}
{"item_id": "new_History_8:Adaptation", "benchmark": "VideoMMMU", "question": "<image 1> Based on these findings, to which historical era does this description most likely belong?", "options": ["Palaeolithic", "Mesolithic", "Neolithic", "Bronze Age", "Iron Age", "Classical Antiquity", "Middle Ages", "Renaissance", "Industrial Age", "Modern Age"], "answer": "F", "answer_idx": 5, "n_options": 10, "chance": 0.1, "capability": "knowledge", "task_class": "Adaptation", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 609.366667, "attack_pct": 0.6739705692526139, "license": "unknown", "selection_order": 4836, "video": "videos/913d340e102c4eedb7ac3b7813535514857630eae296050e8e4eefc54bb6d513.mp4", "video_id": "913d340e102c4eedb7ac3b7813535514857630eae296050e8e4eefc54bb6d513"}
{"item_id": "VSI-Super-Wild_43", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] Here are 4 frames captured at different moments in the video. Each frame is shown from a slightly rotated viewpoint (30-60 degrees). Choose the option listing the frames by capture time, from first to last.", "options": ["Frame 1 → Frame 3 → Frame 2 → Frame 4", "Frame 3 → Frame 2 → Frame 4 → Frame 1", "Frame 4 → Frame 2 → Frame 3 → Frame 1", "Frame 3 → Frame 1 → Frame 2 → Frame 4"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VPO", "scene_type": "other", "duration_group": ">30min", "duration_s": 9132.3232, "attack_pct": 0.7314686330192333, "license": "unknown", "selection_order": 4837, "video": "videos/8a5c73010cd31102a3e2dc29f6a55246c642867c12e62630ad43be79b8b59dd0.mp4", "video_id": "8a5c73010cd31102a3e2dc29f6a55246c642867c12e62630ad43be79b8b59dd0"}
{"item_id": "Video-MME-v2_379", "benchmark": "Video-MME-v2", "question": "What does the crying from behind the door ultimately reveal?", "options": ["One must learn to face and coexist with grief.", "Conflicts hidden under emotional suppression will eventually echo back in the form of pain.", "The repeated endurance and suppression in women's fate.", "An echo of suppressed emotions, symbolizing grief that cannot be placed.", "The collapse of self-identity, revealing the individual's loss in emotional relationships.", "Inner trauma is calling for help, revealing the pain and loneliness of the subconscious.", "Hidden beneath all appearances is an unspeakable fear.", "The violence of love will ultimately create another wound."], "answer": "H", "answer_idx": 7, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 842.025215, "attack_pct": 0.1836920743513618, "license": "MIT", "selection_order": 4843, "video": "videos/8e532f4c2d2483a0d0469360395a20013106a994b0ca80da92444bc4cd8de905.mp4", "video_id": "8e532f4c2d2483a0d0469360395a20013106a994b0ca80da92444bc4cd8de905"}
{"item_id": "Video-MME-v2_839", "benchmark": "Video-MME-v2", "question": "According to the video footage, when the chef in the green apron processes the quinces, what is the process of state and position changes for these fruits from being brought into the kitchen to being ready for cooking?", "options": ["First, the chef takes the whole fruit from the basket and peels it; next, she puts the small pieces of fruit pulp into a food processor on the counter; finally, the pureed pulp is poured into a white enamel pot to start boiling into jam.", "First, they are held in a woven basket in their whole form; next, they are taken out and placed on the countertop; finally, they are cut into chunks and placed in a white enamel pot on the stove, soaked in water to prevent oxidation.", "In the video, the chef places a basket of whole quinces on the counter as an ingredient display; subsequently, she turns to other ingredient preparation, and the footage does not show any subsequent steps of cutting or soaking the quinces.", "They are brought to the kitchen in their whole form in a woven basket; subsequently, the chef washes and cuts them directly in the sink and puts them into a white enamel pot on the stove for cooking.", "First, they are taken out of the basket in their whole form and placed on a cutting board; next, the chef carefully cuts them in half and cores them; finally, these quince halves are placed in a metal bowl containing spiced syrup and slow-cooked on the stove.", "First, the chef pours the fruit from the basket directly into the sink to wash; next, peels and slices them on a cutting board; finally, the slices are neatly arranged on a silver baking tray lined with parchment paper, ready for the oven.", "First, the chef peels and cuts the whole fruit on the counter into chunks; next, the fruit pieces are transferred to a large stainless steel colander for thorough washing; finally, the cleaned fruit pieces are put into a pot on the stove ready for cooking.", "First, they are held in a woven basket in their whole form; next, they are taken out and placed on the countertop; finally, they are cut into chunks and soaked in a metal bowl of water on the stove."], "answer": "H", "answer_idx": 7, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 834.014331, "attack_pct": 0.5194026720020654, "license": "MIT", "selection_order": 4850, "video": "videos/876837d20e326c8a98cee7ce6eb6fbc5954fe5bab704ea07afc7bc6bf3e34aff.mp4", "video_id": "876837d20e326c8a98cee7ce6eb6fbc5954fe5bab704ea07afc7bc6bf3e34aff"}
{"item_id": "HLV-1K_8461", "benchmark": "HLV-1K", "question": "How does the scene change in terms of the food items being shown from 1481.0 to 1545.0 seconds?", "options": ["The food items change from white noodle-like food to rice and vegetables.", "The food items change from rice and vegetables to white noodle-like food.", "The food items remain the same throughout the scene.", "The food items change from fruits to white noodle-like food."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "attribute-change", "scene_type": "cooking_food", "duration_group": ">30min", "duration_s": 2197.559728, "attack_pct": 0.95645895185233, "license": "MIT", "selection_order": 4851, "video": "videos/ecc4d5b028281e478f3e1a5a8c1c495c231b208892e33c108e2eb2ca2d217414.mp4", "video_id": "ecc4d5b028281e478f3e1a5a8c1c495c231b208892e33c108e2eb2ca2d217414"}
{"item_id": "Video-MME-v2_2968", "benchmark": "Video-MME-v2", "question": "Which option accurately describes the sequence of text appearing on screen throughout the video?", "options": ["RULES: → DARTH VADER → ITEM COLLECTED → CHALLENGE FAILED.", "CRUELLA DE VIL → RULES: → ITEM DROPPED → CHALLENGE DONE.", "DARTH VADER → RULES: → ITEM DROPPED → CHALLENGE FAILED.", "DARTH VADER → RULES: → ITEM DROPPED → CHALLENGE DONE.", "RULES: → CRUELLA DE VIL → ITEM DROPPED → CHALLENGE DONE.", "RULES: → DARTH VADER → ITEM DROPED → CHALLENGE DONE.", "RULES: → CRUELLA DE VIL → ITEM DROPPED → CHALLENGE FAILED.", "RULES: → CHALLENGE BEGINS → ITEM COLLECTED → CHALLENGE FAILED."], "answer": "E", "answer_idx": 4, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 927.753288, "attack_pct": 0.7614318445850007, "license": "MIT", "selection_order": 4857, "video": "videos/d7fde5fe2dd835cbe3bae3c2d0a12764bdf9e07d5fa6d430327c3d87240dce16.mp4", "video_id": "d7fde5fe2dd835cbe3bae3c2d0a12764bdf9e07d5fa6d430327c3d87240dce16"}
{"item_id": "TimeScope_2579", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["strawberry, lemon, quince", "ugli, strawberry, tangerine", "grape, raspberry, cherry", "grape, tangerine, grape", "apple, banana, raspberry", "strawberry, grape, honeydew"], "answer": "D", "answer_idx": 3, "n_options": 6, "chance": 0.166667, "capability": "grounding", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 7200.0, "attack_pct": 0.8400993933135408, "license": "unknown", "selection_order": 4858, "video": "videos/4004abedf58000fe389f94526c84cbd6cede62e50b45f13900efd9cf55085f95.mp4", "video_id": "4004abedf58000fe389f94526c84cbd6cede62e50b45f13900efd9cf55085f95"}
{"item_id": "Video-MME-v2_107", "benchmark": "Video-MME-v2", "question": "What is the most likely purpose of the man wearing glasses's expressions regarding China?", "options": ["He seeks to find a \"good place\" that would be beneficial for the long-term development of AI in the United States.", "He subtly expresses dissatisfaction with current policies and genuinely hopes to contribute to the development of AI technology in China.", "He advocates for the global sharing of AI technology to promote collective progress.", "He hopes that the U.S. President will approve Nvidia's sale of GPUs to China.", "He hopes that as much AI as possible in China is built on American technology to ensure the continued advantage and success of the United States.", "He believes that China and the U.S. should establish a more open cooperative mechanism in the field of AI.", "He expresses concern about China's AI development and hopes for a win-win outcome through collaboration.", "He emphasizes the importance of China-U.S. cooperation in global AI development."], "answer": "D", "answer_idx": 3, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 692.210068, "attack_pct": 0.6599812830773203, "license": "MIT", "selection_order": 4864, "video": "videos/54c31c1d94f007ae0e4acf9609d50c4b3150c9292f67245100cb3132498da9cd.mp4", "video_id": "54c31c1d94f007ae0e4acf9609d50c4b3150c9292f67245100cb3132498da9cd"}
{"item_id": "667", "benchmark": "LVBench", "question": "Where are the three girls transported?", "options": ["On the spaceship", "On the car", "On the plane", "On the ship"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "event understanding", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 5025.773424, "attack_pct": 0.3110881631599329, "license": "CC-BY-NC-SA-4.0", "selection_order": 4865, "video": "videos/b248be5d55e65e90541031c9be174c3d107346ed20d938db659449d31667242f.mp4", "video_id": "b248be5d55e65e90541031c9be174c3d107346ed20d938db659449d31667242f"}
{"item_id": "Video-MME-v2_1594", "benchmark": "Video-MME-v2", "question": "In the final push-up challenge, compared to the start of the challenge, how many more eliminated contestants were there when the host announced 10 seconds remaining?", "options": ["No change in number.", "Increased by 1 person.", "Increased by 7 people.", "Increased by 4 people.", "Increased by 3 people.", "Increased by 6 people.", "Increased by 5 people.", "Increased by 2 people."], "answer": "H", "answer_idx": 7, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 916.886349, "attack_pct": 0.7955418226410224, "license": "MIT", "selection_order": 4871, "video": "videos/3e02b4c533ec6c619771d83b5e39ba2de482d1ab67cf05f6eef871dc1ed68be9.mp4", "video_id": "3e02b4c533ec6c619771d83b5e39ba2de482d1ab67cf05f6eef871dc1ed68be9"}
{"item_id": "HLV-1K_7458", "benchmark": "HLV-1K", "question": "How does the camera move in the video from 97.0 seconds to 4987.0 seconds?", "options": ["The camera moves closer to the dog.", "The camera moves away from the dog.", "The camera remains stationary.", "The camera moves around the room."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "camera-direction", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 5062.437732, "attack_pct": 0.5083984122886278, "license": "MIT", "selection_order": 4872, "video": "videos/a1ed56960fbc14224f258f8df90a177306b7e6a44f62f762753038bdfaca309f.mp4", "video_id": "a1ed56960fbc14224f258f8df90a177306b7e6a44f62f762753038bdfaca309f"}
{"item_id": "Video-MME-v2_1037", "benchmark": "Video-MME-v2", "question": "What changes occurred in the peanut paste crust wrapped around the raw beef after a period of resting?", "options": ["The crust gradually melted, and some liquid penetrated the inside of the beef, making the surface shiny, while the crust itself became thinner.", "The crust partially froze due to the low-temperature environment, changing from paste to a semi-solid ice shell, with the color turning light white.", "The color and texture of the crust hardly showed any observable changes during the entire resting process.", "White salt crystals appeared on the surface of the crust; the texture remained soft and did not harden, and the color did not change.", "The crust changed from a soft, moist paste texture to a hard, brittle block, and the color also changed from light brown to darker.", "The crust changed from a soft, moist paste texture to a slightly dry state, but became harder overall, with the color slightly darker.", "The crust volume clearly expanded, many cracks appeared on the surface, but the color and softness did not change.", "The crust changed from a soft, moist paste texture to a slightly dry state, remaining soft overall, with the color slightly brighter."], "answer": "H", "answer_idx": 7, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 969.108027, "attack_pct": 0.976426358590422, "license": "MIT", "selection_order": 4878, "video": "videos/b73e41fe17a23fc6e0eadee61c651546b3e6fedb16149788769ea5337c5e25ff.mp4", "video_id": "b73e41fe17a23fc6e0eadee61c651546b3e6fedb16149788769ea5337c5e25ff"}
{"item_id": "ScaleLong_1707", "benchmark": "ScaleLong", "question": "On which day did the man successfully start a fire?", "options": ["The second day", "The first day", "The fourth day", "The third day"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Event", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 3789.356023, "attack_pct": 0.7657803020524074, "license": "unknown", "selection_order": 4879, "video": "videos/a9030f32dcce1827ba2a13d752f74ddabfdae165d153291d419210f49045cf4d.mp4", "video_id": "a9030f32dcce1827ba2a13d752f74ddabfdae165d153291d419210f49045cf4d"}
{"item_id": "LongVideoBench_626", "benchmark": "LongVideoBench", "question": "The screen displays a black PPT background with the title 'War in Ukraine Factors' in gray letters. Below are three circles containing some drawings, followed by gray and red rectangles with some content written inside. What changes occur to the rectangles when the phrase 'actions of mot. riflemen and tanks to accomplish the task.' is mentioned?", "options": ["Both rectangles became empty", "Both rectangles were filled with more content", "The gray rectangle disappeared", "The red rectangle disappeared", "The red rectangle was enlarged"], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "TAA", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 1745.966667, "attack_pct": 0.8112495159416548, "license": "CC-BY-NC-SA-4.0", "selection_order": 4885, "video": "videos/4cb28526d42acb2e081e97090d7b78341d11c3f9b492a503b6aaa956b8881d72.mp4", "video_id": "4cb28526d42acb2e081e97090d7b78341d11c3f9b492a503b6aaa956b8881d72"}
{"item_id": "4959", "benchmark": "LVBench", "question": "What genders are the two people singing in the fourth song in the video?", "options": ["Two individuals of the same gender", "One men and one women", "Two women", "Two men"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "key information retrieval", "scene_type": "music_dance_performance", "duration_group": ">30min", "duration_s": 3620.455329, "attack_pct": 0.697390925519556, "license": "CC-BY-NC-SA-4.0", "selection_order": 4886, "video": "videos/c88ba773b48f01c4c0a6eca822b515352a1df6cb833856c1fcbb4f2c84b9612d.mp4", "video_id": "c88ba773b48f01c4c0a6eca822b515352a1df6cb833856c1fcbb4f2c84b9612d"}
{"item_id": "LongVideoBench_942", "benchmark": "LongVideoBench", "question": "In a slightly dimly lit room with a light beam, three men are sitting by a gray table. On the left is a man with short hair wearing a black shirt and a red tie. In the middle is a man wearing a yellow long-sleeve shirt and a red tie. On the right is another man in a black shirt. There are several items placed on the table. Which of the following items has appeared on the table?", "options": ["Jump rope", "Book", "Drink", "Snacks", "Cup"], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "S2O", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 1132.553288, "attack_pct": 0.6751000387246676, "license": "CC-BY-NC-SA-4.0", "selection_order": 4892, "video": "videos/2537868f667af1fa2c85fbdecbdb919ed4ae7d150395617cfff65810ee786979.mp4", "video_id": "2537868f667af1fa2c85fbdecbdb919ed4ae7d150395617cfff65810ee786979"}
{"item_id": "V2P-Bench_80", "benchmark": "V2P-Bench", "question": "Where is the woman indicated by the arrow sitting on the right side of the podium?", "options": ["Last row", "Nobody wears it", "First row", "Second row"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "17", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 5699.4, "attack_pct": 0.6890005808700141, "license": "CC-BY-NC-4.0", "selection_order": 4893, "video": "videos/92751f70e05ece81e63ef0b8a14461a0a0535fb8c08bafffe3ae123268f44116.mp4", "video_id": "92751f70e05ece81e63ef0b8a14461a0a0535fb8c08bafffe3ae123268f44116"}
{"item_id": "VSI-Super-Wild_1223", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] Here are 4 frames captured at different moments in the video. Each frame is shown from a slightly rotated viewpoint (30-60 degrees). Choose the option listing the frames by capture time, from first to last.", "options": ["Frame 2 → Frame 3 → Frame 1 → Frame 4", "Frame 2 → Frame 3 → Frame 4 → Frame 1", "Frame 4 → Frame 2 → Frame 1 → Frame 3", "Frame 1 → Frame 3 → Frame 2 → Frame 4"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VPO", "scene_type": "other", "duration_group": ">30min", "duration_s": 1833.731045, "attack_pct": 0.7327997934684394, "license": "unknown", "selection_order": 4900, "video": "videos/35fa784b87828411e3afaddf9145d1f5af34e7e41d4b3c67834968a908ae3923.mp4", "video_id": "35fa784b87828411e3afaddf9145d1f5af34e7e41d4b3c67834968a908ae3923"}
{"item_id": "Video-MME-v2_1277", "benchmark": "Video-MME-v2", "question": "Regarding the snack that made the girl on the left feel her \"jaw hurts,\" what specific rating did she ultimately give?", "options": ["She gave a full score of 10 for the overall texture.", "She gave separate scores of 6 and 4 for two different flavors.", "Because the texture was too hard, she directly gave it a low score of 3.", "She gave it a 1 and warned the audience not to buy it.", "She gave it a 7.5 and said the score would be higher if it were another flavor.", "She gave the strawberry flavor a 9, but only gave the grape flavor a 3.", "She gave it a 5, considering it to be an unremarkable and mediocre item.", "She did not give a specific score, only vaguely saying \"It's okay\"."], "answer": "B", "answer_idx": 1, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 1013.92254, "attack_pct": 0.8007293145733833, "license": "MIT", "selection_order": 4906, "video": "videos/78d8922f7b9bd81439a1c60d32ec4ab3111ed7a068d11d16e91fe22e013b07e3.mp4", "video_id": "78d8922f7b9bd81439a1c60d32ec4ab3111ed7a068d11d16e91fe22e013b07e3"}
{"item_id": "Video-MME_2334", "benchmark": "Video-MME", "question": "According to the timer after the race, in which lag does Jake Gagne drive fastest?", "options": ["Lag 1.", "Lag 2.", "Lag 3.", "Lag 4."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Temporal Reasoning", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 3472.312018, "attack_pct": 0.725918097327998, "license": "unknown", "selection_order": 4907, "video": "videos/ecc3832d5737ba10e75937aadb6d52ae02a664df5e703f0e29478ecf6188f72b.mp4", "video_id": "ecc3832d5737ba10e75937aadb6d52ae02a664df5e703f0e29478ecf6188f72b"}
{"item_id": "Video-MME-v2_689", "benchmark": "Video-MME-v2", "question": "From 2022 to 2025, among the top seven ranked countries or regions shown in the video, which pair shows the greatest growth trend between two adjacent rankings?", "options": ["Luxembourg, Macau.", "Luxembourg, Ireland.", "Singapore, Ireland.", "Liechtenstein, Macau.", "Macau, Singapore.", "Ireland, Bermuda.", "Qatar, Singapore.", "Qatar, Bermuda."], "answer": "C", "answer_idx": 2, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 986.430113, "attack_pct": 0.6915499548212212, "license": "MIT", "selection_order": 4913, "video": "videos/da44d32dd45cfa7508efb1fc7d477d285aedcbe4315e14894e72e1806bef11b7.mp4", "video_id": "da44d32dd45cfa7508efb1fc7d477d285aedcbe4315e14894e72e1806bef11b7"}
{"item_id": "HLV-1K_9504", "benchmark": "HLV-1K", "question": "What items are attached to the background wall in the frame captured at 161.0 seconds?", "options": ["A clock and a painting.", "A menu and a cutting board.", "A mirror and a calendar.", "A poster and a shelf."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object understanding", "scene_type": "cooking_food", "duration_group": ">30min", "duration_s": 1932.527166, "attack_pct": 0.9687863043758874, "license": "MIT", "selection_order": 4914, "video": "videos/5eb89b4cc8a7bad3ed4841715601a1e1087c93dcafc9e78125104b5fd28dad56.mp4", "video_id": "5eb89b4cc8a7bad3ed4841715601a1e1087c93dcafc9e78125104b5fd28dad56"}
{"item_id": "Video-MME-v2_1944", "benchmark": "Video-MME-v2", "question": "In the scene where the elderly person continuously swims past a giant deer in the water, from the camera's perspective, in which direction do the arms rotate?", "options": ["The left arm rotates counterclockwise and the right arm rotates clockwise.", "Both arms rotate counterclockwise.", "The arms primarily perform a forward pushing motion through the water.", "The arms alternately move up and down.", "In the first shot of the elderly person swimming in the video, the arms rotate in a forward direction from the camera's perspective.", "Both arms rotate clockwise.", "Both arms remain straight and do not rotate.", "The left arm rotates clockwise and the right arm rotates counterclockwise."], "answer": "B", "answer_idx": 1, "n_options": 8, "chance": 0.125, "capability": "spatial", "task_class": "_none", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 977.211791, "attack_pct": 0.7983816315993287, "license": "MIT", "selection_order": 4920, "video": "videos/b61016af8f060b94f078aaa3d21012824660c3842c7f33bbd9fbac3877620ca4.mp4", "video_id": "b61016af8f060b94f078aaa3d21012824660c3842c7f33bbd9fbac3877620ca4"}
{"item_id": "VideoOdyssey_2445", "benchmark": "VideoOdyssey", "question": "What had been planted previously in the first planting bed they worked on after the two men returned from buying seedlings?", "options": ["Pepper", "Lettuce", "Strawberry", "Squash"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "AV/Speech Content Reasoning", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 4185.420045, "attack_pct": 0.7187782367368013, "license": "CC-BY-NC-SA-4.0", "selection_order": 4921, "video": "videos/5c4b8762807dfa1ebae4be2fcdab64b33a4fb4dc27ce916a6916853686631197.mp4", "video_id": "5c4b8762807dfa1ebae4be2fcdab64b33a4fb4dc27ce916a6916853686631197"}
{"item_id": "S-EMBER_5701", "benchmark": "S-EMBER", "question": "Where can I find my wine opener?", "options": ["In the drawer below the counter, near the air fryer.", "In the top drawer to the left of the stove.", "On the kitchen counter next to the box of gnocchi.", "The wine opener is not clearly visible in the video.", "In the top drawer to the right of the stove."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "location_trace", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 600.166667, "attack_pct": 0.6694365560862269, "license": "CC-BY-NC-4.0", "selection_order": 4927, "video": "videos/035e4aaba1e5f23e9c3b07ada12e609b7e12146de0adbe2a052747ecc7e7cfe8.mp4", "video_id": "035e4aaba1e5f23e9c3b07ada12e609b7e12146de0adbe2a052747ecc7e7cfe8"}
{"item_id": "MLVU_622", "benchmark": "MLVU", "question": "In this video, how many instances are there of the 'making jewelry' action scene in total?\n(A) 6\n(B) 4\n(C) 3\n(D) 1\n", "options": ["6", "4", "3", "1"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "count", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 7788.1, "attack_pct": 0.5652510649283594, "license": "CC-BY-NC-SA-4.0", "selection_order": 4928, "video": "videos/27647a981e0f3fa4ee8de867b5b472567c4715fc5a63411ee919f480dcfad25e.mp4", "video_id": "27647a981e0f3fa4ee8de867b5b472567c4715fc5a63411ee919f480dcfad25e"}
{"item_id": "S-EMBER_5351", "benchmark": "S-EMBER", "question": "What is the order of noodles I've placed on the board since starting the second puzzle?", "options": ["Red, green, yellow, pink, white, and blue.", "Red, green, purple, yellow, blue, and white.", "Green, red, orange, peach, grey, pink, and white.", "Light pink, light blue, red, yellow, orange, green, and grey.", "Red, pink, purple, green, yellow, orange, and white."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "temporal_ordering_recognition", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.2686443139279721, "license": "CC-BY-NC-4.0", "selection_order": 4934, "video": "videos/356c08afba40144557acf79acde0bcad4f460d89b9e8011ddabdaff64d8d7300.mp4", "video_id": "356c08afba40144557acf79acde0bcad4f460d89b9e8011ddabdaff64d8d7300"}
{"item_id": "HourVideo_1114", "benchmark": "HourVideo", "question": "Which activity involved the camera wearer using the tap more frequently: cleaning utensils or preparing dough with child?", "options": ["Cleaning utensils involved the camera wearer using the tap more frequently", "Preparing dough with child involved the camera wearer using the tap more frequently", "The video does not show the camera wearer using the tap during dough preparation, only during cleaning utensils", "Both activities involved the camera wearer using the tap with the same frequency", "The tap was not used during either activity; the camera wearer used other methods"], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "reasoning/temporal/frequency", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 4631.323333, "attack_pct": 0.2217067897250548, "license": "Apache-2.0", "selection_order": 4935, "video": "videos/f9c9b4537124c4f09bdf6d14fdeb8a5ca3316a839b9e6be6bd92b18d0ba923c6.mp4", "video_id": "f9c9b4537124c4f09bdf6d14fdeb8a5ca3316a839b9e6be6bd92b18d0ba923c6"}
{"item_id": "MLVU_1989", "benchmark": "MLVU", "question": "Arrange the following events from the video in the correct chronological order: (1)The mix is poured into cupcake liners; (2)A cake with a Hershey shape is placed on a white plate; (3)Eggs, flour, and other ingredients are mixed in a bowl; (4)The cake is cut into a piece and served on a white plate.\n(A) 3->1->4->2\n(B) 3->1->2->4\n(C) 1->2->3->4\n(D) 2->3->1->4\n", "options": ["3->1->4->2", "3->1->2->4", "1->2->3->4", "2->3->1->4"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "order", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 743.466667, "attack_pct": 0.9829772815283336, "license": "CC-BY-NC-SA-4.0", "selection_order": 4941, "video": "videos/941870a31de33af7437630a2571fefd54b1f556e668f41973ff4c6908ab7857d.mp4", "video_id": "941870a31de33af7437630a2571fefd54b1f556e668f41973ff4c6908ab7857d"}
{"item_id": "Video-MME_2519", "benchmark": "Video-MME", "question": "As one team enjoys pizza, how many tasks has the other team completed?", "options": ["11.", "15.", "12.", "26."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "OCR Problems", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 3473.008617, "attack_pct": 0.8437540338195431, "license": "unknown", "selection_order": 4942, "video": "videos/6b6d98f4ae85a1f0aa4eb6ce2b72e229c6f51b1eac833f3510e039768cf6804d.mp4", "video_id": "6b6d98f4ae85a1f0aa4eb6ce2b72e229c6f51b1eac833f3510e039768cf6804d"}
{"item_id": "Video-MME-v2_1397", "benchmark": "Video-MME-v2", "question": "What property changes have occurred inside the food of the 11th tool introduced in the video?", "options": ["The cell wall ruptures, releasing more flavor compounds.", "Starch gelatinization makes food easier to digest.", "The internal structure of food becomes soft and porous.", "The increase in internal temperature triggers the Maillard reaction.", "Mix all parts evenly together.", "Proteins undergo denaturation, resulting in a denser texture.", "Fat melts and redistributes in the ingredients.", "The water distribution is more uniform and the taste is more delicate."], "answer": "E", "answer_idx": 4, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 826.04, "attack_pct": 0.5241464437846909, "license": "MIT", "selection_order": 4948, "video": "videos/b5c21e35ed8b5dc1cfbc083c3a580938d0c2d7822d462feb400e505e5c68bbe4.mp4", "video_id": "b5c21e35ed8b5dc1cfbc083c3a580938d0c2d7822d462feb400e505e5c68bbe4"}
{"item_id": "ScaleLong_339", "benchmark": "ScaleLong", "question": "Which of the following statements about the video content is accurate in the given time period?", "options": ["Someone in the video is using a mobile phone.", "No black people appear in the video.", "The location in the video is by the sea.", "The total number of people in the video does not exceed six."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Story", "scene_type": "music_dance_performance", "duration_group": ">30min", "duration_s": 6127.96, "attack_pct": 0.92331709048664, "license": "unknown", "selection_order": 4949, "video": "videos/5c9467f8fab97ba703f41f37f8ff2f9c957a82093cd1c77925a60a015649b7ef.mp4", "video_id": "5c9467f8fab97ba703f41f37f8ff2f9c957a82093cd1c77925a60a015649b7ef"}
{"item_id": "Video-MME-v2_2881", "benchmark": "Video-MME-v2", "question": "According to the video, which statement about the vlogger's current romantic life is most accurate?", "options": ["The vlogger is engaged; his fiancée has brown hair and is about the same height as him.", "The vlogger is married; his wife has brown hair and is about the same height as him.", "The vlogger is engaged; his fiancée has blonde hair and is about the same height as him.", "The vlogger is engaged; his fiancée has brown hair and is shorter than him.", "The vlogger is engaged; his fiancée has blonde hair and is shorter than him.", "The vlogger is married; his wife has blonde hair and is about the same height as him.", "The vlogger is married; his wife has brown hair and is shorter than him.", "The vlogger is married; his wife has blonde hair and is shorter than him."], "answer": "E", "answer_idx": 4, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 715.430023, "attack_pct": 0.8060378210920356, "license": "MIT", "selection_order": 4955, "video": "videos/3dcc6deff6978265fded3ca986ba0145ce44d34663169a0f3e3e0a6d673067b6.mp4", "video_id": "3dcc6deff6978265fded3ca986ba0145ce44d34663169a0f3e3e0a6d673067b6"}
{"item_id": "Video-MME-v2_367", "benchmark": "Video-MME-v2", "question": "From the overall atmosphere of group interaction, which \"relationship model\" most comprehensively describes the psychological and social relationship between the central figure and the questioner group?", "options": ["Educator–learner relationship-the central figure assumes the role of an experienced guide, interpreting experiences, offering explanations, and shaping the questioner group's understanding through advice, storytelling, and value framing.", "Cold neutral relationship-lacking emotional investment and stance conflict.", "Mutual teaching relationship-both parties supplement information and exchange viewpoints based on their own experiences, forming a mutually enlightening interaction pattern on a foundation of limited equality.", "Friendly dialogue relationship-atmosphere mainly maintained through humor and resonance.", "Authoritative dominance relationship-the central figure uses status suppression, tone correction, or topic diversion to keep group dialogue in a state of unilateral dominance.", "Strategic friendliness-the central figure defuses tension through smiles, humor, and storytelling, forming a social pseudo-harmony of \"affable appearance concealing defense.\"", "Structural antagonism masked by politeness-surface-level equal exchange, but essentially implicit conflict between class, morality, and experiential authority.", "Power-imbalanced scrutiny relationship-the questioner group, based on their lived realities, scrutinizes and challenges the central figure's views on wealth and moral responsibility."], "answer": "G", "answer_idx": 6, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 1020.686333, "attack_pct": 0.7576965276881373, "license": "MIT", "selection_order": 4962, "video": "videos/06c0b2caf008e1a7bb27174c192034b48beb388dbe46de04bc5987c1d44bc0f0.mp4", "video_id": "06c0b2caf008e1a7bb27174c192034b48beb388dbe46de04bc5987c1d44bc0f0"}
{"item_id": "VSI-Super-Wild_3561", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] At the indicated moment in this clip, which direction is the camera/person moving? (forward = the direction the camera is facing)", "options": ["right", "backward", "left", "forward"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VMR", "scene_type": "other", "duration_group": ">30min", "duration_s": 2383.612333, "attack_pct": 0.7396814896088808, "license": "unknown", "selection_order": 4963, "video": "videos/b898f1b4a9660aa3dd429b057a83bc4373afff08da36f2ff2e82d0d6aebda954.mp4", "video_id": "b898f1b4a9660aa3dd429b057a83bc4373afff08da36f2ff2e82d0d6aebda954"}
{"item_id": "Video-MME-v2_2838", "benchmark": "Video-MME-v2", "question": "How many reverse flies were performed alone (without combining with any other exercise) in the video?", "options": ["10.", "8.", "14.", "15.", "13.", "11.", "12.", "9."], "answer": "G", "answer_idx": 6, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 952.877279, "attack_pct": 0.8094665677036272, "license": "MIT", "selection_order": 4969, "video": "videos/0e5ed3fde786ff7acf8f51d6339aef65b3a67a6ecc099b7804d2fd0203161fd5.mp4", "video_id": "0e5ed3fde786ff7acf8f51d6339aef65b3a67a6ecc099b7804d2fd0203161fd5"}
{"item_id": "VideoOdyssey_1166", "benchmark": "VideoOdyssey", "question": "Which of the following athletes fell on their jump tricks in both runs of the qualifying round?", "options": ["Sven Thorgren", "Red Gerard", "Ian Matteoli", "Mark Mcmorris"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "V/Object Reasoning", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 3630.811429, "attack_pct": 0.5746095262682329, "license": "CC-BY-NC-SA-4.0", "selection_order": 4970, "video": "videos/6b80daa7bd563dd72faaab12f5466f1e33e7069cce23934ad6db5b507fc1972f.mp4", "video_id": "6b80daa7bd563dd72faaab12f5466f1e33e7069cce23934ad6db5b507fc1972f"}
{"item_id": "Video-MME-v2_1903", "benchmark": "Video-MME-v2", "question": "When the chef was cutting tomatoes, what shape were the tomato pieces cut into?", "options": ["When the chef was cutting the tomatoes, the pieces were cut into uniform, thin circular slices.", "Half-moon shaped, with the tomato skin intact.", "Julienned, quickly cut with a knife.", "Sliced and very thin.", "Diced, intended for salad.", "Small chunks, used for stewing.", "Sliced, but relatively thick.", "Cubed, with uniform size."], "answer": "D", "answer_idx": 3, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 1048.055873, "attack_pct": 0.9820414353943462, "license": "MIT", "selection_order": 4976, "video": "videos/19feb2dd01c5c0c61b1fff454b96721e41c800026623b66cfbdf42b412006ec2.mp4", "video_id": "19feb2dd01c5c0c61b1fff454b96721e41c800026623b66cfbdf42b412006ec2"}
{"item_id": "HLV-1K_4667", "benchmark": "HLV-1K", "question": "In which order do the events occur in the video from 6.0 to 2533.0 seconds?", "options": ["The scene unfolds in a kitchen environment featuring various culinary activities. Subsequently, the scene shifts to a focus on the countertop, revealing fresh vegetables. Further frames capture moments of complete darkness before transitioning back to showing a centrally positioned person in a chef's uniform.", "The event starts with a scene in a modern kitchen setting at 175.0 seconds. Two individuals are engaged in culinary activities. The kitchen features dark-toned cabinetry and stainless steel fixtures. The counter showcases items like cucumbers, limes, an avocado, and a halved red onion suggesting preparations for a cooking session.", "The event opens with a detailed culinary demonstration set in a modern kitchen, beginning at 244.0 seconds. Two individuals dressed in professional chef attire are positioned near a kitchen counter laden with various ingredients. The kitchen backdrop features standard elements including a microwave, drawers, a kitchen sink, and a water dispenser.", "The event begins with a kitchen scene at 1545.0 seconds where two individuals are actively engaged in cooking activities. The first person, positioned on the left side of the frame, is holding tongs and a pan, suggesting frying or cooking something on the stovetop. The second individual, positioned on the right, is preparing food with a mixing bowl."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "time-order", "scene_type": "cooking_food", "duration_group": ">30min", "duration_s": 2536.826485, "attack_pct": 0.5014763779527559, "license": "MIT", "selection_order": 4977, "video": "videos/491b2f2fd9743db03d1f237782657f72066c110dfe63bd5a4f223fa740b379b7.mp4", "video_id": "491b2f2fd9743db03d1f237782657f72066c110dfe63bd5a4f223fa740b379b7"}
{"item_id": "StreamingBench_931", "benchmark": "StreamingBench", "question": "What is likely the next step after dispensing all the paint colors onto the plastic sheet?", "options": ["The hand will spread the paint across the sheet.", "The plastic sheet will be removed from the canvas.", "Additional colors will be added.", "The text \"CorreaArt\" will be erased."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "Prospective Reasoning", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 1185.425125, "attack_pct": 0.967681037821092, "license": "unknown", "selection_order": 4983, "video": "videos/020f9ae512de6e2141871802d6b01744afda9ab21e9511f6dadcb338918cf174.mp4", "video_id": "020f9ae512de6e2141871802d6b01744afda9ab21e9511f6dadcb338918cf174"}
{"item_id": "HLV-1K_420", "benchmark": "HLV-1K", "question": "What is the battery level of the mobile phone displayed during the demonstration from 1614.0 to 1657.0 seconds?", "options": ["75%.", "87%.", "92%.", "100%."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "attribute-change", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 2211.096961, "attack_pct": 0.8597763650445334, "license": "MIT", "selection_order": 4984, "video": "videos/e4c2556491d3289e44290af9781fe264e8706e9e259c0dd18f3e5f6b9266f5ef.mp4", "video_id": "e4c2556491d3289e44290af9781fe264e8706e9e259c0dd18f3e5f6b9266f5ef"}
{"item_id": "ScaleLong_1653", "benchmark": "ScaleLong", "question": "How many fish did BENJI catch the first time he went fishing?", "options": ["12", "13", "11", "10"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Clip", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 6432.8662, "attack_pct": 0.6232815928746611, "license": "unknown", "selection_order": 4991, "video": "videos/a943f53f87ac5ed093899d26a1e65a5211124fb4788f2e4f312fe1eda4dea8e7.mp4", "video_id": "a943f53f87ac5ed093899d26a1e65a5211124fb4788f2e4f312fe1eda4dea8e7"}
{"item_id": "S-EMBER_2686", "benchmark": "S-EMBER", "question": "How many people did I see inside the store?", "options": ["You saw approximately 8-10 people in the store.", "You saw seven people inside the store.", "You saw 11 people inside the store.", "You saw three people inside the store.", "You saw approximately 25 people in the store."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "counting_objects_events", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.25, "attack_pct": 0.1549712792048534, "license": "CC-BY-NC-4.0", "selection_order": 4997, "video": "videos/54de1ac775a28011a32cb385c68bdb0efa321bcb20f2d4a5fb950170019cc719.mp4", "video_id": "54de1ac775a28011a32cb385c68bdb0efa321bcb20f2d4a5fb950170019cc719"}
{"item_id": "OVO-S-Bench_789", "benchmark": "OVO-S-Bench", "question": "(Question asked at 1870.1 s into the video; 'current' refers to that moment.) Which of the following sequences represents the chronological order in which the camera wearer focused on or interacted with the last three items in the video?", "options": ["Smartphone, cat, book", "Smartphone, book, cat", "Book, smartphone, cat", "Cat, book, smartphone"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "2.3.1", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 2520.8, "attack_pct": 0.816791983993804, "license": "unknown", "selection_order": 4998, "video": "videos/5ba2ffb9562b6d324578c4e7ca7119a7efdf9bc0f4b57ec9010745aa4e141427.mp4", "video_id": "5ba2ffb9562b6d324578c4e7ca7119a7efdf9bc0f4b57ec9010745aa4e141427"}
{"item_id": "Video-MME-v2_1768", "benchmark": "Video-MME-v2", "question": "When the first team went through the checkpoint involving popping balloons with a golf club–like device, which of the following percentages is closest to the success rate of the man in the orange shirt?", "options": ["30%.", "22%.", "60%.", "35%.", "12%.", "5%.", "42%.", "50%."], "answer": "E", "answer_idx": 4, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 661.838367, "attack_pct": 0.8199464308764683, "license": "MIT", "selection_order": 5004, "video": "videos/b69d46eab22c50d4082d38c382675ea1a0d3e45ff24401fc8db40e2e38685e68.mp4", "video_id": "b69d46eab22c50d4082d38c382675ea1a0d3e45ff24401fc8db40e2e38685e68"}
{"item_id": "HLV-1K_1894", "benchmark": "HLV-1K", "question": "What is the man wearing and carrying in the parking lot scene at 1239.0 seconds into the video?", "options": ["A dark-colored shirt and a backpack.", "A light-colored shirt and a shopping bag.", "A jacket and a briefcase.", "A t-shirt and a water bottle."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object understanding", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 2521.849615, "attack_pct": 0.4874870917774622, "license": "MIT", "selection_order": 5005, "video": "videos/c9081511f522f907c7fdc2c439bbc82cbc096e99f0d00297a39f2c56f1c22e7e.mp4", "video_id": "c9081511f522f907c7fdc2c439bbc82cbc096e99f0d00297a39f2c56f1c22e7e"}
{"item_id": "Video-MME-v2_2954", "benchmark": "Video-MME-v2", "question": "When the aunties learned that Sammy's employer, upon seeing her naked, not only did not get angry but instead embraced her, how did this information change the group dynamics and reveal its internal decision-making mechanisms?", "options": ["Facing this anomalous information, the group fell into confusion and silence; unable to interpret the employer's behavior, they failed to produce effective suggestions, and the final vote appeared illogical.", "The information relaxed the group's suspicion toward the employer, interpreting the positive response as full acceptance; they considered all of Sammy's work validated, supporting her continued babysitting even if the employer's actions could be misread as sexual signals.", "The information prompted the group to judge that Sammy's babysitting and modeling work were essentially equivalent, recommending she fully integrate the two professional identities without deliberate separation.", "The employer's unexpected reaction triggered competition among the aunties, who vied to offer the boldest hypotheses to gain attention, diverting the discussion from providing practical advice to Sammy.", "This information disrupted the group's initial \"career crisis\" prediction, splitting dynamics: some members felt the problem was resolved, while others redefined the situation as a new potential risk.", "The group's focus shifted from the embarrassment of Sammy's nudity encounter to her professional role, with subsequent discussion deepening consideration of her full-time work's impact on her part-time babysitting.", "This information shattered the group's initial view that it was just an 'embarrassing incident.' It moved the members from scattered guesses to a collective agreement, framing it as a red flag and prompting them to discuss the employer's potential ulterior motives and the threats to Sammy's babysitting job."], "answer": "E", "answer_idx": 4, "n_options": 7, "chance": 0.142857, "capability": "knowledge", "task_class": "_none", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 932.815238, "attack_pct": 0.7867480960371757, "license": "MIT", "selection_order": 5011, "video": "videos/bba7a41fe6c16b9cb753426f9a6b93b9f49d8c60f6f4bbd43143b2e3e85fada6.mp4", "video_id": "bba7a41fe6c16b9cb753426f9a6b93b9f49d8c60f6f4bbd43143b2e3e85fada6"}
{"item_id": "ScaleLong_167", "benchmark": "ScaleLong", "question": "How many different instruments did the singer use within the first ten minutes?", "options": ["two", "three", "four", "one"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "Video Story", "scene_type": "music_dance_performance", "duration_group": ">30min", "duration_s": 3999.416667, "attack_pct": 0.929093520072286, "license": "unknown", "selection_order": 5012, "video": "videos/a21f1e82596be8b7b8d79a4d82a7f848dfb7a49ccd50a14e6f2abe0aa49fcef4.mp4", "video_id": "a21f1e82596be8b7b8d79a4d82a7f848dfb7a49ccd50a14e6f2abe0aa49fcef4"}
{"item_id": "Video-MME-v2_2360", "benchmark": "Video-MME-v2", "question": "In the first highlight reel, how did Chelsea's attacking players get past the defenders?", "options": ["The attacking player backheeles the ball over the defender's head, completing a rainbow flick.", "The attacking player uses both feet to quickly and repeatedly touch the ball, flicking it from one foot to the other, passing between two defenders.", "The attacking player uses their superior speed to accelerate past the defender.", "The attacking player first flicks the ball to the right with their right foot, feinting an inside cut, then quickly cuts the ball back to the left with their left foot after the defender shifts their weight, breaking through behind the defender.", "The attacking player executes a one-two pass with a teammate, bypassing the defender.", "The attacking player nutmegs the ball between the defender's legs.", "The attacking player performs several stepover feints to confuse the defender before breaking towards the byline.", "The attacking player uses a sudden stop and shoulder feint to deceive the defender and then breaks through from the other side."], "answer": "F", "answer_idx": 5, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 1006.92678, "attack_pct": 0.8157512585516974, "license": "MIT", "selection_order": 5018, "video": "videos/d4ff0a6033d1665341412bf0aa0efcf0f87bedf9691ed5200d7ded9fa781f1b0.mp4", "video_id": "d4ff0a6033d1665341412bf0aa0efcf0f87bedf9691ed5200d7ded9fa781f1b0"}
{"item_id": "Video-MME_1917", "benchmark": "Video-MME", "question": "What was the primary purpose of the gathering in Boca Raton, Florida in 1994, highlighted at the beginning of the video?", "options": ["To explore strategic mergers and acquisitions for expanding market share and diversifying investment portfolios.", "To brainstorm innovative financial products aimed at reducing risk for financial institutions.", "To discuss and implement strategies for exploiting loopholes in existing financial regulations.", "To investigate international investment opportunities and optimize tax strategies within the bounds of legal compliance."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Object Reasoning", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3198.432653, "attack_pct": 0.5301487672647477, "license": "unknown", "selection_order": 5019, "video": "videos/24faa6fe08c056c0c78699434133337ee059e0ffaee9c4007f833702aee23006.mp4", "video_id": "24faa6fe08c056c0c78699434133337ee059e0ffaee9c4007f833702aee23006"}
{"item_id": "S-EMBER_2475", "benchmark": "S-EMBER", "question": "How long did I touch the computer last time?", "options": ["You interacted with the computer for about 30 seconds.", "You touched the computer for roughly 3 seconds.", "You were touching the computer for roughly 5 seconds.", "You touched the computer for about 10 seconds.", "Your hand was on the keyboard for about 20 seconds."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 600.083333, "attack_pct": 0.6848780172970182, "license": "CC-BY-NC-4.0", "selection_order": 5025, "video": "videos/3deeae7a64ac82abbb615b9afddc32d42d1369ddfa8a77a1943b074d3c6d31aa.mp4", "video_id": "3deeae7a64ac82abbb615b9afddc32d42d1369ddfa8a77a1943b074d3c6d31aa"}
{"item_id": "VSI-Super-Wild_3417", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] At the indicated moment in this clip, which direction is the camera/person moving? (forward = the direction the camera is facing)", "options": ["forward-right", "backward-left", "forward-left", "backward-right"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VMR", "scene_type": "other", "duration_group": ">30min", "duration_s": 1833.731045, "attack_pct": 0.7651268232864334, "license": "unknown", "selection_order": 5026, "video": "videos/6d322847f554e5ae8d4a88f3769084aaca4e15cd0f7bea607754b1c08c0cac2d.mp4", "video_id": "6d322847f554e5ae8d4a88f3769084aaca4e15cd0f7bea607754b1c08c0cac2d"}
{"item_id": "Video-MME-v2_2169", "benchmark": "Video-MME-v2", "question": "Which everyday object is used as the simplest illustration of the characteristics of advanced data concepts in the first level of difficulty (for children) explanation in the video?", "options": ["The graph of the absolute value function.", "A sharp cone.", "An open subset in three-dimensional space.", "A point.", "The graph of a parabola.", "In the first level of difficulty (for children) explanation in the video, Lego bricks are used as the simplest everyday object to illustrate the modular and structured assembly characteristics of advanced data concepts.", "Earth.", "A donut filled with water."], "answer": "G", "answer_idx": 6, "n_options": 8, "chance": 0.125, "capability": "hallucination", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 877.273107, "attack_pct": 0.6745917774622434, "license": "MIT", "selection_order": 5032, "video": "videos/41c3b61eaf3719e13a7e980ffeae55a52a8239dd0c09c57cc08b437752237f09.mp4", "video_id": "41c3b61eaf3719e13a7e980ffeae55a52a8239dd0c09c57cc08b437752237f09"}
{"item_id": "4125", "benchmark": "LVBench", "question": "Which country does Athlete No. 365 come from?", "options": ["China", "Russia", "Germany", "US"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "key information retrieval", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 1996.28, "attack_pct": 0.447148896346973, "license": "CC-BY-NC-SA-4.0", "selection_order": 5033, "video": "videos/840b550e2adaa26ea0f065cd5cda6b7a4eeaa9419b8c0fe2ec99ab73feb6c76a.mp4", "video_id": "840b550e2adaa26ea0f065cd5cda6b7a4eeaa9419b8c0fe2ec99ab73feb6c76a"}
{"item_id": "S-EMBER_6394", "benchmark": "S-EMBER", "question": "What was sitting to the left of the blue bin when I turned to look at the girl earlier?", "options": ["A white filing cabinet was sitting to the left of the blue bin.", "A black backpack was sitting to the left of the blue bin.", "A white box was sitting to the left of the blue bin.", "A green trash bin was sitting to the left of the blue bin.", "A water jug was sitting to the left of the blue bin."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "visual_detail_recall", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 600.166667, "attack_pct": 0.8000839034464954, "license": "CC-BY-NC-4.0", "selection_order": 5039, "video": "videos/8338b5d53b4ebec91d8b3eddb2ca346b4e54dca635c563d79115ddf237617d0e.mp4", "video_id": "8338b5d53b4ebec91d8b3eddb2ca346b4e54dca635c563d79115ddf237617d0e"}
{"item_id": "HLV-1K_9851", "benchmark": "HLV-1K", "question": "In which order do the events occur in the video from 8.0 to 4125.0 seconds?", "options": ["Handling brownish food substance, frying food in hot oil, pouring liquid into a wok, handling sausages, rinsing meat, arranging food on perforated surfaces, handling coiled sausages.", "Handling sausages, handling brownish food substance, frying food in hot oil, pouring liquid into a wok, rinsing meat, arranging food on perforated surfaces, handling coiled sausages.", "Handling brownish food substance, handling sausages, frying food in hot oil, pouring liquid into a wok, rinsing meat, arranging food on perforated surfaces, handling coiled sausages.", "Handling brownish food substance, frying food in hot oil, handling sausages, pouring liquid into a wok, rinsing meat, arranging food on perforated surfaces, handling coiled sausages."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "time-order", "scene_type": "cooking_food", "duration_group": ">30min", "duration_s": 4119.846893, "attack_pct": 0.8471505098747902, "license": "MIT", "selection_order": 5040, "video": "videos/4b314d87c91fc91d4477904f4dd4d19d1fc71fb7eb7f3c8349d14f404c1bba45.mp4", "video_id": "4b314d87c91fc91d4477904f4dd4d19d1fc71fb7eb7f3c8349d14f404c1bba45"}
{"item_id": "Video-MME-v2_1171", "benchmark": "Video-MME-v2", "question": "What did the mother behind the camera say when the video shows a girl holding a cup of shaved ice and smiling at the camera?", "options": ["That is huge.", "Is that taste good?", "Don't spill it.", "Fourth of July.", "Look at your tongue.", "I got a pina colada smoothie.", "I'm getting a ring pop.", "Is that good?"], "answer": "D", "answer_idx": 3, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 977.583311, "attack_pct": 0.6798841487027236, "license": "MIT", "selection_order": 5046, "video": "videos/7e8fad8af2ba2d6e5697a3fd3b364701f8153e10cb3c953878074d62a53b7781.mp4", "video_id": "7e8fad8af2ba2d6e5697a3fd3b364701f8153e10cb3c953878074d62a53b7781"}
{"item_id": "ScaleLong_681", "benchmark": "ScaleLong", "question": "How does the artist depict bald patches on the grass?", "options": ["Mixing the white paint with a different color before applying", "Using white paint directly on the canvas", "Applying a thick layer of white paint", "Adding white paint to the dry grass color"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Video Event", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 4326.133333, "attack_pct": 0.9718681425067768, "license": "unknown", "selection_order": 5047, "video": "videos/8ee65e72adb05f1aa1d7df77f7697fccb627df792b899efeca1c55b67449294e.mp4", "video_id": "8ee65e72adb05f1aa1d7df77f7697fccb627df792b899efeca1c55b67449294e"}
{"item_id": "Video-MME-v2_117", "benchmark": "Video-MME-v2", "question": "In the office scene with the American flag, which of the following is the main physical anomalous phenomenon or object?", "options": ["The pencil.", "The chair.", "The locker.", "The American flag.", "The man in military uniform.", "The old lady.", "The pencil case.", "The sketch drawing."], "answer": "H", "answer_idx": 7, "n_options": 8, "chance": 0.125, "capability": "spatial", "task_class": "_none", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 1060.223129, "attack_pct": 0.919113850522783, "license": "MIT", "selection_order": 5053, "video": "videos/0491e2c2a7f7e5edde7cf95989dea7b6d2bc6588ea8be4bde47cbfc93ecfa2d9.mp4", "video_id": "0491e2c2a7f7e5edde7cf95989dea7b6d2bc6588ea8be4bde47cbfc93ecfa2d9"}
{"item_id": "V2P-Bench_1032", "benchmark": "V2P-Bench", "question": "When the woman labeled 1 enters the laundry room, what color clothes is the man labeled 2 folding?", "options": ["Green.", "Blue.", "White.", "Black."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "3", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2348.930612, "attack_pct": 0.7117755260100684, "license": "CC-BY-NC-4.0", "selection_order": 5054, "video": "videos/7f4c244e6d936f7d9521b91b05e9b331a0516f482f06e78c876019f970cf9eb1.mp4", "video_id": "7f4c244e6d936f7d9521b91b05e9b331a0516f482f06e78c876019f970cf9eb1"}
{"item_id": "Video-MME-v2_2622", "benchmark": "Video-MME-v2", "question": "According to the bar chart, what are the trends of the top three richest millionaires from January 2025 to August 2025?", "options": ["The wealth gap between the top three billionaires narrowed significantly in August, with their net worth almost reaching a tie.", "The top three have consistently been Elon Musk, Mark Zuckerberg, and Jeff Bezos, and their order has remained unchanged, with all three experiencing varying degrees of wealth growth.", "Larry Ellison's ranking steadily rose in 2025, and in July he successfully squeezed out Jeff Bezos to rank third in the world.", "Mark Zuckerberg surpassed Elon Musk to become the world's richest person in June 2025, thanks to the explosive growth of Meta's stock price.", "Jensen Huang, thanks to the continued rise in Nvidia's stock price, jumped several places to enter the top three of the wealth list in the middle of 2025.", "Bill Gates' wealth rebounded significantly in 2025, and he regained his position in the top three by August.", "Bernard Arnault briefly overtook Jeff Bezos to return to the top three in May 2025, but subsequently fell out of the top three.", "At the beginning of the year, Jeff Bezos and Mark Zuckerberg surpassed Larry Ellison, but were overtaken by Ellison again in the middle of the year."], "answer": "H", "answer_idx": 7, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 997.923991, "attack_pct": 0.7914353943461985, "license": "MIT", "selection_order": 5060, "video": "videos/45cae843de09e16653852ec16b8bc3bf7e5f173c1a953bf54b9d962e6d966eb2.mp4", "video_id": "45cae843de09e16653852ec16b8bc3bf7e5f173c1a953bf54b9d962e6d966eb2"}
{"item_id": "Video-MME_2478", "benchmark": "Video-MME", "question": "Which of the following steps does not the woman do on her own?", "options": ["Painting the wall.", "Installing countertops.", "Designing the kitchen.", "Decorating the table in the kitchen."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Action Reasoning", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 2319.836009, "attack_pct": 0.8939347489350716, "license": "unknown", "selection_order": 5061, "video": "videos/aa0ac9f6d290c24ad77b73495c5a1d5987cbed626d706e9d88aa484e8bfb01c5.mp4", "video_id": "aa0ac9f6d290c24ad77b73495c5a1d5987cbed626d706e9d88aa484e8bfb01c5"}
{"item_id": "Video-MME-v2_457", "benchmark": "Video-MME-v2", "question": "In Möregårdh's second attempt at the first challenge, how many balls in total touched the cups?", "options": ["4.", "2.", "9.", "3.", "6.", "7.", "5.", "8."], "answer": "E", "answer_idx": 4, "n_options": 8, "chance": 0.125, "capability": "temporal", "task_class": "_none", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 1087.808435, "attack_pct": 0.8308942171163031, "license": "MIT", "selection_order": 5067, "video": "videos/49581a96a7b00ffe21f69e0be4140077843885687ec8202625d6d736880dcddb.mp4", "video_id": "49581a96a7b00ffe21f69e0be4140077843885687ec8202625d6d736880dcddb"}
{"item_id": "ScaleLong_1262", "benchmark": "ScaleLong", "question": "Which of the following items was not made in the video?", "options": ["Shoulder bag", "Swing", "Plate holder", "Clothes drying rack"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Video Story", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 3705.36, "attack_pct": 0.7852717180844198, "license": "unknown", "selection_order": 5068, "video": "videos/bf9e4775c3236ae85660ede504bd3a6bb10e4160ad92a790ec6b5a9f89e18a0d.mp4", "video_id": "bf9e4775c3236ae85660ede504bd3a6bb10e4160ad92a790ec6b5a9f89e18a0d"}
{"item_id": "Video-MME-v2_897", "benchmark": "Video-MME-v2", "question": "After all the ingredients (brown sugar, brown butter, etc.) are mixed, what is the main visual change of the filling mixture?", "options": ["The mixture appears as a灰白色的乳霜状 (Creamy Mixture); because softened Cream Cheese was added and whipped with the brown sugar, the texture becomes fluffy like cake frosting.", "The mixture appears as a dark, Chunky Paste with obvious pieces; it is clearly visible that chopped Pecans have been poured into the bowl and are fully mixed and coated with the brown sugar and browned butter, ready to be spread as a whole filling.", "The mixture appears as a translucent gelatinous substance because cornstarch was added and heated, turning it into a jam-like texture containing whole pecan halves.", "The mixture appears as a Light Liquid; because the ratio of maple syrup is very high, the mixture looks very thin, with a layer of white Pearl Sugar particles floating on the surface, and no sign of any nuts.", "The mixture appears as a Dry Crumble; the brown sugar particles remain loose and are mixed with a large number of whole Pecans, as the operator seems to intend to spread this dry ingredient directly onto the oiled dough.", "The mixture appears as a fine, uniform Smooth Dark Paste with an oily texture, and no nut particles are visible in the bowl.", "The mixture appears as a layered oily substance; the brown sugar sediment at the bottom is very thick, while finely chopped pecan powder floats in the liquid butter on the top layer, requiring a brush rather than a spatula to operate."], "answer": "F", "answer_idx": 5, "n_options": 7, "chance": 0.142857, "capability": "knowledge", "task_class": "_none", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 735.236644, "attack_pct": 0.9997257002710728, "license": "MIT", "selection_order": 5074, "video": "videos/4d649d0ad1a344bbc2ab800200fd54274963a65677b1e001842ce2453cfee2ee.mp4", "video_id": "4d649d0ad1a344bbc2ab800200fd54274963a65677b1e001842ce2453cfee2ee"}
{"item_id": "VideoEval-Pro_1156", "benchmark": "VideoEval-Pro", "question": "According to the video, the price at which Jonas and Max sell drugs is approximately how many times the price in the origin country, Colombia?", "options": ["2.", "33.", "10.", "333."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "_none", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2545.696508, "attack_pct": 0.9607186652897896, "license": "unknown", "selection_order": 5075, "video": "videos/81110ac24afc3361cfc1c64cbdeb28119eb56bde7708cc9279782c6f11854d3a.mp4", "video_id": "81110ac24afc3361cfc1c64cbdeb28119eb56bde7708cc9279782c6f11854d3a"}
{"item_id": "VideoKR_431", "benchmark": "VideoKR", "question": "Load is applied to the three-hinged  trussed arch in Figure P12.40 through the upper  chord panel points by a floor beam and stringer  floor system.  Assuming that  the dead load of the arch and floor system can  be represented by a uniform load of 4.8 kip/ft,  determine the forces in bar CM produced by the dead load.<image 1>", "options": ["115.1 kipsCompression", "114.1 kipsCompression", "117.1 kipsCompression", "112.1 kipsCompression", "118.1 kipsCompression", "110.1 kipsCompression", "116.1 kipsCompression", "120.1 kipsCompression", "113.1 kipsCompression"], "answer": "A", "answer_idx": 0, "n_options": 9, "chance": 0.111111, "capability": "knowledge", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 614.566667, "attack_pct": 0.9345230411772298, "license": "Apache-2.0", "selection_order": 5081, "video": "videos/2d0b75afe79d4a502fa12834a49e17d9af891544fefdc92da1f11ba0329213a0.mp4", "video_id": "2d0b75afe79d4a502fa12834a49e17d9af891544fefdc92da1f11ba0329213a0"}
{"item_id": "VSI-Super-Wild_2648", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] At the indicated moment in this clip, which direction is the camera/person moving? (forward = the direction the camera is facing)", "options": ["forward", "right", "backward", "left"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VMR", "scene_type": "other", "duration_group": ">30min", "duration_s": 3368.0641, "attack_pct": 0.7723957661030076, "license": "unknown", "selection_order": 5082, "video": "videos/9c3552e915ce6cd5b5daa1a29d2c5240e7d5ec5055ce78f96f612a59c8b01848.mp4", "video_id": "9c3552e915ce6cd5b5daa1a29d2c5240e7d5ec5055ce78f96f612a59c8b01848"}
{"item_id": "Video-MME_1171", "benchmark": "Video-MME", "question": "How does Shen feel when he is going to see a panda?", "options": ["Angry.", "Happy.", "Nervous.", "Sad."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Action Reasoning", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 677.233333, "attack_pct": 0.974522395766103, "license": "unknown", "selection_order": 5088, "video": "videos/17eb780d7f86a23aeab51c95249048d84fe75bbd7ef89af2d744db994b9a4625.mp4", "video_id": "17eb780d7f86a23aeab51c95249048d84fe75bbd7ef89af2d744db994b9a4625"}
{"item_id": "ScaleLong_565", "benchmark": "ScaleLong", "question": "How did motorcycles number 46 and 93 perform after the collision?", "options": ["They engaged in intense battles in the corner sections of the track", "Motorcycle 46 immediately pulled ahead, while 93 struggled to maintain its position", "Both motorcycles were forced to retire from the race due to damage from the collision Both motorcycles were forced to retire from the race due to damage from the collision", "Both motorcycles slowed down significantly and dropped further back in the race"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Story", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 5025.066667, "attack_pct": 0.3963792435781593, "license": "unknown", "selection_order": 5089, "video": "videos/6fb793dd7f647a3259bfd519e76e9ed4a0effdf6581d19739766c0c6d30299ae.mp4", "video_id": "6fb793dd7f647a3259bfd519e76e9ed4a0effdf6581d19739766c0c6d30299ae"}
{"item_id": "TimeScope_167", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["elderberry, kiwi, grape", "nectarine, elderberry, ugli", "strawberry, strawberry, papaya", "cherry, ugli, strawberry", "ugli, papaya, ugli", "fig, watermelon, elderberry"], "answer": "E", "answer_idx": 4, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 1800.0, "attack_pct": 0.9985397573254164, "license": "unknown", "selection_order": 5096, "video": "videos/ba670c7ede8038091d6d287c4f94e5fc69e5b1506428639e9b224710e30b7d63.mp4", "video_id": "ba670c7ede8038091d6d287c4f94e5fc69e5b1506428639e9b224710e30b7d63"}
{"item_id": "Video-MME-v2_2400", "benchmark": "Video-MME-v2", "question": "When the person in the video says \"every school with ... this kitchen\", there is a funny sound effect. What does the video look like when the sound effect is playing?", "options": ["The camera showed the greasy and damaged cabinet door.", "The camera focuses on the speaker's face. The kitchen is visible behind the speaker.", "The camera pans across the entire space from left to right, showcasing the kitchen's layout, lighting, and decor.", "The camera shows a pot with several pieces of firewood burning underneath.", "The camera showed the pot placed on a metal grill.", "The camera showed a pot placed on a honeycomb briquette stove.", "The camera shows a modern gas stove being lit.", "The camera showed a range hood."], "answer": "D", "answer_idx": 3, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 628.852971, "attack_pct": 0.923147670065832, "license": "MIT", "selection_order": 5102, "video": "videos/d94e8447955412f1854e09f66b36d01378a533546725930f085e047de47672d0.mp4", "video_id": "d94e8447955412f1854e09f66b36d01378a533546725930f085e047de47672d0"}
{"item_id": "Video-MME_2577", "benchmark": "Video-MME", "question": "Which of the following is NOT one of the things the video talks about during the autopilot phase of the plane during the flight to Salt Lake City?", "options": ["The tasks of the three pilots and how they work their shifts.", "Basic information about the instrumentation installed on the aircraft.", "The work and life balance of pilots.", "The impact of weather conditions on aircraft performance."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Action Reasoning", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2189.014785, "attack_pct": 0.6867255066477346, "license": "unknown", "selection_order": 5103, "video": "videos/c300f6f74efa93111bb1978c3a8430479a8cede1208be668a450aa379aeb2ead.mp4", "video_id": "c300f6f74efa93111bb1978c3a8430479a8cede1208be668a450aa379aeb2ead"}
{"item_id": "Video-MME-v2_145", "benchmark": "Video-MME-v2", "question": "Based on the video, which individuals appear to have actually participated in writing the code?", "options": ["Sam Altman, Pranav Vishnu, Will Ellsworth.", "Ryan O'Rouke, Will Ellsworth, Justin Rushing.", "Sam Altman, Ryan O'Rouke, Adam Fry.", "Ryan O'Rouke, Sam Altman, Justin Rushing.", "Ben Goodger, Pranav Vishnu, Sam Altman.", "Adam Fry, Justin Rushing, Pranav Vishnu.", "Adam Fry, Pranav Vishnu, Ryan O'Rouke.", "Justin Rushing, Ryan O'Rouke, Ben Goodger."], "answer": "B", "answer_idx": 1, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 1335.890431, "attack_pct": 0.8252388021169484, "license": "MIT", "selection_order": 5109, "video": "videos/bcca450ad116139dd36750f2084779eb1602b25f9cc84150b1890c1302c37e4a.mp4", "video_id": "bcca450ad116139dd36750f2084779eb1602b25f9cc84150b1890c1302c37e4a"}
{"item_id": "HourVideo_743", "benchmark": "HourVideo", "question": "Compare and contrast the camera wearer's use of the circular saw and the electric nail gun in their woodworking tasks.", "options": ["The camera wearer employed the circular saw for precise cutting of wood and PVC materials, while the electric nail gun was used for secure fastening during installation.", "The camera wearer employed the circular saw for precise cutting of wood materials, while the electric nail gun was used for secure fastening during installation.", "The camera wearer employed the circular saw for precise cutting of wood, PVC materials, and metal sheets, while the electric nail gun was used for secure fastening during installation.", "The camera wearer employed the circular saw for precise cutting of wood, PVC materials, and acrylic sheets, while the electric screwdriver was used for secure fastening during installation.", "The camera wearer employed the circular saw for precise cutting of wood and PVC materials, while the electric staple gun was used for secure fastening during installation."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "summarization/key_events_objects", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 4052.766667, "attack_pct": 0.2324609526268233, "license": "Apache-2.0", "selection_order": 5110, "video": "videos/89d2e25cf6f8fc2d8210797ebf7bd768bbf203ed3aa04b78542f3c923d791fac.mp4", "video_id": "89d2e25cf6f8fc2d8210797ebf7bd768bbf203ed3aa04b78542f3c923d791fac"}
{"item_id": "Video-MME-v2_852", "benchmark": "Video-MME-v2", "question": "How many squats did the lady complete in exercise segment numbered \"00\"?", "options": ["11 times.", "10 times.", "7 times.", "6 times.", "12 times.", "8 times.", "5 times.", "9 times."], "answer": "F", "answer_idx": 5, "n_options": 8, "chance": 0.125, "capability": "temporal", "task_class": "_none", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 661.861587, "attack_pct": 0.839220020653156, "license": "MIT", "selection_order": 5116, "video": "videos/12630462fa9a6951e6db39c227dfee928bc0c11a77d6a1839812971d669b135a.mp4", "video_id": "12630462fa9a6951e6db39c227dfee928bc0c11a77d6a1839812971d669b135a"}
{"item_id": "Video-MME_1884", "benchmark": "Video-MME", "question": "What is the  order for introducing content in the video?\n(a) The excretion process of plants.\n(b) Plant adaptability.\n(c) The structure of a plant.\n(d) The special way of eating of plants.\n(e) Photosynthesis.", "options": ["(a)(d)(e)(c)(b).", "(c)(d)(e)(a)(b).", "(d)(c)(b)(a)(e).", "(c)(e)(d)(b)(a)."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Temporal Reasoning", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 2250.710204, "attack_pct": 0.915080030979734, "license": "unknown", "selection_order": 5117, "video": "videos/24ff79fddf461e7fc6912d431555943a647ccf1201420f8acc5f5d6546e832ef.mp4", "video_id": "24ff79fddf461e7fc6912d431555943a647ccf1201420f8acc5f5d6546e832ef"}
{"item_id": "S-EMBER_3529", "benchmark": "S-EMBER", "question": "What brand was the Ginger Honey tea I saw in one of the cabinets?", "options": ["The brand of the Ginger Honey tea is not visible.", "The Ginger Honey tea brand was Prince of Peace.", "The Ginger Honey tea brand was Twinings.", "The Ginger Honey tea brand was Lipton.", "The Ginger Honey tea brand was Bigelow."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "visual_detail_recall", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.762787207951465, "license": "CC-BY-NC-4.0", "selection_order": 5123, "video": "videos/c4b328df61797309e315047a49c2a336e5ca8b1d22744d4ca21209d2da2b4d8c.mp4", "video_id": "c4b328df61797309e315047a49c2a336e5ca8b1d22744d4ca21209d2da2b4d8c"}
{"item_id": "VideoOdyssey_2597", "benchmark": "VideoOdyssey", "question": "In the video, when Awon Golding is making a women's hat, what material does she use for the second layer of fabric?", "options": ["French canvas", "Buckram", "Horsehair canvas", "Felt stiffening cloth"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "AV/Speech Fact Retrieval", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 7710.90576, "attack_pct": 0.5078659481089454, "license": "CC-BY-NC-SA-4.0", "selection_order": 5124, "video": "videos/94139bd4869b9e6e966a104ec10d1a08916744e5edff54abd804f4fcea1fe36c.mp4", "video_id": "94139bd4869b9e6e966a104ec10d1a08916744e5edff54abd804f4fcea1fe36c"}
{"item_id": "test_Geography_8:Comprehension", "benchmark": "VideoMMMU", "question": "In the problem at the end of the video, what is the value of \\Delta U_{c \\to a} if \\Delta Q_{c \\to a} is changed to 600 J?", "options": ["500 J", "520 J", "540 J", "560 J", "480 J", "580 J", "600 J", "620 J", "640 J", "660 J"], "answer": "E", "answer_idx": 4, "n_options": 10, "chance": 0.1, "capability": "knowledge", "task_class": "Comprehension", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 1373.1, "attack_pct": 0.7293629792177617, "license": "unknown", "selection_order": 5130, "video": "videos/3aedd74af4dd2143cf3c2f1e8611c20ba103ca9de04a34acbf83c13ccc432849.mp4", "video_id": "3aedd74af4dd2143cf3c2f1e8611c20ba103ca9de04a34acbf83c13ccc432849"}
{"item_id": "VSI-Super-Wild_785", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] Here are 4 frames captured at different moments in the video. Each frame is shown from a slightly rotated viewpoint (30-60 degrees). Choose the option listing the frames by capture time, from first to last.", "options": ["Frame 3 → Frame 1 → Frame 2 → Frame 4", "Frame 3 → Frame 2 → Frame 1 → Frame 4", "Frame 3 → Frame 4 → Frame 1 → Frame 2", "Frame 4 → Frame 3 → Frame 2 → Frame 1"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VPO", "scene_type": "other", "duration_group": ">30min", "duration_s": 2137.331678, "attack_pct": 0.8033109590809345, "license": "unknown", "selection_order": 5131, "video": "videos/917c6f0ec6e9977f689b39a8a815199adfc2f27cfc0fc42792ca5cf7e46a5a4f.mp4", "video_id": "917c6f0ec6e9977f689b39a8a815199adfc2f27cfc0fc42792ca5cf7e46a5a4f"}
{"item_id": "Video-MME-v2_2061", "benchmark": "Video-MME-v2", "question": "What was man's first action after touching the trophy?", "options": ["Try to wipe away the tears from the corner of his eyes with the other hand.", "Raise the trophy high and salute all the audience.", "Turn to shake hands with the presenter in gratitude.", "Kiss the trophy and hold it tightly in his arms.", "Tom's first action after touching the trophy was to lift it high above his head and wave to the cheering crowd.", "Walk to the microphone and start delivering his acceptance speech.", "Gently place the trophy next to the lectern.", "Thank Alejandro beside him."], "answer": "H", "answer_idx": 7, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 749.168617, "attack_pct": 0.2334936104298438, "license": "MIT", "selection_order": 5137, "video": "videos/81facd6f17dac14a3379202ee12cd21dc4c2426d8e1e25c3ff22c40632d0f21d.mp4", "video_id": "81facd6f17dac14a3379202ee12cd21dc4c2426d8e1e25c3ff22c40632d0f21d"}
{"item_id": "V2P-Bench_144", "benchmark": "V2P-Bench", "question": "What is the person pointed to by the arrow's average forehand topspin speed when the game score is 1-1, and point score is 30-0?", "options": ["108 KM/H", "109 KM/H", "118 KM/H", "119 KM/H"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "2", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 2791.6, "attack_pct": 0.7893055376274687, "license": "CC-BY-NC-4.0", "selection_order": 5138, "video": "videos/14a78902e048691da5c1459e9a12f6d602b5b3a12ebe3dcc71ef9f96e2ac7fa1.mp4", "video_id": "14a78902e048691da5c1459e9a12f6d602b5b3a12ebe3dcc71ef9f96e2ac7fa1"}
{"item_id": "VideoOdyssey_1236", "benchmark": "VideoOdyssey", "question": "How many minutes did the first speaker of the affirmative side stay on stage during their first speech? (Round to the nearest minute.)", "options": ["11", "12", "13", "14"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "V/Temporal Grounding", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 4134.382585, "attack_pct": 0.8567267974699884, "license": "CC-BY-NC-SA-4.0", "selection_order": 5145, "video": "videos/41986b42caa1d8bf3b34935ed3cecb9c65c550c3547a15c5dba1e0d16394f323.mp4", "video_id": "41986b42caa1d8bf3b34935ed3cecb9c65c550c3547a15c5dba1e0d16394f323"}
{"item_id": "Video-MME-v2_1158", "benchmark": "Video-MME-v2", "question": "What is shown on screen when the man in the video says \"it's exactly like you. that's it's feathers\"?", "options": ["The background shows a giant green T-Rex head model; the guide stands below the model showing a binder, where a brown baby T-Rex is pictured in a dense primeval forest.", "The image shown is a comparison: on the left is a modern white duckling, and on the right is a yellow feathered baby T-Rex, with the word \"EVOLUTION\" printed in capital letters at the top.", "A museum guide shows a high-definition restoration image, in the center of which is a yellow, wet-looking fluffy baby T-Rex crawling out of a broken eggshell.", "A guide shows a picture in a binder of a white Archaeopteryx, specifically pointing out the claws on its wings to the long-haired man and the duck.", "A guide holds a binder and shows a picture of an adult pterosaur with wings.", "The protagonist of the video shows a picture of a yellow, wet-looking fluffy baby T-Rex.", "A museum guide shows a picture of a yellow, fluffy baby pterosaur.", "A museum guide shows a picture of a brown, fluffy baby T-Rex."], "answer": "H", "answer_idx": 7, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 666.598458, "attack_pct": 0.9329014457209244, "license": "MIT", "selection_order": 5151, "video": "videos/8d49c912c7d4f976911580cca41d6c7a268e08ed724e85fca417539da9048829.mp4", "video_id": "8d49c912c7d4f976911580cca41d6c7a268e08ed724e85fca417539da9048829"}
{"item_id": "Video-MME-v2_842", "benchmark": "Video-MME-v2", "question": "According to the video's analysis, what was the real business motivation for the tech industry to enter the education market with devices like Chromebooks?", "options": ["To capture the market by selling hardware devices on a massive scale to school districts nationwide, using the hardware as a carrier for its software and services.", "To fulfill corporate social responsibility and promote educational equity by providing low-cost technology, thereby enhancing the company's public image and brand reputation.", "To generate stable long-term revenue from mandatory subscription fees for educational suites like Google Workspace through exclusive software bundling agreements with school districts.", "To cultivate potential future consumers for long-term considerations.", "To fundamentally improve students' academic performance and critical thinking skills through technological means, thereby proving the educational value of its products.", "To comply with and support government-mandated educational digitalization policies as a prerequisite for entering other regulated markets.", "To obtain high-value behavioral data from users of all age groups for the improvement of its artificial intelligence algorithm models.", "To use the campus environment as a testing ground for cutting-edge educational software and untested AI technologies to accelerate product R&D."], "answer": "D", "answer_idx": 3, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 782.767891, "attack_pct": 0.89462049825739, "license": "MIT", "selection_order": 5158, "video": "videos/ab3976f33c76a3b16727e7b9dd982d7b2116ac2ed336ae34a6ac111ea1f3b43a.mp4", "video_id": "ab3976f33c76a3b16727e7b9dd982d7b2116ac2ed336ae34a6ac111ea1f3b43a"}
{"item_id": "OVO-S-Bench_40", "benchmark": "OVO-S-Bench", "question": "(Question asked at 1645.7 s into the video; 'current' refers to that moment.) In the current view, which building is taller: the one on the left or the one on the right?", "options": ["The building on the left is taller", "The building on the right is taller", "They are approximately the same height"], "answer": "A", "answer_idx": 0, "n_options": 3, "chance": 0.333333, "capability": "spatial", "task_class": "1.1.2", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 3527.50585, "attack_pct": 0.918379695365948, "license": "unknown", "selection_order": 5159, "video": "videos/b732c07fe67028435039ae168e41b8e669862c13014b8f33b59f9eeb36197477.mp4", "video_id": "b732c07fe67028435039ae168e41b8e669862c13014b8f33b59f9eeb36197477"}
{"item_id": "Video-MME-v2_166", "benchmark": "Video-MME-v2", "question": "When the score already stands at 81:80, if the Purple team player who completed the layup had not chosen to take the shot himself, which player would most likely have completed the attempt?", "options": ["Purple #12.", "Purple #5.", "Purple #7.", "Purple #36.", "Purple #77.", "Purple #11.", "Purple #28.", "Purple #23."], "answer": "H", "answer_idx": 7, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 994.208798, "attack_pct": 0.8615028398089583, "license": "MIT", "selection_order": 5165, "video": "videos/48a2734d267140b792a5e8ea213a8cf7a86f4386c00ca0a7a319aaf2f3b361a7.mp4", "video_id": "48a2734d267140b792a5e8ea213a8cf7a86f4386c00ca0a7a319aaf2f3b361a7"}
{"item_id": "HLV-1K_7595", "benchmark": "HLV-1K", "question": "How does the number of individuals in the room change from the beginning to the end of the video event from 1.0 to 1889.0 seconds?", "options": ["It starts with four individuals and remains the same throughout.", "It starts with two individuals and increases to four.", "It starts with three individuals and increases to four.", "It starts with four individuals and decreases to two."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "attribute-change", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 1896.420136, "attack_pct": 0.4877533238673034, "license": "MIT", "selection_order": 5166, "video": "videos/cdb3b35b36860c35c5bbffb65563821f459184aaada97f3ebb62fc6fbf1ad756.mp4", "video_id": "cdb3b35b36860c35c5bbffb65563821f459184aaada97f3ebb62fc6fbf1ad756"}
{"item_id": "S-EMBER_997", "benchmark": "S-EMBER", "question": "What words were printed on the yellow stripe at the top of the pastry tube before I tore them off?", "options": ["Butter Crust", "Crescent Rolls", "Butter Flavor", "Tear Here", "Butter Flake"], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "visual_detail_recall", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.7655382728798245, "license": "CC-BY-NC-4.0", "selection_order": 5172, "video": "videos/c22507021f8dee08a64e5442d7e4220d7640f92ab28f30d61be6e20652864045.mp4", "video_id": "c22507021f8dee08a64e5442d7e4220d7640f92ab28f30d61be6e20652864045"}
{"item_id": "HLV-1K_9099", "benchmark": "HLV-1K", "question": "What was the person doing at the end of the event from 2767.0 to 2824.0 seconds?", "options": ["Sitting on a wooden cart or trailer.", "Handling a haystack.", "Walking with the dogs.", "Engaged in tasks related to agriculture."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal-relationship", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2877.53288, "attack_pct": 0.3163079256486382, "license": "MIT", "selection_order": 5173, "video": "videos/947fa81cbc905d8df82000e56e6bac786248c93d51b75b3aef71d690825c4d47.mp4", "video_id": "947fa81cbc905d8df82000e56e6bac786248c93d51b75b3aef71d690825c4d47"}
{"item_id": "LongVideoBench_1007", "benchmark": "LongVideoBench", "question": "On a white background with some text and mathematical formulas, there is an orange dialogue box. In the lower right corner, a woman wearing white clothing is extending two fingers on her left hand. After the subtitle mentions 'the coffee beans and the milk so that’s,' what is the green letter that appears in the video?", "options": ["F", "used", "O", "g", "R"], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "T3O", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 1463.2618, "attack_pct": 0.8241900090357558, "license": "CC-BY-NC-SA-4.0", "selection_order": 5179, "video": "videos/814654a0effe7fac6fafd4acab1fb7fbbf4f217fdf15112719ac47697c37a5d1.mp4", "video_id": "814654a0effe7fac6fafd4acab1fb7fbbf4f217fdf15112719ac47697c37a5d1"}
{"item_id": "VSI-Super-Wild_860", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] Here are 4 frames captured at different moments in the video. Each frame is shown from a slightly rotated viewpoint (30-60 degrees). Choose the option listing the frames by capture time, from first to last.", "options": ["Frame 3 → Frame 4 → Frame 1 → Frame 2", "Frame 4 → Frame 3 → Frame 2 → Frame 1", "Frame 3 → Frame 2 → Frame 4 → Frame 1", "Frame 2 → Frame 3 → Frame 1 → Frame 4"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VPO", "scene_type": "other", "duration_group": ">30min", "duration_s": 2281.641555, "attack_pct": 0.8033109590809345, "license": "unknown", "selection_order": 5180, "video": "videos/52be3545d1d9f983bf6dbda6cc4bb1cf1c1914aa3bd807b48988ab5d887098de.mp4", "video_id": "52be3545d1d9f983bf6dbda6cc4bb1cf1c1914aa3bd807b48988ab5d887098de"}
{"item_id": "LongVideoBench_930", "benchmark": "LongVideoBench", "question": "In the video, the left side shows a dim yellow-lit beige room in the background, while the right side has a blurry white background. In the middle, there's a long-haired woman in purple clothing facing a mirror. Which characters appear after the subtitle 'concerns about the ending of the story' appears?", "options": ["A man wearing white clothes and a yellow hat", "A man wearing black clothes and a red hat", "A woman wearing yellow clothes with blonde hair", "A woman wearing a black hat and sunglasses", "A man wearing white clothes with long hair"], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "T3O", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 1050.819048, "attack_pct": 0.7718713695624112, "license": "CC-BY-NC-SA-4.0", "selection_order": 5186, "video": "videos/6f9165e5cfeaa87b16287009e8ec241b65869b954fb113256a949a5cbb050d3d.mp4", "video_id": "6f9165e5cfeaa87b16287009e8ec241b65869b954fb113256a949a5cbb050d3d"}
{"item_id": "S-EMBER_3932", "benchmark": "S-EMBER", "question": "How many candles have I picked up off the shelves so far?", "options": ["So far, you've picked up 4 candles.", "So far, you've picked up 23 candles.", "So far, you've picked up 3 candles.", "So far, you've picked up 5 candles.", "So far, you've picked up 9 candles."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.166667, "attack_pct": 0.1702191170775784, "license": "CC-BY-NC-4.0", "selection_order": 5193, "video": "videos/fb0456fca2c7e37c51f8590f1af4e66d47244333246b7359e7ebd8eae3f645f4.mp4", "video_id": "fb0456fca2c7e37c51f8590f1af4e66d47244333246b7359e7ebd8eae3f645f4"}
{"item_id": "HLV-1K_1404", "benchmark": "HLV-1K", "question": "What is the person using to write on the large piece of paper or cardboard at 1206.0 seconds into the video?", "options": ["A blue pen.", "A red pen.", "A pencil.", "A black marker."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object understanding", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 1930.646349, "attack_pct": 0.8691993674970957, "license": "MIT", "selection_order": 5194, "video": "videos/090a6bc2f57e891105f80bd74ac35eacc7f6b36edc7673791bcd467f01a93aa6.mp4", "video_id": "090a6bc2f57e891105f80bd74ac35eacc7f6b36edc7673791bcd467f01a93aa6"}
{"item_id": "Video-MME-v2_1244", "benchmark": "Video-MME-v2", "question": "What is inside the red box with the small red lock that the blogger opens in the video?", "options": ["A Buxom lip gloss set.", "A silver Glossier makeup bag.", "A red dress from Beginning Boutique.", "A set of Prada perfume and lipstick.", "Two bottles of Ralph Lauren men's perfume.", "A Glossier holiday lip product set.", "A \"glazed donut\" shaving product set from Truly Beauty.", "Two bottles of Glossier perfume."], "answer": "H", "answer_idx": 7, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 1109.008254, "attack_pct": 0.9387101458629148, "license": "MIT", "selection_order": 5200, "video": "videos/62395b9d6638d17fbe4b2f14479d59e2777739ea7bf2139ee6e238239cd0318f.mp4", "video_id": "62395b9d6638d17fbe4b2f14479d59e2777739ea7bf2139ee6e238239cd0318f"}
{"item_id": "Video-MME-v2_2548", "benchmark": "Video-MME-v2", "question": "Who was the most popular superhero in August 2011?", "options": ["Captain America.", "Thor.", "The Flash.", "Superman.", "Batman.", "Iron Man.", "Spider-Man.", "Hulk."], "answer": "G", "answer_idx": 6, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 1244.304376, "attack_pct": 0.8999370724151284, "license": "MIT", "selection_order": 5207, "video": "videos/01d606769c6da84ec33543f429791e8fbb689cdc27bc0c3e9d6d635b9a8a5069.mp4", "video_id": "01d606769c6da84ec33543f429791e8fbb689cdc27bc0c3e9d6d635b9a8a5069"}
{"item_id": "Video-MME_2155", "benchmark": "Video-MME", "question": "What motivated Taylor to make up her mind to change her and Harry's dietary habits?", "options": ["Taylor's family and friends hope she can make a change.", "Harry's long-term unhealthy eating habits led him to be diagnosed with diabetes.", "Harry's long-term unhealthy eating habits have led to tooth decay.", "Harry suffered from anemia due to long-term unhealthy dietary habits."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Action Reasoning", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 3352.404172, "attack_pct": 0.96208209629534, "license": "unknown", "selection_order": 5208, "video": "videos/f1853e9121f2b68422e6f77d7facf0b292dde8c2ed76a5d9210fd6b809007496.mp4", "video_id": "f1853e9121f2b68422e6f77d7facf0b292dde8c2ed76a5d9210fd6b809007496"}
{"item_id": "Video-MME-v2_1949", "benchmark": "Video-MME-v2", "question": "When the first two skydivers land in the video, from the perspective of the first person who lands, in which direction (relative to him) does the second person land?", "options": ["Directly to the left, nearly parallel to the first lander's position.", "Rear-left, approximately 45 degrees off the straight-back direction.", "Directly to the right, nearly parallel to the first lander's position.", "When the first two skydivers land in the video, from the perspective of the first person who lands, the second person lands to his right.", "Front-left, approximately 20 degrees off the straight-ahead direction.", "Front-right, approximately 20 degrees off the straight-ahead direction.", "Rear-right, approximately 30 degrees off the straight-back direction.", "Directly ahead, almost in the same straight line."], "answer": "H", "answer_idx": 7, "n_options": 8, "chance": 0.125, "capability": "spatial", "task_class": "_none", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 1210.0, "attack_pct": 0.8632696527688137, "license": "MIT", "selection_order": 5214, "video": "videos/3f4176c1aa7826b1fc7386ec71b5f44acf643a9b9894adced653bedcaba567c2.mp4", "video_id": "3f4176c1aa7826b1fc7386ec71b5f44acf643a9b9894adced653bedcaba567c2"}
{"item_id": "ScaleLong_384", "benchmark": "ScaleLong", "question": "How many squishy toys can be seen in the image?", "options": ["15", "14", "12", "13"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "Video Clip", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 4129.6255, "attack_pct": 0.826852329934168, "license": "unknown", "selection_order": 5215, "video": "videos/d25518a706ebd4f5f96d253f3898a3fe881a6b2d7eb7a304a6d953e74a14e139.mp4", "video_id": "d25518a706ebd4f5f96d253f3898a3fe881a6b2d7eb7a304a6d953e74a14e139"}
{"item_id": "S-EMBER_6929", "benchmark": "S-EMBER", "question": "How many dried flowers have I placed in the pot?", "options": ["You have placed seven dried flowers in the pot.", "You put eight dried flowers into the pot.", "You have placed six dried flowers in the pot.", "None – no dried flowers are ever put into the pot.", "You placed five dried flower stems into the pot."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "counting_objects_events", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.7689347489350716, "license": "CC-BY-NC-4.0", "selection_order": 5221, "video": "videos/e9a00e1ed7a17599405182044da5dce5b39e2ed791ca806e631aa73fc2c84271.mp4", "video_id": "e9a00e1ed7a17599405182044da5dce5b39e2ed791ca806e631aa73fc2c84271"}
{"item_id": "859", "benchmark": "LVBench", "question": "___ is an insect appears in the video.", "options": ["Mantis", "Scorpion", "Spider", "Cockroach"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "entity recognition", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3148.091791, "attack_pct": 0.3371305021298567, "license": "CC-BY-NC-SA-4.0", "selection_order": 5222, "video": "videos/a7e8118d38037c2190051f1cae172b7f96d22c4e5d88fba51a393bb3725dd067.mp4", "video_id": "a7e8118d38037c2190051f1cae172b7f96d22c4e5d88fba51a393bb3725dd067"}
{"item_id": "S-EMBER_6243", "benchmark": "S-EMBER", "question": "How long did it take me to draw out the first graph?", "options": ["It took approximately 50 seconds to draw out the first graph.", "It took roughly 30 seconds to draw the first graph.", "It took you 60 seconds to draw the first graph.", "It took you 36 seconds to draw out the first graph.", "It took you 19 seconds to draw out the first graph."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.2707419000903575, "license": "CC-BY-NC-4.0", "selection_order": 5228, "video": "videos/cc7422cdc49ecbc21a06c6fadf33775107363f7b0600affe0841a27ac8ea35ba.mp4", "video_id": "cc7422cdc49ecbc21a06c6fadf33775107363f7b0600affe0841a27ac8ea35ba"}
{"item_id": "VSI-Super-Wild_3031", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] At the indicated moment in this clip, which direction is the camera/person moving? (forward = the direction the camera is facing)", "options": ["backward", "forward", "left", "right"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VMR", "scene_type": "other", "duration_group": ">30min", "duration_s": 2281.641555, "attack_pct": 0.8260455660255582, "license": "unknown", "selection_order": 5229, "video": "videos/87d1873270109cb130c3292e74be59ec715b2b7b020650f327fbbd74b73a49dc.mp4", "video_id": "87d1873270109cb130c3292e74be59ec715b2b7b020650f327fbbd74b73a49dc"}
{"item_id": "Video-MME_2660", "benchmark": "Video-MME", "question": "How often do the people in the video take water breaks per workout?", "options": ["10 minutes.", "5 minutes.", "15 minutes.", "No regular breaks."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Temporal Reasoning", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 1985.375782, "attack_pct": 0.7314686330192333, "license": "unknown", "selection_order": 5236, "video": "videos/4e960e124522ebea7338606500215cd968aa5ac06b42aa1f2044ee8ef6e9e421.mp4", "video_id": "4e960e124522ebea7338606500215cd968aa5ac06b42aa1f2044ee8ef6e9e421"}
{"item_id": "Video-MME-v2_475", "benchmark": "Video-MME-v2", "question": "When the video introduces the weight of the vacuum cleaners, what are the dust bin capacities of the first and fifth vacuum cleaners from left to right?", "options": ["0.54L, 0.76L.", "0.3L, 0.54L.", "0.3L, 0.76L.", "0.54L, 0.3L.", "0.76L, 0.76L.", "0.3L, 0.3L.", "0.54L, 0.54L.", "0.76L, 0.54L."], "answer": "E", "answer_idx": 4, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 850.10576, "attack_pct": 0.717100167806893, "license": "MIT", "selection_order": 5242, "video": "videos/112d4a2babf520a1de6a2dff4dcd59f0494e97b36c411aba7e05deafb6b49e2f.mp4", "video_id": "112d4a2babf520a1de6a2dff4dcd59f0494e97b36c411aba7e05deafb6b49e2f"}
{"item_id": "TimeScope_1039", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words.\\n\\nQuestion: What does the girl do after she get a cup of coffee?", "options": ["reading a book", "working with her computer", "taking some notes", "cleaning the kitchen", "preparing a breakfast", "washing the dishes"], "answer": "C", "answer_idx": 2, "n_options": 6, "chance": 0.166667, "capability": "grounding", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 10800.0, "attack_pct": 0.9726910416935588, "license": "unknown", "selection_order": 5243, "video": "videos/51b098e7736950d3e1488c935a172708ff750fa13f2c347644246d2df4ac2995.mp4", "video_id": "51b098e7736950d3e1488c935a172708ff750fa13f2c347644246d2df4ac2995"}
{"item_id": "Video-MME-v2_1688", "benchmark": "Video-MME-v2", "question": "After walking to the Creeper square, a punishment will occur. The Creeper will lead you to a location where random items will fall from the sky and splash on you. How does the spread of the items splashed on the yellow-shirted boy compare to that of the first girl who was punished?", "options": ["The boy wasn't spilled, the girl was very much.", "The boy spilled things very little, the girl also spilled things very little.", "The boy spilled things very much, the girl wasn't spilled.", "The boy spilled things very much, the girl also spilled things very much.", "The boy spilled things very little, the girl spilled things very much.", "The boy spilled things very little, the girl wasn't spilled.", "The boy wasn't spilled, the girl was very little.", "The boy spilled things very much, the girl spilled things very little."], "answer": "E", "answer_idx": 4, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 1038.744671, "attack_pct": 0.9931263714986448, "license": "MIT", "selection_order": 5249, "video": "videos/c9b42f3aadddb48e1f1f782416ba478050ec3dde868b913d32edcb37583eb0d0.mp4", "video_id": "c9b42f3aadddb48e1f1f782416ba478050ec3dde868b913d32edcb37583eb0d0"}
{"item_id": "Video-MME-v2_1833", "benchmark": "Video-MME-v2", "question": "When the senator expressed skepticism about replacing health insurance for low-income people with tax cuts for the wealthy, what was most likely their underlying thought or motivation?", "options": ["The senator feels angry about the bill and believes it will exacerbate social inequality.", "The senator's most likely deeper thought or motivation is concern that such a policy shift could undermine the social safety net.", "The senator feels conflicted-on one hand understanding the fiscal pressure, while on the other unable to accept sacrificing vulnerable groups.", "The senator believes this approach deviates from the political principle of fairness and justice and would make them lose face.", "The senator feels that their efforts have been ignored and feels powerless in the decision-making process.", "The senator is concerned that this policy may trigger public dissatisfaction and social unrest.", "The senator's trust in the government is shaken, and they begin to question whose interests the government truly represents.", "The senator worries that this bill could cause the national tax system to fail."], "answer": "A", "answer_idx": 0, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 691.14195, "attack_pct": 0.9022766877500968, "license": "MIT", "selection_order": 5256, "video": "videos/e7ceb66f3535651b8c50d2dae5cdb81d2dde4b48039e7e5f67a046a9f9ef5df9.mp4", "video_id": "e7ceb66f3535651b8c50d2dae5cdb81d2dde4b48039e7e5f67a046a9f9ef5df9"}
{"item_id": "HourVideo_692", "benchmark": "HourVideo", "question": "How many pieces of Irish potatoes did the camera wearer take out from a drawer?", "options": ["Three", "One", "Two", "Four", "Five"], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "perception/information_retrieval/temporal_distance", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 4062.968667, "attack_pct": 0.3341212727507422, "license": "Apache-2.0", "selection_order": 5257, "video": "videos/5277644bacc8328d68a31bb9022117b25e57162ab7c2f6e669c184a9573cb665.mp4", "video_id": "5277644bacc8328d68a31bb9022117b25e57162ab7c2f6e669c184a9573cb665"}
{"item_id": "Video-MME-v2_1585", "benchmark": "Video-MME-v2", "question": "Compared to the first scene showing the \"ring the bell to exit\" in the video, how many additional blue markers were added to the starting line posts when the challenger formally prepared to begin the obstacle course?", "options": ["Three additional signs were added.", "Two signs were removed.", "Two additional red signs were added.", "The number of signs remained unchanged.", "The signs were replaced by a tire.", "The signs changed from red to blue.", "Two additional signs were added.", "One additional sign was added."], "answer": "D", "answer_idx": 3, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 1083.884263, "attack_pct": 0.8649315864205499, "license": "MIT", "selection_order": 5263, "video": "videos/4f5176ab242d47ab99421838449c12b0528cfb4de081d1c4054424d3235cc120.mp4", "video_id": "4f5176ab242d47ab99421838449c12b0528cfb4de081d1c4054424d3235cc120"}
{"item_id": "Video-MME_2378", "benchmark": "Video-MME", "question": "How many tricks are revealed in this video?", "options": ["7.", "9.", "11.", "13."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "Counting Problem", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 2319.34839, "attack_pct": 0.921251774880599, "license": "unknown", "selection_order": 5264, "video": "videos/536805d29ec471812b87f9b152e21b5acf93634c5555d0e8918f98daaaeed441.mp4", "video_id": "536805d29ec471812b87f9b152e21b5acf93634c5555d0e8918f98daaaeed441"}
{"item_id": "S-EMBER_1474", "benchmark": "S-EMBER", "question": "How many magnets are on the freezer door?", "options": ["There are 8 magnets on the freezer door.", "There are no magnets on the freezer door.", "There are 7 magnets on the freezer door.", "There are 4 magnets on the freezer door.", "There are 3 magnets on the freezer door."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "visual_detail_recall", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.7718713695624112, "license": "CC-BY-NC-4.0", "selection_order": 5270, "video": "videos/44e0a867217c90a0df3255aefd8c0c889aea319bf08c780e3650f3ee38dabc22.mp4", "video_id": "44e0a867217c90a0df3255aefd8c0c889aea319bf08c780e3650f3ee38dabc22"}
{"item_id": "LongVideoBench_841", "benchmark": "LongVideoBench", "question": "On the right side of the screen is a female host wearing red clothes, and on the left side of the screen, a drone is taking off. What happens in the video after the subtitle mentions 'that may be why in recent weeks there'?", "options": ["A group of drones drop bombs", "A black-skinned woman gives a speech on stage", "A blonde man raises his hands with palms facing outwards", "A drone gets shot down", "A drone drops a bomb"], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "T3E", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2995.7928, "attack_pct": 0.872531302439654, "license": "CC-BY-NC-SA-4.0", "selection_order": 5271, "video": "videos/9cf202e9cfe452f2e1b8ee3d5551caa39434cbd110999f513fb5c8e09a40410e.mp4", "video_id": "9cf202e9cfe452f2e1b8ee3d5551caa39434cbd110999f513fb5c8e09a40410e"}
{"item_id": "StreamingBench_610", "benchmark": "StreamingBench", "question": "How many times in total have movie clips been inserted during this person's explanation so far?", "options": ["2.", "3.", "4.", "0."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "Counting", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 755.832744, "attack_pct": 0.7128323867303472, "license": "unknown", "selection_order": 5277, "video": "videos/d065cc132db1470b1a96370c7945d978d32f2e0d522b7126b7a777616a863c6f.mp4", "video_id": "d065cc132db1470b1a96370c7945d978d32f2e0d522b7126b7a777616a863c6f"}
{"item_id": "VSI-Super-Wild_2963", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] At the indicated moment in this clip, which direction is the camera/person moving? (forward = the direction the camera is facing)", "options": ["right", "left", "forward", "backward"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VMR", "scene_type": "other", "duration_group": ">30min", "duration_s": 2137.331678, "attack_pct": 0.838469730218149, "license": "unknown", "selection_order": 5278, "video": "videos/917c6f0ec6e9977f689b39a8a815199adfc2f27cfc0fc42792ca5cf7e46a5a4f.mp4", "video_id": "917c6f0ec6e9977f689b39a8a815199adfc2f27cfc0fc42792ca5cf7e46a5a4f"}
{"item_id": "S-EMBER_3317", "benchmark": "S-EMBER", "question": "How does the object Paddington is holding compare to the first thing he pulled from his hat?", "options": ["The first thing he pulled from his hat was just a small marmalade sandwich, whereas he's holding an entire jar of marmalade now.", "The first object Paddington pulled from his hat was a sandwich, while the object he is holding now is a tomato.", "The first thing he pulled from his hat was a small suitcase, while the object he is currently holding is a red hat.", "The first object he pulled from his hat was a sandwich, and the second object he is holding is a teapot.", "The first thing he pulled from under his hat was a large travel bag, whereas the item he's holding now is a small suitcase."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "object_comparison", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.8481831676778108, "license": "CC-BY-NC-4.0", "selection_order": 5284, "video": "videos/1cd3df9035e963fb909629da5752fa5e51c7b02b6c21f0fa9bd8436c51f2bc1f.mp4", "video_id": "1cd3df9035e963fb909629da5752fa5e51c7b02b6c21f0fa9bd8436c51f2bc1f"}
{"item_id": "VideoOdyssey_1183", "benchmark": "VideoOdyssey", "question": "Who was the first-place finisher in the sixth swimming race?", "options": ["Luke Hobson", "Liam Bell", "Brendan Burns", "Josh Liendo"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "V/OCR", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 5463.980408, "attack_pct": 0.603564282948238, "license": "CC-BY-NC-SA-4.0", "selection_order": 5285, "video": "videos/58f42cd9404dd60833d623f2aab617924579e8d38e77d9143ffa0b1c6ac0e0c4.mp4", "video_id": "58f42cd9404dd60833d623f2aab617924579e8d38e77d9143ffa0b1c6ac0e0c4"}
{"item_id": "S-EMBER_6080", "benchmark": "S-EMBER", "question": "What color was the dog's collar?", "options": ["The dog's collar was blue.", "The dog's collar was green.", "The dog's collar was not visible.", "The dog was not wearing a collar.", "The dog's collar was red."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "visual_detail_recall", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.1702191170775784, "license": "CC-BY-NC-4.0", "selection_order": 5291, "video": "videos/e9322c3ec6c797693628cbd462609f22fa5ea9cd7d7cf229dfc04c949a9d115b.mp4", "video_id": "e9322c3ec6c797693628cbd462609f22fa5ea9cd7d7cf229dfc04c949a9d115b"}
{"item_id": "HLV-1K_4440", "benchmark": "HLV-1K", "question": "In the video event from 80.0 to 3564.0 seconds, which direction is the UnionBank logo with a white 'UB' on an orange background prominently shown?", "options": ["On the left side.", "On the right side.", "In the center.", "At the top."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object-direction", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 3705.974422, "attack_pct": 0.9758696914934814, "license": "MIT", "selection_order": 5292, "video": "videos/2f972ceb4c409c663f12bd0d97fc48bf71eef660d9541fe67eea9d9e2833a1b9.mp4", "video_id": "2f972ceb4c409c663f12bd0d97fc48bf71eef660d9541fe67eea9d9e2833a1b9"}
{"item_id": "Video-MME-v2_308", "benchmark": "Video-MME-v2", "question": "Which of the following topics was discussed first in the interview?", "options": ["How the author creates vivid environments through sensory details.", "The controlling personality of the painter, Joseph.", "The emotional relationship between people and artworks.", "The author's subconscious creative process and the collection of fragmented inspirations.", "The mysterious self-revelation of the character Ettie.", "John Berger's discourse: \"We only see what we look at. To look is an act of choice.\".", "The dual perspectives of Joseph and Ettie and their narrative significance.", "The power of art and its emotional impact."], "answer": "A", "answer_idx": 0, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 779.470658, "attack_pct": 0.9278430360139408, "license": "MIT", "selection_order": 5298, "video": "videos/3513ca0a82ac73780a6702406d4d8642a48d58729eeb82fea984a3271ff696ba.mp4", "video_id": "3513ca0a82ac73780a6702406d4d8642a48d58729eeb82fea984a3271ff696ba"}
{"item_id": "HLV-1K_3361", "benchmark": "HLV-1K", "question": "What is the primary setting transition depicted in the event from 2294.0 to 2358.0 seconds?", "options": ["From a bustling street market to a police station.", "From a domestic space to a luxurious mansion.", "From a festive background to a somber nocturnal scene.", "From a doorway conversation to a grand staircase."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "plot-understanding", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 8879.310658, "attack_pct": 0.2153333548470375, "license": "MIT", "selection_order": 5299, "video": "videos/2902a523b93fe541051b03aff029fe0133e2e62576fc0e1251cbcf4be99571f6.mp4", "video_id": "2902a523b93fe541051b03aff029fe0133e2e62576fc0e1251cbcf4be99571f6"}
{"item_id": "Video-MME-v2_3066", "benchmark": "Video-MME-v2", "question": "On the Level 3 trampoline, during the process where the man wearing a black hat rushes toward the top of the trampoline, how does his moving speed change?", "options": ["Remained constant.", "First decreased then increased.", "Instantly increased then remained constant.", "Remained zero throughout.", "Changed irregularly.", "Gradually increased.", "First increased then decreased.", "Gradually decreased."], "answer": "H", "answer_idx": 7, "n_options": 8, "chance": 0.125, "capability": "temporal", "task_class": "_none", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 665.065941, "attack_pct": 0.8995256228217374, "license": "MIT", "selection_order": 5305, "video": "videos/6eced98605702179033c24461e67e79d80cb1be9f6b711b6fb1001d60fcfba43.mp4", "video_id": "6eced98605702179033c24461e67e79d80cb1be9f6b711b6fb1001d60fcfba43"}
{"item_id": "OVO-S-Bench_776", "benchmark": "OVO-S-Bench", "question": "(Question asked at 1209.8 s into the video; 'current' refers to that moment.) In what chronological order does the camera wearer encounter these vehicle types: the bus, the bicycle, and the car?", "options": ["Car, bus, bicycle", "Bus, bicycle, car", "Bicycle, bus, car", "Bicycle, car, bus"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "2.3.1", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 3454.966667, "attack_pct": 0.9594036401187556, "license": "unknown", "selection_order": 5306, "video": "videos/331894ccbfa17633f8ca4ba98adbb7ba3de50dff891c1582b45a6d871e2c43f5.mp4", "video_id": "331894ccbfa17633f8ca4ba98adbb7ba3de50dff891c1582b45a6d871e2c43f5"}
{"item_id": "S-EMBER_6446", "benchmark": "S-EMBER", "question": "What happened to the lemons before I squeezed them into the glass?", "options": ["The lemons were given a quick rinse in the sink and then cut in half.", "The lemons were washed in the sink, heated in the microwave, and cut in half.", "The lemons were microwaved in a bowl of water, rolled on the counter, and cut in half.", "The lemons were simply cut in half before being squeezed into the glass.", "The lemons were washed, microwaved, rolled on the counter, peeled, and cut in half."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "sequential_action", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 600.083333, "attack_pct": 0.7944526913643991, "license": "CC-BY-NC-4.0", "selection_order": 5312, "video": "videos/f43ea8381a3619431cea3aeca059ebbfb45c00bdc302fd0d7406e531d92f0e02.mp4", "video_id": "f43ea8381a3619431cea3aeca059ebbfb45c00bdc302fd0d7406e531d92f0e02"}
{"item_id": "HLV-1K_7327", "benchmark": "HLV-1K", "question": "Which individual is speaking faster during the podcast discussion between 601.0 and 3710.0 seconds?", "options": ["The woman in the pink top.", "The man in the light blue shirt.", "The man in the darker outfit with a cap.", "The man in the center with a light blue shirt."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "speed", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 3684.356644, "attack_pct": 0.5301487672647477, "license": "MIT", "selection_order": 5313, "video": "videos/ae521fe9bf714774dee8777fbdd401bcbb637c5811f200ad78c6c1a07a650ca3.mp4", "video_id": "ae521fe9bf714774dee8777fbdd401bcbb637c5811f200ad78c6c1a07a650ca3"}
{"item_id": "Video-MME-v2_3098", "benchmark": "Video-MME-v2", "question": "Based on the example problems in the video, which approach is most accurate for solving Question 6?", "options": ["Exclude options c and d based on the color pattern of the central hexagon.", "Exclude options a and d based on the shape of the central figure.", "Eliminate other feature distractions and directly select option a based on the color pattern of the central figure.", "Eliminate other feature distractions and directly select option e based on the arrow positions.", "Exclude options a, b, and e based on the color of the central figure in the matrix.", "Exclude options c and d based on the direction of the arrows.", "Exclude options a and c based on the position of the lines.", "Exclude options a and d based on the position of the arrows."], "answer": "A", "answer_idx": 0, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 614.771995, "attack_pct": 0.692364786368917, "license": "MIT", "selection_order": 5319, "video": "videos/1d635f76bc0e466c7afa420e7633ce081793ab6fc10916863bcbf8e87c317139.mp4", "video_id": "1d635f76bc0e466c7afa420e7633ce081793ab6fc10916863bcbf8e87c317139"}
{"item_id": "Video-MME-v2_1458", "benchmark": "Video-MME-v2", "question": "What did the police officer say when he was leading a prisoner up the stairs?", "options": ["Holding a detainee with his left hand, he said, \"I'm on my way to the second floor with a detainee-no resistance so far.\"", "Grasping the prisoner with his right hand, he said, \"Got him in cuffs; ascending to holding area now.\"", "Grasping the prisoner with his right hand, he said, \"Transporting inmate via stairs-elevator's out of service.\"", "Holding a detainee with his right hand, he said, \"Move to the third floor with one detainee-keep the perimeter secure.\"", "Holding a prisoner with his left hand, he said, \"One prisoner in custody, moving up stairwell B - request backup on upper levels.\"", "Holding the prisoner with his right hand, he said, \"All clear on Stairwell 2; proceeding upward with one restrained individual.\"", "Holding the prisoner with his left hand, he said, \"I've got one inmate with me, four still loose.\"", "Grasping the suspect with his left hand, he said, \"Suspect secured; heading upstairs for processing.\""], "answer": "G", "answer_idx": 6, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 786.702222, "attack_pct": 0.290402736543178, "license": "MIT", "selection_order": 5326, "video": "videos/b6602c935525a3ab8216677f91cd812f11d1ef67a389705651797a8b46053cb7.mp4", "video_id": "b6602c935525a3ab8216677f91cd812f11d1ef67a389705651797a8b46053cb7"}
{"item_id": "VSI-Super-Wild_788", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] Here are 4 frames captured at different moments in the video. Each frame is shown from a slightly rotated viewpoint (30-60 degrees). Choose the option listing the frames by capture time, from first to last.", "options": ["Frame 2 → Frame 1 → Frame 3 → Frame 4", "Frame 1 → Frame 4 → Frame 2 → Frame 3", "Frame 2 → Frame 3 → Frame 1 → Frame 4", "Frame 1 → Frame 3 → Frame 2 → Frame 4"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VPO", "scene_type": "other", "duration_group": ">30min", "duration_s": 2137.331678, "attack_pct": 0.8585339486252743, "license": "unknown", "selection_order": 5327, "video": "videos/ec8a4bba0aba21cf1af830a2d89791db3c8ace74fc90d11ea9c7d17b2d5fe678.mp4", "video_id": "ec8a4bba0aba21cf1af830a2d89791db3c8ace74fc90d11ea9c7d17b2d5fe678"}
{"item_id": "Video-MME-v2_3117", "benchmark": "Video-MME-v2", "question": "Which of the following items has a higher expected price upper limit, and what is its upper limit?\n① Large plaid shirt with interwoven green, dark blue, and yellow lines\n② Red casual pants", "options": ["①($40).", "②($22).", "Both have the same upper limit, $22 each.", "Both have the same upper limit, $25 each.", "①($25).", "①($30).", "②($25).", "②($30)."], "answer": "H", "answer_idx": 7, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 694.021224, "attack_pct": 0.7378824060926811, "license": "MIT", "selection_order": 5333, "video": "videos/471c0149d48ff370c3c0395e8404959f6b0f91f32b7a92a8778b88c4bb822225.mp4", "video_id": "471c0149d48ff370c3c0395e8404959f6b0f91f32b7a92a8778b88c4bb822225"}
{"item_id": "3970", "benchmark": "LVBench", "question": "When does one of the break time end?", "options": ["07:34", "36:25", "10:58", "06:44"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "event understanding", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 2845.651882, "attack_pct": 0.4689879953530398, "license": "CC-BY-NC-SA-4.0", "selection_order": 5334, "video": "videos/be106f6dac052a8b6f3fd624d104fa9a912380b2535966d551e56eff098a3a36.mp4", "video_id": "be106f6dac052a8b6f3fd624d104fa9a912380b2535966d551e56eff098a3a36"}
{"item_id": "Video-MME-v2_1005", "benchmark": "Video-MME-v2", "question": "Which of the following sequences correctly and completely describes the events in the video before the team members climbed the glacier?", "options": ["The team confirms the plan with the captain -> The research vessel's bow approaches the ice wall -> Driving a small boat towards the ice wall -> Arriving at the waterfall and finding an entry point -> The ship uses a crane to set up a long ladder -> Members approach the ladder via the small boat -> Members climb onto the glacier using the ladder and ropes.", "Driving a small boat towards the ice wall -> Arriving at the waterfall and finding an entry point -> The team confirms the plan with the captain -> The research vessel's bow approaches the ice wall -> The ship uses a crane to set up a long ladder -> Members approach the ladder via the small boat -> Members climb onto the glacier using the ladder and ropes.", "Driving a small boat towards the ice wall -> Arriving at the waterfall and finding an entry point -> The research vessel's bow approaches the ice wall -> The team confirms the plan with the captain -> The ship uses a crane to set up a long ladder -> Members approach the ladder via the small boat -> Members climb onto the glacier using the ladder and ropes.", "The research vessel's bow approaches the ice wall -> The ship uses a crane to set up a long ladder -> Driving a small boat towards the ice wall -> Arriving at the waterfall and finding an entry point -> The team confirms the plan with the captain -> Members approach the ladder via the small boat -> Members climb onto the glacier using the ladder and ropes.", "The team confirms the plan with the captain -> Driving a small boat towards the ice wall -> Arriving at the waterfall and finding an entry point -> The research vessel's bow approaches the ice wall -> The ship uses a crane to set up a long ladder -> Members approach the ladder via the small boat -> Members climb onto the glacier using the ladder and ropes.", "The team confirms the plan with the captain -> Driving a small boat towards the ice wall -> Arriving at the waterfall and finding an entry point -> The research vessel's bow approaches the ice wall -> The ship uses a crane to set up a long ladder -> Members climb onto the glacier using the ladder and ropes.", "Driving a small boat towards the ice wall -> Arriving at the waterfall and finding an entry point -> The team confirms the plan with the captain -> The research vessel's bow approaches the ice wall -> Members approach the ladder via the small boat -> The ship uses a crane to set up a long ladder -> Members climb onto the glacier using the ladder and ropes.", "The research vessel's bow approaches the ice wall -> Driving a small boat towards the ice wall -> Arriving at the waterfall and finding an entry point -> The team confirms the plan with the captain -> The ship uses a crane to set up a long ladder -> Members approach the ladder via the small boat -> Members climb onto the glacier using the ladder and ropes."], "answer": "B", "answer_idx": 1, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 1124.008345, "attack_pct": 0.9575642184071254, "license": "MIT", "selection_order": 5340, "video": "videos/a2ef546f9587a2793fb36afd8b48df5eae61d0b94d2ec4e20c259db6f1dbe49a.mp4", "video_id": "a2ef546f9587a2793fb36afd8b48df5eae61d0b94d2ec4e20c259db6f1dbe49a"}
{"item_id": "HLV-1K_3572", "benchmark": "HLV-1K", "question": "What is the camera movement in the video from 1.0 to 8823.0 seconds?", "options": ["The camera moves closer to the central figure.", "The camera pans across the gathering.", "The camera zooms out to capture the entire hall.", "The camera remains stationary."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "camera-direction", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 8854.581406, "attack_pct": 0.6694365560862269, "license": "MIT", "selection_order": 5341, "video": "videos/e73b6933b5c9db3ef0204fc9777e6e547288c1b330be2490d69961edb670dfc0.mp4", "video_id": "e73b6933b5c9db3ef0204fc9777e6e547288c1b330be2490d69961edb670dfc0"}
{"item_id": "Video-MME-v2_417", "benchmark": "Video-MME-v2", "question": "After the set of movements when the subtitle \"If seated, bend slowly.\" appears is completed, assuming the demonstrator wants to continue doing this set of movements, from the demonstrator's perspective, what is he most likely doing next?", "options": ["Standing with legs apart, raising the right arm overhead, then bending the body to the left side, twice in succession.", "Standing with legs apart, placing hands on the lower back and gently arching the upper body backward.", "Standing with legs apart, bending the torso forward to touch the ground with fingertips rhythmically three times.", "Standing with legs apart, raising the left arm overhead, then bending the body to the right side, twice in succession.", "Standing with legs apart, raising the right arm overhead, then bending the body to the left side, once.", "Standing with legs apart, raising the left arm overhead, then bending the body to the right side, once.", "Standing with legs apart, keeping legs straight, bending forward to touch the floor, then extending backward.", "Standing with legs apart, bending the body forward deeply, then rising and placing hands on the waist to arch backward."], "answer": "D", "answer_idx": 3, "n_options": 8, "chance": 0.125, "capability": "egocentric", "task_class": "_none", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 615.793197, "attack_pct": 0.9486091390215567, "license": "MIT", "selection_order": 5347, "video": "videos/0c3a0ad483cfcf112d5789933e418d2f3901ed0e607c9096f0ad0e37b2776ec7.mp4", "video_id": "0c3a0ad483cfcf112d5789933e418d2f3901ed0e607c9096f0ad0e37b2776ec7"}
{"item_id": "9", "benchmark": "LVBench", "question": "When the protagonist first enters the building with a hidden door disguised as a bookshelf, how many people are in the room?", "options": ["4", "3", "5", "2"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "entity recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 5332.973424, "attack_pct": 0.4056005550535691, "license": "CC-BY-NC-SA-4.0", "selection_order": 5348, "video": "videos/4165e0834050e9069a917b16ee174521ead240b889e80caff11acbf2967d69cf.mp4", "video_id": "4165e0834050e9069a917b16ee174521ead240b889e80caff11acbf2967d69cf"}
{"item_id": "S-EMBER_6148", "benchmark": "S-EMBER", "question": "So far, how many pieces of chicken have I flattened with the spoon?", "options": ["You have flattened four pieces of chicken with the spoon.", "You have flattened one piece of chicken with the spoon.", "You have flattened six pieces of chicken with the spoon.", "You have flattened two pieces of chicken with the spoon.", "You have flattened three pieces of chicken with the spoon."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.8051342455143927, "license": "CC-BY-NC-4.0", "selection_order": 5354, "video": "videos/b791b97543be1a30f021a1133fd2e0cc1667b78bb2c98c15f2d70a04dea6f430.mp4", "video_id": "b791b97543be1a30f021a1133fd2e0cc1667b78bb2c98c15f2d70a04dea6f430"}
{"item_id": "HourVideo_583", "benchmark": "HourVideo", "question": "When situated at the lint roller, how can you retrieve the case for contact lenses?", "options": ["Walk through the kitchen and turn right into the hallway. Go through the second door on the left into the bathroom, and the lint roller is on the sink countertop.", "Walk through the kitchen and turn right into the hallway. Go through the first door on the left into the bathroom, and the lint roller is on the sink countertop.", "Walk through the kitchen and turn right into the hallway. Open the first door on the left to open the closet, and the lint roller is on the shelf.", "Walk through the kitchen and turn right into the hallway. Go through the first door on the right into the bedroom, and the lint roller is on the table next to the bed.", "Walk through the kitchen and turn right into the hallway. Open the second door on the left to open the closet, and the lint roller is on the shelf."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "navigation/object_retrieval", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 1800.133333, "attack_pct": 0.3758067639086098, "license": "Apache-2.0", "selection_order": 5355, "video": "videos/50472a3c5d7ef2659a2151591137c44460553efa06ca466465dfca6e5e9fa959.mp4", "video_id": "50472a3c5d7ef2659a2151591137c44460553efa06ca466465dfca6e5e9fa959"}
{"item_id": "ScaleLong_728", "benchmark": "ScaleLong", "question": "Why did it take a long time to apply the foundation?", "options": ["To cover up blemishes and imperfections", "To add extra coverage for a more dramatic look", "To create a natural, glowing effect", "To make the face tone more even"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Video Event", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 5356.768083, "attack_pct": 0.8762182135020008, "license": "unknown", "selection_order": 5362, "video": "videos/196fb67e595b0777ad88855fde94bdbeb37681fc65c887231e79bcd9fbc83471.mp4", "video_id": "196fb67e595b0777ad88855fde94bdbeb37681fc65c887231e79bcd9fbc83471"}
{"item_id": "LongVideoBench_959", "benchmark": "LongVideoBench", "question": "Many green lights were emitted on the wall, a black-haired man wearing a gray suit picked up a box and was about to leave the house. What happened after the man picked up the box?", "options": ["Someone climbed a ladder", "Drinking water", "Someone sang", "Someone ran", "An explosion"], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "E3E", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 1358.831746, "attack_pct": 0.7974699883825997, "license": "CC-BY-NC-SA-4.0", "selection_order": 5368, "video": "videos/750d8bcd50f5c95071f1ee619042d6d16161870128820542c46e1563577e1d56.mp4", "video_id": "750d8bcd50f5c95071f1ee619042d6d16161870128820542c46e1563577e1d56"}
{"item_id": "V2P-Bench_976", "benchmark": "V2P-Bench", "question": "Who is the CEO of the company in the red box?", "options": ["Doug Kanor.", "Lisa Ellis.", "Jared Scheeler.", "Roger Hochschild."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "13", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3085.096054, "attack_pct": 0.6935023234800568, "license": "CC-BY-NC-4.0", "selection_order": 5369, "video": "videos/5dff1ba365e3d4980fbcd9057a74399dd1e1820078942c1832faf106911f99ff.mp4", "video_id": "5dff1ba365e3d4980fbcd9057a74399dd1e1820078942c1832faf106911f99ff"}
{"item_id": "S-EMBER_3366", "benchmark": "S-EMBER", "question": "What was on the top two shelves of the display I was just looking at?", "options": ["The top two shelves contained a mix of woven baskets and tall, light-colored crystal towers.", "The top two shelves primarily contained a variety of crystals, gemstones, and polished spheres.", "The top two shelves featured various decorative items, including patterned plates and small figurines.", "The top two shelves contained rows of woven, multi-colored decorative baskets and bowls.", "The top two shelves displayed various colorful crystals, geodes, and hanging dreamcatchers."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "visual_detail_recall", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.1742852071769717, "license": "CC-BY-NC-4.0", "selection_order": 5375, "video": "videos/b9a1d380b4a4d229a1ab588f51ce938be77cd3cd64731dec41c84c2143db04f3.mp4", "video_id": "b9a1d380b4a4d229a1ab588f51ce938be77cd3cd64731dec41c84c2143db04f3"}
{"item_id": "VSI-Super-Wild_857", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] Here are 4 frames captured at different moments in the video. Each frame is shown from a slightly rotated viewpoint (30-60 degrees). Choose the option listing the frames by capture time, from first to last.", "options": ["Frame 1 → Frame 4 → Frame 2 → Frame 3", "Frame 3 → Frame 4 → Frame 1 → Frame 2", "Frame 1 → Frame 2 → Frame 4 → Frame 3", "Frame 1 → Frame 4 → Frame 3 → Frame 2"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VPO", "scene_type": "other", "duration_group": ">30min", "duration_s": 2281.641555, "attack_pct": 0.8597763650445334, "license": "unknown", "selection_order": 5376, "video": "videos/db7a9c555956518e249ee363094e978728f185514793353d6fbf14e32ef47731.mp4", "video_id": "db7a9c555956518e249ee363094e978728f185514793353d6fbf14e32ef47731"}
{"item_id": "Video-MME-v2_2225", "benchmark": "Video-MME-v2", "question": "When explaining the \"long diagonal\" tactic, the trajectory of the shuttlecock in the air most closely matches which of the following descriptions?", "options": ["Vertical upward straight line along the center line.", "Small circular trajectory around the center line.", "Zigzag path along the baseline.", "When explaining the \"long diagonal\" tactic, the trajectory of the shuttlecock in the air most closely matches a flight path that traverses the entire court from one corner to the deepest part of the opposite diagonal corner.", "Long diagonal parabolic trajectory across the center line of the court.", "Horizontal straight line along the net.", "A long diagonal parabolic trajectory to the opponent's opposite corner.", "Low diagonal trajectory across the short serve area of the court."], "answer": "E", "answer_idx": 4, "n_options": 8, "chance": 0.125, "capability": "spatial", "task_class": "_none", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 675.096961, "attack_pct": 0.985833225764812, "license": "MIT", "selection_order": 5382, "video": "videos/a03dc56015f7c7874f5fbcd402862c8aec56fdbf2d82755649d27fecc9c79bbc.mp4", "video_id": "a03dc56015f7c7874f5fbcd402862c8aec56fdbf2d82755649d27fecc9c79bbc"}
{"item_id": "ScaleLong_1381", "benchmark": "ScaleLong", "question": "Describe the situation between 29:48 and 29:53.", "options": ["The yellow team barely held onto the ball against the white team.", "The yellow team lost possession under pressure from the white team.", "The white team managed to regain possession through a quick counterattack.", "The white team's defense was tight, but the yellow team still pushed forward deeper."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Shot", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 5987.44, "attack_pct": 0.3979282302826901, "license": "unknown", "selection_order": 5383, "video": "videos/e941dcbc1c537cef28ef840d5158cdcab8250f9dea4a098540b42455189d88ec.mp4", "video_id": "e941dcbc1c537cef28ef840d5158cdcab8250f9dea4a098540b42455189d88ec"}
{"item_id": "S-EMBER_8646", "benchmark": "S-EMBER", "question": "How many times did I add spice from the jar with the blue top?", "options": ["You added the spice from the jar with the blue top four times.", "You added the spice from the jar with the blue top just once.", "You added the spice from the jar with the blue top two times.", "You added the spice from the jar with the blue top three times.", "You did not add any spice from the jar with the blue top."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 600.083333, "attack_pct": 0.8051342455143927, "license": "CC-BY-NC-4.0", "selection_order": 5389, "video": "videos/9d550aa982236d7cd4e105d3c460ee61724bbda4294b658c45dfb8fd5475a712.mp4", "video_id": "9d550aa982236d7cd4e105d3c460ee61724bbda4294b658c45dfb8fd5475a712"}
{"item_id": "HLV-1K_7350", "benchmark": "HLV-1K", "question": "How does the environment change from the beginning to the end of the video from 58.0 to 4797.0 seconds?", "options": ["The environment changes from a retail store to a tech workshop.", "The environment changes from a tech workshop to a retail store.", "The environment remains the same throughout the video.", "The environment changes from a tech workshop to an outdoor setting."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "long_video", "task_class": "attribute-change", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 4944.178503, "attack_pct": 0.595569252613915, "license": "MIT", "selection_order": 5390, "video": "videos/a4c69294f78013fa68237a59f97be63f6fbcea5c84f12f61b5178e8b6762e23b.mp4", "video_id": "a4c69294f78013fa68237a59f97be63f6fbcea5c84f12f61b5178e8b6762e23b"}
{"item_id": "MLVU_616", "benchmark": "MLVU", "question": "In this video, how many instances are there of the 'shredding paper' action scene in total?\n(A) 4\n(B) 2\n(C) 3\n(D) 1\n", "options": ["4", "2", "3", "1"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "count", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 7486.6, "attack_pct": 0.6844746353427134, "license": "CC-BY-NC-SA-4.0", "selection_order": 5397, "video": "videos/123365331aea34690081c6b392bc528851d3b690dd7c2b85fa5947bc65e6c70a.mp4", "video_id": "123365331aea34690081c6b392bc528851d3b690dd7c2b85fa5947bc65e6c70a"}
{"item_id": "OVO-S-Bench_149", "benchmark": "OVO-S-Bench", "question": "(Question asked at 124.9 s into the video; 'current' refers to that moment.) In the current view, is the black sedan occluded? If so, what is occluding it?", "options": ["Yes, the black car is occluded by a street lamp.", "No, the black car is completely visible and not occluded.", "Yes, the black car is occluded by a parked white car.", "Yes, the black car is occluded by a nearby palm tree."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "1.2.2", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 3334.3, "attack_pct": 0.5014763779527559, "license": "unknown", "selection_order": 5404, "video": "videos/8728c364a55bf8aabae85098ee4ad492294569d68b8b4ac37e1331c0563e9225.mp4", "video_id": "8728c364a55bf8aabae85098ee4ad492294569d68b8b4ac37e1331c0563e9225"}
{"item_id": "Video-MME-v2_1290", "benchmark": "Video-MME-v2", "question": "According to the 7-Eleven shopping segment on Day 3 in the video, what is the total price in USD of the items finally displayed and tasted on the table?", "options": ["$10.83.", "$13.82.", "$11.24.", "$11.74.", "$6.72.", "$8.39.", "$9.16.", "$12.01."], "answer": "G", "answer_idx": 6, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1097.793016, "attack_pct": 0.7430537627468697, "license": "MIT", "selection_order": 5410, "video": "videos/58ab620624d4cfaa46b9cb9436435deee708220d8c78bef977f4dd7291976587.mp4", "video_id": "58ab620624d4cfaa46b9cb9436435deee708220d8c78bef977f4dd7291976587"}
{"item_id": "Video-MME_2512", "benchmark": "Video-MME", "question": "What is the correct order for processing cod in the video?", "options": ["Cubed, inspected, cut into strips, breaded and fried.", "Inspected, cubed, cut into strips, breaded and fried.", "Cubed, breaded, cut into strips, fried and frozen.", "Inspected, cut into strips, breaded, fried and cubed."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "Temporal Reasoning", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 3038.586485, "attack_pct": 0.9611220472440944, "license": "unknown", "selection_order": 5411, "video": "videos/1f318cf0d748ea3e406341eac06ebf703a0f25512ab4ff0674c178446395145f.mp4", "video_id": "1f318cf0d748ea3e406341eac06ebf703a0f25512ab4ff0674c178446395145f"}
{"item_id": "Video-MME-v2_933", "benchmark": "Video-MME-v2", "question": "What was the trajectory of the chaser wearing the pink uniform in the second chase of the match?", "options": ["He jumped straight ahead onto the obstacle, jumped left, then immediately pursued clockwise around the arena, skipping the step of turning back to the right, and finally jumped down clockwise.", "He jumped straight ahead onto the obstacle, jumped right, then turned back and jumped left, and finally jumped down directly from the front of the obstacle to pounce on his opponent without any turning back motion.", "He jumped straight ahead onto the obstacle, jumped left, then turned back and jumped right, then pursued clockwise around the arena, and finally turned back to jump down counter-clockwise to complete the tag.", "He jumped straight ahead onto the obstacle, jumped right, then turned back and jumped left, but his body rotated clockwise instead of counter-clockwise when jumping off the obstacle.", "He jumped straight ahead onto the obstacle, first jumped right, then turned back and jumped left, then pursued clockwise around the arena, and finally turned back to jump down counter-clockwise.", "He did not jump onto the obstacle, but instead moved right around the bottom of the obstacle, then turned back to the left, and finally jumped onto the obstacle to complete the tag.", "He jumped straight ahead onto the obstacle, jumped right, then turned back and jumped left, and remained on the obstacle until the time ran out.", "He jumped straight ahead onto the obstacle, jumped right, then turned back and jumped left, followed by pursuing counter-clockwise around the arena, and finally jumped down clockwise."], "answer": "C", "answer_idx": 2, "n_options": 8, "chance": 0.125, "capability": "spatial", "task_class": "_none", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 763.657868, "attack_pct": 0.9892458370982316, "license": "MIT", "selection_order": 5417, "video": "videos/158c0812c2659313c310b4eb42db307f4f91b18cbddb46835595d409552cbf34.mp4", "video_id": "158c0812c2659313c310b4eb42db307f4f91b18cbddb46835595d409552cbf34"}
{"item_id": "Video-MME_1975", "benchmark": "Video-MME", "question": "According to the video, what is the primary reason for the appearance of giraffe images on the rocks in the deep desert?", "options": ["Migration.", "The creativity of the ancients in the desert.", "Climate change.", "The imagination of the ancients in the desert."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Object Reasoning", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3007.564626, "attack_pct": 0.5301487672647477, "license": "unknown", "selection_order": 5418, "video": "videos/fb48ff6a3d765bdf06a5eb8ef65151ec2cc64b74b0d9fcc08d8698f51977e1f4.mp4", "video_id": "fb48ff6a3d765bdf06a5eb8ef65151ec2cc64b74b0d9fcc08d8698f51977e1f4"}
{"item_id": "S-EMBER_7274", "benchmark": "S-EMBER", "question": "How many times did I pick up the Cream of Wheat box before removing it from the bag?", "options": ["2 times", "5 times", "3 times", "6 times", "4 times"], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.8658351619981929, "license": "CC-BY-NC-4.0", "selection_order": 5424, "video": "videos/b1e1fbfbd5df383bf88e6d9e9efa8e161f0ca643bda7e2b962027bbd9308960a.mp4", "video_id": "b1e1fbfbd5df383bf88e6d9e9efa8e161f0ca643bda7e2b962027bbd9308960a"}
{"item_id": "VSI-Super-Wild_189", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] At the indicated moment in this clip, which direction is the camera/person moving? (forward = the direction the camera is facing)", "options": ["forward", "left", "right", "backward"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VMR", "scene_type": "other", "duration_group": ">30min", "duration_s": 7544.2367, "attack_pct": 0.8603330321414742, "license": "unknown", "selection_order": 5425, "video": "videos/c4564f546fb5acebb39fc1ef78450ff3ba6e2156a95851b7243db4362c14ae1f.mp4", "video_id": "c4564f546fb5acebb39fc1ef78450ff3ba6e2156a95851b7243db4362c14ae1f"}
{"item_id": "LongVideoBench_522", "benchmark": "LongVideoBench", "question": "Some people are sitting face-to-face at a long table outdoors, wearing name tags around their necks and smiling at each other. What happened earlier in the video?", "options": ["A woman in a brick-red suit jacket is sitting and talking in front of a camera.", "In the upper right corner of the screen, a man in a red short-sleeve shirt is explaining the PPT shown on the screen.", "A man in a black shirt and a woman in a white coat with a grey inner lining are sitting in front of a camera, with the woman lifting her legs.", "In the upper right corner of the screen, a man in a red short-sleeve shirt is pointing to a picture on the screen.", "A man in a black shirt and a woman in a white coat with a grey inner lining are sitting in front of a mural and having a conversation."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "E3E", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 1233.106875, "attack_pct": 0.8718536207564218, "license": "CC-BY-NC-SA-4.0", "selection_order": 5431, "video": "videos/7b235400988359108dd15c023ce7ad9958c9811c5005bdddd38bab809cf1d434.mp4", "video_id": "7b235400988359108dd15c023ce7ad9958c9811c5005bdddd38bab809cf1d434"}
{"item_id": "Video-MME-v2_539", "benchmark": "Video-MME-v2", "question": "When is the turning point of reconciliation between the boy and his father?", "options": ["The boy looks toward the sidelines searching for his father during the game.", "The boy waits for his father to pick him up.", "The boy doesn't let his father come to watch his game.", "The boy sees his friend unwilling to stay home for dinner.", "The boy helps his father correct his pronunciation at the dinner table.", "The boy says \"I am from here\"", "Hearing his father practice \"trouble\"", "The boy eats Arabic food."], "answer": "H", "answer_idx": 7, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 662.465306, "attack_pct": 0.3798567187298309, "license": "MIT", "selection_order": 5438, "video": "videos/b3d358332d2c7e715019bacd221bc3fb65f832e9a6c9ee97d97f96fe637ca979.mp4", "video_id": "b3d358332d2c7e715019bacd221bc3fb65f832e9a6c9ee97d97f96fe637ca979"}
{"item_id": "HLV-1K_7060", "benchmark": "HLV-1K", "question": "In which order do the events occur in the video from 249.0 to 4392.0 seconds?", "options": ["'Starting Soon' message displayed, promotional slide on 'Digitizing Indian Auto Retail,' man in professional suit and glasses, digital adoption trends, two men in formal settings discussing digital car purchases, presentation on Google Trends data, 'Hyperlocal Strategy Has Worked Across OEMs,' Slido poll on digital storefront channels, Google My Business presentation, interactive session on GMB features, SEO presentation, Q&A session.", "'Starting Soon' message displayed, man in professional suit and glasses, promotional slide on 'Digitizing Indian Auto Retail,' digital adoption trends, two men in formal settings discussing digital car purchases, presentation on Google Trends data, 'Hyperlocal Strategy Has Worked Across OEMs,' Slido poll on digital storefront channels, Google My Business presentation, interactive session on GMB features, SEO presentation, Q&A session.", "'Starting Soon' message displayed, promotional slide on 'Digitizing Indian Auto Retail,' man in professional suit and glasses, digital adoption trends, two men in formal settings discussing digital car purchases, 'Hyperlocal Strategy Has Worked Across OEMs,' presentation on Google Trends data, Slido poll on digital storefront channels, Google My Business presentation, interactive session on GMB features, SEO presentation, Q&A session.", "'Starting Soon' message displayed, promotional slide on 'Digitizing Indian Auto Retail,' man in professional suit and glasses, digital adoption trends, two men in formal settings discussing digital car purchases, presentation on Google Trends data, 'Hyperlocal Strategy Has Worked Across OEMs,' Slido poll on digital storefront channels, Google My Business presentation, SEO presentation, interactive session on GMB features, Q&A session."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "time-order", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 4600.058776, "attack_pct": 0.9117238931199174, "license": "MIT", "selection_order": 5439, "video": "videos/5e38311b4731fef0eab674b9a7fa47cc3f3e0606944e191ff2dfc770b1a1823f.mp4", "video_id": "5e38311b4731fef0eab674b9a7fa47cc3f3e0606944e191ff2dfc770b1a1823f"}
{"item_id": "S-EMBER_6175", "benchmark": "S-EMBER", "question": "How long was the brown vest in my hands?", "options": ["The brown vest was in your hands for about 4 seconds.", "You held the brown vest for fifteen seconds.", "You held the brown vest in your hands for 10 seconds.", "The brown vest was in your hands for approximately 1 second.", "You held the brown vest in your hands for 6 seconds."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.1782222150509874, "license": "CC-BY-NC-4.0", "selection_order": 5445, "video": "videos/7b882fbf641ae99a3683d83a536da525128fd177caa6fc9ceb57039a8bc85c81.mp4", "video_id": "7b882fbf641ae99a3683d83a536da525128fd177caa6fc9ceb57039a8bc85c81"}
{"item_id": "ScaleLong_185", "benchmark": "ScaleLong", "question": "What type of cases does the police officer in the video specialize in handling?", "options": ["Sensitive cases such as sexual offenses, domestic violence, and child abuse", "Cases involving labor disputes", "Cases involving gambling and drug trafficking", "Cases of financial fraud"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Video Story", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 5321.858208, "attack_pct": 0.6320672518394217, "license": "unknown", "selection_order": 5446, "video": "videos/9e3079f21958a348f12ef9134cb21aa779de99ebb90d43d1efbe7c90d01a625f.mp4", "video_id": "9e3079f21958a348f12ef9134cb21aa779de99ebb90d43d1efbe7c90d01a625f"}
{"item_id": "Video-MME-v2_2422", "benchmark": "Video-MME-v2", "question": "In the video footage where Sandro repeatedly failed to fall, what was the main reason for his fall?", "options": ["The skateboard's axles or deck were damaged due to the immense pressure.", "Excessive psychological pressure caused him to make mistakes at crucial moments.", "The straightaway surface was too slippery, causing the wheels to lose traction.", "He tried to adjust his protective gear while skating on the straightaway, causing a distraction.", "His body couldn't withstand the centripetal force in the transition zone of a corner.", "His protective gear was too heavy, affecting his agility.", "High speed caused the skateboard to become unstable, wobbling from side to side and leading to the fall.", "Strong winds affected his balance."], "answer": "E", "answer_idx": 4, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 627.157914, "attack_pct": 0.9928843423260616, "license": "MIT", "selection_order": 5452, "video": "videos/93cff6d03c8a3b10771969cc64962fb1659c7948e855ba749af8598beeb6c054.mp4", "video_id": "93cff6d03c8a3b10771969cc64962fb1659c7948e855ba749af8598beeb6c054"}
{"item_id": "HourVideo_893", "benchmark": "HourVideo", "question": "After the camera wearer manages the lampstand and lampshade, ensuring they are properly set up, what is the next activity they engage in?", "options": ["The camera wearer begins to disassemble the lampstand for a thorough cleaning.", "The camera wearer moves on to clean the windows using a squeegee.", "The camera wearer takes a break to evaluate the work done so far.", "The camera wearer completes the cleaning process by walking around, turning on lamps, and using the sanding polisher to buff the shelf.", "The camera wearer starts to replace the light bulbs in the lamps for better illumination."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "reasoning/predictive", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 1800.165364, "attack_pct": 0.4710936491545114, "license": "Apache-2.0", "selection_order": 5453, "video": "videos/2a3d53c01644113fa664f8d205e772ceeabaaf694c667df1566779188a3fbf1d.mp4", "video_id": "2a3d53c01644113fa664f8d205e772ceeabaaf694c667df1566779188a3fbf1d"}
{"item_id": "S-EMBER_6590", "benchmark": "S-EMBER", "question": "How long did I leave the fridge open while taking things out?", "options": ["You left the fridge open for about 45 seconds.", "You kept the fridge open for about 10 seconds.", "It was left open for approximately 5 seconds.", "The fridge was left open for roughly 15 seconds.", "You left it open for approximately 32 seconds."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 600.75, "attack_pct": 0.900235575061314, "license": "CC-BY-NC-4.0", "selection_order": 5459, "video": "videos/c1351eef3a7792c4bd3b2fe2cea59d175d34491544c3eb09c4c46fa15118cbc1.mp4", "video_id": "c1351eef3a7792c4bd3b2fe2cea59d175d34491544c3eb09c4c46fa15118cbc1"}
{"item_id": "HLV-1K_1867", "benchmark": "HLV-1K", "question": "What happens after the man seated on a grey armchair in a studio setting with a blue-lit brick wall holds a card labeled 'watch français' and a screen displays 'Espanol' with celebratory graphics?", "options": ["The scene transitions to a casual indoor setting featuring three individuals engaged in a discussion or interview.", "The man continues to engage in a media-related activity with the professional studio decor and ambient blue lighting remaining constant.", "The scene transitions to a cozy, well-lit room decorated with various posters and shelves holding books and figurines.", "The scene transitions to a lively studio or talk show environment where four individuals are seated on two separate sofas."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal-relationship", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 3455.361451, "attack_pct": 0.5977636504453336, "license": "MIT", "selection_order": 5460, "video": "videos/9055e9e318bf26cd9e800b2eb243b5c84fb65ad5f84ff70d9b04718a333d1fc2.mp4", "video_id": "9055e9e318bf26cd9e800b2eb243b5c84fb65ad5f84ff70d9b04718a333d1fc2"}
{"item_id": "S-EMBER_5720", "benchmark": "S-EMBER", "question": "Before selecting an answer for question 9, what was the order of all the things I underlined?", "options": ["You first underlined \"marine mammals,\" then \"number of years,\" and finally \"P(0) = 1,800.\"", "You first underlined the number \"1,800,\" then the growth factor \"1.02,\" and lastly the exponent \"t.\"", "You first underlined \"function P,\" then \"estimated number of,\" and finally the phrase \"marine mammals.\"", "You first underlined \"P(t) = 1,800(1.02)^t,\" then \"P(0) = 1,800,\" and finally \"t is the number of years.\"", "You first underlined the word \"years,\" then the initial condition \"P(0) = 1800,\" and finally the word \"marine.\""], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "temporal_ordering_recognition", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 600.083333, "attack_pct": 0.3648509100296889, "license": "CC-BY-NC-4.0", "selection_order": 5466, "video": "videos/b1d87c49b7349df6cffac40fc9096860a4bff5b05e99afd2099a829ac065b8e7.mp4", "video_id": "b1d87c49b7349df6cffac40fc9096860a4bff5b05e99afd2099a829ac065b8e7"}
{"item_id": "VideoOdyssey_2344", "benchmark": "VideoOdyssey", "question": "A student is asking a question about lightweight models. What are the appearance characteristics of the person standing to the left of this student?", "options": ["An elderly person with white hair wearing a purple jacket.", "A black boy wearing a green sweatshirt and glasses.", "A middle-aged white man wearing glasses.", "A woman with dyed blonde hair wearing a black vest."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "AV/Summarization", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 6492.02068, "attack_pct": 0.5890586678714341, "license": "CC-BY-NC-SA-4.0", "selection_order": 5467, "video": "videos/a7c417253016be4e4f40746bb89ecef1f97b559ba5fe46fc77d739772b23a737.mp4", "video_id": "a7c417253016be4e4f40746bb89ecef1f97b559ba5fe46fc77d739772b23a737"}
{"item_id": "LongVideoBench_998", "benchmark": "LongVideoBench", "question": "There is a flower bed in the center of the screen, in which green plants and flowers are planted. There are two people beside the flower bed, one stands looking at the flower bed, and the other bends down to admire the flowers. What kind of outer garment is the person who is bending down wearing?", "options": ["Gray long-sleeve coat", "Black leather jacket", "Gray wool sweater", "Black knit shirt", "Gray knit shirt"], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "S2A", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 1512.978133, "attack_pct": 0.8900300116174003, "license": "CC-BY-NC-SA-4.0", "selection_order": 5473, "video": "videos/2a76b94f0819ee01fff4e260def88895283657b15f6b4543fede17734330272c.mp4", "video_id": "2a76b94f0819ee01fff4e260def88895283657b15f6b4543fede17734330272c"}
{"item_id": "VSI-Super-Wild_193", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] At the indicated moment in this clip, which direction is the camera/person moving? (forward = the direction the camera is facing)", "options": ["left", "forward", "right", "backward"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VMR", "scene_type": "other", "duration_group": ">30min", "duration_s": 9132.3232, "attack_pct": 0.8707402865625403, "license": "unknown", "selection_order": 5474, "video": "videos/43564caac6a8e0173a8e4c88f60a56b8f0b8cb5c800619ae1ad8466c12c53862.mp4", "video_id": "43564caac6a8e0173a8e4c88f60a56b8f0b8cb5c800619ae1ad8466c12c53862"}
{"item_id": "Video-MME-v2_1297", "benchmark": "Video-MME-v2", "question": "What is the total price of the Goodal Vita-C Pad and the L'Oreal Hello Kitty Hair Pack that the vlogger bought?", "options": ["54,800 Won.", "47,800 Won.", "27,900 Won.", "43,800 Won.", "39,900 Won.", "60,800 Won.", "50,800 Won.", "52,900 Won."], "answer": "G", "answer_idx": 6, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1154.937324, "attack_pct": 0.7717261520588615, "license": "MIT", "selection_order": 5480, "video": "videos/83c33cd37e84962ecd0f459bd20f738c122de662ee7c800de6c1956a906c2ae3.mp4", "video_id": "83c33cd37e84962ecd0f459bd20f738c122de662ee7c800de6c1956a906c2ae3"}
{"item_id": "Video-MME-v2_2231", "benchmark": "Video-MME-v2", "question": "What does the single-cycle movement of the upper body look like for the fourth exercise in the video?", "options": ["With palms facing forward, move both arms back and forth, causing the hands to travel forward and backward.", "Both hands jointly hold a handle raised to the upper left side of the body; engage the core to drive the upper body, swinging both arms diagonally downward to the right in a \"chopping\" twist to the outside, then control the force to return to the upper left.", "Hands support the edge of a bench behind the body with a reverse grip; elbows bend to lower the upper body vertically until the upper arms are almost parallel to the ground, then the triceps exert force to push the body back up to the starting position.", "Hands hold both ends of a rope; pull it horizontally from directly in front toward the face while spreading elbows out to the sides and back to squeeze the back muscles, pause, then slowly return to the starting position.", "In a supine position, both hands jointly hold one piece of equipment above the chest; keep arms slightly bent and slowly lower them behind the head to the limit to stretch the chest and back, then exert force to pull back to the starting position in front of the chest.", "Lying supine on a flat bench, hands hold equipment; elbows bend to slowly lower it to just above the chest, lightly touching the pectoral muscles, then the chest exerts force to push vertically upward until arms are fully extended.", "Hands grip equipment hanging vertically downward; keep arms straight and inactive, relying purely on trapezius strength to shrug shoulders upward as close to the ears as possible, then control the descent to lower the shoulders.", "Hands hold equipment in front of the chest with palms initially facing the face; during the upward press, gradually rotate wrists outward until arms are fully extended and palms face forward, then lower along the same trajectory in reverse."], "answer": "A", "answer_idx": 0, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 980.704943, "attack_pct": 0.983090228475539, "license": "MIT", "selection_order": 5487, "video": "videos/94d318031b41e3c6616cb25cbd88c64d8f4236e5f5ba109ef39242aea5637ce9.mp4", "video_id": "94d318031b41e3c6616cb25cbd88c64d8f4236e5f5ba109ef39242aea5637ce9"}
{"item_id": "HLV-1K_1004", "benchmark": "HLV-1K", "question": "In which order do the events occur in the video from 1978.0 to 2002.0 seconds?", "options": ["A woman stands near a large projector screen displaying an image of a lemur or a monkey eating a piece of celery with the word 'Questions?' at the top.", "The woman, dressed in dark and professional attire, is giving a presentation or talk.", "The room lighting is standard for indoor conditions, and a speaker is visible on the wall.", "The environment suggests a focus on wildlife education or awareness."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "time-order", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 2009.803175, "attack_pct": 0.9964986446366336, "license": "MIT", "selection_order": 5488, "video": "videos/a86028c2c15ac138b5b85899948af6b9328c6b774f714a1ab7c1559852afb0c5.mp4", "video_id": "a86028c2c15ac138b5b85899948af6b9328c6b774f714a1ab7c1559852afb0c5"}
{"item_id": "S-EMBER_5700", "benchmark": "S-EMBER", "question": "How many connected sheets did I grab from the paper roll?", "options": ["You grabbed three connected sheets from the paper roll.", "You grabbed one sheet from the paper roll.", "You grabbed five connected sheets from the paper roll.", "You grabbed four connected sheets from the paper roll.", "You grabbed two connected sheets from the paper roll."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.9688024396540597, "license": "CC-BY-NC-4.0", "selection_order": 5494, "video": "videos/20ff20701b7ccaca22f9fa63ad1142a7a84f4228a844cd94a5c6b28154eb3e85.mp4", "video_id": "20ff20701b7ccaca22f9fa63ad1142a7a84f4228a844cd94a5c6b28154eb3e85"}
{"item_id": "V2P-Bench_149", "benchmark": "V2P-Bench", "question": "Which animal's picture does the moman highlighted by the scribble show to the audience?", "options": ["The dog's pictures", "The cat's picture", "The pig's pictures", "The sheep's picture"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "17", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2446.7443, "attack_pct": 0.7588744029947077, "license": "CC-BY-NC-4.0", "selection_order": 5495, "video": "videos/425ec719df5b7b5472563eea57370e1c159f047cb872c36cb7dd48ff5afb01e7.mp4", "video_id": "425ec719df5b7b5472563eea57370e1c159f047cb872c36cb7dd48ff5afb01e7"}
{"item_id": "StreamingBench_605", "benchmark": "StreamingBench", "question": "How many times in total have movie clips been inserted during this person's explanation so far?", "options": ["1.", "3.", "4.", "0."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "Counting", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 931.445261, "attack_pct": 0.7283383890538273, "license": "unknown", "selection_order": 5501, "video": "videos/5d93211e5093674904532848551b3ef3c6b49bd35ac9129222e1e8b32e21e23f.mp4", "video_id": "5d93211e5093674904532848551b3ef3c6b49bd35ac9129222e1e8b32e21e23f"}
{"item_id": "OVO-S-Bench_22", "benchmark": "OVO-S-Bench", "question": "(Question asked at 622.0 s into the video; 'current' refers to that moment.) In the current view, which is taller: the lamp on the left or the lamp on the right?", "options": ["They are approximately the same height.", "The right floor lamp is taller.", "The left floor lamp is taller."], "answer": "A", "answer_idx": 0, "n_options": 3, "chance": 0.333333, "capability": "spatial", "task_class": "1.1.2", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 2273.987696, "attack_pct": 0.6133583967987608, "license": "unknown", "selection_order": 5502, "video": "videos/c1785ec9dd06c5c138181ca3c7dc495d59a8b4e549d00e922f5f7fbf91bdc56d.mp4", "video_id": "c1785ec9dd06c5c138181ca3c7dc495d59a8b4e549d00e922f5f7fbf91bdc56d"}
{"item_id": "Video-MME-v2_2696", "benchmark": "Video-MME-v2", "question": "How does the speed of Flash change from the moment it starts moving?", "options": ["Speed ​​fluctuates wildly without any pattern.", "Accelerate rapidly, then maintain that high speed until the finish line.", "Maintain a constant speed from the start until the finish line with minimal variation.", "Accelerate slowly, then maintain high speed, and finally decelerate slowly until the finish line.", "Accelerate, then decelerate, then accelerate again, and finally maintain a constant speed until the finish line.", "Accelerate rapidly, then decelerate to a standstill, then accelerate in the opposite direction.", "Continue moving at a very low speed until the finish line.", "Start quickly and climb the hill, then continuously decelerate until reaching the highest point."], "answer": "F", "answer_idx": 5, "n_options": 8, "chance": 0.125, "capability": "temporal", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 1176.531882, "attack_pct": 0.3800906802633277, "license": "MIT", "selection_order": 5508, "video": "videos/1b798bc3dac4e099705a902cfe00228a74514971b04e9bc46ef33cbc1dd43f9b.mp4", "video_id": "1b798bc3dac4e099705a902cfe00228a74514971b04e9bc46ef33cbc1dd43f9b"}
{"item_id": "ScaleLong_990", "benchmark": "ScaleLong", "question": "How many models appear in the video?", "options": ["6", "8", "15", "11"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "Video Event", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 4004.72, "attack_pct": 0.9115141345036788, "license": "unknown", "selection_order": 5509, "video": "videos/0bd1d0c62bd2344db47ba7dcdb572405350299edc502da0413e36151c34c8026.mp4", "video_id": "0bd1d0c62bd2344db47ba7dcdb572405350299edc502da0413e36151c34c8026"}
{"item_id": "S-EMBER_2415", "benchmark": "S-EMBER", "question": "How do I get to the tallest lit-up Christmas trees from here?\"", "options": ["Go down the escalator and walk straight ahead, passing the Boba Tea Company and the large pillar.", "Walk straight ahead down the main pathway and you will see the Christmas trees on your left.", "Stand up and walk to the left until you reach the middle section with the Christmas trees.", "Go straight ahead through the mall corridor and turn left at the escalator to find the trees.", "Head straight down the mall corridor past the stores to find the trees near the food court."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "spatial_aware_reasoning", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.1811830385955853, "license": "CC-BY-NC-4.0", "selection_order": 5515, "video": "videos/ebf99f34c6dc2d586d276632bbfe1c9bbd5546da6a647e25b5a91fbc9281764b.mp4", "video_id": "ebf99f34c6dc2d586d276632bbfe1c9bbd5546da6a647e25b5a91fbc9281764b"}
{"item_id": "HLV-1K_4816", "benchmark": "HLV-1K", "question": "During the video segment from 4125.0 to 4149.0 seconds, does the camera focus more on the individuals in the upper portion or the animated control room in the bottom portion?", "options": ["The camera focuses more on the individuals in the upper portion.", "The camera focuses more on the animated control room in the bottom portion.", "The camera equally focuses on both the individuals and the animated control room.", "The camera does not focus on either the individuals or the animated control room."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "camera-direction", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 4534.067664, "attack_pct": 0.3252065315606041, "license": "MIT", "selection_order": 5516, "video": "videos/1db89a827a5760ce09f003b0845b8507ca6911b2c5b0e498c14318af96c14f59.mp4", "video_id": "1db89a827a5760ce09f003b0845b8507ca6911b2c5b0e498c14318af96c14f59"}
{"item_id": "S-EMBER_6017", "benchmark": "S-EMBER", "question": "How do I get to the soda machine?", "options": ["Turn left from the table, walk around the empty table, and look in the corner near the windows.", "Head toward the entrance and look to the right of the glass doors by the checkered wall.", "Walk straight past the counter and seating area; the soda machine is against the back wall.", "Walk straight towards the counter at the back of the restaurant to find it on the left.", "Walk to the left side of the restaurant and look for it right near the main entrance."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "spatial_aware_reasoning", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.6007890151026204, "license": "CC-BY-NC-4.0", "selection_order": 5522, "video": "videos/71a47e5a8e92473dd08fafa423f28022d1ceb2051e37b69399ebd50e7f0fa545.mp4", "video_id": "71a47e5a8e92473dd08fafa423f28022d1ceb2051e37b69399ebd50e7f0fa545"}
{"item_id": "Video-MME-v2_512", "benchmark": "Video-MME-v2", "question": "Based on what you learned from the video, when you want to paint the first apple shown in the video, following the steps for color mixing, when you want to mix a color slightly warmer than the apple's base color, assuming you have the same basic colors as in the video, how many basic colors do you need to use?", "options": ["5.", "4.", "2.", "7.", "1.", "6.", "8.", "3."], "answer": "A", "answer_idx": 0, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 1040.393288, "attack_pct": 0.8976216599974184, "license": "MIT", "selection_order": 5529, "video": "videos/91e55c31f1621e4fa9b79985d3ba2111132b419bc2bdc8e6ebe4d29f0df4023d.mp4", "video_id": "91e55c31f1621e4fa9b79985d3ba2111132b419bc2bdc8e6ebe4d29f0df4023d"}
{"item_id": "Video-MME_2293", "benchmark": "Video-MME", "question": "What is the identity of the athlete in the video who committed fouls on all attempts except the first one?", "options": ["He is an athlete of the Chinese team.", "He is an athlete of the Jamaican team.", "He is a neutral individual athlete.", "It is not mentioned in the video."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Object Recognition", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 2141.088798, "attack_pct": 0.7396814896088808, "license": "unknown", "selection_order": 5530, "video": "videos/e235cf50edc90435c96dd0280ee4cee4e1b541dbfba0f4819610a31343d7f1b9.mp4", "video_id": "e235cf50edc90435c96dd0280ee4cee4e1b541dbfba0f4819610a31343d7f1b9"}
{"item_id": "LongVideoBench_943", "benchmark": "LongVideoBench", "question": "In a room, there is a person with short hair, dressed in black clothing and wearing a blue tie. Behind him, some lights are on the ceiling. After the subtitle mentions 'Heath also confirms his suspicion and reveals the traffic lights were hacked', which of the following items appears for the first time?", "options": ["snacks", "fan", "cup", "computer", "mobile phone"], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "T3O", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 1206.323084, "attack_pct": 0.9481008777591324, "license": "CC-BY-NC-SA-4.0", "selection_order": 5536, "video": "videos/26e65298b162981db8ef4b89d81cac5624bb2bc11ab8c66b04b7b40b9b2a76e2.mp4", "video_id": "26e65298b162981db8ef4b89d81cac5624bb2bc11ab8c66b04b7b40b9b2a76e2"}
{"item_id": "Video-MME_1991", "benchmark": "Video-MME", "question": "What is the view held by the female witness present in the first case in the video?", "options": ["She testifies that the man is the girl's biological father.", "She suspects the boy is not the man's biological child.", "She testifies that the man is the boy's biological father.", "She suspects the girl is not the man's biological child."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Object Reasoning", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 1976.34322, "attack_pct": 0.6890005808700141, "license": "unknown", "selection_order": 5537, "video": "videos/d9fcde8c1a42a18ea41dfb52339f6b285c32cbf25247d0c4a234cbcc0ce3ce7d.mp4", "video_id": "d9fcde8c1a42a18ea41dfb52339f6b285c32cbf25247d0c4a234cbcc0ce3ce7d"}
{"item_id": "Video-MME-v2_3042", "benchmark": "Video-MME-v2", "question": "In the video, snowflake ornaments are displayed on shelves in a Christmas-themed shop, along with three bags placed together. Which of the following descriptions most accurately describes these bags?", "options": ["From left to right: a light beige bag printed with\"Candy Canes,\" a white bag printed with\"LET IT Snow,\" and a red bag printed with\"Merry Christmas.\"", "From left to right: a beige bag printed with\"Merry Christmas,\" a white bag printed with\"LET IT Snow,\" and a bag printed with green Christmas trees.", "From left to right: a light beige bag printed with\"Merry Christmas,\" a white bag printed with\"LET IT Snow,\" and a red bag printed with\"Candy Canes.\"", "From left to right: a red bag printed with\"Merry Christmas,\" a white bag printed with\"LET IT Snow,\" and a light beige bag printed with\"Candy Canes.\"", "From left to right: a light beige bag printed with\"Merry Christmas,\" a white bag printed with\"LET IT Snow,\" and a beige bag printed with\"Candy Canes.\"", "From left to right: a beige bag printed with\"Candy Canes,\" a white bag printed with\"LET IT Snow,\" and a light beige bag printed with\"Merry Christmas.\"", "From left to right: a beige bag printed with\"Candy Canes,\" a blue bag with a snowman and the text\"LET IT Snow,\" and a red bag printed with\"Merry Christmas.\"", "From left to right: a light beige bag printed with\"Candy Canes,\" a red bag printed with\"Merry Christmas,\" and a blue bag with a snowman and the text\"LET IT Snow.\""], "answer": "F", "answer_idx": 5, "n_options": 8, "chance": 0.125, "capability": "spatial", "task_class": "_none", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 625.754558, "attack_pct": 0.7753807925648638, "license": "MIT", "selection_order": 5543, "video": "videos/ac39b76fbd19cdb44443b11c496058b313fee56e94705dacee438aff2f1d969e.mp4", "video_id": "ac39b76fbd19cdb44443b11c496058b313fee56e94705dacee438aff2f1d969e"}
{"item_id": "HourVideo_1005", "benchmark": "HourVideo", "question": "What event immediately follows the camera wearer shaking their leg?", "options": ["Standing up", "Walking around the house", "Closing the book", "Organizing books on the shelf", "Picking books up from the floor"], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "perception/information_retrieval/sequence_recall", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 2030.243333, "attack_pct": 0.4796856847812056, "license": "Apache-2.0", "selection_order": 5544, "video": "videos/fc731a800c43e6178d5f85f9feece6037020fbdaa2602452b30a5f5e39a8fe72.mp4", "video_id": "fc731a800c43e6178d5f85f9feece6037020fbdaa2602452b30a5f5e39a8fe72"}
{"item_id": "VideoKR_623", "benchmark": "VideoKR", "question": "In the circuit shown at 0:28, the leftmost voltage source is ______(1) volts, the current I_3 equals ______(2) amperes, and the resistance connected between VA and ground is ______(3) ohms.", "options": ["2, 0.096, 2", "3, 0.654, 3", "2, 0.654, 2", "3, 0.7, 3", "3, 0.096, 3", "2, 0.096, 3", "3, 0.096, 2", "2, 0.7, 2", "3, 0.644, 3", "2, 0.644, 2"], "answer": "E", "answer_idx": 4, "n_options": 10, "chance": 0.1, "capability": "knowledge", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 645.7, "attack_pct": 0.9829772815283336, "license": "Apache-2.0", "selection_order": 5550, "video": "videos/adc14000c441c97a42a849a8bfe33bc7cdd7fa5d7649ad1abc029a3533d4d1bb.mp4", "video_id": "adc14000c441c97a42a849a8bfe33bc7cdd7fa5d7649ad1abc029a3533d4d1bb"}
{"item_id": "Video-MME_2423", "benchmark": "Video-MME", "question": "In the latter part of the video, why is Brian Quinn, a man wearing a baseball cap, booed by the audience at the band's live performance?", "options": ["Because the audience was angry about being pranked by Brian Quinn.", "Because Brian Quinn lost the funds raised by the audience for the band.", "Because Brian Quinn intentionally interrupted the band's performance.", "Because Brian Quinn charged the audience at a free performance."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Action Reasoning", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 2100.709297, "attack_pct": 0.9661562540338196, "license": "unknown", "selection_order": 5551, "video": "videos/ec22b664218d0a25f813942e2d20b67df365d90cecd008d4d0713b32f4813043.mp4", "video_id": "ec22b664218d0a25f813942e2d20b67df365d90cecd008d4d0713b32f4813043"}
{"item_id": "Video-MME-v2_2074", "benchmark": "Video-MME-v2", "question": "In the video, there is a house for sale, what is the specific price?", "options": ["500,000 EUR.", "899,500 RMB.", "In the video, the house for sale is priced at $428,000.", "899,500 USD.", "899,399 EUR.", "899,399 USD.", "499,500 EUR.", "125,900 EUR."], "answer": "G", "answer_idx": 6, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 1170.053515, "attack_pct": 0.384648896346973, "license": "MIT", "selection_order": 5557, "video": "videos/321c3a7b56adcde602c29b915e62149d210d209dd0da2d6846dc9b972106d2ed.mp4", "video_id": "321c3a7b56adcde602c29b915e62149d210d209dd0da2d6846dc9b972106d2ed"}
{"item_id": "2657", "benchmark": "LVBench", "question": "Why can't the vlogger close her mouth at 28:00?", "options": ["Because the food is so delicious", "Because the food tastes weird", "Because the food is so hard", "Because her jaw is dislocated"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "reasoning", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2518.738141, "attack_pct": 0.3548470375629275, "license": "CC-BY-NC-SA-4.0", "selection_order": 5558, "video": "videos/02f09f97eac4ea556cde80ab05a3ecee06bfe66c1264fd48f31c8f8f34de6dd7.mp4", "video_id": "02f09f97eac4ea556cde80ab05a3ecee06bfe66c1264fd48f31c8f8f34de6dd7"}
{"item_id": "S-EMBER_1548", "benchmark": "S-EMBER", "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, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "location_trace", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1200.0, "attack_pct": 0.1834500451787789, "license": "CC-BY-NC-4.0", "selection_order": 5564, "video": "videos/95d2bd99d0f2aea8742dbd58e729549cbe39fd77dc88555dcd059ccb3c1fdd85.mp4", "video_id": "95d2bd99d0f2aea8742dbd58e729549cbe39fd77dc88555dcd059ccb3c1fdd85"}
{"item_id": "VSI-Super-Wild_33", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] Here are 4 frames captured at different moments in the video. Each frame is shown from a slightly rotated viewpoint (30-60 degrees). Choose the option listing the frames by capture time, from first to last.", "options": ["Frame 4 → Frame 2 → Frame 1 → Frame 3", "Frame 3 → Frame 4 → Frame 1 → Frame 2", "Frame 3 → Frame 2 → Frame 4 → Frame 1", "Frame 1 → Frame 3 → Frame 2 → Frame 4"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VPO", "scene_type": "other", "duration_group": ">30min", "duration_s": 9132.3232, "attack_pct": 0.894378469084807, "license": "unknown", "selection_order": 5565, "video": "videos/43564caac6a8e0173a8e4c88f60a56b8f0b8cb5c800619ae1ad8466c12c53862.mp4", "video_id": "43564caac6a8e0173a8e4c88f60a56b8f0b8cb5c800619ae1ad8466c12c53862"}
{"item_id": "validation_Energy_and_Power_3:Adaptation", "benchmark": "VideoMMMU", "question": "An open water jet exits from a nozzle into sea-level air, as shown, and strikes a stagnation tube. If the centerline pressure at section (1) is 110 kPa and losses are neglected, estimate the mass flow in kg/s. <image 1>", "options": ["6.30 kg/s", "3.75 kg/s", "4.00 kg/s", "1.47 kg/s", "2.58 kg/s", "4.89 kg/s", "4.19 kg/s", "5.25 kg/s", "0.04 kg/s"], "answer": "H", "answer_idx": 7, "n_options": 9, "chance": 0.111111, "capability": "knowledge", "task_class": "Adaptation", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 842.88, "attack_pct": 0.7474344907706209, "license": "unknown", "selection_order": 5571, "video": "videos/09018c33b0cab855ac5082ff45dda00b5b0d68b40531608140affc470dcea649.mp4", "video_id": "09018c33b0cab855ac5082ff45dda00b5b0d68b40531608140affc470dcea649"}
{"item_id": "VideoOdyssey_1338", "benchmark": "VideoOdyssey", "question": "How many times did the video shooter go to the water fountain in total?", "options": ["1", "2", "3", "4"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "V/Counting", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 4229.677279, "attack_pct": 0.6822318316767781, "license": "CC-BY-NC-SA-4.0", "selection_order": 5572, "video": "videos/e57ed311350d2c4e0b65a3e8fb509cb8a0806e5e59f2a41f5bdf46382976c635.mp4", "video_id": "e57ed311350d2c4e0b65a3e8fb509cb8a0806e5e59f2a41f5bdf46382976c635"}
{"item_id": "VideoEval-Pro_1179", "benchmark": "VideoEval-Pro", "question": "What is the initial budget for each person at the start of the challenge?", "options": ["£71.", "£69.", "£207.", "£138."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2769.97805, "attack_pct": 0.8047308635600878, "license": "unknown", "selection_order": 5579, "video": "videos/c27efe2b31899559ea559e57f91c7515ddaea914edcc265ce036864e79fd7312.mp4", "video_id": "c27efe2b31899559ea559e57f91c7515ddaea914edcc265ce036864e79fd7312"}
{"item_id": "Video-MME-v2_903", "benchmark": "Video-MME-v2", "question": "What is the difference between the average price of the wicker and shell trays and the average tagged price of the large and small marble decorative bowls shown in the video?", "options": ["The former is $2.50 more than the latter.", "The former is $1.50 less than the latter.", "The former is $0.50 more than the latter.", "The former is $3.00 more than the latter.", "The former is $3.00 less than the latter.", "The price of the former is the same as the latter.", "The former is $2.50 less than the latter.", "The former is $0.50 less than the latter."], "answer": "H", "answer_idx": 7, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1024.487619, "attack_pct": 0.844326836194656, "license": "MIT", "selection_order": 5585, "video": "videos/eff1a29c0b357bba744776a0fd50abc65eb5418e28a32587fad7c247234c7ed5.mp4", "video_id": "eff1a29c0b357bba744776a0fd50abc65eb5418e28a32587fad7c247234c7ed5"}
{"item_id": "OVO-S-Bench_1229", "benchmark": "OVO-S-Bench", "question": "(Question asked at 129.0 s into the video; 'current' refers to that moment.) Compared with the last time you passed through this scene, are there any additional objects this time? If so, what are the extra objects?", "options": ["a candle", "Pikachu", "no additional objects", "a bouquet of roses"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "3.2.1", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 3303.0, "attack_pct": 0.2559700529237124, "license": "unknown", "selection_order": 5586, "video": "videos/259e11ab652b6c60ad4dd8b464d02a967bfdaefedaf46c45273e8312314f12e4.mp4", "video_id": "259e11ab652b6c60ad4dd8b464d02a967bfdaefedaf46c45273e8312314f12e4"}
{"item_id": "LongVideoBench_635", "benchmark": "LongVideoBench", "question": "The screen is divided into three parts: left, center, and right. The left side is all text, the center is a map, and the right side is a man in black clothing. After the man waves his hands to greet the camera, what does he do?", "options": ["Put on a hat", "Coughed", "Took a sip of water", "Tidied his clothes", "Picked up a book"], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "E3E", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 1508.0, "attack_pct": 0.8891909771524461, "license": "CC-BY-NC-SA-4.0", "selection_order": 5592, "video": "videos/a6a74937be3e48cc08c26983d3fc52b0de1216cf5f4a1af66294039b23d396bb.mp4", "video_id": "a6a74937be3e48cc08c26983d3fc52b0de1216cf5f4a1af66294039b23d396bb"}
{"item_id": "HLV-1K_6371", "benchmark": "HLV-1K", "question": "What is the label of the participant who has started screen sharing in the Zoom meeting at 7437.0 seconds?", "options": ["Franco Escamilla.", "Alfonso de Anda.", "La Diablo Squad.", "#LaMesaReñoñaEnVivo."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object understanding", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 9755.051247, "attack_pct": 0.5991270814508842, "license": "MIT", "selection_order": 5593, "video": "videos/cae9738eddf49f73f371baf8b17616a88f6ca23eedcbea880d6e857f93b27463.mp4", "video_id": "cae9738eddf49f73f371baf8b17616a88f6ca23eedcbea880d6e857f93b27463"}
{"item_id": "Video-MME-v2_1845", "benchmark": "Video-MME-v2", "question": "What does the recurring sea of fire in the video symbolize?", "options": ["It symbolizes the disaster itself-the video uses fire to depict calamity, emphasizing its destructive power, even if actual fires are not shown.", "It represents purification and rebirth-fire in the video is not a force of destruction but a ritualistic element that clears away the old order to usher in a new era.", "It symbolizes the character's inner anger and trauma-the recurring flames externalize their psychological state and are not directly tied to external disasters.", "It metaphorically represents the atomic bomb explosion.", "It symbolizes the spread and loss of control of information-fire represents the \"blazing\" diffusion of rumors or panic among people, unrelated to physical disasters.", "It metaphorically conveys the consequences of technological失控 (loss of control), with fire representing humanity's misuse of natural forces, emphasizing the lack of scientific ethics rather than the disaster itself.", "It suggests the spread of war-fire serves as a visual metaphor for military conflict, focusing on geopolitical implications rather than humanitarian crises.", "It symbolizes the disaster-the video repeatedly uses fire to represent catastrophe, highlighting its destructiveness; the disaster includes both actual fires and other forms of devastation, and also stands for a humanitarian crisis."], "answer": "D", "answer_idx": 3, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 882.961995, "attack_pct": 0.4722634568219956, "license": "MIT", "selection_order": 5599, "video": "videos/ed23074bdf6093d78f1e905827dee71f70d376f21432d111adf17d8d3dac84a0.mp4", "video_id": "ed23074bdf6093d78f1e905827dee71f70d376f21432d111adf17d8d3dac84a0"}
{"item_id": "LongVideoBench_734", "benchmark": "LongVideoBench", "question": "In the scene, there is a man wearing a military uniform, with yellow decorations on his shoulders, and a red shoulder strap. When the subtitle mentions 'in the challenging years that lay ahead,' what is the man's hairstyle?", "options": ["Bald", "Mediterranean", "Long hair", "Crew cut"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "T2A", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2560.72, "attack_pct": 0.891159481089454, "license": "CC-BY-NC-SA-4.0", "selection_order": 5600, "video": "videos/9898c89f61cb1413e0c4ce998e0148cf2ab1ee5ce9a1a148d6e595d0137dc5ea.mp4", "video_id": "9898c89f61cb1413e0c4ce998e0148cf2ab1ee5ce9a1a148d6e595d0137dc5ea"}
{"item_id": "S-EMBER_5713", "benchmark": "S-EMBER", "question": "How many additional black clips have I added to this socket holder?", "options": ["You added 10 additional black clips to the socket holder.", "You have added three additional black clips to the socket holder.", "You have added 5 additional black clips to this socket holder.", "You added 20 black clips to the socket holder.", "You have added two additional black clips to the socket holder."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 602.166667, "attack_pct": 0.1834500451787789, "license": "CC-BY-NC-4.0", "selection_order": 5606, "video": "videos/3fa14c0105581bf5bf701190f070c7b7ec885bc8b67273f77bb74bf94edbaf5f.mp4", "video_id": "3fa14c0105581bf5bf701190f070c7b7ec885bc8b67273f77bb74bf94edbaf5f"}
{"item_id": "VSI-Super-Wild_177", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] At the indicated moment in this clip, which direction is the camera/person moving? (forward = the direction the camera is facing)", "options": ["backward", "forward", "right", "left"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VMR", "scene_type": "other", "duration_group": ">30min", "duration_s": 7544.2367, "attack_pct": 0.9037449980637666, "license": "unknown", "selection_order": 5607, "video": "videos/64296cc6474719dea5817c8cc3763904bb4064286cb33a0a94f7df3db900efbf.mp4", "video_id": "64296cc6474719dea5817c8cc3763904bb4064286cb33a0a94f7df3db900efbf"}
{"item_id": "S-EMBER_4477", "benchmark": "S-EMBER", "question": "How many times have I dipped my brush in the green paint?", "options": ["You dipped your brush in the green paint 6 times.", "You dipped your brush in the green paint exactly three times.", "You dipped your brush into the green paint two times.", "You dipped your brush into the green paint about five times.", "You have dipped your brush in the green paint 8 times."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 600.25, "attack_pct": 0.3858671098489738, "license": "CC-BY-NC-4.0", "selection_order": 5613, "video": "videos/13a54df7eb38a383d94ed1dc627071aa26420708f3230d16b167088bc30aa089.mp4", "video_id": "13a54df7eb38a383d94ed1dc627071aa26420708f3230d16b167088bc30aa089"}
{"item_id": "4050", "benchmark": "LVBench", "question": "At 32:20 in the video, what method is the man in white starting to use to strike the opponent?", "options": ["He starts using head to strike the opponent's head", "He starts using his right hand to strike the opponent's head", "He starts using legs to strike the opponent's head", "He starts using both hands to strike the opponent's head"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "event understanding", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 2737.841633, "attack_pct": 0.5559329417839164, "license": "CC-BY-NC-SA-4.0", "selection_order": 5614, "video": "videos/80824aebbadb0f08f6edf3ac48c81c96f271ee89fb9fdaf485bce447502b14ee.mp4", "video_id": "80824aebbadb0f08f6edf3ac48c81c96f271ee89fb9fdaf485bce447502b14ee"}
{"item_id": "LongVideoBench_461", "benchmark": "LongVideoBench", "question": "The white window frame holds a transparent glass that reflects the snowy landscape outside. In front of the window, there are porcelain items, a red candle, and a white candle. A person walks in from the right side of the screen. When the shot changes to a woman wearing a green linen dress facing the mirror, what change occurs to the red candle on the left side of the woman?", "options": ["The red candle becomes longer", "The red candle turns black", "The red candle is burned out", "The red candle is ignited", "The red candle burns down and becomes shorter"], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "SAA", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 1460.584125, "attack_pct": 0.9547566800051632, "license": "CC-BY-NC-SA-4.0", "selection_order": 5620, "video": "videos/d166cf64df6fbcd2f0e6bb1c6ba317fabf7a2471aba8fb6dbffed9e50387c85a.mp4", "video_id": "d166cf64df6fbcd2f0e6bb1c6ba317fabf7a2471aba8fb6dbffed9e50387c85a"}
{"item_id": "VideoOdyssey_2542", "benchmark": "VideoOdyssey", "question": "What prompts Senna and her roommates to start sharing their personal secrets before Senna goes to meet Paris for dance practice?", "options": ["An unexpected emotional conflict pushes them to open up to each other.", "They need to share their secrets in order to cast a spell together.", "Senna decides to confess first, which encourages the others to follow.", "A magical reaction starts before anyone speaks, forcing them to explain themselves."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "AV/Action Recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 4933.288345, "attack_pct": 0.1984961920743513, "license": "CC-BY-NC-SA-4.0", "selection_order": 5621, "video": "videos/d4dd81e0144354d5540c122fdc40ce3117270dd2e89ac54c2c605b9935cb9cce.mp4", "video_id": "d4dd81e0144354d5540c122fdc40ce3117270dd2e89ac54c2c605b9935cb9cce"}
{"item_id": "Video-MME-v2_1303", "benchmark": "Video-MME-v2", "question": "How much higher or lower is the price of SAN FRANCISCO BAY HAZELNUT CREAM COFFEE 3 POUNDS compared to the average price of the two KIRKLAND SIGNATURE tomato products (ORGANIC TOMATO SAUCE and ORGANIC TOMATO PASTE)?", "options": ["The price of SAN FRANCISCO BAY HAZELNUT CREAM COFFEE is $10.85 higher than the average price of the two KIRKLAND SIGNATURE tomato products.", "The price of SAN FRANCISCO BAY HAZELNUT CREAM COFFEE is $12.00 lower than the average price of the two KIRKLAND SIGNATURE tomato products.", "The price of SAN FRANCISCO BAY HAZELNUT CREAM COFFEE is $10.99 higher than the average price of the two KIRKLAND SIGNATURE tomato products.", "The price of SAN FRANCISCO BAY HAZELNUT CREAM COFFEE is $11.30 lower than the average price of the two KIRKLAND SIGNATURE tomato products.", "The price of SAN FRANCISCO BAY HAZELNUT CREAM COFFEE is $10.85 lower than the average price of the two KIRKLAND SIGNATURE tomato products.", "The price of SAN FRANCISCO BAY HAZELNUT CREAM COFFEE is $11.30 higher than the average price of the two KIRKLAND SIGNATURE tomato products.", "The price of SAN FRANCISCO BAY HAZELNUT CREAM COFFEE is $12.60 higher than the average price of the two KIRKLAND SIGNATURE tomato products.", "The price of SAN FRANCISCO BAY HAZELNUT CREAM COFFEE is $11.60 higher than the average price of the two KIRKLAND SIGNATURE tomato products."], "answer": "F", "answer_idx": 5, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1002.359002, "attack_pct": 0.8862059506905899, "license": "MIT", "selection_order": 5627, "video": "videos/c72d993d6be21793b1a647fe7dd3a661699fa29596650bf89ef7ef0ff17f1af3.mp4", "video_id": "c72d993d6be21793b1a647fe7dd3a661699fa29596650bf89ef7ef0ff17f1af3"}
{"item_id": "HourVideo_759", "benchmark": "HourVideo", "question": "Which activity took longer, preparing chickpeas in the kitchen or arranging the bed in the bedroom?", "options": ["Preparing chickpeas took three times as long as arranging the bed", "Arranging the bed in the bedroom took longer", "Both activities took the same amount of time", "Preparing chickpeas in the kitchen took longer", "Arranging the bed took half the time compared to preparing chickpeas"], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "reasoning/temporal/duration", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 2304.354362, "attack_pct": 0.5471311475409836, "license": "Apache-2.0", "selection_order": 5628, "video": "videos/dfc5196174163defc6201b6a4734473cf129a093bf46e47b1364d93ddaa4a8d7.mp4", "video_id": "dfc5196174163defc6201b6a4734473cf129a093bf46e47b1364d93ddaa4a8d7"}
{"item_id": "StreamingBench_1374", "benchmark": "StreamingBench", "question": "What might the speaker discuss next?", "options": ["The example can not use distributive property.", "The commutative property of addition.", "The identity property of multiplication.", "The distributive property of subtraction."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Prospective Reasoning", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 606.040816, "attack_pct": 0.9418403898283206, "license": "unknown", "selection_order": 5634, "video": "videos/ee4060f9091db5f3e9da83b860f9f03b6b7e1d3ee6dde58e50f9b8320b02b0ef.mp4", "video_id": "ee4060f9091db5f3e9da83b860f9f03b6b7e1d3ee6dde58e50f9b8320b02b0ef"}
{"item_id": "Video-MME_2044", "benchmark": "Video-MME", "question": "Which phone characteristic and model pairing is incorrect from the following options?", "options": ["S Voice, S3.", "Head tracking, S4.", "Bixby, S5.", "Fully glass back, S6."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Object Reasoning", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 2628.800726, "attack_pct": 0.9743207047889506, "license": "unknown", "selection_order": 5635, "video": "videos/071f87a48d781afb90cc2e4c2f35d2c34d5a9057caa2173a833746134813ff83.mp4", "video_id": "071f87a48d781afb90cc2e4c2f35d2c34d5a9057caa2173a833746134813ff83"}
{"item_id": "Video-MME-v2_1529", "benchmark": "Video-MME-v2", "question": "Why did the father insist the boy close the gate?", "options": ["To teach the child that true strength lies not in lacking emotions, but in not being enslaved by them.", "By completing this task, the father subconsciously helped him rebuild a sense of minor control and responsibility.", "To secretly take away the boy's weapon.", "Because going out would take a long time, leaving the gate open might allow intruders to enter.", "To teach him: If even a small task like closing the door is neglected due to emotion, how could he possibly control the overwhelming urge to harm someone with a knife?", "To teach the child not to overlook every small thing around him.", "To establish a relationship of obedience.", "The father wanted to teach the child not to avoid problems, leaving the door open as he walked away, as if leaving a mess behind."], "answer": "C", "answer_idx": 2, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 665.55356, "attack_pct": 0.483509745708016, "license": "MIT", "selection_order": 5641, "video": "videos/7d909ebef64776b1e408d4cb2c7973d1fb3380dbc2890eb82a618ca372d0bd7f.mp4", "video_id": "7d909ebef64776b1e408d4cb2c7973d1fb3380dbc2890eb82a618ca372d0bd7f"}
{"item_id": "ScaleLong_1133", "benchmark": "ScaleLong", "question": "What is Biden's number on the soccer team?", "options": ["30", "20", "45", "21"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Video Shot", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 6796.055933, "attack_pct": 0.5083742093713696, "license": "unknown", "selection_order": 5642, "video": "videos/55d6be2add661c7f150cf12d26e3b9ab0a4242ed43d633ea84e368a85ae2dbb7.mp4", "video_id": "55d6be2add661c7f150cf12d26e3b9ab0a4242ed43d633ea84e368a85ae2dbb7"}
{"item_id": "S-EMBER_3087", "benchmark": "S-EMBER", "question": "Aside from Batzarro, what other character names did I see as I thumbed through the last batch of cards?", "options": ["Gypsy, Harley Quinn, and Leslie \"Rocky\" Davis.", "Gypsy, Captain Cold, and Black Manta.", "Phantom Girl and Mantis.", "Gypsy, Harley Quinn, and Aquaman.", "Professor Ivo and Mento."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "visual_detail_recall", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.1842648767264747, "license": "CC-BY-NC-4.0", "selection_order": 5648, "video": "videos/88db359e4a9ca45b99a2b49a979792f365e22e9b0522fed00713c6a599f4e31e.mp4", "video_id": "88db359e4a9ca45b99a2b49a979792f365e22e9b0522fed00713c6a599f4e31e"}
{"item_id": "VSI-Super-Wild_3537", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] At the indicated moment in this clip, which direction is the camera/person moving? (forward = the direction the camera is facing)", "options": ["left", "right", "backward", "forward"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VMR", "scene_type": "other", "duration_group": ">30min", "duration_s": 2829.993833, "attack_pct": 0.9069317155027752, "license": "unknown", "selection_order": 5649, "video": "videos/17887608b1c0d374f1b0e740242754fe7d1afc124f04f5f581fe7df421bf5d8b.mp4", "video_id": "17887608b1c0d374f1b0e740242754fe7d1afc124f04f5f581fe7df421bf5d8b"}
{"item_id": "Video-MME-v2_2167", "benchmark": "Video-MME-v2", "question": "How should the two technologies mentioned in the video be optimized to maintain high accuracy and low cost when processing large-scale enterprise data?", "options": ["Enterprises should leverage a hierarchical indexing strategy that partitions data by department and security clearance, coupled with an LLM-based query expansion technique to bridge the semantic gap between user queries and technical documentation, ensuring high-fidelity retrieval.", "The system should deploy an intelligent agentic workflow with \"Self-RAG\" capabilities, where the model critiques its own retrieved documents for relevance before generation, complemented by an automated data cleaning pipeline that removes PII and redundant information to reduce token consumption.", "Optimization should focus on an orchestrated multi-agent framework where specialized sub-agents handle data pre-processing and validation, using a \"mixture-of-experts\" (MoE) model architecture to route simple queries to lower-cost models and complex reasoning to high-performance frontier models.", "The architecture should transition to a GraphRAG framework, utilizing Knowledge Graphs to capture complex entity relationships within enterprise data, and employ a hybrid search strategy that combines BM25 keyword matching with dense vector retrieval to ensure maximum recall and precision at scale.", "Organizations should prioritize end-to-end Supervised Fine-Tuning (SFT) using domain-specific datasets combined with Parameter-Efficient Fine-Tuning (PEFT) like LoRA to reduce GPU overhead, while implementing a multi-layer semantic cache to minimize redundant LLM API calls and drastically lower operational costs.", "Data ingestion should use tools like Docling for multi-format document conversion and information enrichment, and during the online retrieval phase, context engineering techniques should be applied to streamline and optimize the RAG context provided to the large language model (LLM), thereby improving the efficiency and accuracy of the Agent.", "For large-scale processing, a distributed data pipeline powered by Apache Spark should be integrated with a serverless vector database that supports auto-scaling and tiered storage, allowing for dynamic resource allocation based on query volume to optimize the cost-to-performance ratio.", "Accuracy should be maintained by implementing a multi-stage re-ranking pipeline (Cross-Encoders) following initial retrieval, while cost is managed through model quantization (INT8/FP4) and the use of smaller, specialized 7B parameter models optimized for specific enterprise tasks."], "answer": "F", "answer_idx": 5, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 600.189388, "attack_pct": 0.9370562798502646, "license": "MIT", "selection_order": 5655, "video": "videos/3d240cd6f40c447225ae4b8802ce685657f71d700c06eae019f1b17add8e6a54.mp4", "video_id": "3d240cd6f40c447225ae4b8802ce685657f71d700c06eae019f1b17add8e6a54"}
{"item_id": "ScaleLong_1375", "benchmark": "ScaleLong", "question": "What happened to the first ball kicked by the Red team's goalkeeper?", "options": ["It went directly into the opponent's goal quickly.", "It was intercepted by an opposing player.", "It was saved by the opposing team's goalkeeper.", "It went out of bounds quickly."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Shot", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 7118.12, "attack_pct": 0.4052859171292113, "license": "unknown", "selection_order": 5656, "video": "videos/80405c30c38966c811d8618d7a89b03108f4e35592e63ca192fb216bf0e1b9ab.mp4", "video_id": "80405c30c38966c811d8618d7a89b03108f4e35592e63ca192fb216bf0e1b9ab"}
{"item_id": "LongVideoBench_662", "benchmark": "LongVideoBench", "question": "In a room, there is a white piece of furniture in the back. Next to the furniture, there is a wooden object. On the right side, there are various bottles and tools on a table. On the left side, there is an easel. In the middle, there is a table with a palette containing black paint and a canvas. A man in a black T-shirt is standing in the middle, holding something while painting on the canvas. What is the man holding while painting?", "options": ["Black marker", "Rag", "Small brush", "Brush", "Black crayon"], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "E2O", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 1207.581367, "attack_pct": 0.991754872854008, "license": "CC-BY-NC-SA-4.0", "selection_order": 5662, "video": "videos/33e6b858f2f4a481ff307229bab873681b11b22ce177785a8f3e7bfddfe12c43.mp4", "video_id": "33e6b858f2f4a481ff307229bab873681b11b22ce177785a8f3e7bfddfe12c43"}
{"item_id": "Video-MME-v2_1236", "benchmark": "Video-MME-v2", "question": "According to the video, what is the price of a serving of peaches?", "options": ["9 dollars.", "7 dollars.", "4 dollars.", "2 dollars.", "1 dollar.", "2.5 dollars.", "3 dollars.", "5 dollars."], "answer": "G", "answer_idx": 6, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1110.471111, "attack_pct": 0.8891264360397573, "license": "MIT", "selection_order": 5669, "video": "videos/abbf0a3dc958add71d54aedc9170c3ec2196ac8787949d59bfd09fd11cc8c14f.mp4", "video_id": "abbf0a3dc958add71d54aedc9170c3ec2196ac8787949d59bfd09fd11cc8c14f"}
{"item_id": "OVO-S-Bench_1224", "benchmark": "OVO-S-Bench", "question": "(Question asked at 190.0 s into the video; 'current' refers to that moment.) Compared with the last time you passed through this scene, are there any additional objects this time? If so, what are the extra objects?", "options": ["Ultraman", "no additional objects", "a bouquet of roses", "a cup"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "3.2.1", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 1956.0, "attack_pct": 0.3021008132180199, "license": "unknown", "selection_order": 5670, "video": "videos/443c2002df235a26c57e1d133570fde488dbdc598a1791006afa302eeaf39c94.mp4", "video_id": "443c2002df235a26c57e1d133570fde488dbdc598a1791006afa302eeaf39c94"}
{"item_id": "VideoKR_591", "benchmark": "VideoKR", "question": "Referring to Question 5 in the video, if the ambient atmospheric pressure is increased to 104.5 kPa (instead of 101.3 kPa), what would be the new absolute pressure at the bottom of the container? (Keep all other original conditions unchanged)", "options": ["307.1 kPa", "309.1 kPa", "310.3 kPa", "306.8 kPa", "311.5 kPa", "308.2 kPa", "305.9 kPa", "312.4 kPa", "313.7 kPa", "304.8CkPa"], "answer": "C", "answer_idx": 2, "n_options": 10, "chance": 0.1, "capability": "knowledge", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 811.64, "attack_pct": 0.9831951077836582, "license": "Apache-2.0", "selection_order": 5676, "video": "videos/39cbb4215cb1f81fb64426c8cfee01fd32fa9080d5fc56fec3c97b4a705cdf9e.mp4", "video_id": "39cbb4215cb1f81fb64426c8cfee01fd32fa9080d5fc56fec3c97b4a705cdf9e"}
{"item_id": "HLV-1K_760", "benchmark": "HLV-1K", "question": "What happens after the scene showing the Dalaman Domestic & International Terminal?", "options": ["An aerial view of a serene coastal area with lush, green islands.", "A close-up of a directional sign indicating a bank.", "A bustling marina scene set at a lively dock area.", "An indoor setting viewed from inside a vehicle, possibly a moving bus or train."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal-relationship", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 2713.80898, "attack_pct": 0.6041128824060927, "license": "MIT", "selection_order": 5677, "video": "videos/22c01d8de4caadfd0e21db32bf68e7120a44c34032c605875661340784202a12.mp4", "video_id": "22c01d8de4caadfd0e21db32bf68e7120a44c34032c605875661340784202a12"}
{"item_id": "Video-MME-v2_2655", "benchmark": "Video-MME-v2", "question": "At the end of the video, after the plane crash, the protagonist is sitting in the cab of a truck. Does the atmosphere in the video match the atmosphere in the audio?", "options": ["Consistent. Both the scene and the dialogue continue the tense and panicked atmosphere brought about by the previous plane crash.", "Inconsistent. The scene portrays mundane daily life, but the dialogue is a heated argument.", "Consistent. Both the scene and the dialogue are filled with an atmosphere of sadness and despair.", "Consistent. The scene shows two people fighting in a truck, and the dialogue is also a heated argument.", "Consistent. The scene depicts an ordinary parking lot and a truck, and the dialogue is everyday conversation.", "Consistent. The two people in the truck are both sad, and the dialogue discusses the plane crash.", "Inconsistent. The scene shows two people fighting in a truck, but the background noise is calm.", "Consistent. The dialogue is lighthearted, but the scene shows a truck driving dangerously on a highway."], "answer": "E", "answer_idx": 4, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 806.127166, "attack_pct": 0.4959339099006067, "license": "MIT", "selection_order": 5683, "video": "videos/328f2dd9587fa94c93c9682707f0d9ea35e306b298fdf1ea3ccb0ba14eebfbd5.mp4", "video_id": "328f2dd9587fa94c93c9682707f0d9ea35e306b298fdf1ea3ccb0ba14eebfbd5"}
{"item_id": "V2P-Bench_69", "benchmark": "V2P-Bench", "question": "Who is the man pointed to by the arrow?", "options": ["Ma Huateng", "Jack Ma", "Li Kaifu", "Robin Li"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "17", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 6856.482967, "attack_pct": 0.697390925519556, "license": "CC-BY-NC-4.0", "selection_order": 5684, "video": "videos/46a4742f00f9cd9439748939c16ccb84ca2b2e35f7fba0be49609024bd2b6762.mp4", "video_id": "46a4742f00f9cd9439748939c16ccb84ca2b2e35f7fba0be49609024bd2b6762"}
{"item_id": "S-EMBER_188", "benchmark": "S-EMBER", "question": "What brand of running shoe is the woman wearing?", "options": ["The woman is wearing Nike running shoes.", "The woman is wearing Adidas running shoes.", "The woman is wearing New Balance running shoes.", "The woman is not wearing any running shoes.", "The brand of the running shoe is not visible."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "visual_detail_recall", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.1850958435523428, "license": "CC-BY-NC-4.0", "selection_order": 5690, "video": "videos/91f010f2c1423c4fae1486b509fec7380c2cb0fddf3a724cba5114c7392c8821.mp4", "video_id": "91f010f2c1423c4fae1486b509fec7380c2cb0fddf3a724cba5114c7392c8821"}
{"item_id": "VSI-Super-Wild_3019", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] At the indicated moment in this clip, which direction is the camera/person moving? (forward = the direction the camera is facing)", "options": ["left", "right", "forward", "backward"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VMR", "scene_type": "other", "duration_group": ">30min", "duration_s": 2281.641555, "attack_pct": 0.9077384794113852, "license": "unknown", "selection_order": 5691, "video": "videos/db7a9c555956518e249ee363094e978728f185514793353d6fbf14e32ef47731.mp4", "video_id": "db7a9c555956518e249ee363094e978728f185514793353d6fbf14e32ef47731"}
{"item_id": "validation_Architecture_and_Engineering_12:Comprehension", "benchmark": "VideoMMMU", "question": "If the preliminary correction for T140 is changed to +14\" (instead of +06\") and using the given orientated forward direction , calculate the final direction for T140.", "options": ["95\\degree54'09\"", "95\\degree54'03\"", "95\\degree53'49\"", "95\\degree54'11\"", "95\\degree53'57\"", "95\\degree54'20\"", "95\\degree54'06\"", "95\\degree53'43\"", "95\\degree54'17\"", "95\\degree54'23\""], "answer": "I", "answer_idx": 8, "n_options": 10, "chance": 0.1, "capability": "knowledge", "task_class": "Comprehension", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 721.76, "attack_pct": 0.7525816445075513, "license": "unknown", "selection_order": 5697, "video": "videos/850b863ff2aed7ee081adbed22d6944e2cae4d5f0f1895ebc2b70bd09c60417a.mp4", "video_id": "850b863ff2aed7ee081adbed22d6944e2cae4d5f0f1895ebc2b70bd09c60417a"}
{"item_id": "V2P-Bench_967", "benchmark": "V2P-Bench", "question": "What does the man labeled 1 achieve in his debut practice game in Las Vegas?", "options": ["Breaking the three-point record.", "Hit the shutout ball.", "Pull down a lot of rebounds.", "Giving away a fatal cap to the opponent."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "1", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 3054.236735, "attack_pct": 0.8654237124048019, "license": "CC-BY-NC-4.0", "selection_order": 5698, "video": "videos/23f8ff24e65ed6ba253d9a973c2a3ec07b4265e604c81fea339ce827d4142e5b.mp4", "video_id": "23f8ff24e65ed6ba253d9a973c2a3ec07b4265e604c81fea339ce827d4142e5b"}
{"item_id": "Video-MME-v2_1921", "benchmark": "Video-MME-v2", "question": "During the battle scenes, how do the background music and the visuals correspond to each other?", "options": ["The background music is monotonous and low, primarily accompanying shots of battlefield ruins, emphasizing the oppressive weight of war.", "The music is fast and intense, with rapid cuts between explosions and soldiers charging into battle.", "The music occasionally swells dramatically, coinciding with scenes of commanders issuing orders.", "During the battle scenes, the fast-paced drumbeats of the background music synchronize with the intense striking actions, with both volume and tension escalating as the fight reaches its climax.", "Brief, light-hearted musical phrases accompany visuals of a supply unit successfully reaching the front lines.", "The background music is slow and mournful, accompanying visuals of wounded soldiers and fleeing civilians.", "Continuous deep, thunderous notes underscore the moment a weapons depot explodes on screen.", "During the battle, the music is rich and powerful, occasionally revealing brief cheerful motifs that contrast with the brutality of war-these uplifting notes hint at one side's impending victory."], "answer": "H", "answer_idx": 7, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 651.551927, "attack_pct": 0.518305473086356, "license": "MIT", "selection_order": 5704, "video": "videos/2e417f267f3c8d6ca1e072bae49f855b1408efbb64ed5621d54066223de620a4.mp4", "video_id": "2e417f267f3c8d6ca1e072bae49f855b1408efbb64ed5621d54066223de620a4"}
{"item_id": "HLV-1K_1256", "benchmark": "HLV-1K", "question": "Between the indoor and outdoor scenes from 1838.0 to 1914.0 seconds, which setting transitions more fluidly?", "options": ["Indoor scenes.", "Outdoor scenes.", "Both settings transition equally fluidly.", "Neither setting transitions fluidly."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "speed", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2390.610431, "attack_pct": 0.2232154382341551, "license": "MIT", "selection_order": 5705, "video": "videos/e0ea7c4a72fe5540590da9376e60bdb8cf275ff1766491aa1f7228ab76f650b1.mp4", "video_id": "e0ea7c4a72fe5540590da9376e60bdb8cf275ff1766491aa1f7228ab76f650b1"}
{"item_id": "Video-MME-v2_1230", "benchmark": "Video-MME-v2", "question": "What was the result of FaZe Rug's long-range shot attempt from the poolside?", "options": ["He only took one shot, and it missed without even touching the hoop.", "He only shot once, missed, but it hit the rim.", "He missed both his first and second shots.", "He only shot once, the ball hit the backboard but bounced out and didn't go in.", "He didn't shoot at all; he just handed the ball to Leah for her to try.", "The ball he shot went straight into the nearby swimming pool.", "He shot twice, both missed, and the ball didn't even touch the rim.", "He missed his first attempt, but succeeded on the very next try."], "answer": "G", "answer_idx": 6, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1197.8478, "attack_pct": 0.9008648509100295, "license": "MIT", "selection_order": 5711, "video": "videos/89cab7d9eca48bf43b5512349c8605a40b74f68a99527f0678e346fdaf832231.mp4", "video_id": "89cab7d9eca48bf43b5512349c8605a40b74f68a99527f0678e346fdaf832231"}
{"item_id": "HourVideo_629", "benchmark": "HourVideo", "question": "How many food-related items did the camera wearer organize in the freezer?", "options": ["Four", "Three", "One", "Five", "Two"], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "perception/information_retrieval/factual_recall", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 1800.0, "attack_pct": 0.6745917774622434, "license": "Apache-2.0", "selection_order": 5712, "video": "videos/fe738cbae5c5bf98a6b5d1886660dd74b7be800d3eeea19b22f71aad263d9397.mp4", "video_id": "fe738cbae5c5bf98a6b5d1886660dd74b7be800d3eeea19b22f71aad263d9397"}
{"item_id": "LongVideoBench_692", "benchmark": "LongVideoBench", "question": "In the upper right corner of a white background, a middle-aged man wearing a gray short-sleeved shirt is explaining. Behind him are a piano keyboard and various objects. At the top of the screen are bold English letters, and in the center is a table with white data on a black background. What object is present in the scene?", "options": ["A silver bracelet", "A pair of glasses", "There is a URL", "There is a wristwatch", "A yellow bracelet"], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "S2O", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 1018.351685, "attack_pct": 0.908149929004776, "license": "CC-BY-NC-SA-4.0", "selection_order": 5718, "video": "videos/8f38138869edf168c20bd87afded809765fcf9997c5d13d778cdc424a24a85e6.mp4", "video_id": "8f38138869edf168c20bd87afded809765fcf9997c5d13d778cdc424a24a85e6"}
{"item_id": "HLV-1K_4768", "benchmark": "HLV-1K", "question": "What are the two men holding in the video frame at 1691.0 seconds?", "options": ["A toy basketball game.", "A deck of cards.", "A video game controller.", "A board game."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "character-understanding", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 1842.456961, "attack_pct": 0.609574674067381, "license": "MIT", "selection_order": 5719, "video": "videos/fea37216f4abe62c21a39c5758c7e1aaf6bdec3681038b214407152011b86550.mp4", "video_id": "fea37216f4abe62c21a39c5758c7e1aaf6bdec3681038b214407152011b86550"}
{"item_id": "Video-MME-v2_240", "benchmark": "Video-MME-v2", "question": "When the station first appears, from the \"perspective\" of the yellow train, in which direction is the service room located?", "options": ["Directly behind.", "Directly to the right.", "Directly in front.", "Left front.", "Right rear.", "Directly to the left.", "Left rear.", "Right front."], "answer": "D", "answer_idx": 3, "n_options": 8, "chance": 0.125, "capability": "egocentric", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 992.095782, "attack_pct": 0.5369013811798116, "license": "MIT", "selection_order": 5725, "video": "videos/d993865ef943d667451e5477ac9871e472e137ba08bdb94728774316102ca5c9.mp4", "video_id": "d993865ef943d667451e5477ac9871e472e137ba08bdb94728774316102ca5c9"}
{"item_id": "Video-MME_2604", "benchmark": "Video-MME", "question": "Where is the man's family most likely to be when he crosses the canyon in the video?", "options": ["Waiting in the car.", "Camping in the canyon.", "Staying in the hotel.", "At home."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "Action Reasoning", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3473.426576, "attack_pct": 0.58575900348522, "license": "unknown", "selection_order": 5726, "video": "videos/21b9f2a24aee8187574b00f47bcf53d84723e2bdae30df7ab9da2fab75336678.mp4", "video_id": "21b9f2a24aee8187574b00f47bcf53d84723e2bdae30df7ab9da2fab75336678"}
{"item_id": "VSI-Super-Wild_3425", "benchmark": "VSI-Super-Wild", "question": "[Single-Choice] At the indicated moment in this clip, which direction is the camera/person moving? (forward = the direction the camera is facing)", "options": ["backward-left", "backward-right", "forward-right", "forward-left"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "VMR", "scene_type": "other", "duration_group": ">30min", "duration_s": 1833.731045, "attack_pct": 0.9627678456176584, "license": "unknown", "selection_order": 5733, "video": "videos/35fa784b87828411e3afaddf9145d1f5af34e7e41d4b3c67834968a908ae3923.mp4", "video_id": "35fa784b87828411e3afaddf9145d1f5af34e7e41d4b3c67834968a908ae3923"}
{"item_id": "S-EMBER_6167", "benchmark": "S-EMBER", "question": "How many Monopoly properties have I bought so far?", "options": ["You have bought 5 Monopoly properties so far.", "You have bought 6 Monopoly properties up to now.", "You have bought three Monopoly properties so far.", "You have not bought any Monopoly properties so far.", "You have bought exactly 2 Monopoly properties."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "hallucination", "task_class": "counting_objects_events", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 600.25, "attack_pct": 0.3947576481218536, "license": "CC-BY-NC-4.0", "selection_order": 5739, "video": "videos/0afbdf38b328c1c0d09acbc7badec4a835364df4d62566bde604eb652b616173.mp4", "video_id": "0afbdf38b328c1c0d09acbc7badec4a835364df4d62566bde604eb652b616173"}
{"item_id": "Video-MME-v2_468", "benchmark": "Video-MME-v2", "question": "In the video, on a nighttime street, a blond man wearing a light blue shirt and a backpack speaks to the camera and waves. Beside him is a woman in a red dress wearing glasses. What has he said?", "options": ["It's pouring down.", "We're going to walk off the promenade.", "It's throwing it down.", "We're going to walk along the promenade.", "So you guys don't get wet.", "We are about to cross the street.", "We are going to cross the road.", "So you guys won't get wet."], "answer": "B", "answer_idx": 1, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 992.351202, "attack_pct": 0.5855976507034981, "license": "MIT", "selection_order": 5746, "video": "videos/05e04a235fbd035c490cc3b77c60c12652fd1571e023b8fb3602eb889769d88c.mp4", "video_id": "05e04a235fbd035c490cc3b77c60c12652fd1571e023b8fb3602eb889769d88c"}
{"item_id": "71", "benchmark": "LVBench", "question": "How many times does the protagonist knock on the green door?", "options": ["1", "5", "2", "4"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "event understanding", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 3665.502041, "attack_pct": 0.4439541112688783, "license": "CC-BY-NC-SA-4.0", "selection_order": 5747, "video": "videos/c4d36d2503c001f4f40fad05307dadc788457145f9174a122aa41e605d7e66ee.mp4", "video_id": "c4d36d2503c001f4f40fad05307dadc788457145f9174a122aa41e605d7e66ee"}
{"item_id": "Video-MME-v2_1176", "benchmark": "Video-MME-v2", "question": "Which of the following descriptions about the gift from the Ouhre brand is correct?", "options": ["This is a black perfume bottle, and the blogger mentioned that this is an exclusive item from the brand's first collection.", "This is a deep red bodysuit, and the blogger mentioned that it looks very cute because it has ties on the sides.", "This is a pink and blue packaged drink, and the blogger read that the name of this product is Dominique.", "This is a light blue lace set, and the blogger described its scent as having warm leather notes.", "This is a pink corset, and the blogger praised the color as strawberry milk.", "This is a green and white striped bikini, and the blogger mentioned that it was custom-made by the brand according to her measurements.", "This is a white long-sleeved sequin dress, and the blogger specifically praised its quality because it feels heavy and the sequins on it do not fall off.", "This is a light blue lace set, and the blogger mentioned that it looks very cute because it has ties on the sides."], "answer": "G", "answer_idx": 6, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1166.500862, "attack_pct": 0.9157496450238802, "license": "MIT", "selection_order": 5753, "video": "videos/b80065d77ec44f440974b9d78aaf8cb1eb2ef61cfc262e028f19e2c9745ee4f2.mp4", "video_id": "b80065d77ec44f440974b9d78aaf8cb1eb2ef61cfc262e028f19e2c9745ee4f2"}
{"item_id": "OVO-S-Bench_1233", "benchmark": "OVO-S-Bench", "question": "(Question asked at 232.0 s into the video; 'current' refers to that moment.) Compared with the last time you passed through this scene, are there any additional objects this time? If so, what are the extra objects?", "options": ["a bouquet of roses", "Pikachu", "a calico cat", "no additional objects"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "3.2.1", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 2787.0, "attack_pct": 0.5746095262682329, "license": "unknown", "selection_order": 5754, "video": "videos/d15b08772def8734e0ec03831e34d946a411a36f2d969217c967237984f531c9.mp4", "video_id": "d15b08772def8734e0ec03831e34d946a411a36f2d969217c967237984f531c9"}
{"item_id": "StreamingBench_1326", "benchmark": "StreamingBench", "question": "What might the speaker explain next?", "options": ["How to create a bar graph.", "How to fill in the data in the data table.", "How to interpret the data in the data table.", "How to convert the data table into a pie chart."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Prospective Reasoning", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 758.340499, "attack_pct": 0.3865528591712921, "license": "unknown", "selection_order": 5760, "video": "videos/5318c923c989c22bff8f5a6cb04bcc22907bc45a01162427826ff3ae78921a41.mp4", "video_id": "5318c923c989c22bff8f5a6cb04bcc22907bc45a01162427826ff3ae78921a41"}
{"item_id": "HLV-1K_7547", "benchmark": "HLV-1K", "question": "What is the purple vegetable holding in the kitchen scene at 337.0 seconds?", "options": ["A pot.", "A spatula.", "A knife.", "A spoon."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "spatial-relationship", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 1802.797279, "attack_pct": 0.6116157867561637, "license": "MIT", "selection_order": 5761, "video": "videos/3b846efec820f280fa7a9843ac0dbe1728a70a097e431a55cd18b8e20750fd5f.mp4", "video_id": "3b846efec820f280fa7a9843ac0dbe1728a70a097e431a55cd18b8e20750fd5f"}
{"item_id": "Video-MME-v2_3137", "benchmark": "Video-MME-v2", "question": "When the guide states, \"Wo! And the amazing tree.\" what object is visually presented in the center of the cave?", "options": ["A lush birch tree.", "A deep pool.", "A flock of bats circling in a circle.", "A lush maple tree.", "A metal door.", "A natural stone pillar.", "A lush camphor tree.", "A lush banyan tree."], "answer": "F", "answer_idx": 5, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 945.875011, "attack_pct": 0.614608880857106, "license": "MIT", "selection_order": 5767, "video": "videos/2810e67daaa1168b91324b1ae1f61892fb685452b774d4e81f75919165fe2283.mp4", "video_id": "2810e67daaa1168b91324b1ae1f61892fb685452b774d4e81f75919165fe2283"}
{"item_id": "VideoOdyssey_2555", "benchmark": "VideoOdyssey", "question": "In the news segment, who urges states and local authorities not to resist the new e-procurement system during the press briefing?", "options": ["Dr. William Ruto.", "John Mbadi.", "Yula Zali.", "Martha Karua."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "AV/OCR", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3796.091066, "attack_pct": 0.7954772815283335, "license": "CC-BY-NC-SA-4.0", "selection_order": 5768, "video": "videos/c7e28ccce6d60e0d8241083a4d91282eb7b082ba7c09dd16cb8c87aa3e7e632d.mp4", "video_id": "c7e28ccce6d60e0d8241083a4d91282eb7b082ba7c09dd16cb8c87aa3e7e632d"}
{"item_id": "Video-MME-v2_2750", "benchmark": "Video-MME-v2", "question": "During the haircut, which sections had the same elevation?", "options": ["Back and front.", "Back and top.", "Top and front.", "Crown and top.", "Side and crown.", "Back and crown.", "Back and nape."], "answer": "B", "answer_idx": 1, "n_options": 7, "chance": 0.142857, "capability": "spatial", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 757.003855, "attack_pct": 0.966357945010972, "license": "MIT", "selection_order": 5781, "video": "videos/4300ab674de5ceaf7275f42a7cacbf61bcc87caf33c56281ffe12c930b952b5e.mp4", "video_id": "4300ab674de5ceaf7275f42a7cacbf61bcc87caf33c56281ffe12c930b952b5e"}
{"item_id": "Video-MME_2015", "benchmark": "Video-MME", "question": "From which pose does there come a cat?", "options": ["Triangle forward fold.", "Seated char squat.", "Hip circles.", "Ragdoll squeeze."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Temporal Perception", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 1910.909388, "attack_pct": 0.7473457467406738, "license": "unknown", "selection_order": 5782, "video": "videos/785c99eed8ac2868fdbb5475fd6df770ebd23a97fb57df5fe5d569d852fe31c8.mp4", "video_id": "785c99eed8ac2868fdbb5475fd6df770ebd23a97fb57df5fe5d569d852fe31c8"}
{"item_id": "Video-MME-v2_2476", "benchmark": "Video-MME-v2", "question": "Why does the protagonist resist talking to the therapist?", "options": ["She fears confronting deep-seated traumatic memories, worrying that reopening old wounds will lead to a complete emotional breakdown or secondary harm.", "Subconsciously, she believes her current mental state provides strength or protection, and fears losing herself after being cured.", "She lacks basic trust in her therapist, doubting their professional motives, or worrying about her privacy and secrets being leaked to a third party.", "She has experienced failed therapy and believes psychotherapy is a scam or ineffective pseudoscience, a complete waste of time.", "She denies having any psychological problems, firmly believing she can handle her emotions or difficulties independently, and views seeking help as a sign of weakness.", "She feels extreme shame and guilt about her past behavior or thoughts, believing she is unworthy of forgiveness and help.", "She believes she is not ill and was forced into treatment by her mother.", "She is rebellious, viewing the therapist as an authority figure attempting to control her thoughts, and maintaining her sense of control through silence or confrontation."], "answer": "G", "answer_idx": 6, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 707.720998, "attack_pct": 0.6304053181876855, "license": "MIT", "selection_order": 5788, "video": "videos/dba8349fe8631a8c06f8a4ae7b789114c32a26ddf6cad89728f5bb4fb7b22180.mp4", "video_id": "dba8349fe8631a8c06f8a4ae7b789114c32a26ddf6cad89728f5bb4fb7b22180"}
{"item_id": "MLVU_110", "benchmark": "MLVU", "question": "What type of beach is shown in the video?\n(A) Pebble beach\n(B) Man-made beach\n(C) Sandy beach\n(D) Wild rocky beach\n", "options": ["Pebble beach", "Man-made beach", "Sandy beach", "Wild rocky beach"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "needle", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 6008.108108, "attack_pct": 0.7327997934684394, "license": "CC-BY-NC-SA-4.0", "selection_order": 5789, "video": "videos/ad44c663b3567bd601e6bc022e533080bf2000d9fc5ecd3af7dd6d8fbe19a371.mp4", "video_id": "ad44c663b3567bd601e6bc022e533080bf2000d9fc5ecd3af7dd6d8fbe19a371"}
{"item_id": "Video-MME-v2_2352", "benchmark": "Video-MME-v2", "question": "Before setting off, the camera recorded what the blogger did in sequence.", "options": ["Pull the suitcase, play with toys, grab clothes, put in passport, zip it up, grab passport, and set off.", "Zip up, take passport, put passport away, play with toys, take clothes, pull suitcase, and set off.", "Take passport, zip up, put passport away, play with toys, take clothes, set off, and pull suitcase.", "Take clothes, take passport, play with toys, zip up, put passport away, pull suitcase, and set off.", "Take passport, zip up, put passport away, take clothes, play with toys, pull suitcase, and set off.", "Play with toys, take passport, take clothes, zip up, put passport away, pull suitcase, and set off.", "Take passport, zip up, set off, put passport away, take clothes, play with toys, and pull suitcase.", "Take passport, play with toys, zip up, put passport away, take clothes, pull suitcase, and set off."], "answer": "E", "answer_idx": 4, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 626.608934, "attack_pct": 0.990270427262166, "license": "MIT", "selection_order": 5795, "video": "videos/b7371252b43c4dfcc9ccf28ada9d0bdb924c2dd504f8442e37504267625cef48.mp4", "video_id": "b7371252b43c4dfcc9ccf28ada9d0bdb924c2dd504f8442e37504267625cef48"}
{"item_id": "OVO-S-Bench_1238", "benchmark": "OVO-S-Bench", "question": "(Question asked at 207.0 s into the video; 'current' refers to that moment.) Compared with the last time you passed through this scene, are there any additional objects when passing through it again? If so, what are the additional objects?", "options": ["Ultraman", "a bouquet of roses", "candle", "No additional objects"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "3.2.1", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 1852.0, "attack_pct": 0.7459419775396928, "license": "unknown", "selection_order": 5796, "video": "videos/82dc453eb822641ebe5722a77b46acee7da5f540824cea755740648fad49d29d.mp4", "video_id": "82dc453eb822641ebe5722a77b46acee7da5f540824cea755740648fad49d29d"}
{"item_id": "VideoKR_1042", "benchmark": "VideoKR", "question": "Write the Fourier series for the three voltage waveforms in (b) of <image 1>.", "options": ["$(4 / pi) [cospi t - (1 / 2) cos 3 pi t + (1 / 4) cos 5 pi t + ....]$", "$(4 / pi) [cospi t - (1 / 4) cos 4 pi t + (1 / 6) cos 6 pi t + ....]$", "$(4 / pi) [sinpi t - (1 / 4) sin 3 pi t + (1 / 6) sin 5 pi t + ....]$", "$(4 / pi) [sinpi t - (1 / 2) sin 3 pi t + (1 / 4) sin 5 pi t + ....]$", "$(4 / pi) [sinpi t - (1 / 2) sin 3 pi t + (1 / 4) sin 4 pi t + ....]$", "$(4 / pi) [cospi t - (1 / 5) cos 5 pi t + (1 / 7) cos 7 pi t + ....]$", "$(4 / pi) [cospi t - (1 / 3) cos 3 pi t + (1 / 5) cos 5 pi t + ....]$", "$(4 / pi) [cospi t - (1 / 2) cos 2 pi t + (1 / 3) cos 3 pi t + ....]$", "$(4 / pi) [sinpi t - (1 / 3) sin 3 pi t + (1 / 5) sin 5 pi t + ....]$", "$(4 / pi) [sinpi t - (1 / 3) sin 2 pi t + (1 / 5) sin 4 pi t + ....]$"], "answer": "G", "answer_idx": 6, "n_options": 10, "chance": 0.1, "capability": "knowledge", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 1156.68, "attack_pct": 0.9956999483671098, "license": "Apache-2.0", "selection_order": 5802, "video": "videos/f5ac24e59d0274291f595d962147ea055bc56107529c9269e6e22bcd1afa5f61.mp4", "video_id": "f5ac24e59d0274291f595d962147ea055bc56107529c9269e6e22bcd1afa5f61"}
{"item_id": "HLV-1K_7711", "benchmark": "HLV-1K", "question": "In the video events from 444.0 to 517.0 seconds and H to e seconds, what is the common spatial element that enhances the visual interest in both scenes?", "options": ["A human skeleton.", "Chains draped decoratively.", "A round table with candles.", "Hanging lights."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "spatial-relationship", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 3853.281814, "attack_pct": 0.6220714470117464, "license": "MIT", "selection_order": 5803, "video": "videos/a796e6bde772607d44f018a08eb034c281ebb0f625109dad027b104e77fc8670.mp4", "video_id": "a796e6bde772607d44f018a08eb034c281ebb0f625109dad027b104e77fc8670"}
{"item_id": "Video-MME-v2_2904", "benchmark": "Video-MME-v2", "question": "Which event causes the male protagonist to decide to throw away his phone?", "options": ["A video of his failed proposal is recorded and shared on social media.", "He realizes that he is checking his phone even during the proposal.", "When rewatching the proposal video, he discovers that he keeps his head down scrolling on his phone the entire time.", "He forgets to prepare for the proposal because he is addicted to his phone beforehand.", "He looks at his phone during the proposal, causing it to fail, and the scene is recorded by others.", "While eating breakfast, he notices himself unconsciously making a phone-scrolling gesture.", "His failed proposal is watched and mocked by a crowd.", "After the proposal ends, he realizes that he never truly looked into the other person's eyes."], "answer": "A", "answer_idx": 0, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 664.392562, "attack_pct": 0.7002226668387763, "license": "MIT", "selection_order": 5809, "video": "videos/c9fbb39d2e39ffb44fb2e70468084f0b220e7341d2d0019a09fa53a365d7de60.mp4", "video_id": "c9fbb39d2e39ffb44fb2e70468084f0b220e7341d2d0019a09fa53a365d7de60"}
{"item_id": "HLV-1K_6442", "benchmark": "HLV-1K", "question": "What is the attire of the central man addressing the audience in the formal setting?", "options": ["A beige suit and tie.", "A gray polo shirt with a detailed emblem.", "A dark suit with a blue shirt.", "A black suit jacket over a blue shirt with a visible lapel pin."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "character-understanding", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2199.394104, "attack_pct": 0.3568962178907964, "license": "MIT", "selection_order": 5810, "video": "videos/2c0195ec4e76fed50d759980655ed12b0027cf7093d7dd1944a2495f2685b5a1.mp4", "video_id": "2c0195ec4e76fed50d759980655ed12b0027cf7093d7dd1944a2495f2685b5a1"}
{"item_id": "test_Clinical_Medicine_312:Perception", "benchmark": "VideoMMMU", "question": "What is the name of fourth chapter? (The first is 'the cell cycle')", "options": ["cyclins and cdks", "mechanism of cancer", "tumour suppressor gene", "oncogene activation", "tumour suppressor gene inactivation"], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Perception", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 685.64, "attack_pct": 0.7604637278946689, "license": "unknown", "selection_order": 5823, "video": "videos/5cdbdf0e31cd0f2c3fa9d70e3f5009f4a1ec7fe009bad40fb947f63e1c4693b1.mp4", "video_id": "5cdbdf0e31cd0f2c3fa9d70e3f5009f4a1ec7fe009bad40fb947f63e1c4693b1"}
{"item_id": "ScaleLong_828", "benchmark": "ScaleLong", "question": "What was the tool used in the crime?", "options": ["A gun", "A Jeep", "A bicycle", "A knife"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Video Clip", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2517.786009, "attack_pct": 0.6580289144184845, "license": "unknown", "selection_order": 5824, "video": "videos/bb6589cb19a8c2f6f8542091d782e037842ebd2d8f43e6ade8d8603f7ddc67ee.mp4", "video_id": "bb6589cb19a8c2f6f8542091d782e037842ebd2d8f43e6ade8d8603f7ddc67ee"}
{"item_id": "Video-MME-v2_2079", "benchmark": "Video-MME-v2", "question": "In the video, when the camera moves from inside the cabin to the outside, there is a red sign. What does the sign say?", "options": ["Beware of rabbits.", "No honking.", "In the video, when the camera moves from inside the cabin to the outside, there is a red sign that reads \"No Entry.\".", "Protect nature, do not litter.", "Road construction.", "Red squirrel crossing.", "Watch for children.", "Beware of deer."], "answer": "F", "answer_idx": 5, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 927.0, "attack_pct": 0.7099683748547825, "license": "MIT", "selection_order": 5830, "video": "videos/c427cd12724223056fd9249f9433065090ab2a9c52501d8cf08c4db6f7737e88.mp4", "video_id": "c427cd12724223056fd9249f9433065090ab2a9c52501d8cf08c4db6f7737e88"}
{"item_id": "OVO-S-Bench_289", "benchmark": "OVO-S-Bench", "question": "(Question asked at 404.8 s into the video; 'current' refers to that moment.) Based on the visual flow, is the camera currently translating upward, downward, leftward, rightward, forward, or backward?", "options": ["Translating upward", "Translating downward", "Translating leftward", "Translating rightward", "Translating forward", "Translating backward"], "answer": "D", "answer_idx": 3, "n_options": 6, "chance": 0.166667, "capability": "grounding", "task_class": "1.3.1", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 1800.165364, "attack_pct": 0.6440718987995353, "license": "unknown", "selection_order": 5831, "video": "videos/ab2a47a530e5ce37a6c86042e87744711e82250171e9122c7a389eb9b456ae68.mp4", "video_id": "ab2a47a530e5ce37a6c86042e87744711e82250171e9122c7a389eb9b456ae68"}
{"item_id": "Video-MME-v2_1139", "benchmark": "Video-MME-v2", "question": "According to the main video content, in what order were the following items picked up and shown on camera by the vlogger?", "options": ["Strawberry yogurt bites in pink packaging -> coconut biscuits in a blue bottle -> Kiwi Jelly in green packaging -> beverage with a penguin pattern in a blue box.", "Strawberry yogurt bites in pink packaging -> Kiwi Jelly in green packaging -> coconut biscuits in a blue box -> beverage with a penguin pattern in a blue bottle.", "Kiwi Jelly in green packaging -> beverage with a penguin pattern in a blue bottle -> coconut biscuits in a blue box -> strawberry yogurt bites in pink packaging.", "Coconut biscuits in a blue box -> strawberry yogurt bites in pink packaging -> beverage with a penguin pattern in a blue bottle -> Kiwi Jelly in green packaging.", "Kiwi Jelly in green packaging -> strawberry yogurt bites in pink packaging -> coconut biscuits in a blue bottle -> beverage with a penguin pattern in a blue box.", "Kiwi Jelly in green packaging -> coconut biscuits in a blue box -> strawberry yogurt bites in pink packaging -> beverage with a penguin pattern in a blue bottle.", "Beverage with a penguin pattern in a blue bottle -> strawberry yogurt bites in pink packaging -> Kiwi Jelly in green packaging -> coconut biscuits in a blue box.", "Beverage with a penguin pattern in a blue bottle -> coconut biscuits in a blue box -> Kiwi Jelly in green packaging -> strawberry yogurt bites in pink packaging."], "answer": "D", "answer_idx": 3, "n_options": 8, "chance": 0.125, "capability": "temporal", "task_class": "_none", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1185.866304, "attack_pct": 0.5971101716793598, "license": "MIT", "selection_order": 5837, "video": "videos/2fb64449c402928e950118b5175f2375578c1dd3b9fd1fb6eb6bc510fbecf7b6.mp4", "video_id": "2fb64449c402928e950118b5175f2375578c1dd3b9fd1fb6eb6bc510fbecf7b6"}
{"item_id": "HLV-1K_8902", "benchmark": "HLV-1K", "question": "How does the background setting change from the beginning to the end of the video event sequence from 210.0 to 2904.0 seconds?", "options": ["From a dimly lit outdoor setting to a brightly lit indoor setting.", "From a pixelated swamp and forest environment to a minimalistic indoor setting.", "From a promotional banner for FreshBooks to a promotional advertisement for Linus Tech Tips.", "From a serene outdoor setting to a tech-centric indoor presentation."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "long_video", "task_class": "attribute-change", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 2926.619864, "attack_pct": 0.627888214792823, "license": "MIT", "selection_order": 5838, "video": "videos/a109b7f4008d731f3b71526f2f7d51211b9ebdaa11e57be46f795d59ebc3ea71.mp4", "video_id": "a109b7f4008d731f3b71526f2f7d51211b9ebdaa11e57be46f795d59ebc3ea71"}
{"item_id": "LongVideoBench_517", "benchmark": "LongVideoBench", "question": "On the white-background PPT, there is text in English by Liu that appears. When the blue arrow first appears above the second line of English text, what happens on the screen?", "options": ["The blue arrow moves from bottom to top.", "The blue arrow moves from left to right.", "The blue arrow moves from right to left.", "The blue arrow moves from top to bottom.", "The blue arrow enlarges."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "O2E", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 1390.455733, "attack_pct": 0.9339986446366336, "license": "CC-BY-NC-SA-4.0", "selection_order": 5844, "video": "videos/cce754909b4ada4b3be7dde2f1efdb3a1b500a552f7b175297cbb514f8334eac.mp4", "video_id": "cce754909b4ada4b3be7dde2f1efdb3a1b500a552f7b175297cbb514f8334eac"}
{"item_id": "1420", "benchmark": "LVBench", "question": "What is the relation between the girl wearing a school uniform and the woman wearing a floral top and a purple dress?", "options": ["Mother and daughter", "School principle and student", "Grandmother and granddaughter", "Teacher and student"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "entity recognition", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2570.40254, "attack_pct": 0.442856912353169, "license": "CC-BY-NC-SA-4.0", "selection_order": 5845, "video": "videos/2d5792fae4bbdc416e7b9e212fd2fc33587edd4d3a54d8f4c42f407e119868c6.mp4", "video_id": "2d5792fae4bbdc416e7b9e212fd2fc33587edd4d3a54d8f4c42f407e119868c6"}
{"item_id": "Video-MME-v2_2211", "benchmark": "Video-MME-v2", "question": "Considering the entire storyline, what is the purpose of the close-up shot of the old man's face?", "options": ["It uses extremely high-contrast lighting to carve out the ravine-like wrinkles on the old man's face, symbolizing the ruthless grinding of time.", "This close-up marks a shift in narrative perspective; through the old man's meaningful gaze, it draws the audience into his sealed-off memory space-time.", "Through the freezing of micro-expressions, it conveys the intense pain and spiritual dilemma deep within the old man's heart regarding his inability to let go of the past.", "The slow-paced close-up is designed to capture a fleeting moment of hesitation in the old man's eyes, thereby implying that the authenticity of the story he is telling is questionable.", "The camera deliberately amplifies the visual contrast between the old man's aging face and the bustling urban background, thereby indicting the tragedy of those forgotten amidst the changing times.", "This ultra-long lingering shot is intended to build extreme psychological tension, foreshadowing a dramatic climax that is about to erupt.", "This long take reveals that the old man's words carry hidden intentions.", "This subjective freeze-frame shot aims to break the \"fourth wall,\" forcing the audience to examine the nihilism at the bottom of the old man's soul in silence."], "answer": "G", "answer_idx": 6, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 616.420136, "attack_pct": 0.7175438879566284, "license": "MIT", "selection_order": 5851, "video": "videos/ac511bebc4eda7f621a8efdd97f9107d56d14d8f69c5603138fe03c5cf910eff.mp4", "video_id": "ac511bebc4eda7f621a8efdd97f9107d56d14d8f69c5603138fe03c5cf910eff"}
{"item_id": "4012", "benchmark": "LVBench", "question": "What is the 1st serve percent of the two teams before the game score becomes 2-2?", "options": ["70% for the American team and 60% for the Swiss team", "67% for the American team and 76% for the Swiss team", "76% for the American team and 67% for the Swiss team", "60% for the American team and 70% for the Swiss team"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "key information retrieval", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 2791.619048, "attack_pct": 0.573141215954563, "license": "CC-BY-NC-SA-4.0", "selection_order": 5852, "video": "videos/9e9c52d49fcf081f49b4b463a339131d013fed004273ccea235fa9ccf32c4e1a.mp4", "video_id": "9e9c52d49fcf081f49b4b463a339131d013fed004273ccea235fa9ccf32c4e1a"}
{"item_id": "S-EMBER_6461", "benchmark": "S-EMBER", "question": "If I turn around from where I am standing now, what will I see?", "options": ["A red or maroon car parked directly behind you in the carport.", "A white car parked next to a green car, and a red car behind it.", "A red car parked next to a white wall and a gravel area.", "A white sports car, and a taupe-colored SUV parked next to it.", "A white wall, a red car, and a motorcycle parked in the driveway."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "egocentric", "task_class": "sequential_action", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.2138811798115399, "license": "CC-BY-NC-4.0", "selection_order": 5858, "video": "videos/6a9ca16ddfadf8969030640ef9a370b1e8865a9de3aa32cd618ea5fb783d5c9e.mp4", "video_id": "6a9ca16ddfadf8969030640ef9a370b1e8865a9de3aa32cd618ea5fb783d5c9e"}
{"item_id": "V2P-Bench_881", "benchmark": "V2P-Bench", "question": "How is the character of the woman in the yellow ellipse?", "options": ["As light-hearted and imprudent with money.", "As an entrepreneurial spirit with a knack for business.", "As the stern matriarch ruling over her household.", "As a dutiful and compliant offspring."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "1", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2892.323991, "attack_pct": 0.7726377952755905, "license": "CC-BY-NC-4.0", "selection_order": 5859, "video": "videos/aff45d43e678c7da1b3f2e1fef4a56942b5414afb6219e69a6a0eb270dcd4153.mp4", "video_id": "aff45d43e678c7da1b3f2e1fef4a56942b5414afb6219e69a6a0eb270dcd4153"}
{"item_id": "S-EMBER_8628", "benchmark": "S-EMBER", "question": "What did I do with my right hand immediately after picking up the orange-colored pencil?", "options": ["You put the green-colored pencil down on the table.", "You set its tip to the notebook and began writing.", "You started coloring the letter 'H' on the paper.", "You started to draw a flower shape on the paper.", "You added orange lines to the word 'Home' on the paper."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "sequential_action", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 600.25, "attack_pct": 0.4411788434232606, "license": "CC-BY-NC-4.0", "selection_order": 5865, "video": "videos/d9289e7f646e537b365dacb6d8af1429a46f0c3d761bacb289705acac3f16a1d.mp4", "video_id": "d9289e7f646e537b365dacb6d8af1429a46f0c3d761bacb289705acac3f16a1d"}
{"item_id": "HLV-1K_549", "benchmark": "HLV-1K", "question": "What is the primary setting of the video from 6.0 to 1967.0 seconds?", "options": ["A well-organized closet space filled with clothing and personal items.", "A cluttered room filled with various items, including clothing, storage bins, and personal belongings.", "A stage set up for a performance or rehearsal with large speakers and microphones.", "A creatively decorated room filled with numerous drawings, images, and personal memorabilia."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "descriptive-scene", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 1988.556916, "attack_pct": 0.6285981670323997, "license": "MIT", "selection_order": 5866, "video": "videos/8cd82e96b9530f0ba58d95da6fee1e626b4f81220c4dcbc0f3279ac8fcbf28c5.mp4", "video_id": "8cd82e96b9530f0ba58d95da6fee1e626b4f81220c4dcbc0f3279ac8fcbf28c5"}
{"item_id": "Video-MME-v2_2710", "benchmark": "Video-MME-v2", "question": "How do the visual and sound effects combine when the main characters enter a place filled with neon lights?", "options": ["The visuals are dark and have a psychedelic nightclub atmosphere, while the background music is a somber symphony; these two elements are opposites.", "The visuals are filled with terrifying and bloody elements, while the background music is a cheerful children's song; these two elements are opposites.", "The visuals are dim, creating a psychedelic nightclub atmosphere, while the background music is soft; these two elements are opposites.", "The visuals depict a serious courtroom scene, while the background music is rhythmic and upbeat; these two elements are opposites.", "The scene is a large stage, and the background music has a cheerful rhythm; these two elements are complementary.", "The visuals are bright as day, while the background music is rhythmic and upbeat; these two elements are opposites.", "The visuals are dark and have a psychedelic nightclub atmosphere, while the background music is fast-paced rap; these two elements are complementary.", "The visuals depict outdoor natural scenery, while the background music is loud industrial noise; these two elements are opposites."], "answer": "E", "answer_idx": 4, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 602.836463, "attack_pct": 0.729379114495934, "license": "MIT", "selection_order": 5872, "video": "videos/5030988d4b4b27ebce5234afd95b594f6d9a3c979d0306f0491444da95f8d8a6.mp4", "video_id": "5030988d4b4b27ebce5234afd95b594f6d9a3c979d0306f0491444da95f8d8a6"}
{"item_id": "LongVideoBench_857", "benchmark": "LongVideoBench", "question": "In the scene where red ribbons are floating in the air, what is the woman with black hair, dressed in a white coat and wearing a watch, doing?", "options": ["Putting her hand on her temple", "Raising both hands", "Facing away from the mirror", "Raising one hand", "Covering her nose with her hand"], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "S2E", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2617.548267, "attack_pct": 0.915152639731509, "license": "CC-BY-NC-SA-4.0", "selection_order": 5873, "video": "videos/d8a5535c7a60dc3815905ab68c98890d5711398143fb0f30142c7702197e4d8f.mp4", "video_id": "d8a5535c7a60dc3815905ab68c98890d5711398143fb0f30142c7702197e4d8f"}
{"item_id": "S-EMBER_5385", "benchmark": "S-EMBER", "question": "How much was the pink bathrobe I looked at a minute ago?", "options": ["The tag on the pink bathrobe showed $25.", "The pink bathrobe was priced at $12.", "The pink bathrobe you looked at costs $35.", "The price of the pink bathrobe is not clearly visible.", "The pink chenille bathrobe was priced at $95."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "visual_detail_recall", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.2239899315864205, "license": "CC-BY-NC-4.0", "selection_order": 5879, "video": "videos/dcc2ecdfd6c2fb852f877dee66186c7154f84f5d729cef27b5781299826d4d03.mp4", "video_id": "dcc2ecdfd6c2fb852f877dee66186c7154f84f5d729cef27b5781299826d4d03"}
{"item_id": "ScaleLong_1305", "benchmark": "ScaleLong", "question": "From 49:34 to 49:49, what did the blue goalie do?", "options": ["Make a diving save.", "Kick the ball to the middle.", "Pass the ball to a teammate.", "Prepare to catch the ball."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Event", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 6648.12, "attack_pct": 0.417710081321802, "license": "unknown", "selection_order": 5880, "video": "videos/105447de1d4d48a3498cf26cc494fcb4a4173468746781aa907e2124aa7db584.mp4", "video_id": "105447de1d4d48a3498cf26cc494fcb4a4173468746781aa907e2124aa7db584"}
{"item_id": "StreamingBench_1318", "benchmark": "StreamingBench", "question": "What might the speaker explain next?", "options": ["The angle of the base.", "The formula for area.", "The hypotenuse of the triangle.", "The height of the triangle."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Prospective Reasoning", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 626.009977, "attack_pct": 0.9857202788176068, "license": "unknown", "selection_order": 5886, "video": "videos/aba55057c84da44787e34fc3ace830b0192c880f5cdbea25d2b6ecb188a59ab5.mp4", "video_id": "aba55057c84da44787e34fc3ace830b0192c880f5cdbea25d2b6ecb188a59ab5"}
{"item_id": "Video-MME_1994", "benchmark": "Video-MME", "question": "Which two people are the main focus of conflict in the film's plot in the second half of the video?", "options": ["Male defense counsel and male colonel sitting in the witness box.", "Male defense counsel and male prosecutor.", "Female defense lawyer and male colonel sitting in the witness box.", "Female defense counsel and male prosecutor."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Object Reasoning", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 1952.496327, "attack_pct": 0.7283383890538273, "license": "unknown", "selection_order": 5887, "video": "videos/4fcb9ec87d8d067cca7dbcd6aceff350180c3058b82abb8ff62a8e30f9a0fff9.mp4", "video_id": "4fcb9ec87d8d067cca7dbcd6aceff350180c3058b82abb8ff62a8e30f9a0fff9"}
{"item_id": "Video-MME-v2_3109", "benchmark": "Video-MME-v2", "question": "According to the rankings at the very beginning of January 2020, how did the popularity of the TV series that ranked third from the bottom at that time place on the October 2025 chart, based on its popularity by the end of October 2020?", "options": ["It ranked last on the October 2025 chart.", "It ranked fourth from the bottom on the October 2025 chart.", "It ranked third on the October 2025 chart.", "It ranked eighth on the October 2025 chart.", "It ranked second on the October 2025 chart.", "It ranked sixth on the October 2025 chart.", "It ranked first on the October 2025 chart.", "It did not appear on the October 2025 chart."], "answer": "F", "answer_idx": 5, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 760.872993, "attack_pct": 0.7344375242029173, "license": "MIT", "selection_order": 5893, "video": "videos/9728d8fbb768f15f61b098021a8180e5d979e397d5a14727a4a6643d3dca8162.mp4", "video_id": "9728d8fbb768f15f61b098021a8180e5d979e397d5a14727a4a6643d3dca8162"}
{"item_id": "HLV-1K_3828", "benchmark": "HLV-1K", "question": "What is the character in the animated scene doing at 398.0 seconds into the video?", "options": ["The character is sitting on a bench.", "The character is driving a carriage.", "The character is flying a kite.", "The character is riding a bicycle."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object understanding", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 8854.093787, "attack_pct": 0.6314218407125339, "license": "MIT", "selection_order": 5894, "video": "videos/79a4a93fb2fb4c1d26e888367eab92308c3552bf2c98bb72136c33944e6f9c8b.mp4", "video_id": "79a4a93fb2fb4c1d26e888367eab92308c3552bf2c98bb72136c33944e6f9c8b"}
{"item_id": "S-EMBER_3375", "benchmark": "S-EMBER", "question": "Which color from the makeup palette did I sample on my hand?", "options": ["A shimmery rose-pink shade.", "A light blue shimmer color.", "A bright matte blue shade.", "A light brown or beige shade.", "A glittery purple shade."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "visual_detail_recall", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.2250306570285271, "license": "CC-BY-NC-4.0", "selection_order": 5900, "video": "videos/71ef3d44eb6a40a259ff06f3b3140769252631e29dbd454bb5f8918532f2f0b3.mp4", "video_id": "71ef3d44eb6a40a259ff06f3b3140769252631e29dbd454bb5f8918532f2f0b3"}
{"item_id": "ScaleLong_1597", "benchmark": "ScaleLong", "question": "what is the central host of the TV Live report looks like?", "options": ["A man in a suit", "He was out of his mind", "short curly hair with glass", "young lady in red"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Video Clip", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3857.32, "attack_pct": 0.5270507938556861, "license": "unknown", "selection_order": 5901, "video": "videos/04207af7c6ff024b6bd3b022bdf47acec5b5375e7b810d7398fcaf3258383017.mp4", "video_id": "04207af7c6ff024b6bd3b022bdf47acec5b5375e7b810d7398fcaf3258383017"}
{"item_id": "Video-MME-v2_2326", "benchmark": "Video-MME-v2", "question": "What is the core idea of ​​the third step in the video?", "options": ["Starting to save early is a prerequisite for the compounding effect. Even with small monthly amounts, time will compensate for insufficient initial investment.", "The high-income earners in the video are able to save more because they are engaged in higher-risk but higher-reward professions.", "The principal and returns accumulated in the early stages serve as a new base, generating compound interest later on.", "The percentage of income saved is the single most important factor determining ultimate wealth. Even with a low monthly income, a high savings rate can lead to financial freedom.", "Due to early returns, investors had higher incomes and more abundant funding sources in later stages, allowing them to increase investment amounts and drive rapid growth in the total amount.", "The speed of retirement depends entirely on the initial principal. Investing $1,000 per month naturally shortens the time required compared to investing $400.", "The person with $190,000 in savings is more successful than the person with $75,000 because they chose investments with higher annualized returns.", "Relying solely on cost-cutting for savings is far less effective than combining increased income with cost-cutting, as the potential for income growth is the key driver of accelerated wealth accumulation."], "answer": "H", "answer_idx": 7, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 857.088526, "attack_pct": 0.97196495417581, "license": "MIT", "selection_order": 5907, "video": "videos/7a95114a3e032d7c96dcfe47fd43dd5793b0f00769e6c2f5087e420235a7fcb9.mp4", "video_id": "7a95114a3e032d7c96dcfe47fd43dd5793b0f00769e6c2f5087e420235a7fcb9"}
{"item_id": "V2P-Bench_134", "benchmark": "V2P-Bench", "question": "What is the primary reason for the person outlined's point loss in the first half of the match?", "options": ["Net fault", "Double hit", "Out of bounds", "Failure to return the shuttlecock"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "2", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 5752.52, "attack_pct": 0.89660513747257, "license": "CC-BY-NC-4.0", "selection_order": 5908, "video": "videos/0d0a62e16270020b2d5d753d2049e96c6ced6135a80fc1a565cd26883c1ade1e.mp4", "video_id": "0d0a62e16270020b2d5d753d2049e96c6ced6135a80fc1a565cd26883c1ade1e"}
{"item_id": "Video-MME-v2_305", "benchmark": "Video-MME-v2", "question": "In the closet, in what order did Lainey introduce the following items?", "options": ["Shirts -> Pants -> Hats -> Jewelry -> Belts.", "Pants -> Shirts -> Hats -> Boots -> Jewelry.", "Pants -> Shirts -> Hats -> Boots -> Jewelry -> Belts.", "Guitar -> Pants -> Shirts -> Hats -> Boots -> Jewelry.", "Hats -> Shirts -> Pants -> Boots -> Jewelry -> Belts.", "Guitar -> Hats -> Shirts -> Pants -> Belts -> Boots.", "Guitar -> Pants -> Shirts -> Hats -> Jewelry -> Belts.", "Guitar -> Shirts -> Pants -> Hats -> Jewelry."], "answer": "B", "answer_idx": 1, "n_options": 8, "chance": 0.125, "capability": "temporal", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 903.720635, "attack_pct": 0.7505970052923713, "license": "MIT", "selection_order": 5914, "video": "videos/f6ec3eff85fd518e5da85edd0c69166753638a85ff618b84e5436300b74353d1.mp4", "video_id": "f6ec3eff85fd518e5da85edd0c69166753638a85ff618b84e5436300b74353d1"}
{"item_id": "VideoEval-Pro_1109", "benchmark": "VideoEval-Pro", "question": "What is the child doing at home in the video?", "options": ["Playing game on mobile phone", "Sleeping", "Playing with toys", "Eating"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 6546.946947, "attack_pct": 0.8161546405060023, "license": "unknown", "selection_order": 5915, "video": "videos/5cce453b7f76e45e99d91fdb90cd7d8b34922f1a52942041cf8a2ad3d2f0e4f7.mp4", "video_id": "5cce453b7f76e45e99d91fdb90cd7d8b34922f1a52942041cf8a2ad3d2f0e4f7"}
{"item_id": "S-EMBER_8648", "benchmark": "S-EMBER", "question": "How many different spots did I paint with the blue paint?", "options": ["Two different spots.", "Four different spots.", "Ten different spots.", "Three different spots.", "Eight different spots."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.2341632244739899, "license": "CC-BY-NC-4.0", "selection_order": 5921, "video": "videos/dd1ce3e4e4198a1b529239cb8f79875b899e23e13c035775163e295b4809f9fa.mp4", "video_id": "dd1ce3e4e4198a1b529239cb8f79875b899e23e13c035775163e295b4809f9fa"}
{"item_id": "HLV-1K_4555", "benchmark": "HLV-1K", "question": "What happens after the scene with the text 'MOSES & FRIENDS STARTING SOON!' surrounded by polaroid pictures?", "options": ["The scene transitions to a vibrant yellow background filled with Polaroid-style photographs.", "The event starts with a frame featuring a vibrant, orange background with a prominent overlay text in bold white letters stating 'STARTING SOON!'.", "The scene prominently features a campaign supportive of comedy with bold text against the same yellow background reading 'TEAMCOO ♥ COMEDY'.", "The scene transitions to a video call setup featuring two men in different locations."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal-relationship", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 2317.049615, "attack_pct": 0.6332370595069059, "license": "MIT", "selection_order": 5922, "video": "videos/a1f9b70ac7137b26e41a895cd1cee6aeea379b8dc2c1e54662bc0d930abe33e9.mp4", "video_id": "a1f9b70ac7137b26e41a895cd1cee6aeea379b8dc2c1e54662bc0d930abe33e9"}
{"item_id": "test_Materials_72:Adaptation", "benchmark": "VideoMMMU", "question": "The bars of the truss each have a cross-sectional area of Determine the average normal stress in the bar AB due to the loading State whether the stress is tensile or compressive.<image 1>", "options": ["$sigma $AB=7.667ksi", "$sigma $AB=14.667ksi", "$sigma $AB=11.667ksi", "$sigma $AB=15.667ksi", "$sigma $AB=10.667ksi", "$sigma $AB=12.667ksi", "$sigma $AB=16.667ksi", "$sigma $AB=9.667ksi", "$sigma $AB=8.667ksi", "$sigma $AB=13.667ksi"], "answer": "E", "answer_idx": 4, "n_options": 10, "chance": 0.1, "capability": "knowledge", "task_class": "Adaptation", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 627.5, "attack_pct": 0.7723957661030076, "license": "unknown", "selection_order": 5928, "video": "videos/f87349b15e6b0784ed167a67a5e3882237ec2fe95a32356a86a56ed9f9893ee2.mp4", "video_id": "f87349b15e6b0784ed167a67a5e3882237ec2fe95a32356a86a56ed9f9893ee2"}
{"item_id": "V2P-Bench_143", "benchmark": "V2P-Bench", "question": "What object is in front of the sign indicated by the arrow?", "options": ["A mirror", "An industrial robot", "A camera", "A car"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "17", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 6797.323867, "attack_pct": 0.8033109590809345, "license": "CC-BY-NC-4.0", "selection_order": 5929, "video": "videos/4df6d615711dc517f563610a5fd8e62385247812f84b41c6c69f73514b7c3f20.mp4", "video_id": "4df6d615711dc517f563610a5fd8e62385247812f84b41c6c69f73514b7c3f20"}
{"item_id": "Video-MME-v2_2992", "benchmark": "Video-MME-v2", "question": "In the comment section of a certain video of the female protagonist, netizens praised and expressed gratitude and empathy. Which description of the video content is most accurate?", "options": ["The female protagonist smiled and thanked viewers after reaching 500,000 subscribers.", "The female protagonist told viewers she was pregnant with her third child.", "The female protagonist held the endorsed storage box, smiling while introducing the product.", "The female protagonist held the endorsed lunchbox, smiling while introducing the product.", "The female protagonist complained while removing pests from plants, with children screaming in the background.", "The female protagonist spent happy moments playing with her children.", "The female protagonist held the endorsed bag, smiling while introducing the product.", "The female protagonist chased her children while swearing."], "answer": "H", "answer_idx": 7, "n_options": 8, "chance": 0.125, "capability": "hallucination", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 1027.831293, "attack_pct": 0.800543758874403, "license": "MIT", "selection_order": 5935, "video": "videos/62bb673f9e4ff8c224263d155917e6891e1716bd2f834118aeac2138bbb85acc.mp4", "video_id": "62bb673f9e4ff8c224263d155917e6891e1716bd2f834118aeac2138bbb85acc"}
{"item_id": "Video-MME_2226", "benchmark": "Video-MME", "question": "What's the least flattering of the gadgets featured in the video?", "options": ["Flick glove.", "Dribble sleeve.", "Straight shooter strap.", "Pack of 3 basketball shooting aid."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Object Reasoning", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 2256.468753, "attack_pct": 0.7473457467406738, "license": "unknown", "selection_order": 5936, "video": "videos/71a3882b52205e004ed80590cb8fbd5322187ae0e6a608fb416012147cd4a9b5.mp4", "video_id": "71a3882b52205e004ed80590cb8fbd5322187ae0e6a608fb416012147cd4a9b5"}
{"item_id": "S-EMBER_6591", "benchmark": "S-EMBER", "question": "How many people did I see get on the bus headed to TYSONS?", "options": ["You saw four people get on the bus headed to TYSONS.", "You saw five people get on the bus headed to TYSONS.", "You saw three people get on the bus headed to TYSONS.", "You saw two people get on the bus headed to TYSONS.", "You saw six people get on the bus headed to TYSONS."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.2343165096166257, "license": "CC-BY-NC-4.0", "selection_order": 5942, "video": "videos/275c6c8e8154211612923a252d60da5d391f59cdc2dfb67e802657f62a4fa878.mp4", "video_id": "275c6c8e8154211612923a252d60da5d391f59cdc2dfb67e802657f62a4fa878"}
{"item_id": "LongVideoBench_719", "benchmark": "LongVideoBench", "question": "On the screen, there are three images on the PPT. One of the images has the word 'Image/Video' below it, another one has the word 'Where?' below it, and in the bottom right corner, there is a woman wearing a dark blue inner outfit, a black outer coat, and glasses. What objects have appeared on the screen?", "options": ["A photo of a globe", "A photo of a satellite", "A photo of a road at night", "A photo of a man in a black short-sleeved shirt"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "S2O", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 983.666667, "attack_pct": 0.9594036401187556, "license": "CC-BY-NC-SA-4.0", "selection_order": 5949, "video": "videos/6f858f940f45461b9c00a83fc3fd2b589be6b5c16cd4c2c72bdb183020b530bc.mp4", "video_id": "6f858f940f45461b9c00a83fc3fd2b589be6b5c16cd4c2c72bdb183020b530bc"}
{"item_id": "HLV-1K_4411", "benchmark": "HLV-1K", "question": "What was the man doing before he started gesturing with his right hand near his chin?", "options": ["He was wearing earphones and possibly listening to something or conversing.", "He was interacting with another individual.", "He was seated in front of a television screen with a plain background.", "He was holding an object and engaging in an activity."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal-relationship", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 8068.121542, "attack_pct": 0.6556892990835163, "license": "MIT", "selection_order": 5950, "video": "videos/7175c30b34b1cd0ebd761fe1725bd451fd51d61772cc452b944c6a18196a6b1b.mp4", "video_id": "7175c30b34b1cd0ebd761fe1725bd451fd51d61772cc452b944c6a18196a6b1b"}
{"item_id": "Video-MME-v2_612", "benchmark": "Video-MME-v2", "question": "When the man in the video says \"I'm so excited to be out here\", what scene is shown in the video?", "options": ["A park ranger unfolds documents in front of a cabin and hands them over to the man with a smile; the man's back occupies one side of the foreground.", "A man holds up papers and explains, while a woman sits in front of the car looking down at her phone, with an open woodland meadow in the background.", "A woman alone looks down at her phone, a man stands silently beside her, with the car's rear and the forest forming a simple background.", "Two people lean against the car organizing items; the man checks papers while the woman continues staring at her phone, with the forest background clearly visible.", "A woman frowns while looking at her phone and holds up a bottle, while a man stands beside her tilting his head to observe her reaction.", "A man stands in front of the car maintaining a smile, a woman stares at her phone, and the ranger's clipboard appears blurred on the right side of the frame.", "A man wearing a blue headband stands by the car with his hands in his pockets smiling, while a woman beside him talks with a park ranger.", "A man receives a black barrel-shaped item from the ranger with both hands, while a woman in the background shows a faint smile."], "answer": "B", "answer_idx": 1, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 970.083265, "attack_pct": 0.8673922163418097, "license": "MIT", "selection_order": 5956, "video": "videos/e1aa058e271de134097aac2cf8feb4532632cd93fc16a002a8c90e49fcf04090.mp4", "video_id": "e1aa058e271de134097aac2cf8feb4532632cd93fc16a002a8c90e49fcf04090"}
{"item_id": "Video-MME_1851", "benchmark": "Video-MME", "question": "What do the expanding red lines on the map in the first few minutes of the video stand for?", "options": ["The Yellow River.", "The Silk Road.", "Du Fu's route to Xi'an.", "The Yangtze River."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Object Reasoning", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3540.137506, "attack_pct": 0.5977636504453336, "license": "unknown", "selection_order": 5957, "video": "videos/f5bf1023e1f6eb8252679a5f8b827d40bbe7e10c8ee61907c0967fd3fb69afdc.mp4", "video_id": "f5bf1023e1f6eb8252679a5f8b827d40bbe7e10c8ee61907c0967fd3fb69afdc"}
{"item_id": "S-EMBER_3632", "benchmark": "S-EMBER", "question": "How many pairs of pants did I touch in the store?", "options": ["4 pairs of pants", "3 pairs of pants", "7 pairs of pants", "10 pairs of pants", "5 pairs of pants"], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.2360752549373951, "license": "CC-BY-NC-4.0", "selection_order": 5963, "video": "videos/2ea37f99d3d164f6a59ecdb5cae156b1b4d2c42c720c1adf1ea919d20b7416bc.mp4", "video_id": "2ea37f99d3d164f6a59ecdb5cae156b1b4d2c42c720c1adf1ea919d20b7416bc"}
{"item_id": "VideoOdyssey_516", "benchmark": "VideoOdyssey", "question": "Who received the first yellow card in the match?", "options": ["Ronaldo", "Nacho", "William", "Sergio"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "V/Object Recognition", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 5988.356644, "attack_pct": 0.697390925519556, "license": "CC-BY-NC-SA-4.0", "selection_order": 5964, "video": "videos/a29378ccbe725fb167d350689d0cdf0221db624392d950827887e3ddf127f50c.mp4", "video_id": "a29378ccbe725fb167d350689d0cdf0221db624392d950827887e3ddf127f50c"}
{"item_id": "S-EMBER_3377", "benchmark": "S-EMBER", "question": "How do I get back to the Home Builders wall from here?", "options": ["Head back the way you came down this aisle and turn left.", "Turn around 180 degrees and walk back down the pathway on the left.", "Continue straight, take the first right, and then take the next right.", "Turn around, walk past the Astronomy wall, and continue straight ahead.", "Turn around and walk straight back the exact way you came from."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "spatial_aware_reasoning", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 600.166667, "attack_pct": 0.450779333935717, "license": "CC-BY-NC-4.0", "selection_order": 5970, "video": "videos/fad74e5557c42912a80a535b86a5705ec9f8588c2bea88302bec1c5c30ea84c7.mp4", "video_id": "fad74e5557c42912a80a535b86a5705ec9f8588c2bea88302bec1c5c30ea84c7"}
{"item_id": "ALLVB_16665", "benchmark": "ALLVB", "question": "What subtle emotional cues indicate Celine's true feelings about taking the job with Remy?", "options": ["Her tone of voice becomes softer", "She avoids eye contact with Jesse", "She clenches her fists", "She smiles slightly", "She speaks more quickly"], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Video Emotion Recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 6534.592, "attack_pct": 0.0960291080418226, "license": "CC-BY-NC-SA-4.0", "selection_order": 5971, "video": "videos/4aca32d820631fe00459b1d8946bf57d86f2b6ed4e3cc4354aee94fc01304c83.mp4", "video_id": "4aca32d820631fe00459b1d8946bf57d86f2b6ed4e3cc4354aee94fc01304c83"}
{"item_id": "Video-MME-v2_255", "benchmark": "Video-MME-v2", "question": "What event caused the change in their relationship?", "options": ["Ava finishing the making of the clothes.", "Gillian seeing Ava seriously making clothes.", "Drinking green tea together.", "Gillian meticulously preparing medication for Ava.", "Ava seeing Gillian working hard.", "Drinking coffee together.", "Fighting for the scissors.", "Having dinner together."], "answer": "G", "answer_idx": 6, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 942.892698, "attack_pct": 0.8959839292629405, "license": "MIT", "selection_order": 5977, "video": "videos/d00480c3ac22603bc2a1de3bedef831f0e7b19a68fda289b4ae7b3797cd15336.mp4", "video_id": "d00480c3ac22603bc2a1de3bedef831f0e7b19a68fda289b4ae7b3797cd15336"}
{"item_id": "HLV-1K_155", "benchmark": "HLV-1K", "question": "What is the label on the delivery van seen in the video from 1.0 to 1795.0 seconds?", "options": ["Balloon & Cactus Delivery.", "Flower & Plant Delivery.", "Food & Beverage Delivery.", "Mail & Package Delivery."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object understanding", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 1805.026395, "attack_pct": 0.6671856847812057, "license": "MIT", "selection_order": 5978, "video": "videos/70df356a6af8c02e40c025893990f83bac6a35324d8d01a715e6eecd91cb2e54.mp4", "video_id": "70df356a6af8c02e40c025893990f83bac6a35324d8d01a715e6eecd91cb2e54"}
{"item_id": "S-EMBER_7106", "benchmark": "S-EMBER", "question": "Where did I put my pencil after I finished tracing the penguins?", "options": ["You placed the pencil on the table next to a glass of water.", "You placed the pencil on the table next to the card.", "You placed the pencil in a basket on your left.", "You placed the pencil on the desk next to the books.", "You placed the pencil on the right side of the table."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "location_trace", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.25, "attack_pct": 0.2361720666064282, "license": "CC-BY-NC-4.0", "selection_order": 5984, "video": "videos/56885505d43f1edff06dfb00e9e946dc58711151d53699ed633370148d832c52.mp4", "video_id": "56885505d43f1edff06dfb00e9e946dc58711151d53699ed633370148d832c52"}
{"item_id": "VideoOdyssey_1207", "benchmark": "VideoOdyssey", "question": "How many audience members spoke in total throughout the video?", "options": ["4", "5", "6", "7"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "V/Counting", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 4115.551202, "attack_pct": 0.8149122240867432, "license": "CC-BY-NC-SA-4.0", "selection_order": 5985, "video": "videos/fe88eefc4ea5bb499b45bf6202ff58d3a6f25a5af9f014c7ce3a7849be772c0a.mp4", "video_id": "fe88eefc4ea5bb499b45bf6202ff58d3a6f25a5af9f014c7ce3a7849be772c0a"}
{"item_id": "StreamingBench_526", "benchmark": "StreamingBench", "question": "What is the machine doing right now?", "options": ["Being turned on.", "Loading the material into the tray.", "The scoring stylus is being inserted.", "Performing the cutting operation."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Action Perception", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 975.632834, "attack_pct": 0.6771330837743643, "license": "unknown", "selection_order": 5991, "video": "videos/ea4fb50b65070461377ee58023e60be223a5f5fd391dee6cb11c3c9e2e896718.mp4", "video_id": "ea4fb50b65070461377ee58023e60be223a5f5fd391dee6cb11c3c9e2e896718"}
{"item_id": "3540", "benchmark": "LVBench", "question": "What is the number of the player who substitutes Boateng?", "options": ["12", "18", "2", "9"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "key information retrieval", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 5895.533333, "attack_pct": 0.6745917774622434, "license": "CC-BY-NC-SA-4.0", "selection_order": 5992, "video": "videos/6352de0cc15daec4aaac7b2a18a6c6f19873713276d7d7c48a03f4d1e2ddf338.mp4", "video_id": "6352de0cc15daec4aaac7b2a18a6c6f19873713276d7d7c48a03f4d1e2ddf338"}
{"item_id": "Video-MME-v2_193", "benchmark": "Video-MME-v2", "question": "What do the cats represent?", "options": ["Supervisors of the social order.", "Oppressor.", "Revolutionary leaders.", "The elite class.", "Destroyers of social order.", "The middle class.", "The underclass.", "The privileged class."], "answer": "G", "answer_idx": 6, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 609.639909, "attack_pct": 0.9738205111656124, "license": "MIT", "selection_order": 5998, "video": "videos/498a91612087903b54b9b00041d13f0c33cd2717d9dd4e5a47bbeea56d465a15.mp4", "video_id": "498a91612087903b54b9b00041d13f0c33cd2717d9dd4e5a47bbeea56d465a15"}
{"item_id": "HLV-1K_8242", "benchmark": "HLV-1K", "question": "In the video events from 2120.0 to 2189.0 seconds and H to e seconds, what is the direction of the woman's movement in the garden scene?", "options": ["The woman moves from left to right.", "The woman moves from right to left.", "The woman moves from top to bottom.", "The woman moves from bottom to top."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object-direction", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 6768.013061, "attack_pct": 0.2395604750225894, "license": "MIT", "selection_order": 5999, "video": "videos/228847f6230bd8c73a74e74e9c57225a3caf09f6bce340e6c47346a39f45628e.mp4", "video_id": "228847f6230bd8c73a74e74e9c57225a3caf09f6bce340e6c47346a39f45628e"}
{"item_id": "S-EMBER_6598", "benchmark": "S-EMBER", "question": "How long did I shake the bottle of green nail polish before I started opening it?", "options": ["You did not shake the bottle of green nail polish before opening it; you simply picked it up.", "You shook the bottle of green nail polish for roughly 1 second before starting to open it.", "You shook the bottle of green nail polish for exactly 2 seconds before starting to open it.", "You shook the bottle of green nail polish for 4 seconds, then another 5 seconds before opening it.", "You shook the bottle of green nail polish for a continuous 5 seconds before starting to open it."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.248927004001549, "license": "CC-BY-NC-4.0", "selection_order": 6005, "video": "videos/5196d13cd2d1e8e16d57afc569d3160698bcf5d6df715d87172866afe820ea2f.mp4", "video_id": "5196d13cd2d1e8e16d57afc569d3160698bcf5d6df715d87172866afe820ea2f"}
{"item_id": "HLV-1K_3076", "benchmark": "HLV-1K", "question": "How does the background setting change from the beginning to the end of the video between 37.0 and 2231.0 seconds?", "options": ["From a modern, well-lit room to an outdoor park.", "From a modern, well-lit room to a bustling urban street.", "From a modern, well-lit room to a serene outdoor setting.", "From a modern, well-lit room to a cozy indoor scene."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "attribute-change", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 2257.79229, "attack_pct": 0.6766490254291984, "license": "MIT", "selection_order": 6006, "video": "videos/8af1bbc7cd3d86d3a74667eb364ac4e9de32297e046cd2d17cc610026a6a6b69.mp4", "video_id": "8af1bbc7cd3d86d3a74667eb364ac4e9de32297e046cd2d17cc610026a6a6b69"}
{"item_id": "Video-MME-v2_2173", "benchmark": "Video-MME-v2", "question": "What is the core application scenario of the project proposed by the team in the video?", "options": ["Building a real-time database containing conference speakers and presentation topics.", "Tracking users' facial expressions in real time to enhance user experience.", "Storing conversation data in MongoDB and performing embedded queries.", "Implementing efficient front-end and back-end data stream transmission using WebSocket.", "Developing a real-time captioning and notification system for augmented reality (AR) glasses.", "Building multimodal collaborative AI agents capable of handling complex workflows and executing real-world tasks, rather than merely engaging in conversation.", "Assisting individuals with memory impairments to recognize visitors and retrieve relevant interaction memories.", "Providing users with updates on the latest technology news and social media activity alerts."], "answer": "G", "answer_idx": 6, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 644.562721, "attack_pct": 0.9763698851168194, "license": "MIT", "selection_order": 6012, "video": "videos/a0aeb8140e558cf98e31650cb2171a7d1d3bb8b8ab6128bb2f30c714f06d55ab.mp4", "video_id": "a0aeb8140e558cf98e31650cb2171a7d1d3bb8b8ab6128bb2f30c714f06d55ab"}
{"item_id": "HLV-1K_7290", "benchmark": "HLV-1K", "question": "How does the attire of the participants change throughout the conversation from 2379.0 to 2447.0 seconds?", "options": ["The participants change from casual wear to formal suits.", "The participants change from formal suits to casual wear.", "The participants' attire remains the same.", "The participants change from casual wear to sportswear."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "attribute-change", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3410.314739, "attack_pct": 0.365770620885504, "license": "MIT", "selection_order": 6013, "video": "videos/15a03cb0ba33eee53233cb575c1f9dc81f551abb9640acd425bc7b13539b2005.mp4", "video_id": "15a03cb0ba33eee53233cb575c1f9dc81f551abb9640acd425bc7b13539b2005"}
{"item_id": "Video-MME-v2_394", "benchmark": "Video-MME-v2", "question": "What detail fundamentally drove the hedgehog to bring the little creature back home?", "options": ["Through the hotel window, he saw it playing happily with other small animals, but still worried it would be neglected.", "It started raining again, and he worried the weather would get cold and require more care.", "Seeing the paper boat on the table at home and accidentally knocking over coffee, memories flooded back.", "When traveling again, he reminisced about the valleys and scenery they had shared together, and emotions drove the decision.", "Order was restored at home but it felt exceptionally quiet, and he felt a strong sense of contrast and loneliness.", "When shouldering his travel bag, he felt an empty \"absence\" on his shoulder and realized he couldn't be without it.", "He discovered that the teddy bear he had given to the little creature had been quietly placed back in his backpack.", "Remembering the sadness and guilt when he sent it away, he decided to mend the relationship."], "answer": "G", "answer_idx": 6, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 650.06585, "attack_pct": 0.9969827029817994, "license": "MIT", "selection_order": 6019, "video": "videos/5c8dc74c97c20168219f7daa77ebdc1183df12d080b58f7b52d461211c1e1906.mp4", "video_id": "5c8dc74c97c20168219f7daa77ebdc1183df12d080b58f7b52d461211c1e1906"}
{"item_id": "S-EMBER_206", "benchmark": "S-EMBER", "question": "How does this packaging compare to the packaging I threw away earlier?", "options": ["This packaging is smaller with gray markings on the outside, while the earlier one was larger with white stickers across the outside.", "The current packaging is more colorful and has a holographic effect, compared to the plain packaging that was thrown away earlier.", "The current packaging is a clear plastic bag with a label, while the one thrown away earlier was a plain white plastic bag.", "The packaging is identical; both are small, clear plastic bags with white labels that need to be cut open.", "The new packaging is more organized and compartmentalized with individual containers, compared to the previous packaging which seemed to be more cluttered."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "object_comparison", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.2511214018329676, "license": "CC-BY-NC-4.0", "selection_order": 6026, "video": "videos/a7c935ca576d4a4f9412b495a58a9b440c0fadfa457bcfc3dc40e95d5bdc24de.mp4", "video_id": "a7c935ca576d4a4f9412b495a58a9b440c0fadfa457bcfc3dc40e95d5bdc24de"}
{"item_id": "validation_Architecture_and_Engineering_11:Adaptation", "benchmark": "VideoMMMU", "question": "The results of a compaction test on samples of soil that are to be used for an embankment on a highway project are listed below. Determine the optimum moisture content.<image 1>", "options": ["10%.", "9%.", "11%", "7%", "13%", "14%", "6%", "8%.", "12%"], "answer": "H", "answer_idx": 7, "n_options": 9, "chance": 0.111111, "capability": "knowledge", "task_class": "Adaptation", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 729.696363, "attack_pct": 0.7804472699109333, "license": "unknown", "selection_order": 6033, "video": "videos/7850b4b3961a6a716aca01b0e4f150cdb155e431d91cb1f30b5235d1f22ed26c.mp4", "video_id": "7850b4b3961a6a716aca01b0e4f150cdb155e431d91cb1f30b5235d1f22ed26c"}
{"item_id": "HLV-1K_3497", "benchmark": "HLV-1K", "question": "How does the background of the man on the left change from the beginning to the end of the video (from 316.0 to 4001.0 seconds)?", "options": ["It changes from a kitchen setting to a living room setting.", "It changes from a modern interior setting to a kitchen setting.", "It changes from a cluttered room to a kitchen setting.", "It remains the same throughout the video."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "attribute-change", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 4002.818322, "attack_pct": 0.6844746353427134, "license": "MIT", "selection_order": 6034, "video": "videos/4858b7c0e5f5afa59f89f6351e1a51f61a82f98a731ccc8e50ec49013a75eb08.mp4", "video_id": "4858b7c0e5f5afa59f89f6351e1a51f61a82f98a731ccc8e50ec49013a75eb08"}
{"item_id": "S-EMBER_772", "benchmark": "S-EMBER", "question": "After tapping \"Food\" the first time, what did I tap next?", "options": ["You tapped the back arrow to return to the main menu.", "You scrolled through the food options and tapped \"Cinnamon Roll\".", "You tapped \"Maple Waffle Sandwich\" from the list of options.", "You returned to the main menu and tapped on \"Rewards\".", "You selected the \"Cold Coffee\" option from the drink menu."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "sequential_action", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.083333, "attack_pct": 0.2514441073964115, "license": "CC-BY-NC-4.0", "selection_order": 6040, "video": "videos/86d4a896df29b54137f64751413768901f7b259729ed3f809da0d0f754dc5570.mp4", "video_id": "86d4a896df29b54137f64751413768901f7b259729ed3f809da0d0f754dc5570"}
{"item_id": "5168", "benchmark": "LVBench", "question": "Who is the man wearing a black hat with \"2024\" on it during the APC Primary Election?", "options": ["Abiola Oladapo", "Sanwo-Olu", "Jimh Ibrahim", "Peter Odili"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "key information retrieval", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3675.022222, "attack_pct": 0.4547808829224216, "license": "CC-BY-NC-SA-4.0", "selection_order": 6041, "video": "videos/c96b1a76d3625662efddf72e383a71b4a18db6929818b66c4bee68e4a7b2fb59.mp4", "video_id": "c96b1a76d3625662efddf72e383a71b4a18db6929818b66c4bee68e4a7b2fb59"}
{"item_id": "LongVideoBench_566", "benchmark": "LongVideoBench", "question": "Which of the following scenario sequences is correct?", "options": ["First appears the scene of a wine-red background wall projecting a white screen, with an empty stage in the middle and a woman speaking on the right, and an audience seated below. Then, the video shifts to the projector screen with a white background and black figures, showing an elderly man in a black suit with a red tie at the top right. Finally, the scene shows a blonde woman in a black suit looking at a computer screen and speaking, set against a wine-red wall corner.", "First appears the scene of a blonde woman in a black suit looking at a computer screen and speaking, set against a wine-red wall. Then, the video shows a wine-red background wall projecting a white screen, with an empty stage in the middle and a woman speaking on the right, and an audience seated below. Finally, the video shifts to the projector screen with a white background and black figures, showing an elderly man in a black suit with a red tie at the top right.", "First appears the scene of a projector screen with a white background and black figures, showing an elderly man in a black suit with a red tie positioned at the top right. Then, the scene shows a blonde woman in a black suit looking at a computer screen and speaking, set against a wine-red wall corner. Finally, the video shows a wine-red background wall projecting a white screen, with an empty stage in the middle and a woman speaking on the right, and an audience seated below.", "First appears the scene of a blonde woman in a black suit looking at a computer screen and speaking, set against a wine-red wall. Then, the video shifts to a projector screen with a white background and black figures, showing an elderly man in a black suit with a red tie positioned at the top right. Finally, a scene appears with a wine-red background wall projecting a white screen, with an empty stage in the middle and a woman speaking on the right, and an audience seated below.", "First appears the scene of a projector screen with a white background and black figures, showing an elderly man in a black suit with a red tie positioned at the top right. Then, the video shows a wine-red background wall projecting a white screen, with an empty stage in the middle and a woman speaking on the right, and an audience seated below. Finally, a blonde woman in a black suit looking at a computer screen and speaking, set against a wine-red wall corner appears."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "SSS", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 1652.817833, "attack_pct": 0.9618723376791016, "license": "CC-BY-NC-SA-4.0", "selection_order": 6047, "video": "videos/76b5591b30a7c8dd00bbcac6aee6d7a8eb58d75967ab3a9ee37d530e23778bfe.mp4", "video_id": "76b5591b30a7c8dd00bbcac6aee6d7a8eb58d75967ab3a9ee37d530e23778bfe"}
{"item_id": "V2P-Bench_1113", "benchmark": "V2P-Bench", "question": "What is the role of the people marked with a red dot after the game starts?", "options": ["The home team's coach.", "Coach of the purple team.", "Substitutes for the white team.", "Scorekeeper."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "2", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 1918.966712, "attack_pct": 0.9135310442752032, "license": "CC-BY-NC-4.0", "selection_order": 6048, "video": "videos/1f478d7fe6d5609c97d72fcdd0fefc1e0e739b1e128c8a36d66c6a07cfc1899d.mp4", "video_id": "1f478d7fe6d5609c97d72fcdd0fefc1e0e739b1e128c8a36d66c6a07cfc1899d"}
{"item_id": "S-EMBER_4203", "benchmark": "S-EMBER", "question": "What’s the best way to get back to the nail tips display I just passed?", "options": ["Head back to the pillows and bedding aisle, as the nail tips are hanging on a small endcap next to the sheet sets.", "Walk back down the aisle you came from, as the nail tips display is located in the same aisle with colorful packaging.", "Retrace your steps down the aisle you just passed, finding the nail tips display in the section right before the household items.", "Turn around and walk back past the 'Everyday Low Price!' display of heaters until you reach the nail tips on your left.", "Turn right to reach the end of your current aisle, then cross diagonally left to the nail tips display at Aisle 16."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "spatial_aware_reasoning", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.2545904866399897, "license": "CC-BY-NC-4.0", "selection_order": 6054, "video": "videos/785e41c6fdfa58a073d143bf6000528fe6369cafa58a6d72c60ae8255baff926.mp4", "video_id": "785e41c6fdfa58a073d143bf6000528fe6369cafa58a6d72c60ae8255baff926"}
{"item_id": "MLVU_670", "benchmark": "MLVU", "question": "In this video, how many instances are there of the 'zumba' action scene in total?\n(A) 4\n(B) 5\n(C) 6\n(D) 3\n", "options": ["4", "5", "6", "3"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "count", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 6980.266667, "attack_pct": 0.8260455660255582, "license": "CC-BY-NC-SA-4.0", "selection_order": 6055, "video": "videos/eb5757d5d70f1d6f478e7a949fdae1e40d9cf7e1c7efb38632106b9ae11bf12c.mp4", "video_id": "eb5757d5d70f1d6f478e7a949fdae1e40d9cf7e1c7efb38632106b9ae11bf12c"}
{"item_id": "S-EMBER_5653", "benchmark": "S-EMBER", "question": "What colour was the large bowl right behind me?", "options": ["It was brown.", "It was green.", "It was yellow.", "It was white.", "It was red."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "egocentric", "task_class": "visual_detail_recall", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 602.0, "attack_pct": 0.4510052278301278, "license": "CC-BY-NC-4.0", "selection_order": 6061, "video": "videos/03797c3ad64d545580245f2344ff0635c7dbe1182d89ed96ba736dc674936b58.mp4", "video_id": "03797c3ad64d545580245f2344ff0635c7dbe1182d89ed96ba736dc674936b58"}
{"item_id": "HLV-1K_7929", "benchmark": "HLV-1K", "question": "What is written on the woman's t-shirt in the frame captured at 1876.0 seconds into the video?", "options": ["LOVE.", "COOL.", "HAPPY.", "SMILE."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object understanding", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 2910.064036, "attack_pct": 0.6890005808700141, "license": "MIT", "selection_order": 6062, "video": "videos/b570b99132d95c38ecf78785946349cc757ec9d7e69300e6072f9c5a42eb0552.mp4", "video_id": "b570b99132d95c38ecf78785946349cc757ec9d7e69300e6072f9c5a42eb0552"}
{"item_id": "S-EMBER_4821", "benchmark": "S-EMBER", "question": "How many artificial plants did I pick up and arrange in front of the terracotta pot?", "options": ["One", "Five", "Two", "Three", "Seven"], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.333333, "attack_pct": 0.2591729056408932, "license": "CC-BY-NC-4.0", "selection_order": 6068, "video": "videos/3a085b917f22fef08683c4190e09b43d57e62c729173d3d276ee6fcf6e73f679.mp4", "video_id": "3a085b917f22fef08683c4190e09b43d57e62c729173d3d276ee6fcf6e73f679"}
{"item_id": "ScaleLong_939", "benchmark": "ScaleLong", "question": "Why were some odd-shaped foods brought to the table as part of the game in the program?", "options": ["To test the participants' ability to identify the origin of the foods", "To test the participants' ability to match the foods with their names", "To test the participants' ability to guess the ingredients of the foodsTo test the participants' ability to guess the ingredients of the foods", "To test the participants' ability to distinguish different tastes."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Video Event", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3960.527194, "attack_pct": 0.5688008261262424, "license": "unknown", "selection_order": 6069, "video": "videos/f70df442288394f775a1d47ee80bb05417b24e58f91b641bdd696daf9bd07813.mp4", "video_id": "f70df442288394f775a1d47ee80bb05417b24e58f91b641bdd696daf9bd07813"}
{"item_id": "StreamingBench_599", "benchmark": "StreamingBench", "question": "What is the person doing right now?", "options": ["Cutting off the top portion of the paper.", "Folding the paper along the edge of the design.", "Lifting a pair of black-handled scissors.", "Aligning the ruler with the grid lines on the cutting mat."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Action Perception", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 601.071746, "attack_pct": 0.8603330321414742, "license": "unknown", "selection_order": 6075, "video": "videos/24e89eecdbea079631c8aaca0d6489ded998e50a23a7042ccd55bb3d19588765.mp4", "video_id": "24e89eecdbea079631c8aaca0d6489ded998e50a23a7042ccd55bb3d19588765"}
{"item_id": "Video-MME_2243", "benchmark": "Video-MME", "question": "Why did Pau Gasol say he was willing to break his leg?", "options": ["He is physically and mentally exhausted as the Spanish talisman.", "Because in doing so, opponents will slack off because he's unavailable.", "Because the whole Spanish team will go all out for it and win the title.", "Because his teammates can then take the field in name only."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Object Reasoning", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 3350.500136, "attack_pct": 0.7974699883825997, "license": "unknown", "selection_order": 6076, "video": "videos/72792754920ceced76c489c6cc429d76e05ec35cb473454559ba1c8a5c295f2f.mp4", "video_id": "72792754920ceced76c489c6cc429d76e05ec35cb473454559ba1c8a5c295f2f"}
{"item_id": "S-EMBER_7869", "benchmark": "S-EMBER", "question": "How long was I holding the Skout's Honor laundry booster?", "options": ["You held the Skout's Honor laundry booster for about half a minute.", "You held the Skout's Honor laundry booster for about 5 minutes and 18 seconds.", "You held the Skout's Honor laundry booster for approximately 70 seconds.", "You were holding the Skout's Honor laundry booster for roughly 64 seconds.", "You were holding the Skout's Honor laundry booster for approximately 10 seconds."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.166667, "attack_pct": 0.2604153220601523, "license": "CC-BY-NC-4.0", "selection_order": 6082, "video": "videos/01ed5a48e045287a091fb6dbf0f6ea2498af270ce4456feb0f030d9e406db624.mp4", "video_id": "01ed5a48e045287a091fb6dbf0f6ea2498af270ce4456feb0f030d9e406db624"}
{"item_id": "ScaleLong_1123", "benchmark": "ScaleLong", "question": "What did the workers use to light the fuse for the explosives?", "options": ["The worker used a lighter to light the fuse.", "The worker uses a torch to light the fuse.", "The worker used a match to light the fuse.", "The worker used a cigarette to light the fuse."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Shot", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2636.741995, "attack_pct": 0.6671856847812057, "license": "unknown", "selection_order": 6083, "video": "videos/9821757b963fa6ff953f63cd2b99f42c45f41475c08cca9144ff2b1c14e77a43.mp4", "video_id": "9821757b963fa6ff953f63cd2b99f42c45f41475c08cca9144ff2b1c14e77a43"}
{"item_id": "Video-MME-v2_1804", "benchmark": "Video-MME-v2", "question": "Why does VLM reasoning require multi-image understanding?", "options": ["In certain scenarios, the reasoning tasks encompass key reasoning components such as cross-image reasoning, referential reasoning, comparative reasoning, temporal understanding in videos, and other forms of integrative reasoning, placing extremely high demands on the model's multi-image comprehension ability-making it a critically important component.", "The reasoning scenarios require the integration of three types of information: cross-image reasoning, referential reasoning, and temporal understanding in videos.", "The reasoning scenarios include only three core capabilities: cross-image reasoning, referential reasoning, and comparative reasoning.", "The key to the reasoning scenarios lies in the combination of comparative reasoning and temporal understanding in videos.", "The reasoning scenarios focus on two aspects: cross-image reasoning and referential reasoning.", "The reasoning scenarios involve cross-image reasoning, referential reasoning, comparative reasoning, and temporal understanding in videos.", "The reasoning scenarios primarily make judgments based on cross-image reasoning, comparative reasoning, and temporal understanding in videos.", "I cannot confirm."], "answer": "F", "answer_idx": 5, "n_options": 8, "chance": 0.125, "capability": "hallucination", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 652.921905, "attack_pct": 0.9967890796437332, "license": "MIT", "selection_order": 6089, "video": "videos/b19f0fb7ab017e5ffdd09ef6c594700abe2694a92a3ba1691351f521883d6b0b.mp4", "video_id": "b19f0fb7ab017e5ffdd09ef6c594700abe2694a92a3ba1691351f521883d6b0b"}
{"item_id": "HLV-1K_9516", "benchmark": "HLV-1K", "question": "Which group of participants is faster in engaging in the discussion in the video from 150.0 to 6196.0 seconds?", "options": ["The group of six men.", "The group of five men and two women.", "The group of seven men.", "The group of five men."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "speed", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 6248.187937, "attack_pct": 0.690718987995353, "license": "MIT", "selection_order": 6090, "video": "videos/31da06e837371e7b168509cf08e57a9924c9a8846c3a232e1177dbad267d3e12.mp4", "video_id": "31da06e837371e7b168509cf08e57a9924c9a8846c3a232e1177dbad267d3e12"}
{"item_id": "S-EMBER_4489", "benchmark": "S-EMBER", "question": "Where did I place the blue sticker after removing it from my drink?", "options": ["You placed the blue sticker on the table next to your drink.", "You placed the blue sticker on your right leg.", "You placed the blue sticker into the brown paper bag.", "You placed the blue sticker on the blanket in your lap.", "You stuck the blue sticker onto the paper receipt."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "location_trace", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.2624080289144185, "license": "CC-BY-NC-4.0", "selection_order": 6096, "video": "videos/e9d42d6732b858351ca2b11d63291f7b7442e9387049dc18ddc47785b8da40e1.mp4", "video_id": "e9d42d6732b858351ca2b11d63291f7b7442e9387049dc18ddc47785b8da40e1"}
{"item_id": "V2P-Bench_184", "benchmark": "V2P-Bench", "question": "What's the date on the screen when the person outlined comes on stage?", "options": ["8.24.2024", "8.30.2018", "9.23.2024", "9.3.2019"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "17", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2450.216884, "attack_pct": 0.9115141345036788, "license": "CC-BY-NC-4.0", "selection_order": 6097, "video": "videos/46d586a3458cfb08dd0d55a5ef32b82b31f5959fc431d6154ba328de1d2b5ed5.mp4", "video_id": "46d586a3458cfb08dd0d55a5ef32b82b31f5959fc431d6154ba328de1d2b5ed5"}
{"item_id": "new_Literature_5:Adaptation", "benchmark": "VideoMMMU", "question": "<image 1>Analyze the following passage about the novel Lord of the Flies\nby William Golding, and determine which type of literary criticism does it belong to.", "options": ["New Criticism", "Psychoanalytical Criticism", "Historical Criticism", "Biographical Criticism", "Reader-Response Criticism", "Deconstructionism", "Theological Criticism", "Marxist Criticism", "Feminist and Gender Studies Criticism", "Formalist Criticism"], "answer": "C", "answer_idx": 2, "n_options": 10, "chance": 0.1, "capability": "knowledge", "task_class": "Adaptation", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 879.48, "attack_pct": 0.8211001032657803, "license": "unknown", "selection_order": 6103, "video": "videos/4f33a0f03ba489dc59cac11b4c64efc767b4a349226acf3fbfd659d8f4386517.mp4", "video_id": "4f33a0f03ba489dc59cac11b4c64efc767b4a349226acf3fbfd659d8f4386517"}
{"item_id": "3628", "benchmark": "LVBench", "question": "Which player is responsible for the first throw-in?", "options": ["Player 7", "Player 4", "Player 5", "Player 8"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "key information retrieval", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 6020.4, "attack_pct": 0.7948480056796179, "license": "CC-BY-NC-SA-4.0", "selection_order": 6104, "video": "videos/a8675978ebd444540088453100f726800c19f08646cd982fc9adc6f4a72712e0.mp4", "video_id": "a8675978ebd444540088453100f726800c19f08646cd982fc9adc6f4a72712e0"}
{"item_id": "S-EMBER_6140", "benchmark": "S-EMBER", "question": "Where did I place the scissors after I finished cutting the paper?", "options": ["On the desk, off-screen to the right.", "In the small basket on your left.", "They are no longer visible in the frame.", "Right next to the remaining sheets of paper.", "On the table next to the coloring supplies."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "location_trace", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.2641990447915322, "license": "CC-BY-NC-4.0", "selection_order": 6110, "video": "videos/b20fd966fc8ceabec65cb2bdd71b0ca045e316d602df9ed3cb18b877b0304bcb.mp4", "video_id": "b20fd966fc8ceabec65cb2bdd71b0ca045e316d602df9ed3cb18b877b0304bcb"}
{"item_id": "V2P-Bench_1094", "benchmark": "V2P-Bench", "question": "What does the selected people do at the beginning of the video?", "options": ["Destroys the city.", "Fights with Batman.", "Hurt people.", "Hosts a charity event."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "11", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 1819.492426, "attack_pct": 0.8739431392797212, "license": "CC-BY-NC-4.0", "selection_order": 6111, "video": "videos/b91cdb8cd91abe8fa810fa722f055faf32c34823237deaa2df8b1c454cac02c0.mp4", "video_id": "b91cdb8cd91abe8fa810fa722f055faf32c34823237deaa2df8b1c454cac02c0"}
{"item_id": "S-EMBER_3766", "benchmark": "S-EMBER", "question": "How many times have I sharpened the colored pencils so far?", "options": ["You have sharpened the colored pencils two times so far.", "The exact number of times cannot be determined from the video.", "You have sharpened the colored pencils only once so far.", "You have sharpened the colored pencils a total of four times.", "You have sharpened the colored pencils exactly three times."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 1199.916667, "attack_pct": 0.4573141215954563, "license": "CC-BY-NC-4.0", "selection_order": 6117, "video": "videos/69e57141fd8f72d379f2bcbb95b27a58678a4dd1d03e78e5006a9b3ee510e690.mp4", "video_id": "69e57141fd8f72d379f2bcbb95b27a58678a4dd1d03e78e5006a9b3ee510e690"}
{"item_id": "HLV-1K_4021", "benchmark": "HLV-1K", "question": "What is the man wearing while engaging with the camera in the well-lit room filled with various LEGO creations and organized storage units from 49.0 to 7019.0 seconds?", "options": ["A yellow shirt and dark jacket.", "A blue plaid shirt.", "A checkered shirt and glasses.", "A black apron."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "character-understanding", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 7023.734422, "attack_pct": 0.7090647992771395, "license": "MIT", "selection_order": 6118, "video": "videos/dcda146f45de80ea62666d7490c7ab0ecf5905b42d331adcfb865d7f01b3ca94.mp4", "video_id": "dcda146f45de80ea62666d7490c7ab0ecf5905b42d331adcfb865d7f01b3ca94"}
{"item_id": "S-EMBER_6376", "benchmark": "S-EMBER", "question": "How long was the woman's hand touching the purple watch?", "options": ["The woman's hand touched the purple watch for about 5 seconds.", "The woman's hand touched the purple watch for less than 1 second.", "The woman's hand touched the purple watch for about 2 seconds.", "The woman's hand touched the purple watch for about 10 seconds.", "The woman's hand touched the purple watch for about 3 seconds."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.2644249386859429, "license": "CC-BY-NC-4.0", "selection_order": 6124, "video": "videos/6449e3631acf079f02d6ffdd1b50d8305ba5571238176087e49a02757cfd67ea.mp4", "video_id": "6449e3631acf079f02d6ffdd1b50d8305ba5571238176087e49a02757cfd67ea"}
{"item_id": "Video-MME_2696", "benchmark": "Video-MME", "question": "How many questions did the man in the pink shirt ask Miranda in the video?", "options": ["8.", "9.", "7.", "6."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "Counting Problem", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2527.979683, "attack_pct": 0.6108493610429844, "license": "unknown", "selection_order": 6125, "video": "videos/29782e3536dc49670c924a3c965df4c533ca6ae30d622acaf0937e02246b31c9.mp4", "video_id": "29782e3536dc49670c924a3c965df4c533ca6ae30d622acaf0937e02246b31c9"}
{"item_id": "validation_Materials_17:Comprehension", "benchmark": "VideoMMMU", "question": "If the gauge length was increased to 300 mm (keeping all other conditions the same), what would be the percentage elongation at fracture?", "options": ["28%", "37.33%", "18.67%", "56%", "15%", "23.33%", "42%", "19.33%", "25%", "33.33%"], "answer": "C", "answer_idx": 2, "n_options": 10, "chance": 0.1, "capability": "knowledge", "task_class": "Comprehension", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 780.933333, "attack_pct": 0.8236978830515038, "license": "unknown", "selection_order": 6131, "video": "videos/51ac22f6d028e0e40cb76da9ddaf2be11c6321856bbdadf5f8b19d0eb8dd2cb9.mp4", "video_id": "51ac22f6d028e0e40cb76da9ddaf2be11c6321856bbdadf5f8b19d0eb8dd2cb9"}
{"item_id": "ScaleLong_112", "benchmark": "ScaleLong", "question": "What was the order of the leading players in the first ten minutes of the match?", "options": ["The Malaysian player maintained the lead throughout.", "The Danish player took the lead first, followed by the Malaysian player taking the lead.", "The Danish player maintained the lead throughout.", "The Malaysian player took the lead first, followed by the Danish player taking the lead."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Event", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 5180.2, "attack_pct": 0.5429279075771266, "license": "unknown", "selection_order": 6132, "video": "videos/197c89f284eac9786ed2dc08926cad334b364a1a043d5a985d62990fa898144c.mp4", "video_id": "197c89f284eac9786ed2dc08926cad334b364a1a043d5a985d62990fa898144c"}
{"item_id": "S-EMBER_4369", "benchmark": "S-EMBER", "question": "How long did it take me to fasten the screw on the left plank?", "options": ["It took about 20 seconds to fasten the screw on the left.", "It took approximately 10 seconds to fully fasten the screw.", "It took around 32 seconds to tighten the screw.", "It took about 1 minute and 30 seconds to fasten the screw.", "It took approximately 17 seconds to fasten the screw."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.2686443139279721, "license": "CC-BY-NC-4.0", "selection_order": 6138, "video": "videos/4295cae88e0118f0abef4111028e00f94cd7cded849399c5052a78a044810687.mp4", "video_id": "4295cae88e0118f0abef4111028e00f94cd7cded849399c5052a78a044810687"}
{"item_id": "Video-MME_2105", "benchmark": "Video-MME", "question": "In the early part of the video, the man whose window was smashed by Wayne, and the woman wearing a pattern with white triangles, who is chatting with Wayne's father in the middle part of the video, what is their relationship?", "options": ["Siblings.", "Friends.", "Ex-Couple.", "Couple."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Object Reasoning", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2104.56381, "attack_pct": 0.7834242287337033, "license": "unknown", "selection_order": 6139, "video": "videos/6b5dca03919f7349b09b71a119d1bb3273e97164c47384a69d1fe104fec99f7f.mp4", "video_id": "6b5dca03919f7349b09b71a119d1bb3273e97164c47384a69d1fe104fec99f7f"}
{"item_id": "S-EMBER_1436", "benchmark": "S-EMBER", "question": "What color shirt was the woman sitting on desk in the other room wearing?", "options": ["A white shirt.", "A gray shirt.", "A red shirt.", "A blue shirt.", "A black shirt."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "visual_detail_recall", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 600.083333, "attack_pct": 0.4793791144959339, "license": "CC-BY-NC-4.0", "selection_order": 6145, "video": "videos/b56e9bc655a43ad092a05060a4b1136834e3ff5b743c447ee3ae821bead7da42.mp4", "video_id": "b56e9bc655a43ad092a05060a4b1136834e3ff5b743c447ee3ae821bead7da42"}
{"item_id": "HLV-1K_8148", "benchmark": "HLV-1K", "question": "In the video event from 1.0 to 2957.0 seconds, what is the camera movement when the scene transitions to a rooftop evening gathering with string lights and tables set up?", "options": ["The camera moves closer to the characters.", "The camera zooms out to show the entire setting.", "The camera pans left to right.", "The camera remains static."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "camera-direction", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 2974.61551, "attack_pct": 0.7124693429714728, "license": "MIT", "selection_order": 6146, "video": "videos/540736fdaf5ac29982f87c2e069316a4b515c18d0c06eacdde5d0f52247d91ad.mp4", "video_id": "540736fdaf5ac29982f87c2e069316a4b515c18d0c06eacdde5d0f52247d91ad"}
{"item_id": "S-EMBER_3910", "benchmark": "S-EMBER", "question": "What color was the luggage in the overhead compartment to my immediate left?", "options": ["The color of the luggage is not clearly visible.", "The luggage in the compartment was dark gray.", "The luggage in the compartment was entirely black.", "The luggage in the compartment was light purple.", "The luggage in the compartment was dark blue."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "visual_detail_recall", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.083333, "attack_pct": 0.2694994836710985, "license": "CC-BY-NC-4.0", "selection_order": 6152, "video": "videos/78fd0316d294d4dc36d70b1d5f0481a5995d7662a96ec0cd172c94bdf3fe6e33.mp4", "video_id": "78fd0316d294d4dc36d70b1d5f0481a5995d7662a96ec0cd172c94bdf3fe6e33"}
{"item_id": "HLV-1K_8638", "benchmark": "HLV-1K", "question": "How does the camera movement change from the initial frames to the later frames between 16.0 seconds and 6343.0 seconds?", "options": ["The camera zooms in on the logos and then zooms out to show the group discussions.", "The camera remains static throughout the entire video.", "The camera pans from left to right across the group of men.", "The camera moves closer to the group of men and then zooms out to show the entire setting."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "camera-direction", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 6347.662222, "attack_pct": 0.4258099909642442, "license": "MIT", "selection_order": 6153, "video": "videos/6d390cead5937d8616544acf9ba662ec849e6a940a32310dbdbae65cc78d7cd6.mp4", "video_id": "6d390cead5937d8616544acf9ba662ec849e6a940a32310dbdbae65cc78d7cd6"}
{"item_id": "validation_Physics_19:Comprehension", "benchmark": "VideoMMMU", "question": "For the graph labeled as 2 in the video, if the green curve is the original curve, what changes of intensity and frequency would lead to the yellow curve?", "options": ["Intensity I increases, frequency f stays the same", "Intensity I increases, frequency f increases", "Intensity I increases, frequency f decreases", "Intensity I decreases, frequency f stays the same", "Intensity I decreases, frequency f increases", "Intensity I decreases, frequency f decreases", "Intensity I stays the same, frequency f increases", "Intensity I stays the same, frequency f decreases"], "answer": "E", "answer_idx": 4, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "Comprehension", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 639.5, "attack_pct": 0.8527171808441978, "license": "unknown", "selection_order": 6159, "video": "videos/a0bf576c7a7a28a3d0b2ca860937409f1b4f5c310e6e234197b6f0284623aba7.mp4", "video_id": "a0bf576c7a7a28a3d0b2ca860937409f1b4f5c310e6e234197b6f0284623aba7"}
{"item_id": "Video-MME_2307", "benchmark": "Video-MME", "question": "In the opening section of the video, what is the sequence in which the pairs of men's 10m platform divers appear?", "options": ["China, UK, Korea, Ukraine, Brazil.", "China, Ukraine, Korea, UK.", "China, UK, Germany, Ukraine.", "China, Ukraine, Korea, UK, Brazil."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Temporal Reasoning", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 2302.722902, "attack_pct": 0.8047308635600878, "license": "unknown", "selection_order": 6160, "video": "videos/07682971a131adbce42851753a5aab7643d7e78d65a53cf23cf279f6be2cc670.mp4", "video_id": "07682971a131adbce42851753a5aab7643d7e78d65a53cf23cf279f6be2cc670"}
{"item_id": "S-EMBER_2562", "benchmark": "S-EMBER", "question": "What was the name brand written on the red refrigerator?", "options": ["Frigidaire", "SMEG", "No brand", "Whirlpool", "Galanz"], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "visual_detail_recall", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.25, "attack_pct": 0.2728072156963986, "license": "CC-BY-NC-4.0", "selection_order": 6166, "video": "videos/99ad6f441261cca7df34fca6f66501467b55fa8b45d4523d10df85282c288228.mp4", "video_id": "99ad6f441261cca7df34fca6f66501467b55fa8b45d4523d10df85282c288228"}
{"item_id": "VideoEval-Pro_1110", "benchmark": "VideoEval-Pro", "question": "What color are the cows eating hay from the stall at the farm outdoors on a summer sunny day?", "options": ["Brown", "Spotted", "White", "Black"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 7421.88, "attack_pct": 0.8222618432941784, "license": "unknown", "selection_order": 6167, "video": "videos/2485384b4ab06f135ff0d03f0a1118664db1c32652ad0c0181944b2b4f514743.mp4", "video_id": "2485384b4ab06f135ff0d03f0a1118664db1c32652ad0c0181944b2b4f514743"}
{"item_id": "S-EMBER_720", "benchmark": "S-EMBER", "question": "How does the topic of this book compare to the topic of the first book I briefly pulled out earlier?", "options": ["This book focuses on career guidance and professional development, exactly like the first book pulled out.", "This book is a personal development guide, while the first one was an exam preparation guide.", "This book is about pharmacy resumes, while the first one was an exam guide for SQL implementation.", "This book is a professional pilot's career guide, whereas the first one was about medieval history.", "This book is a broad career-advice guide, while the first one was about building a career in journalism."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "object_comparison", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 600.083333, "attack_pct": 0.4894959339099006, "license": "CC-BY-NC-4.0", "selection_order": 6173, "video": "videos/74d16b0acfafbcd389e2971d0de88b5b04bc162de0d242cd031fcedc7a4cf191.mp4", "video_id": "74d16b0acfafbcd389e2971d0de88b5b04bc162de0d242cd031fcedc7a4cf191"}
{"item_id": "HLV-1K_7969", "benchmark": "HLV-1K", "question": "What is the person wearing while holding a microphone and engaging with an unseen audience against a uniform red background?", "options": ["Blue clothing and a blue face mask.", "Black shirt and gray pants.", "Black jacket and a hat.", "Purple t-shirt and blue jeans."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "character-understanding", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 10235.05415, "attack_pct": 0.717100167806893, "license": "MIT", "selection_order": 6174, "video": "videos/bee1a935fb987a30c44865bca76c86cc3bbaeb160414975244b62e799f264e22.mp4", "video_id": "bee1a935fb987a30c44865bca76c86cc3bbaeb160414975244b62e799f264e22"}
{"item_id": "S-EMBER_2459", "benchmark": "S-EMBER", "question": "How much time did I spend using the paper cutter?", "options": ["You spent approximately 10 minutes in total.", "You spent roughly 20 to 30 seconds.", "You spent approximately 7 seconds doing this.", "You spent roughly 1 minute on this task.", "You spent about 1 minute and 30 seconds."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.2765667355105202, "license": "CC-BY-NC-4.0", "selection_order": 6180, "video": "videos/249c8f3aba4f6466ff0a8dc85048dc2891f8d6f93d2a3489146eabe43c084264.mp4", "video_id": "249c8f3aba4f6466ff0a8dc85048dc2891f8d6f93d2a3489146eabe43c084264"}
{"item_id": "validation_Manage_4:Adaptation", "benchmark": "VideoMMMU", "question": "Room registrations in the Toronto Towers Plaza Hotel have been recorded for the past 9 years. To project future occupancy, management would like to determine the mathematical trend of guest registration. This estimate will help the hotel determine whether future expansion will be needed. Given the following time-series data, develop a regression equation relating registrations to time (e.g., a trend equation). Then forecast year 11 registrations. Room registrations are in the thousands: <image 1>", "options": ["27040", "27080", "27050", "27030", "27010", "27070", "27060", "27020", "27100", "27090"], "answer": "D", "answer_idx": 3, "n_options": 10, "chance": 0.1, "capability": "knowledge", "task_class": "Adaptation", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 948.833333, "attack_pct": 0.8648993158642055, "license": "unknown", "selection_order": 6187, "video": "videos/7f3458a4ca0b5ec45f7fde9a0ead416c784fb55497016f6a388052acfb27d41e.mp4", "video_id": "7f3458a4ca0b5ec45f7fde9a0ead416c784fb55497016f6a388052acfb27d41e"}
{"item_id": "4169", "benchmark": "LVBench", "question": "Which country's flag is being waved at the beginning of the video?", "options": ["Italy", "China", "Brazil", "Japan"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "key information retrieval", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 7108.88, "attack_pct": 0.8934587582289919, "license": "CC-BY-NC-SA-4.0", "selection_order": 6188, "video": "videos/55889f806bfd660411949d0d61c6596106f05a01fae4a0516340e291f8a468d0.mp4", "video_id": "55889f806bfd660411949d0d61c6596106f05a01fae4a0516340e291f8a468d0"}
{"item_id": "S-EMBER_6267", "benchmark": "S-EMBER", "question": "From where I am now, how do I get back to the entrance I originally came through?", "options": ["Turn right, walk past the display cases in the middle of the store, and go straight out the glass doors.", "Turn around, walk back through the low, trapezoid-shaped doorway, and follow the brick path straight ahead.", "Follow the path back through the archway, walk past the hanging bells, and continue towards the main building.", "Turn around, exit the current building, and walk back across the outdoor courtyard towards the large dome structure.", "Go straight through the archway visible in the background, which leads to the outdoor area with trees and cacti."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "egocentric", "task_class": "spatial_aware_reasoning", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.2795436943332903, "license": "CC-BY-NC-4.0", "selection_order": 6194, "video": "videos/5ba7de77545553114c157d84cb6ba573885c19a85febe16c7c402b171ec4111f.mp4", "video_id": "5ba7de77545553114c157d84cb6ba573885c19a85febe16c7c402b171ec4111f"}
{"item_id": "VideoOdyssey_889", "benchmark": "VideoOdyssey", "question": "Please describe the last photo taken by the photographer of the bride and bridesmaids wearing robes.", "options": ["The bride and bridesmaids are hugging shoulders and sticking out their feet.", "The bride and bridesmaids are showing off their slippers (with no one's face visible).", "The bride and bridesmaids are taking a selfie.", "The bride and bridesmaids are looking at each other and laughing."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "V/Captioning", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 9730.670295, "attack_pct": 0.2201255324641796, "license": "CC-BY-NC-SA-4.0", "selection_order": 6195, "video": "videos/a8d906be42e9c07670fffe47ca601ac9b105a441c7ef95b546d2b42933c37b25.mp4", "video_id": "a8d906be42e9c07670fffe47ca601ac9b105a441c7ef95b546d2b42933c37b25"}
{"item_id": "S-EMBER_2631", "benchmark": "S-EMBER", "question": "How long was my finger on the woman's sheet of paper the first time I touched it?", "options": ["0.5 seconds.", "1 second.", "5 seconds.", "2 seconds.", "33 seconds."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 600.25, "attack_pct": 0.504945462759778, "license": "CC-BY-NC-4.0", "selection_order": 6201, "video": "videos/fd23518ebc54ae9d87feb6f6d2b04f0036f887030d6885fb6dea9195e059c811.mp4", "video_id": "fd23518ebc54ae9d87feb6f6d2b04f0036f887030d6885fb6dea9195e059c811"}
{"item_id": "HLV-1K_2836", "benchmark": "HLV-1K", "question": "What happens after the scene transitions indoors showcasing colorful furniture and walls enhanced by text overlays in Portuguese like 'DIFÍCIL DE FOCAR' and 'DESCANCELADOS'?", "options": ["The event concludes with a scene showing a well-maintained pool area adorned with stylish outdoor furniture, modern architecture, and lush greenery.", "The scene transitions to a vibrant and lively outdoor setting centered around a swimming pool.", "The scene shifts to focus on a similar swimming pool area with a vibrant yellow building featuring a spiral staircase.", "The scene transitions to an indoor recreational space, a pool is seen in the background with pillows, décor items, and futuristic equipment."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal-relationship", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 1800.661043, "attack_pct": 0.7171727765586678, "license": "MIT", "selection_order": 6202, "video": "videos/5db8bf0dfe36bb9b24fe0f85dd60b2c89e10dec0e5f3d3fd3433462dbc2407cc.mp4", "video_id": "5db8bf0dfe36bb9b24fe0f85dd60b2c89e10dec0e5f3d3fd3433462dbc2407cc"}
{"item_id": "S-EMBER_2050", "benchmark": "S-EMBER", "question": "How do I get back to where I first touched an item on display?", "options": ["You can retrace your steps by going back along the same path you took, starting from the horse saddles and moving towards the initial display of leather goods and polo wraps.", "Turn around, exit the current aisle, and turn left. Walk past the heater bases, turn left again into the main aisle, and walk straight to the leather harnesses on your right.", "To get back, you need to retrace your steps completely back through the store, ensuring you pass the saddles and the metal hardware display to reach the horse cinches.", "Retrace your steps through the store and look for the specific section or shelf, returning the product to the exact peg or bin where you originally picked it up.", "Turn around, proceed down the aisle to the main aisle, take a left, and go to the end of the next aisle on your left to find the pony breast collar."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "spatial_aware_reasoning", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.2828110881631599, "license": "CC-BY-NC-4.0", "selection_order": 6208, "video": "videos/b38961738c20cc1b47b357ac6f18f03777369526d839c24593ef69e8dd0d05be.mp4", "video_id": "b38961738c20cc1b47b357ac6f18f03777369526d839c24593ef69e8dd0d05be"}
{"item_id": "ScaleLong_852", "benchmark": "ScaleLong", "question": "What health issue did Mark's child need treatment for?", "options": ["An asthma attack", "A high fever", "A broken arm", "A severe headache"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Video Clip", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3114.2, "attack_pct": 0.5693494255840971, "license": "unknown", "selection_order": 6209, "video": "videos/a7d25aaa5aa095fa2ed4737a542ec75f7b2512ee684cbb937a4d5b291e67afbe.mp4", "video_id": "a7d25aaa5aa095fa2ed4737a542ec75f7b2512ee684cbb937a4d5b291e67afbe"}
{"item_id": "test_Pharmacy_231:Adaptation", "benchmark": "VideoMMMU", "question": "What sort of reaction is taking place in step B of the following reaction scheme <image 1>?", "options": ["Activation", "Deprotection", "Hydrolysis", "Elimination", "Reduction", "Addition", "Substitution", "Coupling", "Oxidation", "Functionalisation"], "answer": "H", "answer_idx": 7, "n_options": 10, "chance": 0.1, "capability": "knowledge", "task_class": "Adaptation", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 775.175175, "attack_pct": 0.872531302439654, "license": "unknown", "selection_order": 6215, "video": "videos/1fb3b45ba0f53919fbbfea2290565da6409e3da1aa1e8195fbaf7a054fc38cff.mp4", "video_id": "1fb3b45ba0f53919fbbfea2290565da6409e3da1aa1e8195fbaf7a054fc38cff"}
{"item_id": "ScaleLong_1397", "benchmark": "ScaleLong", "question": "Where did the first ball in the second half go?", "options": ["The ball was taken out of the opponent's baseline by a blue team player.", "The ball was intercepted by the white team goalkeeper in the penalty area.", "The ball was directly scored into the goal by a blue team player.", "After a scramble for possession, a white team player caught the ball on the boundary."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Event", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 5952.466667, "attack_pct": 0.5527542919839938, "license": "unknown", "selection_order": 6216, "video": "videos/77405dd5b26753d85cd00c65357e64dff7ae9509250aa9f770aa4dec82aae5ac.mp4", "video_id": "77405dd5b26753d85cd00c65357e64dff7ae9509250aa9f770aa4dec82aae5ac"}
{"item_id": "S-EMBER_4", "benchmark": "S-EMBER", "question": "What did I do with the picture after closing the lid on the green marker?", "options": ["You picked up the picture and stuck it onto the refrigerator door with a magnet.", "You picked up the picture and held it up to display it to the camera.", "You continued coloring the picture using other colored markers after closing the lid.", "You picked up the picture and shook off all of the excess colored sand.", "You placed the picture flat on the table and started gathering up the markers."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "egocentric", "task_class": "sequential_action", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.2857719117077578, "license": "CC-BY-NC-4.0", "selection_order": 6222, "video": "videos/4cd2f57cfc196b63761cfe0c553d9883c7167431f9fab0e647771eb97ca2321f.mp4", "video_id": "4cd2f57cfc196b63761cfe0c553d9883c7167431f9fab0e647771eb97ca2321f"}
{"item_id": "ALLVB_4309", "benchmark": "ALLVB", "question": "What is the outcome of George and Tuna deciding to take the marijuana from Derek?", "options": ["They get arrested.", "They become popular on the beach.", "They argue with Derek.", "They refuse the deal.", "They lose the marijuana."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Action Recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 7406.482417, "attack_pct": 0.0997321543823415, "license": "CC-BY-NC-SA-4.0", "selection_order": 6223, "video": "videos/b5ab4cd75d7207e9d46e27c729b6d58350ceaaf3a0077ba44e2b001b9856fc1e.mp4", "video_id": "b5ab4cd75d7207e9d46e27c729b6d58350ceaaf3a0077ba44e2b001b9856fc1e"}
{"item_id": "S-EMBER_3092", "benchmark": "S-EMBER", "question": "How long did I look at the game rules before taking pieces out of the box?", "options": ["You spent about 30 seconds looking over the game-rules booklet before you reached into the box and began removing the pieces.", "You looked at the game rules for approximately 10 seconds before taking pieces out of the box.", "You looked at the game rules for approximately 40 seconds before taking pieces out of the box.", "You looked at the game rules for approximately 48 seconds before taking pieces out of the box.", "You looked at the game rules for approximately 6 seconds before taking pieces out of the box."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.613374532076933, "license": "CC-BY-NC-4.0", "selection_order": 6229, "video": "videos/3f41bda0fac3042577d69662245a95d7a44e74fd8a17ba605645c106aa1cb16d.mp4", "video_id": "3f41bda0fac3042577d69662245a95d7a44e74fd8a17ba605645c106aa1cb16d"}
{"item_id": "HLV-1K_2640", "benchmark": "HLV-1K", "question": "What is the central item on the tabletop at 4050.0 seconds into the video?", "options": ["A mobile phone.", "A booklet.", "A pair of earphones.", "A pixel art piece."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "descriptive-scene", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 6028.829025, "attack_pct": 0.732025300116174, "license": "MIT", "selection_order": 6230, "video": "videos/9d17cd6cc04bfb84304585c62ca70d6207925fc1f7a0c119d16cbb418e7a0e89.mp4", "video_id": "9d17cd6cc04bfb84304585c62ca70d6207925fc1f7a0c119d16cbb418e7a0e89"}
{"item_id": "S-EMBER_2747", "benchmark": "S-EMBER", "question": "How many times have I turned to look at the woman on my right so far?", "options": ["You have looked at the woman 10 times.", "You have turned to look at her 9 times.", "You have looked at the woman about 2 times.", "You have turned to look at the woman 5 times.", "You have turned to look at her exactly 1 time."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.166667, "attack_pct": 0.2976474764424938, "license": "CC-BY-NC-4.0", "selection_order": 6236, "video": "videos/30c0369ac200e9d437ca40803aed5b9b42ae5bc089f579535be7e8e618fc2ee0.mp4", "video_id": "30c0369ac200e9d437ca40803aed5b9b42ae5bc089f579535be7e8e618fc2ee0"}
{"item_id": "Video-MME_2151", "benchmark": "Video-MME", "question": "Based on the early part of the video, what can we infer as the reason for the sudden surge in popularity of crystals and gemstones?", "options": ["A whole new variety of crystals and gemstones has emerged.", "Enhanced accessibility and affordability of gemstones.", "Social media promotion.", "Growing interest in holistic wellness and alternative spirituality."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "long_video", "task_class": "Object Reasoning", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2545.975147, "attack_pct": 0.7281609009939332, "license": "unknown", "selection_order": 6237, "video": "videos/e20723ba435bee196ba2e1835af122f76580d441e262f19047921f3cd990c361.mp4", "video_id": "e20723ba435bee196ba2e1835af122f76580d441e262f19047921f3cd990c361"}
{"item_id": "validation_Diagnostics_and_Laboratory_Medicine_6:Comprehension", "benchmark": "VideoMMMU", "question": "Which one is incorrect?", "options": ["The video shows the normal radiographic anatomy of the canine thorax", "In 10:17, D means width of the heart", "In 10:05, B means the width of the chest", "In 10:10, C means the width of the chest"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Comprehension", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 866.0, "attack_pct": 0.8855444042855298, "license": "unknown", "selection_order": 6243, "video": "videos/163366962ecf959a5f135a49f6dc7648a64c520175e034354cbc78755b1e4165.mp4", "video_id": "163366962ecf959a5f135a49f6dc7648a64c520175e034354cbc78755b1e4165"}
{"item_id": "Video-MME_2291", "benchmark": "Video-MME", "question": "How many meters did they approximately complete in 25 minutes?", "options": ["5000m.", "6000m.", "7000m.", "8000m."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "Spatial Reasoning", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 2506.338685, "attack_pct": 0.8501355363366464, "license": "unknown", "selection_order": 6244, "video": "videos/31d406ed1bb3f0a0f2511becc5f6eef5415ab5a5e12774115d6e2cbfc89949e6.mp4", "video_id": "31d406ed1bb3f0a0f2511becc5f6eef5415ab5a5e12774115d6e2cbfc89949e6"}
{"item_id": "S-EMBER_2168", "benchmark": "S-EMBER", "question": "From where I am now, how do I get back to the fabric care detergent shelf that I was at?", "options": ["Walk straight ahead and turn left, walking past the checkout counter until you see the fabric care detergent shelf located on your right-hand side.", "Turn around and walk straight back toward the store’s front entrance, passing the room-spray shelves and candle display to find the shelf on the left-hand side.", "Turn around and walk past the pillar on your left, then continue past the large circular candle display with the red wreath; the shelf will be straight ahead.", "Turn around and walk past the checkout counter, the room sprays, the wallflowers, and the candles, then go straight to reach the detergent shelf.", "Turn right and walk toward the gray pillar, turn left and walk past the red candles, make a final right to reach the detergent shelf on the back wall."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "egocentric", "task_class": "spatial_aware_reasoning", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.3004792177617142, "license": "CC-BY-NC-4.0", "selection_order": 6250, "video": "videos/a2e327345229cdaab639460594ddde52f5de445c3ed6b054effe354b41752c21.mp4", "video_id": "a2e327345229cdaab639460594ddde52f5de445c3ed6b054effe354b41752c21"}
{"item_id": "HLV-1K_2720", "benchmark": "HLV-1K", "question": "What is the woman wearing while standing near the tranquil waters in the beachside scene?", "options": ["A pink swimwear.", "A blue dress.", "A black t-shirt and grey pants.", "A beige sleeveless top with a blue miniskirt."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "character-understanding", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2636.300771, "attack_pct": 0.2516619336517361, "license": "MIT", "selection_order": 6251, "video": "videos/0b60ed00ed19fd929222ab121f293687b4ab49d7f8fabd8770f2fea2cd4388aa.mp4", "video_id": "0b60ed00ed19fd929222ab121f293687b4ab49d7f8fabd8770f2fea2cd4388aa"}
{"item_id": "S-EMBER_2894", "benchmark": "S-EMBER", "question": "What was the first show highlighted on the TV before I scrolled down to select YouTube?", "options": ["Netflix", "Many Worlds, Many Lives", "American Ninja Warrior", "Many Worlds Theory", "Stranger Things"], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "visual_detail_recall", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.7005050342067898, "license": "CC-BY-NC-4.0", "selection_order": 6257, "video": "videos/294d18af09239b16e96ed6565c24f4955d2ec181b0632f8a02da8ada927ddb46.mp4", "video_id": "294d18af09239b16e96ed6565c24f4955d2ec181b0632f8a02da8ada927ddb46"}
{"item_id": "HLV-1K_3642", "benchmark": "HLV-1K", "question": "Which segment of the video transitions the fastest from a casual studio setting to a pixelated scene?", "options": ["The segment from 1273.0 to 1322.0 seconds.", "The segment from 177.0 to 4011.0 seconds.", "The segment from 2345.0 to 2375.0 seconds.", "The segment from 1274.0 to 1317.0 seconds."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "speed", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 4028.708571, "attack_pct": 0.7761149477216988, "license": "MIT", "selection_order": 6258, "video": "videos/51ab46eac17865c89312e763f44db20dad4eacf123f6ba89339278d240f2f959.mp4", "video_id": "51ab46eac17865c89312e763f44db20dad4eacf123f6ba89339278d240f2f959"}
{"item_id": "S-EMBER_6059", "benchmark": "S-EMBER", "question": "How long was I holding the muddler I just put down?", "options": ["You were holding the muddler for roughly 35 seconds before putting it down.", "You held the muddler for approximately 10 seconds.", "You held the muddler for approximately 3 seconds.", "You were holding the muddler for about 40 seconds.", "You held the muddler for about 20 seconds before setting it down."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.916667, "attack_pct": 0.3129195172324771, "license": "CC-BY-NC-4.0", "selection_order": 6264, "video": "videos/4ea6a5a267d08e6e6ecf871a71d23cded10f0cf4ee6740d1a0bed26f02f1d414.mp4", "video_id": "4ea6a5a267d08e6e6ecf871a71d23cded10f0cf4ee6740d1a0bed26f02f1d414"}
{"item_id": "HLV-1K_8533", "benchmark": "HLV-1K", "question": "In which direction are the participants seated around the central table during the group discussion from 10.0 to 4392.0 seconds?", "options": ["In a straight line.", "In a U-shape.", "In an L-shape.", "In a circular arrangement."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "object-direction", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 4406.265034, "attack_pct": 0.447148896346973, "license": "MIT", "selection_order": 6265, "video": "videos/cb919eedc4fa526130e90e575bf5b84ebcf2ea09dd98eef30b48ee9f979dfe2d.mp4", "video_id": "cb919eedc4fa526130e90e575bf5b84ebcf2ea09dd98eef30b48ee9f979dfe2d"}
{"item_id": "test_Energy_and_Power_220:Adaptation", "benchmark": "VideoMMMU", "question": "Determine the total hydrostatic force on curved surface AB in Fig. P2.84. Neglect atmospheric pressure and assume unit width into the aper. <image 1>", "options": ["8650 N", "8300 N", "9132 N", "9500 N", "9966 N", "9010 N", "9200 N", "8488 N", "8825 N"], "answer": "I", "answer_idx": 8, "n_options": 9, "chance": 0.111111, "capability": "knowledge", "task_class": "Adaptation", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 963.0, "attack_pct": 0.889102233122499, "license": "unknown", "selection_order": 6271, "video": "videos/e3c6581ca9f81cb0e0e05f68ecffb97aa832d9872de511b0da3e48bee7b2b290.mp4", "video_id": "e3c6581ca9f81cb0e0e05f68ecffb97aa832d9872de511b0da3e48bee7b2b290"}
{"item_id": "ScaleLong_466", "benchmark": "ScaleLong", "question": "When Stanford team scores their sixth point in the second set, what happened?", "options": ["serve out of bounds", "someone fell down", "spike", "nothing happened"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Shot", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 4927.088833, "attack_pct": 0.5571269523686588, "license": "unknown", "selection_order": 6272, "video": "videos/0766d545cfe176595d3c85601f28fe86f603759626693818c8310b39d135cb96.mp4", "video_id": "0766d545cfe176595d3c85601f28fe86f603759626693818c8310b39d135cb96"}
{"item_id": "S-EMBER_6221", "benchmark": "S-EMBER", "question": "Which bank notification popped up on my watch earlier?", "options": ["The notification was from WesBanco Bank.", "The notification was from Bank of America.", "The notification was from Washington Federal.", "The notification was from Wealthfront.", "The notification was from Westlake Financial."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "visual_detail_recall", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.3175180715115528, "license": "CC-BY-NC-4.0", "selection_order": 6278, "video": "videos/914385970372a07e6da82471a5d3c8190be7bbf196a5b7806192246d8a3b55af.mp4", "video_id": "914385970372a07e6da82471a5d3c8190be7bbf196a5b7806192246d8a3b55af"}
{"item_id": "540", "benchmark": "LVBench", "question": "What is the maid doing from 13:11-13:24?", "options": ["She is skipping rope", "She is kicking shuttlecock", "She is weaving a flower basket", "She is weaving clothes"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "entity recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 4121.216871, "attack_pct": 0.5223070220730606, "license": "CC-BY-NC-SA-4.0", "selection_order": 6279, "video": "videos/844b349095207ddca0e1fca0853f7f76a1cb46ad070d8624fb97f9e2b6217344.mp4", "video_id": "844b349095207ddca0e1fca0853f7f76a1cb46ad070d8624fb97f9e2b6217344"}
{"item_id": "S-EMBER_222", "benchmark": "S-EMBER", "question": "How many times have I dipped my brush in paint so far?", "options": ["You have not dipped your brush in paint so far.", "You have dipped your brush in paint 6 times so far.", "You have dipped your brush in paint 2 times so far.", "You have dipped your brush in paint 4 times so far.", "You have dipped your brush in paint 7 times so far."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 600.083333, "attack_pct": 0.7083387117593908, "license": "CC-BY-NC-4.0", "selection_order": 6285, "video": "videos/ed2252c0fd19646eddf9c4ca7667927432864c6e1d0264a3c9a12022d581d19a.mp4", "video_id": "ed2252c0fd19646eddf9c4ca7667927432864c6e1d0264a3c9a12022d581d19a"}
{"item_id": "HLV-1K_6345", "benchmark": "HLV-1K", "question": "What is the title of the promotional design on the poster at 3250.0 seconds into the video?", "options": ["Radio Squad.", "Miedosos Pero Sabrosos.", "Miércoles 11:30 PM.", "Hat-Wearing Microphone."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "descriptive-scene", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 6763.067211, "attack_pct": 0.7874419129985801, "license": "MIT", "selection_order": 6286, "video": "videos/e13d3d5f99a50bc29eaeaf7b2c474a51c19bcf6605475f4b941a992f0b9b9bf9.mp4", "video_id": "e13d3d5f99a50bc29eaeaf7b2c474a51c19bcf6605475f4b941a992f0b9b9bf9"}
{"item_id": "S-EMBER_6650", "benchmark": "S-EMBER", "question": "What did the top line on the gummy block house box say?", "options": ["It said \"Gummy Block House.\"", "It said \"Taste the Rainbow.\"", "It said \"factorie dog.\"", "It said \"ITO EN.\"", "It said \"favorite day.\""], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "visual_detail_recall", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.3229395249774106, "license": "CC-BY-NC-4.0", "selection_order": 6292, "video": "videos/5cc6ad70540ce99a040ac44a00cbd63ae2de03491417267f765fcb32438ef0fd.mp4", "video_id": "5cc6ad70540ce99a040ac44a00cbd63ae2de03491417267f765fcb32438ef0fd"}
{"item_id": "5272", "benchmark": "LVBench", "question": "How many people appear in the screen when NCAA WOMAN'S BASKETBALL VP is interviewed?", "options": ["3", "2", "4", "1"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "entity recognition", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 5077.344943, "attack_pct": 0.6232815928746611, "license": "CC-BY-NC-SA-4.0", "selection_order": 6293, "video": "videos/c98dfa92e548eb6f7a2f3191b83c2c0e1d3bfded0cc0a7d2f475621d23f5ae8c.mp4", "video_id": "c98dfa92e548eb6f7a2f3191b83c2c0e1d3bfded0cc0a7d2f475621d23f5ae8c"}
{"item_id": "new_Literature_4:Adaptation", "benchmark": "VideoMMMU", "question": "<image 1>Read the following excerpt. What part of the plot does the text in <> seem to be pulled from?", "options": ["Exposition", "Rising action", "Climax", "Falling action", "Resolution/denouement", "Introduction to conflict", "Initial incident", "Midpoint", "Complication", "Turning point"], "answer": "B", "answer_idx": 1, "n_options": 10, "chance": 0.1, "capability": "knowledge", "task_class": "Adaptation", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 677.0, "attack_pct": 0.8920791919452692, "license": "unknown", "selection_order": 6299, "video": "videos/ee1e10e9db094b703207b57a7d6fd97341cac5db99b415d88e5d153f36f4144c.mp4", "video_id": "ee1e10e9db094b703207b57a7d6fd97341cac5db99b415d88e5d153f36f4144c"}
{"item_id": "Video-MME_2235", "benchmark": "Video-MME", "question": "After buying a cup of coffee, how many challenges does the man complete?", "options": ["5.", "7.", "6.", "4."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "Counting Problem", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 3255.275102, "attack_pct": 0.8864318445850007, "license": "unknown", "selection_order": 6300, "video": "videos/dfa6da04473533e4453305b1397ca20b4fad625236324d8b63919a336ef1d643.mp4", "video_id": "dfa6da04473533e4453305b1397ca20b4fad625236324d8b63919a336ef1d643"}
{"item_id": "S-EMBER_6435", "benchmark": "S-EMBER", "question": "Remind me, how do I get back to the baby food aisle?", "options": ["Turn around and go back the way you came. Walk past the baking section, and the baby food aisle will be located directly next to the pharmacy on the left.", "Head to the end of this baby-gear aisle, turn left into the main store walkway, then go into the very next aisle on your right to find the baby food.", "Walk straight ahead down the aisle and turn left. Continue past the first two endcap displays, and you will find the baby food aisle located clearly on your right side.", "Turn around and walk back down the aisle. Take a right between the chocolate chip and pretzel displays, then take a left and the baby food aisle will be on your right.", "Walk past the aisle with pink boxes, the aisle with baby feeding supplies, and the aisle with mouthwash. The baby food aisle is right after the mouthwash aisle on your left."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "spatial_aware_reasoning", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.25, "attack_pct": 0.3268281270169098, "license": "CC-BY-NC-4.0", "selection_order": 6306, "video": "videos/32a6730b6a4f64b9ff035691c97fdce68398e92446e12272ad937739282681d0.mp4", "video_id": "32a6730b6a4f64b9ff035691c97fdce68398e92446e12272ad937739282681d0"}
{"item_id": "MLVU_1951", "benchmark": "MLVU", "question": "Please identify the option that corresponds to the order of events as they occur in the video.\n(A) riding mule --> clean and jerk --> zumba --> cleaning toilet\n(B) cleaning toilet --> zumba --> clean and jerk --> riding mule\n(C) cleaning toilet --> zumba --> riding mule --> clean and jerk\n(D) riding mule --> cleaning toilet --> zumba --> clean and jerk\n", "options": ["riding mule --> clean and jerk --> zumba --> cleaning toilet", "cleaning toilet --> zumba --> clean and jerk --> riding mule", "cleaning toilet --> zumba --> riding mule --> clean and jerk", "riding mule --> cleaning toilet --> zumba --> clean and jerk"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "order", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 7200.033333, "attack_pct": 0.8800503420678972, "license": "CC-BY-NC-SA-4.0", "selection_order": 6307, "video": "videos/91ed5965ea442ae7381383f2390e72dc401a383de6fb30f85997477855d22a35.mp4", "video_id": "91ed5965ea442ae7381383f2390e72dc401a383de6fb30f85997477855d22a35"}
{"item_id": "S-EMBER_2748", "benchmark": "S-EMBER", "question": "If I turn to my right, what framed item will I see on the table?", "options": ["A framed family photograph on the table.", "A picture frame on the table.", "A framed mirror hanging on the wall.", "A framed mirror on the table.", "A small potted plant on the table."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "visual_detail_recall", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 1200.166667, "attack_pct": 0.7157044662449981, "license": "CC-BY-NC-4.0", "selection_order": 6313, "video": "videos/faba40fd8e741bcc9982ccdddb22d6c88deed59fddda5fcdd77f85f7b359e507.mp4", "video_id": "faba40fd8e741bcc9982ccdddb22d6c88deed59fddda5fcdd77f85f7b359e507"}
{"item_id": "HLV-1K_4391", "benchmark": "HLV-1K", "question": "What is prominently displayed in the graphical representation of the Earth at 23.0 seconds into the video?", "options": ["North and South America.", "Europe and Asia.", "Africa and Australia.", "Antarctica and the Arctic."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "character-understanding", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 10860.901587, "attack_pct": 0.7954772815283335, "license": "MIT", "selection_order": 6314, "video": "videos/02cb8b23d034088a4df4eeb9f2d347a4f66f7949b496bfb3c7da3ca10d033d6f.mp4", "video_id": "02cb8b23d034088a4df4eeb9f2d347a4f66f7949b496bfb3c7da3ca10d033d6f"}
{"item_id": "S-EMBER_3379", "benchmark": "S-EMBER", "question": "Where did I get the last piece that completed the rectangle?", "options": ["From the plastic bag resting on the floor.", "From the package placed against the wall.", "From the floor right next to the table.", "From the right side of the mat on the ground.", "From the patio railing on your right side."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "location_trace", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.25, "attack_pct": 0.3281350845488576, "license": "CC-BY-NC-4.0", "selection_order": 6320, "video": "videos/7a7b9e7cee2e264a02e8a3cf2160aae31ad78b13f1dca360d502c220e625d08a.mp4", "video_id": "7a7b9e7cee2e264a02e8a3cf2160aae31ad78b13f1dca360d502c220e625d08a"}
{"item_id": "ScaleLong_1159", "benchmark": "ScaleLong", "question": "How many auctioneers presided over the auction in this session?", "options": ["3", "4", "1", "2"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "Video Story", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 14056.133333, "attack_pct": 0.5883567832709435, "license": "unknown", "selection_order": 6321, "video": "videos/f80f4f3a95f457f02e34b2addc6387191951b8fcf82514ed0bfd356fc30fd7f5.mp4", "video_id": "f80f4f3a95f457f02e34b2addc6387191951b8fcf82514ed0bfd356fc30fd7f5"}
{"item_id": "validation_Materials_6:Adaptation", "benchmark": "VideoMMMU", "question": "What are the indices for the direction represented by the vector that has been drawn within a unit cell? A negative index is indicated with a minus sign ('-') in front of (rather than over) the index number. <image 1>", "options": ["[-412]", "[-321]", "[-323]", "[-420]", "[-431]", "[-310]", "[-421]", "[-430]", "[-320]"], "answer": "H", "answer_idx": 7, "n_options": 9, "chance": 0.111111, "capability": "knowledge", "task_class": "Adaptation", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 1067.8, "attack_pct": 0.8982348005679618, "license": "unknown", "selection_order": 6327, "video": "videos/516099bd8d0a4f46ce1200197ccd88eb22498d7f2933c7db25b5e1e9c351a0e4.mp4", "video_id": "516099bd8d0a4f46ce1200197ccd88eb22498d7f2933c7db25b5e1e9c351a0e4"}
{"item_id": "ScaleLong_569", "benchmark": "ScaleLong", "question": "Were there any serious accidents during the race?", "options": ["No, the race went smoothly without any incidents", "Yes, the referee waved the red flag", "Yes, there was a minor crash, but the race continued without interruption", "No, the race was delayed due to poor weather, but there were no accidents"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Shot", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 5926.133333, "attack_pct": 0.588469730218149, "license": "unknown", "selection_order": 6328, "video": "videos/820123ca667a58fc895678b4be18f5f0706fb1256b54fde62964923221459a48.mp4", "video_id": "820123ca667a58fc895678b4be18f5f0706fb1256b54fde62964923221459a48"}
{"item_id": "S-EMBER_3936", "benchmark": "S-EMBER", "question": "How do these earphones compare to the aluminum colored ones I unboxed?", "options": ["These earphones are basic white wired earbuds, whereas the aluminum ones you unboxed previously were a wireless model.", "These earphones are an identical black model, whereas the aluminum ones you unboxed earlier were simply silver colored.", "These earphones are white with orange accents, while the aluminum ones you previously unboxed were entirely metallic silver.", "These earphones are completely white with clear buds, whereas the aluminum ones featured a silver cable and black earbuds.", "These earphones are black with a braided cable, whereas the aluminum ones you previously unboxed had a metallic finish."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "object_comparison", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.3282076933006325, "license": "CC-BY-NC-4.0", "selection_order": 6334, "video": "videos/4f5d1b37e6471e4eee7e39658f42e09111c290f472f0adb435439716bae30e53.mp4", "video_id": "4f5d1b37e6471e4eee7e39658f42e09111c290f472f0adb435439716bae30e53"}
{"item_id": "ScaleLong_1573", "benchmark": "ScaleLong", "question": "The screnn are focus on how many persons talking in the restaurant?", "options": ["1", "4", "2", "3"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Event", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2854.935417, "attack_pct": 0.697390925519556, "license": "unknown", "selection_order": 6335, "video": "videos/cbc6caf5de139902a49173eb2943a0366b10d4f3f2fc243ea1163cbd9eef93e4.mp4", "video_id": "cbc6caf5de139902a49173eb2943a0366b10d4f3f2fc243ea1163cbd9eef93e4"}
{"item_id": "S-EMBER_3720", "benchmark": "S-EMBER", "question": "After the man across from me finished cutting out the first cardboard pumpkin shape, what did he do next?", "options": ["He picked up a pen and immediately began drawing the outline of another pumpkin.", "He placed the pumpkin and scissors on the table and then began drawing a ghost.", "He used a pen to draw a face on the cardboard pumpkin shape he had just cut out.", "He used the leftover cardboard piece as a stencil to trace another pumpkin shape.", "He held up the cut-out cardboard pumpkin shape and showed it to the camera."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "sequential_action", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 600.166667, "attack_pct": 0.7680473086356009, "license": "CC-BY-NC-4.0", "selection_order": 6341, "video": "videos/93204c8c1c603d3825f58ad10e5a52b5c697bd7e25a457ca3a9e26b063c8b693.mp4", "video_id": "93204c8c1c603d3825f58ad10e5a52b5c697bd7e25a457ca3a9e26b063c8b693"}
{"item_id": "HLV-1K_3212", "benchmark": "HLV-1K", "question": "Why is the woman maneuvering a wheelbarrow laden with boxes over a cobblestone ground in the outdoor courtyard?", "options": ["She is preparing for a move.", "She is setting up for a community event.", "She is organizing a yard sale.", "She is transporting goods for a market."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "causal", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 3612.398005, "attack_pct": 0.7955418226410224, "license": "MIT", "selection_order": 6342, "video": "videos/550139c7a64538ce9008ee685bc4c03b20936a4e0d9297a6e49b46403a3dc5ed.mp4", "video_id": "550139c7a64538ce9008ee685bc4c03b20936a4e0d9297a6e49b46403a3dc5ed"}
{"item_id": "S-EMBER_6065", "benchmark": "S-EMBER", "question": "How many blue notes have I given the person in front of me so far?", "options": ["You have given him 4 blue notes so far.", "You have handed the person 2 blue notes so far.", "You have given him 3 blue notes so far.", "You have given him 1 blue note so far.", "You have given him 8 blue notes so far."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1199.916667, "attack_pct": 0.3327094359106751, "license": "CC-BY-NC-4.0", "selection_order": 6348, "video": "videos/b26be14d99eb090d45c10c564676a5aa29c5ac4e547b6f54c09900364f65b20e.mp4", "video_id": "b26be14d99eb090d45c10c564676a5aa29c5ac4e547b6f54c09900364f65b20e"}
{"item_id": "Video-MME_2051", "benchmark": "Video-MME", "question": "How were the recurring short video clips captured in the video?", "options": ["Using Vision Pro.", "Using a cell phone.", "Using a video camera.", "Not determinable."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Action Reasoning", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2347.583855, "attack_pct": 0.7585355621530915, "license": "unknown", "selection_order": 6349, "video": "videos/65c3a21a8c7c88f3b8f8fe788801a75cbacb84d8171cdfb9334c9faf589b47ac.mp4", "video_id": "65c3a21a8c7c88f3b8f8fe788801a75cbacb84d8171cdfb9334c9faf589b47ac"}
{"item_id": "test_Computer_Science_227:Comprehension", "benchmark": "VideoMMMU", "question": "Looking at the pattern shown in the video up to step k, if we were to continue until reaching T(0) for n=5, determine the final value of T(5).", "options": ["25", "16", "21", "20", "17", "24", "19", "23", "18", "22"], "answer": "C", "answer_idx": 2, "n_options": 10, "chance": 0.1, "capability": "knowledge", "task_class": "Comprehension", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 656.766667, "attack_pct": 0.9138376145604752, "license": "unknown", "selection_order": 6355, "video": "videos/11cd658ff34eb32dc5984416bf818b3f3f77a3bc231f1ce47d8acea9141a25ab.mp4", "video_id": "11cd658ff34eb32dc5984416bf818b3f3f77a3bc231f1ce47d8acea9141a25ab"}
{"item_id": "Video-MME_2231", "benchmark": "Video-MME", "question": "On which day after Jesse's tryout does the Ignite suffer a crushing defeat?", "options": ["Day 5.", "Last day.", "Day 3.", "First day."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Temporal Reasoning", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 2567.383946, "attack_pct": 0.917887569381696, "license": "unknown", "selection_order": 6356, "video": "videos/53d493b60331c8181878f6c80827edf146f1cddc247278af04baac235c1fc526.mp4", "video_id": "53d493b60331c8181878f6c80827edf146f1cddc247278af04baac235c1fc526"}
{"item_id": "S-EMBER_3944", "benchmark": "S-EMBER", "question": "From where I am now, how do I get to the shelf with foaming fragrance-free hand soap?", "options": ["Turn around and walk back down the aisle until you reach the light-colored wooden shelving unit, where it is displayed on the bottom.", "Turn right and walk to the end of the aisle, take a right into the next aisle, and you will see it on the shelf to your right.", "Walk straight ahead to the wooden shelf directly in front of you, where the hand soaps are prominently displayed in the middle row.", "Turn to your right and walk a couple of steps around the corner of the nearby display to find it on the middle shelf.", "Walk straight ahead down the aisle and you will see the shelf with the foaming fragrance-free hand soap located on your left side."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "spatial_aware_reasoning", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.3393087646831031, "license": "CC-BY-NC-4.0", "selection_order": 6362, "video": "videos/5307b9f15a3bc077e7a46484ea072ef518ebd0e3309c16d1b1c1b1305b80abb7.mp4", "video_id": "5307b9f15a3bc077e7a46484ea072ef518ebd0e3309c16d1b1c1b1305b80abb7"}
{"item_id": "V2P-Bench_183", "benchmark": "V2P-Bench", "question": "What color is the flower planted by the person outlined when he and the other plant the flower?", "options": ["Red", "White", "Yellow", "Blue"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "11", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 4243.08, "attack_pct": 0.9398718858913128, "license": "CC-BY-NC-4.0", "selection_order": 6363, "video": "videos/7585bf6d3bb4d27141d46045441839990ff106e7b21c31dcedaef3ed3286f112.mp4", "video_id": "7585bf6d3bb4d27141d46045441839990ff106e7b21c31dcedaef3ed3286f112"}
{"item_id": "S-EMBER_883", "benchmark": "S-EMBER", "question": "Right before I full-screened the video, how many tabs were visible in the Chrome window on my laptop?", "options": ["10 tabs were visible.", "3 tabs were visible.", "7 tabs were visible.", "18 tabs were visible.", "12 tabs were visible."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "visual_detail_recall", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.774735381437976, "license": "CC-BY-NC-4.0", "selection_order": 6369, "video": "videos/32b79baeabdae2df9aaa7670fc1f3f7e610ff555890d82dac617ff2bb93a8df8.mp4", "video_id": "32b79baeabdae2df9aaa7670fc1f3f7e610ff555890d82dac617ff2bb93a8df8"}
{"item_id": "HLV-1K_7482", "benchmark": "HLV-1K", "question": "Why did the man don sunglasses in the well-lit, modern room?", "options": ["To enhance the casual atmosphere.", "To protect his eyes from the bright light.", "To hide his identity.", "To match his outfit."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "causal", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 2071.428934, "attack_pct": 0.7955418226410224, "license": "MIT", "selection_order": 6370, "video": "videos/790db7ded4fdd187e60008a0e4350edfcb934fcbe24637a27a9ed0141ff440ed.mp4", "video_id": "790db7ded4fdd187e60008a0e4350edfcb934fcbe24637a27a9ed0141ff440ed"}
{"item_id": "S-EMBER_5182", "benchmark": "S-EMBER", "question": "After I picked up the spool of white thread from the top of the sewing machine, where did I place it?", "options": ["You placed the spool of white thread on the thread stand next to the sewing machine.", "You placed the spool of white thread on the left side of the sewing machine.", "You placed the spool of white thread on the table next to the sewing machine.", "You placed the spool of white thread on the wooden spool rack on the wall.", "You placed the spool of white thread on the spool pin of the sewing machine."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "location_trace", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.3423663998967342, "license": "CC-BY-NC-4.0", "selection_order": 6376, "video": "videos/0052a54dec814938c365fd05030263990f4d5cc886356a2437f944eb448c2a34.mp4", "video_id": "0052a54dec814938c365fd05030263990f4d5cc886356a2437f944eb448c2a34"}
{"item_id": "HLV-1K_7309", "benchmark": "HLV-1K", "question": "What is the attire of the man named August Cayley during the space mission?", "options": ["A blue and gray outfit.", "A metallic suit and helmet.", "An orange space suit with NASA insignia.", "A white spacesuit."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "character-understanding", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 6549.397188, "attack_pct": 0.461162385439525, "license": "MIT", "selection_order": 6377, "video": "videos/91b5844ba636e23e96f4c70709691cd7fe83e71e9c98844d1a2f4223185caf21.mp4", "video_id": "91b5844ba636e23e96f4c70709691cd7fe83e71e9c98844d1a2f4223185caf21"}
{"item_id": "validation_Mechanical_Engineering_5:Perception", "benchmark": "VideoMMMU", "question": "In the Routh array shown at 12:12, the coefficients in the s^4 row are ______(1), the value in the s^2 row at the second column is ______(2), and the formula for the square term shown is ______(3).", "options": ["1, 2, -3, (A\\cdotC - B\\cdotD)/A", "1, 3, -2, (B\\cdotC - A\\cdotD)/B", "2, 3, -3, (B\\cdotC - A\\cdotD)/A", "1, 3, -3, (A\\cdotC - B\\cdotD)/B", "1, 2, -3, (B\\cdotC - A\\cdotD)/A", "2, 3, -2, (B\\cdotC - A\\cdotD)/B", "1, 3, -4, (B\\cdotC - A\\cdotD)/B", "1, 3, -3, (A\\cdotB - C\\cdotD)/B", "1, 2, -2, (B\\cdotC - A\\cdotD)/B", "2, 2, -3, (B\\cdotC - A\\cdotD)/B"], "answer": "I", "answer_idx": 8, "n_options": 10, "chance": 0.1, "capability": "knowledge", "task_class": "Perception", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 778.111445, "attack_pct": 0.9168710468568478, "license": "unknown", "selection_order": 6383, "video": "videos/6eb419580651160ec57ed8c4edcba36764deeda184b43aefb78a7653bbb3f82d.mp4", "video_id": "6eb419580651160ec57ed8c4edcba36764deeda184b43aefb78a7653bbb3f82d"}
{"item_id": "ScaleLong_143", "benchmark": "ScaleLong", "question": "How many smashes did the two athletes in orange shirts perform from 12:45 to 12:57?", "options": ["three times", "four times", "two times", "one times"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "Video Shot", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 4486.366667, "attack_pct": 0.5902526784561766, "license": "unknown", "selection_order": 6384, "video": "videos/4b29e3a99b849bdf8e567dc706aa579fad4b036cef4ad09b1c1bff4103a5a93f.mp4", "video_id": "4b29e3a99b849bdf8e567dc706aa579fad4b036cef4ad09b1c1bff4103a5a93f"}
{"item_id": "S-EMBER_6416", "benchmark": "S-EMBER", "question": "How long was I holding the first puzzle piece before I placed it back on the table?", "options": ["You held the first piece for about 5 seconds.", "You held the first piece for about 3 seconds.", "You held the first piece for about 9 seconds.", "You held the first piece for about 15 seconds.", "You held the first piece for about 11 seconds."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.3432699754743771, "license": "CC-BY-NC-4.0", "selection_order": 6390, "video": "videos/1abd75fd4dd4f06cfe5b205e25fca594f6808e796ba861ba8f97855a402e4699.mp4", "video_id": "1abd75fd4dd4f06cfe5b205e25fca594f6808e796ba861ba8f97855a402e4699"}
{"item_id": "Video-MME_2099", "benchmark": "Video-MME", "question": "In line with the video evidence, what is the weakness of the villain?", "options": ["Water.", "Dark.", "Overconfidence.", "Attachment."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Action Reasoning", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 3552.142222, "attack_pct": 0.8428665935200723, "license": "unknown", "selection_order": 6391, "video": "videos/ae030ef74b9777e2e0930c7b015126152228190220fc46eaf33a68c366813bc2.mp4", "video_id": "ae030ef74b9777e2e0930c7b015126152228190220fc46eaf33a68c366813bc2"}
{"item_id": "S-EMBER_1601", "benchmark": "S-EMBER", "question": "Where did I get the gel markers pack from?", "options": ["From the shelf underneath the black desk.", "From a shelf in a local Target store.", "From a plastic bag placed on the table.", "From the person sitting on the right side.", "From an Amazon package with a visible barcode."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "location_trace", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 1200.0, "attack_pct": 0.826852329934168, "license": "CC-BY-NC-4.0", "selection_order": 6397, "video": "videos/ec02af9fd712521ddd8f70e93a3d0d2096245da670d61a54d8295660610106ec.mp4", "video_id": "ec02af9fd712521ddd8f70e93a3d0d2096245da670d61a54d8295660610106ec"}
{"item_id": "HLV-1K_10094", "benchmark": "HLV-1K", "question": "What is the attire of the woman presenting at the Google event from 1937.0 seconds to 4108.0 seconds?", "options": ["A long-sleeved red blouse and dark pants.", "A blue blazer over a red patterned shirt and light-colored trousers.", "A white top and a dark blazer.", "A traditional sari."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "character-understanding", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 6217.584036, "attack_pct": 0.7974699883825997, "license": "MIT", "selection_order": 6398, "video": "videos/2cf974c80ed8f2e14f74eca111139e5303661a2b9ab890137e71a7dbee29f25b.mp4", "video_id": "2cf974c80ed8f2e14f74eca111139e5303661a2b9ab890137e71a7dbee29f25b"}
{"item_id": "S-EMBER_9093", "benchmark": "S-EMBER", "question": "How many rounds of squirting did I perform on the first container of dirt?", "options": ["You squirted water on the first container of dirt two separate times.", "You sprayed the first container of dirt three separate times.", "You squirted water onto the first container four separate times.", "You performed six rounds of squirting water into the first container.", "You performed one round of squirting water into the first container."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.3432699754743771, "license": "CC-BY-NC-4.0", "selection_order": 6404, "video": "videos/156d432e7294d764630bd2e2dee9943ded1b6c72f31abfb15478fecef2f56212.mp4", "video_id": "156d432e7294d764630bd2e2dee9943ded1b6c72f31abfb15478fecef2f56212"}
{"item_id": "1099", "benchmark": "LVBench", "question": "What are the changing trends of NASDAQ when the changing trends of Dow Jones are +457.21, 1.95%?", "options": ["+51.28, 1.86%", "+644.10, 1.44%", "+71.88, 0.89%", "+164.93, 2.90%"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "key information retrieval", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 6797.711383, "attack_pct": 0.6465486639989674, "license": "CC-BY-NC-SA-4.0", "selection_order": 6405, "video": "videos/55625d6c6abb9ce10953e222cba89c1242643d6ca0904ebc2e935727946c5fbe.mp4", "video_id": "55625d6c6abb9ce10953e222cba89c1242643d6ca0904ebc2e935727946c5fbe"}
{"item_id": "validation_Basic_Medical_Science_5:Comprehension", "benchmark": "VideoMMMU", "question": "What is the correct order of the video?", "options": ["Comparasions, Sympathetic response, Type of fibers, Types of cholinergic receptors", "Sympathetic response, Types of cholinergic receptors, Type of fibers, Comparasions", "Types of cholinergic receptors, Comparasions, Type of fibers, Sympathetic response", "Type of fibers, Comparasions, Sympathetic response, Types of cholinergic receptors", "Sympathetic response, Type of fibers, Types of cholinergic receptors, Comparasions", "Types of cholinergic receptors, Comparasions, Sympathetic response, Type of fibers", "Type of fibers, Types of cholinergic receptors, Comparasions, Sympathetic response", "Comparasions, Types of cholinergic receptors, Sympathetic response, Type of fibers", "Type of fibers, Types of cholinergic receptors, Sympathetic response, Comparasions", "Types of cholinergic receptors, Sympathetic response, Comparasions, Type of fibers"], "answer": "A", "answer_idx": 0, "n_options": 10, "chance": 0.1, "capability": "temporal", "task_class": "Comprehension", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 601.55, "attack_pct": 0.9171130760294308, "license": "unknown", "selection_order": 6411, "video": "videos/2d34d31f33b71ed810206fe586a2fe63d5ca4ea5c0f3a196294214ca077c55d4.mp4", "video_id": "2d34d31f33b71ed810206fe586a2fe63d5ca4ea5c0f3a196294214ca077c55d4"}
{"item_id": "Video-MME_2278", "benchmark": "Video-MME", "question": "The video mentions the goal-scoring contributions of which players?", "options": ["Ronaldinho, Eto'o, Messi.", "Neymar, Messi, Piqué.", "Messi, Neymar.", "Piqué, Neymar."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Object Recognition", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 3470.454422, "attack_pct": 0.9651800697044016, "license": "unknown", "selection_order": 6412, "video": "videos/fe513321e84cad45a20ca9c4731b14bd41114c6bf82583ec0c04c075b044d8c4.mp4", "video_id": "fe513321e84cad45a20ca9c4731b14bd41114c6bf82583ec0c04c075b044d8c4"}
{"item_id": "S-EMBER_395", "benchmark": "S-EMBER", "question": "How many times did I spray the spray bottle?", "options": ["You sprayed the spray bottle 45 times.", "You sprayed the spray bottle 9 times.", "You sprayed the spray bottle 7 times.", "You sprayed the spray bottle 1 time.", "You sprayed the spray bottle 4 times."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.3446898799535304, "license": "CC-BY-NC-4.0", "selection_order": 6418, "video": "videos/c257c506a01039910973ae6eb3da3a585731d9c8a6a343f9d9e64b32d5b363d2.mp4", "video_id": "c257c506a01039910973ae6eb3da3a585731d9c8a6a343f9d9e64b32d5b363d2"}
{"item_id": "VideoEval-Pro_427", "benchmark": "VideoEval-Pro", "question": "Who save the green dragon from the net?", "options": ["Villain", "Prince", "Pink dragon", "Princess"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2548.784762, "attack_pct": 0.9021718084419776, "license": "unknown", "selection_order": 6419, "video": "videos/c9f899ec71fa89b0e1852a9a18ccd28e56f1b563a8530aa8c25aebe110f864df.mp4", "video_id": "c9f899ec71fa89b0e1852a9a18ccd28e56f1b563a8530aa8c25aebe110f864df"}
{"item_id": "S-EMBER_5386", "benchmark": "S-EMBER", "question": "What was the order of letters I drew lines through on the screen?", "options": ["(b), (d), (e)", "(a), (b), (e), (d), (c)", "(a), (b), (d), (e)", "(b), (e), (d)", "(a), (c), (e), (d)"], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "temporal_ordering_recognition", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 600.166667, "attack_pct": 0.8566703239963857, "license": "CC-BY-NC-4.0", "selection_order": 6425, "video": "videos/8b31bcb69b7a32f04a1c6d172f5d145f3327151536d77b873259c05c7a2a36bd.mp4", "video_id": "8b31bcb69b7a32f04a1c6d172f5d145f3327151536d77b873259c05c7a2a36bd"}
{"item_id": "HLV-1K_9375", "benchmark": "HLV-1K", "question": "In which direction does the man move while unboxing items from the open box in the video from 2.0 to 2442.0 seconds?", "options": ["Towards the left.", "Towards the right.", "Towards the camera.", "Away from the camera."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object-direction", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 2465.587664, "attack_pct": 0.7974699883825997, "license": "MIT", "selection_order": 6426, "video": "videos/9d06229cd413d976421bc32cbe5c50df9958df7a8e59719a567ce81860e7417c.mp4", "video_id": "9d06229cd413d976421bc32cbe5c50df9958df7a8e59719a567ce81860e7417c"}
{"item_id": "S-EMBER_2048", "benchmark": "S-EMBER", "question": "Where did I place the headphones after wiping them?", "options": ["You placed the headphones on the desk next to the monitor.", "You placed the headphones on the right side of the desk.", "You placed the headphones on the desk, right of the mousepad.", "You placed the headphones on the desk next to the laptop.", "You placed the headphones on the gray and blue gaming chair."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "location_trace", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.346553504582419, "license": "CC-BY-NC-4.0", "selection_order": 6432, "video": "videos/8bd2d90a084bfd50ec86f21eb9b511b05e11ab28faa683bc3011f881cf132576.mp4", "video_id": "8bd2d90a084bfd50ec86f21eb9b511b05e11ab28faa683bc3011f881cf132576"}
{"item_id": "ScaleLong_51", "benchmark": "ScaleLong", "question": "What is the identity of the person being interviewed in the video?", "options": ["A banker is being interviewed.", "A supermarket cashier is being interviewed.", "A teacher is being interviewed.", "A student is being interviewed."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Video Shot", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 12955.0, "attack_pct": 0.588469730218149, "license": "unknown", "selection_order": 6433, "video": "videos/dcc74141ff821ce05bc7afb7cc08ce5c90598a36d06b95bbca916b8278f9e437.mp4", "video_id": "dcc74141ff821ce05bc7afb7cc08ce5c90598a36d06b95bbca916b8278f9e437"}
{"item_id": "new_Psychology_1:Perception", "benchmark": "VideoMMMU", "question": "What is the factor in the yellow circle that appears in the graph about mediational processes at 4:41 in the video?", "options": ["attention", "retention", "motor reproduction", "motivation", "vicarious reinforcement", "identification"], "answer": "B", "answer_idx": 1, "n_options": 6, "chance": 0.166667, "capability": "grounding", "task_class": "Perception", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 709.50951, "attack_pct": 0.9172582935329804, "license": "unknown", "selection_order": 6439, "video": "videos/2dd5817b85fdf9ef1706f4a9bd28fb48df2870e8455fbf7f10c8b53be61d632f.mp4", "video_id": "2dd5817b85fdf9ef1706f4a9bd28fb48df2870e8455fbf7f10c8b53be61d632f"}
{"item_id": "ScaleLong_29", "benchmark": "ScaleLong", "question": "Which athlete scored the first point in the game and how did they do it?", "options": ["The Korean athlete hit the ball out of bounds, and the Chinese athlete scored the first point as a result.", "The Chinese athlete hit the ball out of bounds, and the Korean athlete scored the first point as a result.", "The Chinese player scored the first point with smash.", "The Korean player scored the first point with smash."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Shot", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 4109.44, "attack_pct": 0.590954563056667, "license": "unknown", "selection_order": 6440, "video": "videos/645068c97d61d3d154af1567085e44e0c24847023e7d313a346aa303bdb27d2e.mp4", "video_id": "645068c97d61d3d154af1567085e44e0c24847023e7d313a346aa303bdb27d2e"}
{"item_id": "S-EMBER_9157", "benchmark": "S-EMBER", "question": "What was the brand of the softbox light I saw earlier?", "options": ["Raleno", "Godox", "NANROO", "Not visible", "Neewer"], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "visual_detail_recall", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.3492480960371756, "license": "CC-BY-NC-4.0", "selection_order": 6446, "video": "videos/3f06a19f3866390420cf65b6d90564124dc071a15447cb6fdd03c1b916afadb1.mp4", "video_id": "3f06a19f3866390420cf65b6d90564124dc071a15447cb6fdd03c1b916afadb1"}
{"item_id": "VideoOdyssey_2648", "benchmark": "VideoOdyssey", "question": "When the host visits Terunobu Fujimori, how does he describe Fujimori's matcha?", "options": ["He says it is strong", "He says it is surprisingly light and delicate", "He calls it bitter", "He says it tastes mild but earthy"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "AV/Speech Fact Retrieval", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 9730.972154, "attack_pct": 0.2232154382341551, "license": "CC-BY-NC-SA-4.0", "selection_order": 6447, "video": "videos/60526c4fb30e8fb5981681a4cb70f0c9380dc2cc3ba41984399a59f1277cb45f.mp4", "video_id": "60526c4fb30e8fb5981681a4cb70f0c9380dc2cc3ba41984399a59f1277cb45f"}
{"item_id": "S-EMBER_6386", "benchmark": "S-EMBER", "question": "How many times have I folded the green paper?", "options": ["One time.", "Four times.", "Three times.", "Two times.", "Five times."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.964292629404931, "license": "CC-BY-NC-4.0", "selection_order": 6453, "video": "videos/6bf0931be5fe20d1a4779a1367946cbc7e46727b5e744022347893dd31520126.mp4", "video_id": "6bf0931be5fe20d1a4779a1367946cbc7e46727b5e744022347893dd31520126"}
{"item_id": "HLV-1K_7856", "benchmark": "HLV-1K", "question": "What was the man in black clothing doing at the beginning of the video event from 589.0 to 616.0 seconds?", "options": ["He was standing on a pathway, involved in gardening tasks.", "He was handling plant materials laid out on sheets of paper.", "He was crouching and handling plants scattered on newspapers.", "He was organizing plants in cardboard boxes."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal-relationship", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 1939.748571, "attack_pct": 0.8019071898799536, "license": "MIT", "selection_order": 6454, "video": "videos/8b0bc246b3d4ce94c86eb213897239ee31e0c58f8e8aa3027b7d12f633e4a861.mp4", "video_id": "8b0bc246b3d4ce94c86eb213897239ee31e0c58f8e8aa3027b7d12f633e4a861"}
{"item_id": "S-EMBER_500", "benchmark": "S-EMBER", "question": "How long in total did I spend touching my left calf?", "options": ["You only touched your left calf once for about 2 seconds total.", "You spent 10 seconds in total touching your left calf.", "You spent a total of 12 seconds touching your left calf.", "You never touched your left calf, so the total time is 0 seconds.", "You spent about 5 seconds in total touching your left calf."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.25, "attack_pct": 0.3545001290822254, "license": "CC-BY-NC-4.0", "selection_order": 6460, "video": "videos/a8884001fe72394b8c7b2e06d1b1b2b32c291b898cd2659dd9ddc2fde34ce749.mp4", "video_id": "a8884001fe72394b8c7b2e06d1b1b2b32c291b898cd2659dd9ddc2fde34ce749"}
{"item_id": "Video-MME_1977", "benchmark": "Video-MME", "question": "What specific evidence is presented to support the claim that the Maya in the Yucatan were more advanced than previously believed?", "options": ["The discovery of a massive, previously unknown pyramid complex.", "The intricate carvings on the vault stones found in the pyramid.", "The detailed analysis of dental plaque revealing a diverse diet.", "The construction of the \"Stairway to Heaven\" estate with its elaborate architecture."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Object Reasoning", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2664.048617, "attack_pct": 0.765328514263586, "license": "unknown", "selection_order": 6461, "video": "videos/80d5e3bd3a58725a4a6a0edc2722a846748106fd5de301a63a58cbf194c69292.mp4", "video_id": "80d5e3bd3a58725a4a6a0edc2722a846748106fd5de301a63a58cbf194c69292"}
{"item_id": "validation_Clinical_Medicine_1:Perception", "benchmark": "VideoMMMU", "question": "On the right image of 2:34, yellow means ____, white means _____, red means ____. ", "options": ["buffy coat, RBCs, plasma", "buffy coat, plasma, RBCs", "RBCs, buffy coat, plasma", "plasma, RBCs, buffy coat", "plasma, buffy coat, RBCs", "RBCs, plasma, buffy coat"], "answer": "E", "answer_idx": 4, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "Perception", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 724.45, "attack_pct": 0.924793468439396, "license": "unknown", "selection_order": 6467, "video": "videos/ebf4d1a7f746596801ae0b4ee2f2ff27598ab8ae2c6885aa730ca25294910ef2.mp4", "video_id": "ebf4d1a7f746596801ae0b4ee2f2ff27598ab8ae2c6885aa730ca25294910ef2"}
{"item_id": "Video-MME_2312", "benchmark": "Video-MME", "question": "Based on the video, which of the following sentences best describes this match?", "options": ["Although Wang wins the match by a large margin, the score in each of the innings is particularly tight.", "Wang wins each of the innings by a large margin.", "Although Fan wins the match by a large margin, the score in each of the innings is particularly tight.", "Fan wins each of the innings by a large margin."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Object Reasoning", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 1984.238005, "attack_pct": 0.97607945010972, "license": "unknown", "selection_order": 6468, "video": "videos/4ae7fe366b6e1cc1b5b7e803257c04bc2999ae7b98d3300e680aef2ffabad05c.mp4", "video_id": "4ae7fe366b6e1cc1b5b7e803257c04bc2999ae7b98d3300e680aef2ffabad05c"}
{"item_id": "S-EMBER_1581", "benchmark": "S-EMBER", "question": "Before I bought the earring, what was the woman I have been walking with doing?", "options": ["Walking ahead on the sidewalk with her dog toward an intersection.", "Standing behind the table organizing and arranging items for sale.", "Browsing through various accessories and scarves at the market stall.", "Looking at the jewelry on display at the market stall.", "Looking at a dress while holding a sweater and a phone."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "sequential_action", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.166667, "attack_pct": 0.3599054472699109, "license": "CC-BY-NC-4.0", "selection_order": 6474, "video": "videos/9a99c00acb5ae61ec0cb379b989d0b7f97b758bf006b88f0dd888921ac04c48e.mp4", "video_id": "9a99c00acb5ae61ec0cb379b989d0b7f97b758bf006b88f0dd888921ac04c48e"}
{"item_id": "S-EMBER_281", "benchmark": "S-EMBER", "question": "Where did I last see my phone?", "options": ["On the table just to the left of the map.", "On the top-left corner of the map on the table.", "On the kitchen counter beside the coffee maker.", "Visible in your hand while you were writing on paper.", "On the carpeted floor just to the left of the table."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "location_trace", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 1200.0, "attack_pct": 0.9339986446366336, "license": "CC-BY-NC-4.0", "selection_order": 6481, "video": "videos/0683b560eb6e4f416b007d7f72cc4cdb369173beb8af5540893596f9acc1711a.mp4", "video_id": "0683b560eb6e4f416b007d7f72cc4cdb369173beb8af5540893596f9acc1711a"}
{"item_id": "HLV-1K_9027", "benchmark": "HLV-1K", "question": "In the video event from 249.0 to 7250.0 seconds, which direction is the person on the right side of the split-screen facing?", "options": ["Facing left.", "Facing right.", "Facing forward.", "Facing backward."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object-direction", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 7278.712744, "attack_pct": 0.8073367109848973, "license": "MIT", "selection_order": 6482, "video": "videos/26ff9525c19e7328ac59eeaaa0f4b21336d74dc583f7f223c1c31d76ed5fa893.mp4", "video_id": "26ff9525c19e7328ac59eeaaa0f4b21336d74dc583f7f223c1c31d76ed5fa893"}
{"item_id": "S-EMBER_2851", "benchmark": "S-EMBER", "question": "How long has it been since I pressed the start button on the washer?", "options": ["It has been approximately 10 seconds.", "It has been just a few seconds.", "It has been exactly 1 minute.", "It has been 5 minutes and 10 seconds.", "The start button has not been pressed yet."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.333333, "attack_pct": 0.3634068026332774, "license": "CC-BY-NC-4.0", "selection_order": 6488, "video": "videos/40f2f92ce055156d239823c66464a86449601e98b1a02dd7f67b5c7aa7b2fd4f.mp4", "video_id": "40f2f92ce055156d239823c66464a86449601e98b1a02dd7f67b5c7aa7b2fd4f"}
{"item_id": "HLV-1K_4867", "benchmark": "HLV-1K", "question": "At what point does the camera transition to a broader view of a formal setting with a panel discussion involving five individuals behind a desk?", "options": ["At 2206.0 seconds.", "At 292.0 seconds.", "At 344.0 seconds.", "At 1842.0 seconds."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "camera-direction", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 5110.131519, "attack_pct": 0.4689879953530398, "license": "MIT", "selection_order": 6489, "video": "videos/6195aa14d9d38a7c81ca8ee97c750d5ecc76a6b13c3e9081d45a46f9ded73f4f.mp4", "video_id": "6195aa14d9d38a7c81ca8ee97c750d5ecc76a6b13c3e9081d45a46f9ded73f4f"}
{"item_id": "validation_Diagnostics_and_Laboratory_Medicine_1:Perception", "benchmark": "VideoMMMU", "question": "In 9:14, the video shows _____ on the left. The green words are _____, red words are ____ and gray words are ____.", "options": ["TCA Cycle, IDH1/IDH2 WT, Acetyl-CoA, IDH1/IDH2 Mutant", "TCA Cycle, IDH1/IDH2 Mutant, Acetyl-CoA, IDH1/IDH2 WT", "TCA Cycle, IDH1/IDH2 Mutant, IDH1/IDH2 WT, Acetyl-CoA", "TCA Cycle, Acetyl-CoA, IDH1/IDH2 Mutant, IDH1/IDH2 WT", "TCA Cycle, Acetyl-CoA, IDH1/IDH2 WT, IDH1/IDH2 Mutant", "TCA Cycle, IDH1/IDH2 WT, IDH1/IDH2 Mutant, Acetyl-CoA", "Grade 2 oligodendrolioma, IDH1/IDH2 WT, IDH1/IDH2 Mutant, Acetyl-CoA", "Grade 2 oligodendrolioma, IDH1/IDH2 WT, Acetyl-CoA, IDH1/IDH2 Mutant", "Grade 2 oligodendrolioma, IDH1/IDH2 Mutant, Acetyl-CoA, IDH1/IDH2 WT", "Grade 2 oligodendrolioma, IDH1/IDH2 Mutant, IDH1/IDH2 WT, Acetyl-CoA"], "answer": "F", "answer_idx": 5, "n_options": 10, "chance": 0.1, "capability": "grounding", "task_class": "Perception", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 1216.082749, "attack_pct": 0.93485381437976, "license": "unknown", "selection_order": 6495, "video": "videos/2c9293e2f823b931ce4d9bd928762dc451e069e12f6ab77d5caac5232b70fdaa.mp4", "video_id": "2c9293e2f823b931ce4d9bd928762dc451e069e12f6ab77d5caac5232b70fdaa"}
{"item_id": "ScaleLong_539", "benchmark": "ScaleLong", "question": "What was the score when the second set ended?", "options": ["26-24", "25-23", "22-25", "25-20"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Event", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 4331.293633, "attack_pct": 0.6041128824060927, "license": "unknown", "selection_order": 6496, "video": "videos/877a273510300c2c6f425e402a4485d32077124e92afc1862a40c5e261e8be0d.mp4", "video_id": "877a273510300c2c6f425e402a4485d32077124e92afc1862a40c5e261e8be0d"}
{"item_id": "S-EMBER_3727", "benchmark": "S-EMBER", "question": "How do I get back to the section where I held the pink Bernat velvet?", "options": ["Turn around, walk past the Red Heart Super Saver yarn, and continue straight down the aisle until you reach the Bernat Velvet section on the left side.", "Go back down the yarn row to the aisle labeled \"BLANKET YARN\"; the pink Bernat Velvet is on the middle shelf there alongside the other Bernat Blanket yarns.", "Turn right and head straight to the back wall ahead of you. The Bernat velvet is in this section, on the third shelf from the top.", "Walk straight ahead and turn left at the end of the aisle, passing the shelves with various yarns to find the section labeled \"BERNAT Velvet\".", "Turn around and walk to the end of the aisle, then turn left. Walk to the next aisle, turn right, and the pink Bernat velvet will be on your left."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "spatial_aware_reasoning", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.25, "attack_pct": 0.3665693171550278, "license": "CC-BY-NC-4.0", "selection_order": 6502, "video": "videos/b6a87ac94ecebf8d07f03bac1ec958e5cec21936cd04d0c466fca30be45da191.mp4", "video_id": "b6a87ac94ecebf8d07f03bac1ec958e5cec21936cd04d0c466fca30be45da191"}
{"item_id": "HLV-1K_3977", "benchmark": "HLV-1K", "question": "Why do the animated characters, such as the panda and the bird, express shock and curiosity in the indoor and outdoor settings featuring lush green bamboo and a whimsical, animated world?", "options": ["Because of the dramatic nighttime storm with heavy rain and lightning.", "Because of the serene nighttime forest scene with a glowing tree.", "Because of the playful elements incorporating stylized clouds and a circular emblem.", "Because of the vibrant blue sky and scattered fluffy white clouds."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "causal", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2949.979138, "attack_pct": 0.2828110881631599, "license": "MIT", "selection_order": 6503, "video": "videos/898aeab263250a6b27b8e13de10a38b13329f6cba978e26cb6b97c39a3171ec8.mp4", "video_id": "898aeab263250a6b27b8e13de10a38b13329f6cba978e26cb6b97c39a3171ec8"}
{"item_id": "validation_Geography_3:Perception", "benchmark": "VideoMMMU", "question": "What is the text highlighted in red with an arrow pointing to E on the first diagram in Tester section?", "options": ["The deflected shape is the influence line.", "Reaction at A.", "Moment at B.", "Influence line at G.", "Shear force at C.", "Not a pin!", "Unit displacement of 1.", "Rotation deformation of 1.", "The shear deformation is 1.", "The deflected line is the reaction."], "answer": "F", "answer_idx": 5, "n_options": 10, "chance": 0.1, "capability": "grounding", "task_class": "Perception", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 916.28295, "attack_pct": 0.939492706854266, "license": "unknown", "selection_order": 6509, "video": "videos/efb1642494855469de0f3c639c849933fd1b427e68dcbdaf8c9f1f13535f5693.mp4", "video_id": "efb1642494855469de0f3c639c849933fd1b427e68dcbdaf8c9f1f13535f5693"}
{"item_id": "HLV-1K_9912", "benchmark": "HLV-1K", "question": "In which direction does the man in the red polo shirt extend his right arm during the event from 52.0 to 2838.0 seconds?", "options": ["Towards the left of the frame.", "Towards the right of the frame.", "Upwards.", "Downwards."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object-direction", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 2841.51873, "attack_pct": 0.816791983993804, "license": "MIT", "selection_order": 6510, "video": "videos/cdc89744e0f23587d2b6a6c1489ff43fb0701797df6b99df13f7e73566bf6dd0.mp4", "video_id": "cdc89744e0f23587d2b6a6c1489ff43fb0701797df6b99df13f7e73566bf6dd0"}
{"item_id": "S-EMBER_7829", "benchmark": "S-EMBER", "question": "How much time passed between when I placed the second Ace at the top of the table and when I placed the third one?", "options": ["About 4 minutes.", "About 6 seconds.", "About 52 seconds.", "About 10 seconds.", "About 40 seconds."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1200.0, "attack_pct": 0.3665693171550278, "license": "CC-BY-NC-4.0", "selection_order": 6516, "video": "videos/b4a16bf5d8f0a3956ced566dcee5acbffe052152242e6434ffc264242e424735.mp4", "video_id": "b4a16bf5d8f0a3956ced566dcee5acbffe052152242e6434ffc264242e424735"}
{"item_id": "ScaleLong_912", "benchmark": "ScaleLong", "question": "What was the host doing at the beginning of the video?", "options": ["Interviewing a special guest on the spot", "Welcoming viewers to the show", "Presenting the agenda for the episode", "Introducing the background of the upcoming guests"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Shot", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3991.2, "attack_pct": 0.6041128824060927, "license": "unknown", "selection_order": 6517, "video": "videos/89ee7339d6daf989778303dbb92cd9f37a9c3926baa905eee2f8910516bcb0f0.mp4", "video_id": "89ee7339d6daf989778303dbb92cd9f37a9c3926baa905eee2f8910516bcb0f0"}
{"item_id": "test_Materials_91:Adaptation", "benchmark": "VideoMMMU", "question": "Rods AB and BC each have a diameter of 5 mm. If the load of is applied to the ring, determine the average normal stress in each rod if <image 1>.", "options": ["$\\theta = 44.18968^{\\circ}; P = 1443.506\\,\\text{N}$", "$\\theta = 46.18968^{\\circ}; P = 1473.506\\,\\text{N}$", "$\\theta = 42.18968^{\\circ}; P = 1453.506\\,\\text{N}$", "$\\theta = 50.18968^{\\circ}; P = 1403.506\\,\\text{N}$", "$\\theta = 49.18968^{\\circ}; P = 1433.506\\,\\text{N}$", "$\\theta = 44.18968^{\\circ}; P = 1463.506\\,\\text{N}$", "$\\theta = 48.18968^{\\circ}; P = 1463.506\\,\\text{N}$", "$\\theta = 48.18968^{\\circ}; P = 1443.506\\,\\text{N}$", "$\\theta = 45.18968^{\\circ}; P = 1483.506\\,\\text{N}$", "$\\theta = 47.18968^{\\circ}; P = 1423.506\\,\\text{N}$"], "answer": "G", "answer_idx": 6, "n_options": 10, "chance": 0.1, "capability": "knowledge", "task_class": "Adaptation", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 702.566667, "attack_pct": 0.9412837227313798, "license": "unknown", "selection_order": 6523, "video": "videos/f0c7bf3cce3e7d62bb1dc00cdd8343874b9a4d96f8eaab0ee2008df6896a9a01.mp4", "video_id": "f0c7bf3cce3e7d62bb1dc00cdd8343874b9a4d96f8eaab0ee2008df6896a9a01"}
{"item_id": "Video-MME_2303", "benchmark": "Video-MME", "question": "What is the medal awarded to the first runner to reach the finish line in the 1500m run in the video?", "options": ["Gold medal.", "Silver medal.", "Bronze medal.", "He did not receive a medal."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Object Reasoning", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 2643.057778, "attack_pct": 0.9789111914289402, "license": "unknown", "selection_order": 6524, "video": "videos/099042d4e22040145ae774edb4eda5a23d18d5620ab0f4b78650525214fe4c8d.mp4", "video_id": "099042d4e22040145ae774edb4eda5a23d18d5620ab0f4b78650525214fe4c8d"}
{"item_id": "S-EMBER_7911", "benchmark": "S-EMBER", "question": "According to the instructions, what type of lily am I embroidering?", "options": ["A White Lily", "A Buccia Lily", "A Hooded Lily", "A Delicate Lily", "A Calla Lily"], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "visual_detail_recall", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.3717971472828191, "license": "CC-BY-NC-4.0", "selection_order": 6530, "video": "videos/d280b1028162b5aadf0b0974fd3556150bcda60a6ebf724b4bae9830d060c4d6.mp4", "video_id": "d280b1028162b5aadf0b0974fd3556150bcda60a6ebf724b4bae9830d060c4d6"}
{"item_id": "test_Electronics_116:Adaptation", "benchmark": "VideoMMMU", "question": "For the circuit in <image 1>, calculate the total impedance $Z_{ab}$ in terms of ohm. Provide your answer as a complex number (like 0.2 + j0.4).", "options": ["412 - j130", "442 - j180", "410 - j120", "450 - j150", "422 - j140", "452 - j180", "442 - j190", "435 - j190", "440 - j160", "432 - j200"], "answer": "G", "answer_idx": 6, "n_options": 10, "chance": 0.1, "capability": "knowledge", "task_class": "Adaptation", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 633.667, "attack_pct": 0.9413643991222408, "license": "unknown", "selection_order": 6537, "video": "videos/edcad1d3a527059070e30889e06592384c40070ebce5d33973ff7c19513e7e9a.mp4", "video_id": "edcad1d3a527059070e30889e06592384c40070ebce5d33973ff7c19513e7e9a"}
{"item_id": "HLV-1K_392", "benchmark": "HLV-1K", "question": "During the video event from 1022.0 to 1066.0 seconds, which element on the YouTube page is likely to change the fastest?", "options": ["The number of views on the video.", "The number of subscribers to the channel.", "The advertisement playing.", "The background of the studio setup."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "speed", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 4865.346757, "attack_pct": 0.8309990964244224, "license": "MIT", "selection_order": 6538, "video": "videos/2a22cc95e2e6777b6ddbb66859230f28bed87c32d0e0d4b63e455bc405479b87.mp4", "video_id": "2a22cc95e2e6777b6ddbb66859230f28bed87c32d0e0d4b63e455bc405479b87"}
{"item_id": "S-EMBER_290", "benchmark": "S-EMBER", "question": "How many times has the man picked up from the pile since I last gave him one of my cards?", "options": ["He has picked up from the pile twice.", "He has picked up from the pile exactly four times.", "He has picked up from the pile only once.", "He has picked up from the pile three times.", "He has picked up from the pile five times."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.3760326578030205, "license": "CC-BY-NC-4.0", "selection_order": 6544, "video": "videos/86b9e4ed8c8f21c605280a5410ee5e090501e4ccac2eb90504583d744f1cb7e6.mp4", "video_id": "86b9e4ed8c8f21c605280a5410ee5e090501e4ccac2eb90504583d744f1cb7e6"}
{"item_id": "Video-MME_2064", "benchmark": "Video-MME", "question": "What does this video tell?", "options": ["The process of building a starship.", "Why Starship is the holy grail for SpaceX.", "Why Starlink is crucial to SpaceX's success.", "How SpaceX could Win The Space Race."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Information Synopsis", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3458.635465, "attack_pct": 0.8019071898799536, "license": "unknown", "selection_order": 6545, "video": "videos/3458be98c3631208dd26d0daf6d07fcdb49300c9c670a13a4ef88dcc738e67d3.mp4", "video_id": "3458be98c3631208dd26d0daf6d07fcdb49300c9c670a13a4ef88dcc738e67d3"}
{"item_id": "validation_Electronics_12:Comprehension", "benchmark": "VideoMMMU", "question": "If the supply voltage VCC is increased from 15V to 20V while keeping all other components the same, what would be the new collector-emitter voltage (VCE)?", "options": ["15.77V", "20.77V", "5.77V", "12.77V", "8.77V", "6.77V", "4.77V", "11.77V", "2.77V", "0.77V"], "answer": "H", "answer_idx": 7, "n_options": 10, "chance": 0.1, "capability": "knowledge", "task_class": "Comprehension", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 813.033333, "attack_pct": 0.943518458758229, "license": "unknown", "selection_order": 6551, "video": "videos/8085c2be8d138efddb0a6b70e26b5e33fe6fdc828a114e57a4638d262490f88b.mp4", "video_id": "8085c2be8d138efddb0a6b70e26b5e33fe6fdc828a114e57a4638d262490f88b"}
{"item_id": "ScaleLong_65", "benchmark": "ScaleLong", "question": "Which country's player will the Spanish female athlete be competing against?", "options": ["Chinese player", "Japanese player", "German player", "Korean player"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Video Clip", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 3720.0, "attack_pct": 0.6141570930682845, "license": "unknown", "selection_order": 6552, "video": "videos/867e7fb4b19ec4213fa0e69f22099b5d459bc16a3214e84d75e7b3edd6b4d2fe.mp4", "video_id": "867e7fb4b19ec4213fa0e69f22099b5d459bc16a3214e84d75e7b3edd6b4d2fe"}
{"item_id": "S-EMBER_9378", "benchmark": "S-EMBER", "question": "How does the first racket I touched compare to the second racket I touched?", "options": ["The first racket you touched was a blue and black Head racket, while the second one was a pink and white Wilson racket.", "The first racket you touched was a black and yellow Head racket, while the second one was a blue and yellow Head racket.", "The first racket you touched was a pink and white Wilson racket, while the second one was a blue and yellow Head racket.", "The first racket you touched was a pink and white racket, while the second one was a teal and black racket.", "The first racket you touched was a black and white youth racket, while the second one was a pink and white adult racket."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "egocentric", "task_class": "object_comparison", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.3787433845359494, "license": "CC-BY-NC-4.0", "selection_order": 6558, "video": "videos/5227cfa89690212cbfb7ca14c3f354345c00d71ac7dad179e25f2ac125225a22.mp4", "video_id": "5227cfa89690212cbfb7ca14c3f354345c00d71ac7dad179e25f2ac125225a22"}
{"item_id": "MLVU_2031", "benchmark": "MLVU", "question": "Which of the following options correctly matches the sequence of actions as they actually appear in the video?\n(A) cooking sausages --> pole vault --> clean and jerk --> stomping grapes\n(B) clean and jerk --> cooking sausages --> pole vault --> stomping grapes\n(C) clean and jerk --> stomping grapes --> cooking sausages --> pole vault\n(D) pole vault --> stomping grapes --> cooking sausages --> clean and jerk\n", "options": ["cooking sausages --> pole vault --> clean and jerk --> stomping grapes", "clean and jerk --> cooking sausages --> pole vault --> stomping grapes", "clean and jerk --> stomping grapes --> cooking sausages --> pole vault", "pole vault --> stomping grapes --> cooking sausages --> clean and jerk"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "order", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 6936.4, "attack_pct": 0.9115141345036788, "license": "CC-BY-NC-SA-4.0", "selection_order": 6559, "video": "videos/27fae073bf4a3ad9f14c06f7643b064b4ddc49ee32a3ef5f3a2a12c6ce732845.mp4", "video_id": "27fae073bf4a3ad9f14c06f7643b064b4ddc49ee32a3ef5f3a2a12c6ce732845"}
{"item_id": "validation_Diagnostics_and_Laboratory_Medicine_4:Comprehension", "benchmark": "VideoMMMU", "question": "The 5th chapter is _____", "options": ["Introduction", "Clinical features", "Imaging findings of subependymoma & it's DDs", "Macroscopic & microscopic findings", "Genetic profile", "Immunohistochemistry", "Prognosis"], "answer": "F", "answer_idx": 5, "n_options": 7, "chance": 0.142857, "capability": "knowledge", "task_class": "Comprehension", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 729.366667, "attack_pct": 0.955724796695495, "license": "unknown", "selection_order": 6565, "video": "videos/aaa8b0655cd45801d6dce1124418c41fc1873c7f77af22f9f52b0302138c301a.mp4", "video_id": "aaa8b0655cd45801d6dce1124418c41fc1873c7f77af22f9f52b0302138c301a"}
{"item_id": "HLV-1K_2926", "benchmark": "HLV-1K", "question": "What is the young girl in the red dress doing in the video from 4.0 to 2723.0 seconds?", "options": ["Playing with a toy on a green lawn.", "Running around an inflatable ice cream truck.", "Holding two oversized ice cream cones.", "Interacting with colorful fabrics."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "character-understanding", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 2725.117098, "attack_pct": 0.8325480831289531, "license": "MIT", "selection_order": 6566, "video": "videos/34f9487321b0456112f34eea5a268f37de96cc29ab53c442bbb56b6f2e44ac83.mp4", "video_id": "34f9487321b0456112f34eea5a268f37de96cc29ab53c442bbb56b6f2e44ac83"}
{"item_id": "S-EMBER_4013", "benchmark": "S-EMBER", "question": "How many different products have I seen the woman with the purple sunglasses pick up from the displays?", "options": ["She picked up eight different products from the displays.", "She picked up three different products from the displays.", "She picked up four different products from the displays.", "She picked up nine different products from the displays.", "She picked up five different products from the displays."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 602.25, "attack_pct": 0.3815751258551697, "license": "CC-BY-NC-4.0", "selection_order": 6572, "video": "videos/212bf4bf535bc6ade52f811afc7d47a92e1ea990a4886db7dd8e157e291afdba.mp4", "video_id": "212bf4bf535bc6ade52f811afc7d47a92e1ea990a4886db7dd8e157e291afdba"}
{"item_id": "HLV-1K_4129", "benchmark": "HLV-1K", "question": "What happens after the scene with the girl in brightly colored clothing interacting in front of a traditional building surrounded by lush greenery?", "options": ["A scene with several girls in distinct cultural attire set against green mountains.", "A scene with a person in a well-lit kitchen actively engaged in tasks.", "A scene with a woman seated outdoors in a lush garden or patio area.", "A scene with a man seated in a lush green environment, possibly a park."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal-relationship", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2768.677732, "attack_pct": 0.4877533238673034, "license": "MIT", "selection_order": 6573, "video": "videos/31bbf9a016da3cac9bd85cc82714705fa4b00dbefa6c563bc418129190edcd4e.mp4", "video_id": "31bbf9a016da3cac9bd85cc82714705fa4b00dbefa6c563bc418129190edcd4e"}
{"item_id": "new_Psychology_3:Adaptation", "benchmark": "VideoMMMU", "question": "<image 1> Which psychological perspective does the following example most likely belong to?", "options": ["Psychodynamic", "Behavioral", "Humanistic", "Cognitive", "Biological", "Evolutionary", "Sociocultural", "Structuralism", "Functionalism", "Classical Antiquity"], "answer": "D", "answer_idx": 3, "n_options": 10, "chance": 0.1, "capability": "knowledge", "task_class": "Adaptation", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 870.466667, "attack_pct": 0.9562330579579192, "license": "unknown", "selection_order": 6579, "video": "videos/896b8d06cb10ed5e14e39bc88e67c71e8d68200f98b64a8c51fe0ff4a6d4f152.mp4", "video_id": "896b8d06cb10ed5e14e39bc88e67c71e8d68200f98b64a8c51fe0ff4a6d4f152"}
{"item_id": "ScaleLong_40", "benchmark": "ScaleLong", "question": "What was the sequence of victories in the two matches?", "options": ["The Japanese team won the first match, and the Chinese team won the second match.", "The Chinese team won both matches.", "The Japanese team won both matches.", "The Chinese team won the first match, and the Japanese team won the second match."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Story", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 3525.2, "attack_pct": 0.6256938169614045, "license": "unknown", "selection_order": 6580, "video": "videos/6f8f5e77180852117546b8edbe43122528641b702ec8ddb4e4d87266e1cb0801.mp4", "video_id": "6f8f5e77180852117546b8edbe43122528641b702ec8ddb4e4d87266e1cb0801"}
{"item_id": "S-EMBER_6588", "benchmark": "S-EMBER", "question": "From where I am sitting now, how do I get to the restroom?", "options": ["Stand up, go straight ahead and turn right, the restroom is located immediately on the right side of the aisle.", "Stand up, turn completely around, walk between the rows of seats to the back wall, and turn to your left.", "Stand up, walk to the right towards the area with the 'SAVE THE WHALES' sign and the glass railing.", "Stand up, walk straight ahead towards the 'H2O' sign visible on the front wall, which indicates the restroom location.", "Stand up, walk straight ahead past the large pillars, and look near the glass walls on the right side."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "egocentric", "task_class": "spatial_aware_reasoning", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.3815751258551697, "license": "CC-BY-NC-4.0", "selection_order": 6586, "video": "videos/5e2ceda5a3a597b6ad41d07dab1ac841574bf7eba6e107db0c10790b8084dbaf.mp4", "video_id": "5e2ceda5a3a597b6ad41d07dab1ac841574bf7eba6e107db0c10790b8084dbaf"}
{"item_id": "ScaleLong_1104", "benchmark": "ScaleLong", "question": "There was a soldier leaning on his bed reading a book, what color was the cover?", "options": ["Blue cover.", "Green cover.", "Black cover.", "Red cover."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Clip", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2642.041667, "attack_pct": 0.7079353298050859, "license": "unknown", "selection_order": 6587, "video": "videos/9fc89fda1ae72a3c82670522cab2379f2824e0d65de21df312d7b713e529dee2.mp4", "video_id": "9fc89fda1ae72a3c82670522cab2379f2824e0d65de21df312d7b713e529dee2"}
{"item_id": "validation_Agriculture_8:Adaptation", "benchmark": "VideoMMMU", "question": "<image 1> What could be the probable reason for the blemish present on the side of this leaf, which is from a globe artichoke plant typically cultivated in the Mediterranean and South America?", "options": ["Water mould infection", "Bacterial infection", "Do not know and do not want to guess", "Fungal infection", "Nutrient deficiency", "Insect damage", "Viral infection", "Environmental stress", "Herbicide injury", "Physical damage"], "answer": "B", "answer_idx": 1, "n_options": 10, "chance": 0.1, "capability": "knowledge", "task_class": "Adaptation", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 872.966667, "attack_pct": 0.9562330579579192, "license": "unknown", "selection_order": 6593, "video": "videos/00069d5b9fe825900057be10c9db3bd01e2be8aed8c67797377858a978121ad1.mp4", "video_id": "00069d5b9fe825900057be10c9db3bd01e2be8aed8c67797377858a978121ad1"}
{"item_id": "HLV-1K_2035", "benchmark": "HLV-1K", "question": "During the video segment from 929.0 to 942.0 seconds, which individual is likely to be moving at a slower pace?", "options": ["The person in the red shirt with headphones.", "The woman in the red dress.", "The man in the black t-shirt with a colorful design.", "The man in casual attire with a cowboy hat."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "speed", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 2898.407619, "attack_pct": 0.8473279979346844, "license": "MIT", "selection_order": 6594, "video": "videos/48a69aedc24d973e865be150b08d3ee1e0a4689a7458b3e2507f8a11b8c54636.mp4", "video_id": "48a69aedc24d973e865be150b08d3ee1e0a4689a7458b3e2507f8a11b8c54636"}
{"item_id": "S-EMBER_3818", "benchmark": "S-EMBER", "question": "How many times have I seen the man in the leather jacket, starting from when the bearded man walked by until now?", "options": ["You have seen the man in the leather jacket two times.", "You have seen the man in the leather jacket four times.", "You have seen the man in the leather jacket exactly once.", "You have seen the man in the leather jacket six times.", "You have seen the man in the leather jacket three times."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.3893039240996515, "license": "CC-BY-NC-4.0", "selection_order": 6600, "video": "videos/6bc17637df7ab2a2d643d56105da7a70273b89b23f731ff473ae43db1ee9510a.mp4", "video_id": "6bc17637df7ab2a2d643d56105da7a70273b89b23f731ff473ae43db1ee9510a"}
{"item_id": "ScaleLong_837", "benchmark": "ScaleLong", "question": "How many energy-saving methods did the professor mention?", "options": ["5", "11", "9", "7"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Video Story", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 6932.558967, "attack_pct": 0.6256938169614045, "license": "unknown", "selection_order": 6601, "video": "videos/687eee2c0b77fb433ddde541a17d1df32c998856a2580c725d5240d957d5baa1.mp4", "video_id": "687eee2c0b77fb433ddde541a17d1df32c998856a2580c725d5240d957d5baa1"}
{"item_id": "validation_Architecture_and_Engineering_10:Adaptation", "benchmark": "VideoMMMU", "question": "Following are the corrected latitudes and departures of the lines of a closed traverse. Calculate the area of the traverse by the D.M.D. method.<image 1>", "options": ["4730 $m^{2}$", "4729 $m^{2}$", "4725 $m^{2}$", "4718 $m^{2}$", "4705 $m^{2}$", "4728 $m^{2}$", "4720 $m^{2}$", "4750 $m^{2}$", "4723 $m^{2}$", "4735 $m^{2}$"], "answer": "I", "answer_idx": 8, "n_options": 10, "chance": 0.1, "capability": "knowledge", "task_class": "Adaptation", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 652.4, "attack_pct": 0.9594439783141862, "license": "unknown", "selection_order": 6607, "video": "videos/6c469f1e1a76d75782c19696391811f668b1fdef98f663cfa82c47faaced840c.mp4", "video_id": "6c469f1e1a76d75782c19696391811f668b1fdef98f663cfa82c47faaced840c"}
{"item_id": "S-EMBER_4530", "benchmark": "S-EMBER", "question": "How long was I holding the white toy with the pink hat?", "options": ["You were holding the white toy with the pink hat for 15 seconds.", "You held the white toy with the pink hat for approximately 10 seconds.", "You were holding the white toy with the pink hat for 14 seconds.", "You spent about 40 seconds holding the white toy with the pink hat.", "You held the white toy with the pink hat for 4 seconds."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.5, "attack_pct": 0.3939024783787272, "license": "CC-BY-NC-4.0", "selection_order": 6614, "video": "videos/9b65c0bd2ee3951e3b88e37c172fe434c8cbae9e3d39851f89f24ddd356cf0a5.mp4", "video_id": "9b65c0bd2ee3951e3b88e37c172fe434c8cbae9e3d39851f89f24ddd356cf0a5"}
{"item_id": "Video-MME_2417", "benchmark": "Video-MME", "question": "In the latter part of the video, which prize can Sam Campbell not obtain?", "options": ["A wooden table.", "A wooden Pinocchio.", "A stick.", "A wooden painting."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Object Recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2794.800181, "attack_pct": 0.8433345165870659, "license": "unknown", "selection_order": 6615, "video": "videos/3476f2384f03b9a33cb9861593a1a0ec86a1ee0e9cf9438266ca1271af562007.mp4", "video_id": "3476f2384f03b9a33cb9861593a1a0ec86a1ee0e9cf9438266ca1271af562007"}
{"item_id": "validation_Electronics_10:Adaptation", "benchmark": "VideoMMMU", "question": "For the circuit in <image 1>, calculate the current in $I_1$ in terms of A. Provide your answer as a complex number (like 0.2 + j0.4).", "options": ["0.125 + j0.390", "0.140 + j0.340", "0.125 + j0.330", "0.140 + j0.360", "0.130 + j0.340", "0.135 + j0.350", "0.121 + j0.380", "0.120 + j0.320", "0.15 + j0.330", "0.130 + j0.310"], "answer": "C", "answer_idx": 2, "n_options": 10, "chance": 0.1, "capability": "knowledge", "task_class": "Adaptation", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 660.6, "attack_pct": 0.9635988124435264, "license": "unknown", "selection_order": 6621, "video": "videos/dc038f1b2cfeb10a6323c937af24ba4f1371969f94c7c9fc23bb110aad8859ef.mp4", "video_id": "dc038f1b2cfeb10a6323c937af24ba4f1371969f94c7c9fc23bb110aad8859ef"}
{"item_id": "HLV-1K_10358", "benchmark": "HLV-1K", "question": "Which individual is likely to be more animated and engaged in the activities based on their movements and interactions from 105.0 to 2808.0 seconds?", "options": ["The individual in the patterned shirt with blue hair.", "The individual in the brown off-the-shoulder top.", "The individual in the orange top.", "The individual in the patterned black and gold jacket."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "speed", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 2820.063492, "attack_pct": 0.8585339486252743, "license": "MIT", "selection_order": 6622, "video": "videos/f90520a74ce9d3878184a9156bb66c34576f36e2bf0da160db02a463b411ed32.mp4", "video_id": "f90520a74ce9d3878184a9156bb66c34576f36e2bf0da160db02a463b411ed32"}
{"item_id": "S-EMBER_694", "benchmark": "S-EMBER", "question": "Where was the stuffed toy before I moved it to the corner of the bed?", "options": ["It was on the left side of the bed.", "It was on the bed, partially covered by a white pillow.", "It was under the red and white checkered blanket.", "It was being held in front of a folding clothes drying rack.", "It was on the chair where the blue blanket was tossed."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "location_trace", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.3946931070091648, "license": "CC-BY-NC-4.0", "selection_order": 6628, "video": "videos/e82033486bade24cb7f2b77ef9d278e373963b73b954764e4f998cabc15fdaf6.mp4", "video_id": "e82033486bade24cb7f2b77ef9d278e373963b73b954764e4f998cabc15fdaf6"}
{"item_id": "Video-MME_2524", "benchmark": "Video-MME", "question": "According to the video, which of the following statements is accurate?", "options": ["Maurizio Gucci fulfilled his vision.", "The video features an interview with Domenico De Sole.", "Paolo Gucci held the highest stake among the third-generation descendants.", "Patrizia Reggiani was sentenced to 10 years in prison."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Information Synopsis", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 1987.790658, "attack_pct": 0.8325480831289531, "license": "unknown", "selection_order": 6629, "video": "videos/6e22e304c0f489974e23f32be42706924bd3b5d546e8a0af8f67da951d7872d1.mp4", "video_id": "6e22e304c0f489974e23f32be42706924bd3b5d546e8a0af8f67da951d7872d1"}
{"item_id": "validation_Energy_and_Power_2:Comprehension", "benchmark": "VideoMMMU", "question": "Based on the example question of Carnot heat engine from 9:00 to 12:00, what is the Carnot efficiency with a hot reservoir temperature of 350°C while the other information remains unchanged?", "options": ["0.733 or 73.3%", "0.582 or 58.2%", "0.447 or 44.7%", "0.545 or 54.5%", "0.815 or 81.5%", "0.339 or 33.9%", "0.527 or 52.7%", "0.705 or 70.5%", "0.418 or 41.8%", "0.896 or 89.6%"], "answer": "D", "answer_idx": 3, "n_options": 10, "chance": 0.1, "capability": "knowledge", "task_class": "Comprehension", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 918.7, "attack_pct": 0.964203885374984, "license": "unknown", "selection_order": 6635, "video": "videos/1c699d353c7d50f3ea3ee2045acf6c8fff637dc858af80df378f00a88b8abb9f.mp4", "video_id": "1c699d353c7d50f3ea3ee2045acf6c8fff637dc858af80df378f00a88b8abb9f"}
{"item_id": "ScaleLong_470", "benchmark": "ScaleLong", "question": "When Germany (GER) scores their 24rd point in the first set, What's the situation now?", "options": ["GER lead", "USA lead", "tie", "didn't see the score"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Shot", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 7000.28, "attack_pct": 0.6381744546275978, "license": "unknown", "selection_order": 6636, "video": "videos/3ed24e4f1b45eb292feeb6e1772c48d87e3a03c357daf5723bfb4e74121b29ab.mp4", "video_id": "3ed24e4f1b45eb292feeb6e1772c48d87e3a03c357daf5723bfb4e74121b29ab"}
{"item_id": "S-EMBER_4528", "benchmark": "S-EMBER", "question": "What did I do between when I opened the sliding door and when I closed it to come back outside?", "options": ["You went inside the house to retrieve a bag of soil and then brought it back outside.", "You took off your shoes, walked to the living room to grab scissors, and put your shoes back on.", "You walked inside the house, looked around the kitchen and dining area, and looked out a window.", "You went inside, picked up an object from the floor, placed it on a table, and went back outside.", "You walked inside the house to get a cup of water from the kitchen before returning outside."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "egocentric", "task_class": "sequential_action", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.25, "attack_pct": 0.3977910804182264, "license": "CC-BY-NC-4.0", "selection_order": 6642, "video": "videos/880d63815cd87549bd2f10adc300d41adb5f365400dbd830ab98346930b29318.mp4", "video_id": "880d63815cd87549bd2f10adc300d41adb5f365400dbd830ab98346930b29318"}
{"item_id": "VideoEval-Pro_416", "benchmark": "VideoEval-Pro", "question": "What does the woman do before throwing the Coca-Cola can into the air?", "options": ["She dances with people", "She throws her shoe away", "She walks barefoot", "She fights with a police"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 3296.142222, "attack_pct": 0.9164515296243708, "license": "unknown", "selection_order": 6643, "video": "videos/ac362662226f29d6cfb43a1d05df57d51ff06ccf62ea9b67b141bf7d1666632f.mp4", "video_id": "ac362662226f29d6cfb43a1d05df57d51ff06ccf62ea9b67b141bf7d1666632f"}
{"item_id": "test_Mechanical_Engineering_359:Perception", "benchmark": "VideoMMMU", "question": "The rotational system has ______(1) degrees of freedom, with rotations \\theta_1 and \\theta_2 connected by a spring with stiffness ______(2), and the transfer function G(s) equals ______(3).", "options": ["1, J_1, \\theta_1(s)/\\theta_2(s)", "2, J_2, K/s", "1, K, \\theta_2(s)/D_1", "2, D_1, \\theta_1(s)/K", "1, J_1, \\theta_2(s)/K", "2, D_2, J_1/J_2", "1, K, D_1/D_2", "2, J_2, \\theta_1(s)/K", "2, K, \\theta_2(s)/T(s)", "1, D_1, \\theta_1(s)/\\theta_2(s)"], "answer": "I", "answer_idx": 8, "n_options": 10, "chance": 0.1, "capability": "knowledge", "task_class": "Perception", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 1097.16383, "attack_pct": 0.9659384277784948, "license": "unknown", "selection_order": 6649, "video": "videos/a953b697cb5bda5c35522441d96952ddee7e0adc4a809bc532cf01e0311ca3cc.mp4", "video_id": "a953b697cb5bda5c35522441d96952ddee7e0adc4a809bc532cf01e0311ca3cc"}
{"item_id": "HLV-1K_8905", "benchmark": "HLV-1K", "question": "What does the camera do as the scene transitions from 7.0 seconds to 4887.0 seconds?", "options": ["The camera zooms in on the man.", "The camera pans across different parts of the room.", "The camera remains static.", "The camera follows the man as he moves."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "camera-direction", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 4890.470748, "attack_pct": 0.8691993674970957, "license": "MIT", "selection_order": 6650, "video": "videos/321ef1991218170deaa1d3fdf57482e72de3fd001c13a7b47bb57fad238efd3e.mp4", "video_id": "321ef1991218170deaa1d3fdf57482e72de3fd001c13a7b47bb57fad238efd3e"}
{"item_id": "S-EMBER_1810", "benchmark": "S-EMBER", "question": "How does this awning compare to the maroon one I saw earlier?", "options": ["This awning is dark blue and has 'THE SWITCH' written on it, while the earlier maroon awning had the text '121 East 31 Street' written across it.", "This awning is blue and reads 'Retail Space for Lease,' while the earlier maroon awning was rounded and displayed '121 East 31 Street' in yellow text.", "This awning is white with red lettering from a Chick-fil-A restaurant, whereas the maroon one you saw earlier was an entirely different color and design.", "This awning is black with white text that reads 'THE SWITCH,' offering a modern design that contrasts sharply with the earlier traditional maroon awning.", "This awning is red and features a simple design with white text, while the earlier maroon awning was a darker shade and located at '121 East 31 Street'."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "object_comparison", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.3986865883567833, "license": "CC-BY-NC-4.0", "selection_order": 6656, "video": "videos/593056342b577605402f988f355dbe92d661883efbebd3456924e4d798ef98d1.mp4", "video_id": "593056342b577605402f988f355dbe92d661883efbebd3456924e4d798ef98d1"}
{"item_id": "HLV-1K_5250", "benchmark": "HLV-1K", "question": "What does the camera do as the podcast recording session progresses from 37.0 to 7250.0 seconds?", "options": ["The camera zooms in on the participants.", "The camera pans across the studio.", "The camera remains static.", "The camera zooms out to show the entire studio."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "camera-direction", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 7194.006349, "attack_pct": 0.4877533238673034, "license": "MIT", "selection_order": 6657, "video": "videos/7cf3032e964e0456c1dca602c80e5eddccc3f5535c843000128c04a8977d23a3.mp4", "video_id": "7cf3032e964e0456c1dca602c80e5eddccc3f5535c843000128c04a8977d23a3"}
{"item_id": "test_Energy_and_Power_276:Adaptation", "benchmark": "VideoMMMU", "question": "Gate ABC in Fig. P2.79 is 1-msquare and hinged at B. It opens automatically when the water level is high enough. Neglecting atmospheric pressure, determine the lowest level h for which the gate will open. <image 1>", "options": ["0.75 m", "0.333 m", "0.5 m", "0.45 m", "0.833 m", "0.6 m", "0.1 m", "0.2 m", "0.25 m"], "answer": "B", "answer_idx": 1, "n_options": 9, "chance": 0.111111, "capability": "knowledge", "task_class": "Adaptation", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 985.8, "attack_pct": 0.9661481863947334, "license": "unknown", "selection_order": 6663, "video": "videos/0a89523866191bb42c129a82ca6a0e44b800d8cbebe7068bf7f98e5303a52cd9.mp4", "video_id": "0a89523866191bb42c129a82ca6a0e44b800d8cbebe7068bf7f98e5303a52cd9"}
{"item_id": "ScaleLong_1353", "benchmark": "ScaleLong", "question": "From 51:25 to 51:30, how many players from the Orange team attempted to steal the ball from player number 27 of the Blue team?", "options": ["0", "1", "3", "2"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Shot", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 6197.88, "attack_pct": 0.6694365560862269, "license": "unknown", "selection_order": 6664, "video": "videos/eb4b17db93a62597dd863cb2d99e6cb491fe64402042d1d5bd1825d57cbc3992.mp4", "video_id": "eb4b17db93a62597dd863cb2d99e6cb491fe64402042d1d5bd1825d57cbc3992"}
{"item_id": "S-EMBER_6193", "benchmark": "S-EMBER", "question": "After folding the wrapper, where did I put the plastic wrap that the button set came in?", "options": ["You placed the plastic wrap on the left side of the table.", "You put the plastic wrap on the right side of the lap desk.", "You set the plastic wrap down on the couch to your right side.", "You dropped the plastic wrap on the left side of your chair.", "You placed the plastic wrap on the table to your right."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "egocentric", "task_class": "location_trace", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.3986865883567833, "license": "CC-BY-NC-4.0", "selection_order": 6670, "video": "videos/c0af78036799b811f48a87e6e489e46d9cc3fd8b09baca085179e7e52edd285f.mp4", "video_id": "c0af78036799b811f48a87e6e489e46d9cc3fd8b09baca085179e7e52edd285f"}
{"item_id": "validation_Electronics_4:Comprehension", "benchmark": "VideoMMMU", "question": "Referring to the example question introduced in the latter half of the video where Vcc is 12 V, what will be the value of V_th when R_2 is doubled", "options": ["3.08 V", "3.43 V", "3.33 V", "2.43 V", "1.94 V", "2.31 V", "1.73 V", "2.05 V", "1.88 V", "2.26 V"], "answer": "B", "answer_idx": 1, "n_options": 10, "chance": 0.1, "capability": "knowledge", "task_class": "Comprehension", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 1010.477144, "attack_pct": 0.9679149993545888, "license": "unknown", "selection_order": 6677, "video": "videos/652fabe53134630caabbe728039d1cc77e1d6755f7256ae332e9f88679735919.mp4", "video_id": "652fabe53134630caabbe728039d1cc77e1d6755f7256ae332e9f88679735919"}
{"item_id": "HLV-1K_8188", "benchmark": "HLV-1K", "question": "What is the man in the white shirt wearing in the video frame at 2217.0 seconds?", "options": ["A blue jacket.", "An apron.", "A checkered shirt.", "A hat."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "character-understanding", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 2835.342222, "attack_pct": 0.8694898025041952, "license": "MIT", "selection_order": 6678, "video": "videos/b38775cea40a3baceffe1892ed31ddba0e69c4902bf86ca758406479a46f0a24.mp4", "video_id": "b38775cea40a3baceffe1892ed31ddba0e69c4902bf86ca758406479a46f0a24"}
{"item_id": "S-EMBER_4338", "benchmark": "S-EMBER", "question": "How long did I take to fill the water pitcher before putting it in the fridge?", "options": ["About 10 seconds.", "About 2 seconds.", "About 20 seconds.", "About 8 seconds.", "About 5 seconds."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.4006389570156189, "license": "CC-BY-NC-4.0", "selection_order": 6684, "video": "videos/36841de7765a073e6fb87a96c6aaec2f74e9e573e1886647e8170c40e2c02150.mp4", "video_id": "36841de7765a073e6fb87a96c6aaec2f74e9e573e1886647e8170c40e2c02150"}
{"item_id": "ScaleLong_1589", "benchmark": "ScaleLong", "question": "The old man who appears most frequently in the video is wearing which of the following?", "options": ["yellow/orange", "pink/purple", "blue/black", "white/silver"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Shot", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2808.12, "attack_pct": 0.6694365560862269, "license": "unknown", "selection_order": 6685, "video": "videos/c39c4243db000f852b3fa031e43734de6fe610e9aba8d92f9057d212ca65d192.mp4", "video_id": "c39c4243db000f852b3fa031e43734de6fe610e9aba8d92f9057d212ca65d192"}
{"item_id": "new_Literature_1:Adaptation", "benchmark": "VideoMMMU", "question": "<image 1>Read the following sentences and choose whether they are similes or metaphors.", "options": ["Similes: Sentences 3, 5, Metaphors: Sentences 1, 4", "Similes: Sentences 2, 5, Metaphors: Sentences 1, 4", "Similes: Sentences 3, Metaphors: Sentences 1, 4", "Similes: Sentences 3, 5, Metaphors: Sentences 1, 4, 7", "Similes: Sentences 3, Metaphors: Sentences 1, 7", "Similes: Sentences 3, Metaphors: Sentences 4, 7", "Similes: Sentences 5, Metaphors: Sentences 1, 7", "Similes: Sentences 5, Metaphors: Sentences 4, 7", "Similes: Sentences 3, Metaphors: Sentences 1, 4, 7", "Similes: Sentences 2, Metaphors: Sentences 1, 7"], "answer": "D", "answer_idx": 3, "n_options": 10, "chance": 0.1, "capability": "knowledge", "task_class": "Adaptation", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 733.533534, "attack_pct": 0.9732719117077578, "license": "unknown", "selection_order": 6691, "video": "videos/f6d86ce92168e52ed432a3b10818794e26f5eeb45e8cf58afe33878fe1f87c9b.mp4", "video_id": "f6d86ce92168e52ed432a3b10818794e26f5eeb45e8cf58afe33878fe1f87c9b"}
{"item_id": "ScaleLong_3", "benchmark": "ScaleLong", "question": "How many times did Chinese athletes hit badminton in this round when the score was 11:10?", "options": ["Chinese athletes have hit badminton five times", "Chinese athletes have hit badminton eight times.", "Chinese athletes have hit badminton four times", "Chinese athletes have hit badminton six times."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Shot", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 4526.776009, "attack_pct": 0.6732041435394346, "license": "unknown", "selection_order": 6692, "video": "videos/6dcd7e4d981c7699aab5100fa391aa20da23118d7cd2b96c477eff1527f6c365.mp4", "video_id": "6dcd7e4d981c7699aab5100fa391aa20da23118d7cd2b96c477eff1527f6c365"}
{"item_id": "S-EMBER_2461", "benchmark": "S-EMBER", "question": "What color was the phone case the person with the orange bag pulled out of their pocket earlier?", "options": ["The phone case was white.", "The phone case was purple.", "The phone case was orange.", "The phone case was black.", "The phone case was light blue."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "visual_detail_recall", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.402542919839938, "license": "CC-BY-NC-4.0", "selection_order": 6698, "video": "videos/c392142051f9687f9356a68f0e055d62b97f60cd0307ba8f3bdc34218a54f86d.mp4", "video_id": "c392142051f9687f9356a68f0e055d62b97f60cd0307ba8f3bdc34218a54f86d"}
{"item_id": "test_Computer_Science_317:Perception", "benchmark": "VideoMMMU", "question": "In the scatter plot shown, the point marked with a blue triangle has CRP value of ______(1) mg/L and PCT value of ______(2) \\mug/L, and it is surrounded by ______(3) points marked with red squares that represent viral infections.", "options": ["45, 40, 4", "40, 40, 5", "40, 45, 5", "35, 45, 4", "45, 35, 5", "40, 35, 6", "35, 40, 5", "45, 45, 4", "40, 50, 5", "50, 40, 6"], "answer": "B", "answer_idx": 1, "n_options": 10, "chance": 0.1, "capability": "knowledge", "task_class": "Perception", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 939.266667, "attack_pct": 0.9776607073705952, "license": "unknown", "selection_order": 6705, "video": "videos/5081a277fb3ad5fab1496acfe9c4303c34beadbf899bc48dd259e960699b8367.mp4", "video_id": "5081a277fb3ad5fab1496acfe9c4303c34beadbf899bc48dd259e960699b8367"}
{"item_id": "HLV-1K_6745", "benchmark": "HLV-1K", "question": "What word is prominently displayed at the bottom center of the frame at 1152.0 seconds into the video?", "options": ["NATURE.", "ADVENTURE.", "DISCOVERY.", "EXPLORATION."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "character-understanding", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 4006.161995, "attack_pct": 0.8762182135020008, "license": "MIT", "selection_order": 6706, "video": "videos/7834df719d3db2e34f1a5f6b4212963979031c3a25fd507b08da0ff35d86ca76.mp4", "video_id": "7834df719d3db2e34f1a5f6b4212963979031c3a25fd507b08da0ff35d86ca76"}
{"item_id": "S-EMBER_1262", "benchmark": "S-EMBER", "question": "How does this domino compare to the first domino I held face up in my hand?", "options": ["The first domino had six dots on one half and two on the other, while this one has three dots and one dot.", "The first domino had nine purple dots and two green dots, while this one has three red dots and one blue dot.", "The first domino had six dots on one half and was blank on the other, while this one has two dots and one dot.", "The first domino had six dots on one side and one dot on the other, while this one has three dots and two dots.", "The first domino had two red dots and one blue dot, while this one has three red dots and one blue dot."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "object_comparison", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.4035675100038725, "license": "CC-BY-NC-4.0", "selection_order": 6712, "video": "videos/257f650a1808d697f983423627a519fcf275d91209a41e458dceba544505c25e.mp4", "video_id": "257f650a1808d697f983423627a519fcf275d91209a41e458dceba544505c25e"}
{"item_id": "Video-MME_1816", "benchmark": "Video-MME", "question": "In line with the video evidence, which of the following statements about Napoleon is correct?", "options": ["In the code made by him, a wife had no right to decide on where to live.", "He was born on an island that was under the control of Corsica at that time.", "He attained the rank of brigadier general at the age of 23.", "His career was stalled because he disagreed with the Jacobin faction."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Object Reasoning", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2737.214694, "attack_pct": 0.84185813863431, "license": "unknown", "selection_order": 6713, "video": "videos/6fc23820172c1ec3824997ab488274cccfa06bb0c5143fe3b4c7a2d3a7de3462.mp4", "video_id": "6fc23820172c1ec3824997ab488274cccfa06bb0c5143fe3b4c7a2d3a7de3462"}
{"item_id": "validation_Mechanical_Engineering_18:Perception", "benchmark": "VideoMMMU", "question": "The uniform plate has a width of ______(1) m, height of ______(2) m, and center of gravity located ______(3) m from the left edge.", "options": ["0.25, 0.5, 0.5", "0.5, 0.25, 0.5", "0.25, 0.25, 0.5", "0.5, 0.5, 0.5", "0.25, 0.5, 0.25", "0.5, 0.25, 0.25", "0.5, 0.5, 0.25", "0.25, 0.25, 0.25", "1.0, 0.5, 0.25", "0.5, 1.0, 0.25"], "answer": "G", "answer_idx": 6, "n_options": 10, "chance": 0.1, "capability": "spatial", "task_class": "Perception", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 764.133333, "attack_pct": 0.9814040919065444, "license": "unknown", "selection_order": 6719, "video": "videos/95a49022d7d76257ba7ca3d78485c0391f28ccf4780c44052d31bfa6fc347707.mp4", "video_id": "95a49022d7d76257ba7ca3d78485c0391f28ccf4780c44052d31bfa6fc347707"}
{"item_id": "ScaleLong_521", "benchmark": "ScaleLong", "question": "At the first rally at the beginning of the second set, where did the ball end up?", "options": ["Flying up into the sky", "on the ground", "In the audience", "Out of the picture."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Shot", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 3006.04, "attack_pct": 0.6766490254291984, "license": "unknown", "selection_order": 6720, "video": "videos/cd9a4ff9c0017d336d1012bbefdb6cd431ee81de006579ab3c325686c2c70e93.mp4", "video_id": "cd9a4ff9c0017d336d1012bbefdb6cd431ee81de006579ab3c325686c2c70e93"}
{"item_id": "S-EMBER_4290", "benchmark": "S-EMBER", "question": "From where I am standing now, how do I get back to the green crib?", "options": ["Turn away from the counter and walk straight out through the wide arch into the living area. Keep going past the sofa into the hallway, where the green crib is in the first room on the left.", "Walk out of the linens and toy corner, turn left into the main aisle, and go straight for a short distance. The green crib will be in the first row of cribs on your right.", "Turn around and walk back past the white wardrobes, the large plush toy display, and the baby bath items. Continue straight through the crib bedding section until you reach the area with the green crib.", "Turn around and walk straight past the high chairs and children's furniture section until you reach the main cribs area. The green crib will be located on the left side of the aisle.", "Turn left, walk down to the end of the aisle passing the large decorative tree. At the corner, turn left again and walk all the way down. The green crib is the last one on your left."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "egocentric", "task_class": "spatial_aware_reasoning", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.4108848586549632, "license": "CC-BY-NC-4.0", "selection_order": 6726, "video": "videos/b08e577642402cb7ed21b781ed2c615025e09ad2cef30f32179e7294b0b3d3bb.mp4", "video_id": "b08e577642402cb7ed21b781ed2c615025e09ad2cef30f32179e7294b0b3d3bb"}
{"item_id": "HLV-1K_3548", "benchmark": "HLV-1K", "question": "What is the man standing near in the video frame at 5731.0 seconds?", "options": ["A window.", "A bookcase.", "A table.", "A door."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "character-understanding", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 7099.849433, "attack_pct": 0.2836581902672002, "license": "MIT", "selection_order": 6727, "video": "videos/8117c542789eed2623925b62aaf5c1a0946900eb0cde4fe088326ce8e3884ee4.mp4", "video_id": "8117c542789eed2623925b62aaf5c1a0946900eb0cde4fe088326ce8e3884ee4"}
{"item_id": "validation_Basic_Medical_Science_6:Perception", "benchmark": "VideoMMMU", "question": "When video describing Pathophysiology of Hypoxemia in COPD, the formula in the right down corner is:", "options": ["$\\dot{V}=\frac{D\times A\times \\Delta P}{\\Delta x}$", "$V_x=\frac{D\times A\times \\Delta P}{\\Delta x}$", "$\\dot{V}_x=\frac{D\times A\times \\Delta P}{\\Delta x}$", "$P_AO_2 = F_IO_2 (P_I - P_{H_2O}) - \\left( \frac{P_aCO_2}{RQ} \right)$", "$F_IO_2 (P_I - P_{H_2O}) = P_AO_2 + \\left( \frac{P_aCO_2}{RQ} \right)$", "$\text{DO}_2 = \text{CO} \times \text{CaO}_2$", "$\text{CaO}_2 = \frac{\text{DO}_2}{\text{CO}}$", "$\text{CaO}_2 = (1.34 \times \text{Hb} \times \text{SaO}_2) + (0.0031 \times \text{PaO}_2)$"], "answer": "C", "answer_idx": 2, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "Perception", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 1060.46046, "attack_pct": 0.9904963211565768, "license": "unknown", "selection_order": 6733, "video": "videos/c6dd968d5c2ac1f90a221f9f0a97f65f23c32cdd3234a9c8f7f7aa13f18d621e.mp4", "video_id": "c6dd968d5c2ac1f90a221f9f0a97f65f23c32cdd3234a9c8f7f7aa13f18d621e"}
{"item_id": "HLV-1K_8697", "benchmark": "HLV-1K", "question": "What is the humanoid character wearing in the frame at 1364.0 seconds into the video?", "options": ["A red, flower-like top.", "A blue, water-like top.", "A green, leaf-like top.", "A yellow, sun-like top."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object understanding", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 1834.353197, "attack_pct": 0.8976862011101071, "license": "MIT", "selection_order": 6734, "video": "videos/4c98d585018f6e8152066bdf5f01b463eaab62e3c4432866da962c6094ed3877.mp4", "video_id": "4c98d585018f6e8152066bdf5f01b463eaab62e3c4432866da962c6094ed3877"}
{"item_id": "S-EMBER_678", "benchmark": "S-EMBER", "question": "What picture was on the back of the blue hairbrush?", "options": ["A yellow duck", "Snow White", "SpongeBob SquarePants", "Cinderella", "A white flower"], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "visual_detail_recall", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.4138295469213889, "license": "CC-BY-NC-4.0", "selection_order": 6740, "video": "videos/5114a7deea2313c30d622ac9448b5ddf9bf3ff0bc6f5c32af231a8a8ba0abb58.mp4", "video_id": "5114a7deea2313c30d622ac9448b5ddf9bf3ff0bc6f5c32af231a8a8ba0abb58"}
{"item_id": "HLV-1K_3680", "benchmark": "HLV-1K", "question": "What happens after the scene with the polar bear walking on a multi-colored path and a person with binoculars?", "options": ["A bustling urban scene with a large bridge and tall skyscrapers.", "A serene coastal landscape with dense green foliage and clear blue water.", "A military tank navigating through a shallow water body amidst greenery.", "A person standing in a surreal landscape with a blurred tree and mountains in the background."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal-relationship", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 8183.501497, "attack_pct": 0.50165386601265, "license": "MIT", "selection_order": 6741, "video": "videos/603a943aec3f41e77e3682310ca49d283b7d2751112b1ad24618dfb55c9adb52.mp4", "video_id": "603a943aec3f41e77e3682310ca49d283b7d2751112b1ad24618dfb55c9adb52"}
{"item_id": "validation_Agriculture_9:Adaptation", "benchmark": "VideoMMMU", "question": "<image 1> What circumstances lead to the typical downy growth showing up on the bottom surface of a leaf from a grapevine that's infected with downy mildew, given that this is the top surface of such a leaf?", "options": ["Low temperature; low light", "When free water has splashed up onto the underside of the leaf", "High temperature, high light", "High relative humidity", "I do not know and I do not want to guess", "Presence of fungal spores", "Waterlogged soil conditions", "Poor air circulation", "Infection during dry weather", "Leaf damage or injury"], "answer": "D", "answer_idx": 3, "n_options": 10, "chance": 0.1, "capability": "knowledge", "task_class": "Adaptation", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 793.8, "attack_pct": 0.9936023622047244, "license": "unknown", "selection_order": 6747, "video": "videos/5aa47387071170417af3b47edb51dd56dc709d4e7889550b9ea2c27b5034308f.mp4", "video_id": "5aa47387071170417af3b47edb51dd56dc709d4e7889550b9ea2c27b5034308f"}
{"item_id": "ScaleLong_1229", "benchmark": "ScaleLong", "question": "In which minute did the referee blow the whistle for the first time?", "options": ["The 4th minute", "The 1st minute", "The 3rd minute", "The 2nd minute"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Event", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 6463.482993, "attack_pct": 0.6835065186523815, "license": "unknown", "selection_order": 6748, "video": "videos/591d7154cbf36b897057fba6cbef3e369f223d9f84eddf974d074ec8245f7fbc.mp4", "video_id": "591d7154cbf36b897057fba6cbef3e369f223d9f84eddf974d074ec8245f7fbc"}
{"item_id": "S-EMBER_4704", "benchmark": "S-EMBER", "question": "How do I get back to the aqua-colored stuffed axolotl from here?", "options": ["Walk straight ahead until you see the table, then turn right and walk straight ahead again to find it on the left side.", "Turn around and walk past the black coat display to the shelves with children's books; the axolotl is on the middle shelf there.", "Turn left from the round display table, walk past the wire basket of plush toys, and approach the wooden shelves displaying children's books.", "Turn left and walk straight until you see the mannequin in black clothing, then take a right; the axolotl will be straight ahead.", "Walk back out of the décor area to the main aisle, return to the children’s section, and look at the right-hand book shelves."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "spatial_aware_reasoning", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.4148057312508068, "license": "CC-BY-NC-4.0", "selection_order": 6754, "video": "videos/db260ea5ced6847967fa9f6f9e536abe9a5f1a2cddd67350c3f9048ecf648459.mp4", "video_id": "db260ea5ced6847967fa9f6f9e536abe9a5f1a2cddd67350c3f9048ecf648459"}
{"item_id": "362", "benchmark": "LVBench", "question": "What happens to the toad after a man stops his blue car?", "options": ["The toad drives a man's car", "The toad chases the horse", "The toad chases the car", "The toad drives the car into the river"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "event understanding", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 4393.586939, "attack_pct": 0.590954563056667, "license": "CC-BY-NC-SA-4.0", "selection_order": 6755, "video": "videos/7135161f9b45bf968ec320cc27b3c381593f47dbd8f17013a11a59da50980315.mp4", "video_id": "7135161f9b45bf968ec320cc27b3c381593f47dbd8f17013a11a59da50980315"}
{"item_id": "validation_Psychology_22:Comprehension", "benchmark": "VideoMMMU", "question": "Which of the following statements about coping strategies are correct according to the video?\nStatements:\n1. In the video, the speaker talks about his own experience with his family going through his daughter's cancer to illustrate post-traumatic growth which is an example of engaging in emotional approach strategy. \n2. Problem-focused coping seeks to alter the stressor itself.\n3. The video uses the example of students preparing for exams to illustrate that avoidance in emotion-focused coping is often problematic. \n4. Positive emotions can help manage stress in stressful situations.", "options": ["1, 3, and 4 are correct.", "1, 2, 3, and 5 are correct.", "2, 3, and 4 are correct.", "1, 4, and 5 are correct.", "1, 3, 4, and 5 are correct.", "2, 4, and 5 are correct.", "Only 1 and 5 are correct.", "1, 2, and 4 are correct.", "All are correct.", "3, 4, and 5 are correct."], "answer": "C", "answer_idx": 2, "n_options": 10, "chance": 0.1, "capability": "knowledge", "task_class": "Comprehension", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 778.9, "attack_pct": 0.9936749709564991, "license": "unknown", "selection_order": 6761, "video": "videos/ee4b617c3ebe9be53937ff5a031557e96d216f174ec9c7244246a6e6a7aa01fd.mp4", "video_id": "ee4b617c3ebe9be53937ff5a031557e96d216f174ec9c7244246a6e6a7aa01fd"}
{"item_id": "HLV-1K_9716", "benchmark": "HLV-1K", "question": "Where is the animated character positioned in relation to the participant wearing headphones during the online video call interface?", "options": ["Beside the participant on the left side.", "Above the participant.", "Below the participant.", "On the right side of the participant."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "spatial-relationship", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 4214.816508, "attack_pct": 0.9088276106880082, "license": "MIT", "selection_order": 6762, "video": "videos/e4839e7af42c36d63f38ced940e7511efcf3bca54ef480f1311ecc287159076d.mp4", "video_id": "e4839e7af42c36d63f38ced940e7511efcf3bca54ef480f1311ecc287159076d"}
{"item_id": "S-EMBER_5787", "benchmark": "S-EMBER", "question": "How long did it take me to walk up the escalator from when I stepped onto it until I stepped off?", "options": ["It took approximately 50 seconds.", "It took you 15 seconds.", "It took you about 40 seconds.", "It took around 20 seconds.", "It took approximately 18 seconds."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "time_duration", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.4187992125984252, "license": "CC-BY-NC-4.0", "selection_order": 6768, "video": "videos/a5a3c582ad5ea4d4d4812922f86e0e85c69246ec586e15fb5e1e844541d2598f.mp4", "video_id": "a5a3c582ad5ea4d4d4812922f86e0e85c69246ec586e15fb5e1e844541d2598f"}
{"item_id": "ScaleLong_1412", "benchmark": "ScaleLong", "question": "How many ANDY WARHOL works are in this auction?", "options": ["4", "5", "3", "2"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Video Story", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 7159.966009, "attack_pct": 0.6729701820059378, "license": "unknown", "selection_order": 6769, "video": "videos/77733cd2225797761e8c541fae2bd25b91e034abe33459d1be2ed88f1cdb08ee.mp4", "video_id": "77733cd2225797761e8c541fae2bd25b91e034abe33459d1be2ed88f1cdb08ee"}
{"item_id": "test_Electronics_6:Adaptation", "benchmark": "VideoMMMU", "question": "For the circuit shown in <image 1>, find $v_c (t)$ if $i_s$ = 25u(t) mA", "options": ["60 + 70(1 - e^{-20t}) u(t) V", "30 + 60(1 - e^{-20t}) u(t) V", "50 + 60(1 - e^{-20t}) u(t) V", "50 + 50(1 - e^{-20t}) u(t) V", "30 + 40(1 - e^{-20t}) u(t) V", "40 + 40(1 - e^{-20t}) u(t) V", "40 + 60(1 - e^{-20t}) u(t) V", "50 + 40(1 - e^{-20t}) u(t) V", "40 + 50(1 - e^{-20t}) u(t) V", "60 + 60(1 - e^{-20t}) u(t) V"], "answer": "G", "answer_idx": 6, "n_options": 10, "chance": 0.1, "capability": "knowledge", "task_class": "Adaptation", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 610.366667, "attack_pct": 0.9941670969407512, "license": "unknown", "selection_order": 6775, "video": "videos/60001a7396b57d917880396cc45ee51a8bb4d1ea31430d8c996fd0788682e360.mp4", "video_id": "60001a7396b57d917880396cc45ee51a8bb4d1ea31430d8c996fd0788682e360"}
{"item_id": "ScaleLong_1102", "benchmark": "ScaleLong", "question": "How many times were the players substituted on the field from the last goal to the end of the game?", "options": ["9 times", "5 times", "7 times", "3 times"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "Video Story", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 7679.8, "attack_pct": 0.6935023234800568, "license": "unknown", "selection_order": 6776, "video": "videos/c29895f458f1f60744e2db761880c58b1477f38969f224c939102d3992ea84c8.mp4", "video_id": "c29895f458f1f60744e2db761880c58b1477f38969f224c939102d3992ea84c8"}
{"item_id": "S-EMBER_2140", "benchmark": "S-EMBER", "question": "How long was I holding the paper towel roll before I tore out a piece?", "options": ["You held the paper towel roll for 42 seconds before you tore a piece from it.", "You held the paper towel roll for about 31 seconds before tearing a piece off.", "You held the paper towel roll for approximately 10 seconds before tearing a piece out.", "You held the paper-towel roll for roughly 3 seconds before you tore off a sheet.", "You were holding the paper towel roll for 15 seconds before tearing off a piece."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.4217116303085065, "license": "CC-BY-NC-4.0", "selection_order": 6782, "video": "videos/f78272c548db86d6db253e6286fb02685e8f83a3fec82c144f133a7199a9dca2.mp4", "video_id": "f78272c548db86d6db253e6286fb02685e8f83a3fec82c144f133a7199a9dca2"}
{"item_id": "MLVU_1981", "benchmark": "MLVU", "question": "Which of the following options correctly matches the sequence of actions as they actually appear in the video?\n(A) javelin throw --> cooking sausages --> riding mule --> cleaning toilet\n(B) cleaning toilet --> cooking sausages --> javelin throw --> riding mule\n(C) cooking sausages --> cleaning toilet --> riding mule --> javelin throw\n(D) javelin throw --> cooking sausages --> cleaning toilet --> riding mule\n", "options": ["javelin throw --> cooking sausages --> riding mule --> cleaning toilet", "cleaning toilet --> cooking sausages --> javelin throw --> riding mule", "cooking sausages --> cleaning toilet --> riding mule --> javelin throw", "javelin throw --> cooking sausages --> cleaning toilet --> riding mule"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "order", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 7200.066667, "attack_pct": 0.9360558926035883, "license": "CC-BY-NC-SA-4.0", "selection_order": 6783, "video": "videos/1370fca97b03bd7478c7a7e1eeab6e43ba42553449ff04f2a0520ccd64d73618.mp4", "video_id": "1370fca97b03bd7478c7a7e1eeab6e43ba42553449ff04f2a0520ccd64d73618"}
{"item_id": "S-EMBER_3698", "benchmark": "S-EMBER", "question": "What objects are on the ground to my right?", "options": ["A white boot, a black yoga mat, a water bottle, and a pair of gloves are on the ground to your right.", "On the floor to your right you can see a pair of sneakers, your backpack, and a grocery bag against the wall.", "There are two white boots, a hat, a blue rope, a water bottle, a backpack, and a piece of clothing.", "You can see a water bottle, a blue cloth, a white hat, and a pair of sunglasses on the ground to your right.", "There is a white boot, a mobile phone, a charging cable, and a set of keys on the ground to your right."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "spatial_aware_reasoning", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.416667, "attack_pct": 0.4250193623338066, "license": "CC-BY-NC-4.0", "selection_order": 6789, "video": "videos/08c2d1aa3d347ed71cdcd40fd4098b1ebab83e2a9b83adeda63a06ca314a15f7.mp4", "video_id": "08c2d1aa3d347ed71cdcd40fd4098b1ebab83e2a9b83adeda63a06ca314a15f7"}
{"item_id": "HLV-1K_5771", "benchmark": "HLV-1K", "question": "In the virtual film festival event from 3671.0 to 3739.0 seconds, where is the couple walking while being recorded on a JOBY tripod-mounted smartphone?", "options": ["On a well-lit urban street at night.", "In a professional setup against a white brick wall.", "On a rooftop with an illuminated city skyline.", "In a virtual conference or panel."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "spatial-relationship", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 5398.128617, "attack_pct": 0.926616754872854, "license": "MIT", "selection_order": 6790, "video": "videos/adeecbbee4df46b5a4d6df1e217d7b84090f8bf2930c0c4e9959b3a1a2ec11f7.mp4", "video_id": "adeecbbee4df46b5a4d6df1e217d7b84090f8bf2930c0c4e9959b3a1a2ec11f7"}
{"item_id": "S-EMBER_2122", "benchmark": "S-EMBER", "question": "How many times have I picked up the white ball with blue and orange colors so far?", "options": ["2 times so far.", "4 times so far.", "5 times so far.", "3 times so far.", "6 times so far."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 601.0, "attack_pct": 0.4264392668129598, "license": "CC-BY-NC-4.0", "selection_order": 6796, "video": "videos/2dbb1740b9b67a859badccfec3df39e23c311a4600161df5f86108e3fbe919df.mp4", "video_id": "2dbb1740b9b67a859badccfec3df39e23c311a4600161df5f86108e3fbe919df"}
{"item_id": "Video-MME_2131", "benchmark": "Video-MME", "question": "What research did Oliver Niebuhr conduct?", "options": ["Whether one's abilities can be judged based on facial features.", "Whether someone's reliability can be judged through their voice.", "What factors make a voice more attractive.", "Whether personality traits can be deciphered through facial and vocal cues."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Object Reasoning", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2545.975147, "attack_pct": 0.8510149089970311, "license": "unknown", "selection_order": 6797, "video": "videos/c282e6836a32739b8fb89ab2022201166e66e0db2a89958145e731f78ffa78c0.mp4", "video_id": "c282e6836a32739b8fb89ab2022201166e66e0db2a89958145e731f78ffa78c0"}
{"item_id": "S-EMBER_3756", "benchmark": "S-EMBER", "question": "How many times did I brush the nail at the far right end?", "options": ["5 times.", "4 times.", "14 times.", "11 times.", "3 times."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "counting_objects_events", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.083333, "attack_pct": 0.4348780172970182, "license": "CC-BY-NC-4.0", "selection_order": 6803, "video": "videos/ce65024ea36874950b5c49e89ead834dea7626d5e67adda01b5654563ba0229e.mp4", "video_id": "ce65024ea36874950b5c49e89ead834dea7626d5e67adda01b5654563ba0229e"}
{"item_id": "ScaleLong_585", "benchmark": "ScaleLong", "question": "Why did rider number 19 retire from the race?", "options": ["Rider number 19 ran off the track due to a brake issue", "Rider number 19 suffered a mechanical failure", "Rider number 19 experienced a tire blowout", "The vehicle lost control while turning"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Shot", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 4230.0, "attack_pct": 0.717100167806893, "license": "unknown", "selection_order": 6804, "video": "videos/d720bc1f34a658b91798527c0e2ec9de70e4087b7a274a69e71825bd188a20d2.mp4", "video_id": "d720bc1f34a658b91798527c0e2ec9de70e4087b7a274a69e71825bd188a20d2"}
{"item_id": "S-EMBER_3457", "benchmark": "S-EMBER", "question": "From where I am now, how do I get to the \"Ghost Pepper Sandwich\" sign I saw earlier?", "options": ["Go back the way you came, walking straight along the sidewalk until you reach the corner. The sign will be on the window of a restaurant on your right.", "Turn right, follow the blue pathway to exit the store, turn left, and walk straight to cross the street. The sign will be in the window on your left.", "Exit the store, turn right, and walk straight down the street. The 'Ghost Pepper Sandwich' sign will be on your left, on the window of a Wendy's restaurant.", "Keep heading straight down the sidewalk in the same direction, staying on the right-hand side; after you pass the GAP, the sign is displayed in a Popeyes window.", "Exit the store you are currently in and turn right. Walk straight, cross the street, and continue walking straight until you see the sign on your right."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "spatial_aware_reasoning", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.25, "attack_pct": 0.4360720278817607, "license": "CC-BY-NC-4.0", "selection_order": 6810, "video": "videos/b21c1da65c55a54a53ad41628eb7a87a22c0d0a6cf8fed19d6c01a45782d79e1.mp4", "video_id": "b21c1da65c55a54a53ad41628eb7a87a22c0d0a6cf8fed19d6c01a45782d79e1"}
{"item_id": "ScaleLong_1442", "benchmark": "ScaleLong", "question": "Which of the following events is NOT included in the video about Genghis Khan's life between the ages of 10 and 20?", "options": ["He married Börte.", "He gave a black sable coat to the Kerait leader for support.", "His father was poisoned by the Tatars.", "He was captured by the Tayichi'ud and escaped."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Video Event", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 3983.958333, "attack_pct": 0.7303068929908352, "license": "unknown", "selection_order": 6811, "video": "videos/bdebbd66ec7a1c5fbfeddddce23de040c277e7c618f173c1067baa7ddf9dd73b.mp4", "video_id": "bdebbd66ec7a1c5fbfeddddce23de040c277e7c618f173c1067baa7ddf9dd73b"}
{"item_id": "S-EMBER_6504", "benchmark": "S-EMBER", "question": "What did I do right before scribbling over the tree to draw the leaves?", "options": ["You drew birds flying in the sky above the tree.", "You sketched small stick-figure people standing near the trunk.", "You drew pieces of fruit and their stems on the tree.", "You drew the outline of the tree trunk and branches.", "You picked up a green marker to change drawing colors."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "sequential_action", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.4492222795921001, "license": "CC-BY-NC-4.0", "selection_order": 6817, "video": "videos/47b0848bf4da2c6f1f4849a8036bec5950aed96cee8118afc55554bbc60e1d0f.mp4", "video_id": "47b0848bf4da2c6f1f4849a8036bec5950aed96cee8118afc55554bbc60e1d0f"}
{"item_id": "HLV-1K_10101", "benchmark": "HLV-1K", "question": "In the event sequence from 2340.0 to 2405.0 seconds, where is the toy located in the lower part of the frame?", "options": ["On the left.", "On the right.", "In the center.", "In the upper part."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "spatial-relationship", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 2689.915646, "attack_pct": 0.9400655092293791, "license": "MIT", "selection_order": 6818, "video": "videos/eb55c5b132e91cebc2aca4a8f6736face1b05561b18e26ec7953bf84ffdb1a65.mp4", "video_id": "eb55c5b132e91cebc2aca4a8f6736face1b05561b18e26ec7953bf84ffdb1a65"}
{"item_id": "S-EMBER_2390", "benchmark": "S-EMBER", "question": "How many plants have I put in the blue cup?", "options": ["One", "Four", "Three", "Five", "Two"], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "counting_objects_events", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.4524170646701949, "license": "CC-BY-NC-4.0", "selection_order": 6824, "video": "videos/e7e9810d6e0d9ed6fada466efa1fabbb9363f5d28c6217f057970943ed2bf346.mp4", "video_id": "e7e9810d6e0d9ed6fada466efa1fabbb9363f5d28c6217f057970943ed2bf346"}
{"item_id": "HLV-1K_10342", "benchmark": "HLV-1K", "question": "What brand of chairs are the two men seated on during 'The WAN Show'?", "options": ["Secret Lab.", "DXRacer.", "Herman Miller.", "Steelcase."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "object understanding", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 8028.20644, "attack_pct": 0.5033803407770749, "license": "MIT", "selection_order": 6825, "video": "videos/88b0d6155cdff9c3a9aed98ebde1c042c81a82ef977849ff3191dea5a1d78dc8.mp4", "video_id": "88b0d6155cdff9c3a9aed98ebde1c042c81a82ef977849ff3191dea5a1d78dc8"}
{"item_id": "S-EMBER_6641", "benchmark": "S-EMBER", "question": "What colors were on the dog's collar?", "options": ["The dog's collar was red, white, and blue.", "The dog's collar was blue, green, and yellow.", "The dog's collar was yellow and grey.", "The dog's collar was green, yellow, and black.", "The dog's collar was neon green and black."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "visual_detail_recall", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.4594923841487027, "license": "CC-BY-NC-4.0", "selection_order": 6831, "video": "videos/a44bf453199cc4ba3415bbff64c8cae6e5d5899bf54c6597421966367e0f8f77.mp4", "video_id": "a44bf453199cc4ba3415bbff64c8cae6e5d5899bf54c6597421966367e0f8f77"}
{"item_id": "ScaleLong_1519", "benchmark": "ScaleLong", "question": "In the first quarter, what happened", "options": ["The Black team kept the lead throughout the process", "The first game is over, and the White team is in the lead", "First over, Black lead", "The White team kept the lead throughout the process"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Story", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 4199.632966, "attack_pct": 0.725918097327998, "license": "unknown", "selection_order": 6832, "video": "videos/1f5c124933251fca65f44e84d0bfed826ab26c8f99645842bee96c63904beeab.mp4", "video_id": "1f5c124933251fca65f44e84d0bfed826ab26c8f99645842bee96c63904beeab"}
{"item_id": "S-EMBER_4497", "benchmark": "S-EMBER", "question": "What container did I first take the piece in my left hand out of?", "options": ["You first took the piece in your left hand out of Bag A.", "You first took the piece in your left hand out of Bag C.", "You first took the piece in your left hand out of the cardboard box.", "You first took the piece in your left hand out of Bag B.", "You first took the piece in your left hand out of Bag E."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "location_trace", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.461162385439525, "license": "CC-BY-NC-4.0", "selection_order": 6838, "video": "videos/9e5ff5a26a390ceb3628c4587311380d16689deeaec140ce88dd35f10bafb39d.mp4", "video_id": "9e5ff5a26a390ceb3628c4587311380d16689deeaec140ce88dd35f10bafb39d"}
{"item_id": "Video-MME_1987", "benchmark": "Video-MME", "question": "What does the lady in the first case in the video do?", "options": ["She knows that the man is the biological father of her two sons and sends him to prison for failing to pay child support for them.", "She gives her two children to the man to raise and sends him to jail for not paying child support.", "She mistakenly believed that the man was her son's biological father, so when she discovered that he had not paid child support, she chose to call the police, which led to his arrest.", "She knows the man isn't her son's real father, but still put him in jail for not paying child support."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Action Reasoning", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 1996.335601, "attack_pct": 0.8555892603588486, "license": "unknown", "selection_order": 6839, "video": "videos/b6020da3c466013ca049848cbd9383737841f8fbe8b8937d0ab856ee571cf83d.mp4", "video_id": "b6020da3c466013ca049848cbd9383737841f8fbe8b8937d0ab856ee571cf83d"}
{"item_id": "S-EMBER_1517", "benchmark": "S-EMBER", "question": "What color was the first umbrella I passed?", "options": ["The first umbrella you passed was black.", "The first umbrella was purple.", "The umbrella was teal.", "The first umbrella passed was red.", "The first umbrella passed was blue."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "visual_detail_recall", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.083333, "attack_pct": 0.4612672647476442, "license": "CC-BY-NC-4.0", "selection_order": 6845, "video": "videos/94ff503a793e1552f2120b5292d49660ffab30600b5231e33718f2db01879053.mp4", "video_id": "94ff503a793e1552f2120b5292d49660ffab30600b5231e33718f2db01879053"}
{"item_id": "HLV-1K_4675", "benchmark": "HLV-1K", "question": "How does the camera movement enhance the thematic setting in the video event from 22.0 to 3606.0 seconds?", "options": ["The camera remains static, focusing on the detailed props and costumes.", "The camera moves closer to the characters, emphasizing their interactions and the detailed background.", "The camera pans across the desert landscape, highlighting the rustic and futuristic elements.", "The camera zooms out to show the entire marketplace and workshop environment."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "camera-direction", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 3550.586485, "attack_pct": 0.9624209371369562, "license": "MIT", "selection_order": 6846, "video": "videos/5cdb923bb3ea33df60e91d44478e85bc7f7c4a2374fd9811e3ed28173a7fc47c.mp4", "video_id": "5cdb923bb3ea33df60e91d44478e85bc7f7c4a2374fd9811e3ed28173a7fc47c"}
{"item_id": "S-EMBER_3893", "benchmark": "S-EMBER", "question": "What was the order of objects I touched before I touched any food?", "options": ["The zipper pull of the black backpack, and a paper napkin.", "The backpack, then the water bottle, and then the phone.", "The lunchbox, the water bottle, the cellphone, sleeves, and backpack.", "The water bottle, then the backpack, and finally the phone.", "A small bag, a water bottle, and a black backpack."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "temporal_ordering_recognition", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.4661804569510778, "license": "CC-BY-NC-4.0", "selection_order": 6852, "video": "videos/1db37880f7ea6103b9ad387d432f554d82df3b02a1023ca951545b2a5ad910a1.mp4", "video_id": "1db37880f7ea6103b9ad387d432f554d82df3b02a1023ca951545b2a5ad910a1"}
{"item_id": "ScaleLong_364", "benchmark": "ScaleLong", "question": "How many cattle approximately roam the wild in Texas?", "options": ["Over 8 million", "Over 5 million", "Over 6 million", "Over 7 million"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Video Shot", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2634.041667, "attack_pct": 0.6942526139150639, "license": "unknown", "selection_order": 6853, "video": "videos/f0b0e4c596bd30208cfbb0bff021be01ef6cd418e31db40f924cd9e6d0c505a8.mp4", "video_id": "f0b0e4c596bd30208cfbb0bff021be01ef6cd418e31db40f924cd9e6d0c505a8"}
{"item_id": "S-EMBER_817", "benchmark": "S-EMBER", "question": "Where in this room did I see scissors earlier?", "options": ["They were seen on top of a stack of notebooks resting on a red stool.", "You saw them displayed earlier on the laptop screen among images of henna designs.", "You left them on the red table next to the books and scattered papers.", "You set them down on the right side of the bench where you are sitting.", "You saw them on the red mat located to the right of your laptop."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "egocentric", "task_class": "location_trace", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.4746998838259971, "license": "CC-BY-NC-4.0", "selection_order": 6859, "video": "videos/2a67b5059ea37d18fb958659156934c304b8d67b5a21fe994a8d579741545fe3.mp4", "video_id": "2a67b5059ea37d18fb958659156934c304b8d67b5a21fe994a8d579741545fe3"}
{"item_id": "ScaleLong_70", "benchmark": "ScaleLong", "question": "What were the two badminton players doing?", "options": ["the two badminton players are shaking hands", "The two badminton players are high-fiving", "the two badminton players are fist-bumping", "the two badminton players are hugging."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Clip", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 6405.0, "attack_pct": 0.7314686330192333, "license": "unknown", "selection_order": 6860, "video": "videos/be59abae6624938256418e929f201c28700795525f148bd385b25f4a9509527c.mp4", "video_id": "be59abae6624938256418e929f201c28700795525f148bd385b25f4a9509527c"}
{"item_id": "S-EMBER_8848", "benchmark": "S-EMBER", "question": "How many paint brushes have I scrubbed with my fingers so far?", "options": ["Two.", "Eight.", "Three.", "Six.", "Five."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.4747079514650832, "license": "CC-BY-NC-4.0", "selection_order": 6866, "video": "videos/7af887d3a40ee752c05cfa1a06369360015b44d7ac1242319d977b30cd7b4125.mp4", "video_id": "7af887d3a40ee752c05cfa1a06369360015b44d7ac1242319d977b30cd7b4125"}
{"item_id": "VideoEval-Pro_1263", "benchmark": "VideoEval-Pro", "question": "How is Arya Stark when she was a child?", "options": ["Quiet.", "Naught.", "Bad.", "Troublesome."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 1808.207528, "attack_pct": 0.9325706725183942, "license": "unknown", "selection_order": 6867, "video": "videos/15598ba95c5567e405b99a8add36038abf6e5b7e8557d751c9dcd2eb57e5bd9f.mp4", "video_id": "15598ba95c5567e405b99a8add36038abf6e5b7e8557d751c9dcd2eb57e5bd9f"}
{"item_id": "S-EMBER_4463", "benchmark": "S-EMBER", "question": "Since unclenching his fists, how much time passed before the man crossed his arms?", "options": ["About 39 seconds.", "About 2 seconds.", "About 30 seconds.", "About 10 seconds.", "About 35 seconds."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 604.0, "attack_pct": 0.4757406092681038, "license": "CC-BY-NC-4.0", "selection_order": 6873, "video": "videos/93636d7ae8d7dcea04809120b2932b89665bcc442491c295ed1aa048077a560b.mp4", "video_id": "93636d7ae8d7dcea04809120b2932b89665bcc442491c295ed1aa048077a560b"}
{"item_id": "HLV-1K_4178", "benchmark": "HLV-1K", "question": "In the video event from 201.0 to 4136.0 seconds, what is the camera movement when the scene transitions to a studio setting with individuals seated at a table with microphones and other equipment?", "options": ["The camera zooms in on the individuals.", "The camera pans to the left.", "The camera moves closer to the table.", "The camera remains stationary."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "camera-direction", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 4355.065034, "attack_pct": 0.9635988124435264, "license": "MIT", "selection_order": 6874, "video": "videos/a388833aeb57db1b2dd4dcdc8367fd44ade026e00edd2801743138fc5c07b65d.mp4", "video_id": "a388833aeb57db1b2dd4dcdc8367fd44ade026e00edd2801743138fc5c07b65d"}
{"item_id": "S-EMBER_6060", "benchmark": "S-EMBER", "question": "How does the wall my couch is against compare to the wall my desk was against?", "options": ["The wall the couch is against is made of exposed brick, while the wall the desk is against is plain white.", "The wall the couch is against is white and textured, while the wall the desk is against is plain white with no texture.", "The wall the couch is against is white, while the wall the desk is against is also white but has a wooden shelf.", "The wall the couch is against is white drywall, while the wall the desk is against is a brown brick wall.", "The wall the couch is against is white, while the wall the desk is against is also white but has a large window."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "object_comparison", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.083333, "attack_pct": 0.4846392151800697, "license": "CC-BY-NC-4.0", "selection_order": 6880, "video": "videos/ca7eaa1a7c91be18be92c11e3dbc236830add355f974a7566cdf4921f71d1903.mp4", "video_id": "ca7eaa1a7c91be18be92c11e3dbc236830add355f974a7566cdf4921f71d1903"}
{"item_id": "Video-MME_1898", "benchmark": "Video-MME", "question": "What is the main argument presented by Jordi Visser regarding the volatility of Bitcoin in the video?", "options": ["The volatility of Bitcoin is irrelevant as its value will continue to rise in the long term.", "The volatility of Bitcoin is declining as it becomes a more established and accepted asset class.", "The volatility of Bitcoin is significantly higher than other asset classes like technology stocks.", "The volatility of Bitcoin is a major concern that discourages investors and hinders its adoption."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Information Synopsis", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2546.764626, "attack_pct": 0.866754872854008, "license": "unknown", "selection_order": 6881, "video": "videos/a9d4ecd6d1043ffd212cf10cc3a016ef7bd3772618ef0ea01bab4cf217cedd33.mp4", "video_id": "a9d4ecd6d1043ffd212cf10cc3a016ef7bd3772618ef0ea01bab4cf217cedd33"}
{"item_id": "S-EMBER_3474", "benchmark": "S-EMBER", "question": "How many tan LEGO pieces have I used so far?", "options": ["Four tan LEGO pieces have been used so far.", "You have connected 2 tan LEGO pieces up to now.", "You have used 7 tan LEGO pieces at this point.", "You've added 12 small tan LEGO pieces to the green square.", "You have added 10 tan LEGO pieces to the build so far."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "counting_objects_events", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.416667, "attack_pct": 0.4863253517490641, "license": "CC-BY-NC-4.0", "selection_order": 6887, "video": "videos/05b19414cf8d0c074e983a63458e5784f414ed336a460f6a882d2b5998584bf8.mp4", "video_id": "05b19414cf8d0c074e983a63458e5784f414ed336a460f6a882d2b5998584bf8"}
{"item_id": "ScaleLong_1362", "benchmark": "ScaleLong", "question": "What action did player number 8 of FCB perform around 16:54?", "options": ["The player attempted a shot on goal.", "The player passed back to a teammate.", "The player gained possession of the ball from RMA.", "The player made a long pass towards the opponent's half."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Clip", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 6113.52, "attack_pct": 0.7651268232864334, "license": "unknown", "selection_order": 6888, "video": "videos/810adf36224f7baaee8bad80b3219902547916d2416b5dc37e123681797986d7.mp4", "video_id": "810adf36224f7baaee8bad80b3219902547916d2416b5dc37e123681797986d7"}
{"item_id": "S-EMBER_5039", "benchmark": "S-EMBER", "question": "How long did I spend looking at the personal care kit before putting it back on the shelf?", "options": ["About 45 seconds.", "About 10 seconds.", "About 39 seconds.", "About 5 seconds.", "About 3 seconds."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.166667, "attack_pct": 0.4870353039886407, "license": "CC-BY-NC-4.0", "selection_order": 6894, "video": "videos/02b56ddc040f8bb178168794507408ba8f5b2529db4eb1997adaf4e2d2f2cf27.mp4", "video_id": "02b56ddc040f8bb178168794507408ba8f5b2529db4eb1997adaf4e2d2f2cf27"}
{"item_id": "VideoOdyssey_2236", "benchmark": "VideoOdyssey", "question": "When the bald man in a purple top, the little girl in a blue coat, and the woman in a pink coat are talking at the dining table, what is the purpose of the little boy nearby filming them with his phone?", "options": ["To create a Thanksgiving video for social media", "To make a documentary for social studies class", "To capture a family argument for evidence", "To practice filming techniques for a school project"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "AV/Intentional Reasoning", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 11409.161, "attack_pct": 0.2898460694462372, "license": "CC-BY-NC-SA-4.0", "selection_order": 6895, "video": "videos/415a39fb41bb588e788b28bb05e30ab3392680da7231673b47a1d377f3592de8.mp4", "video_id": "415a39fb41bb588e788b28bb05e30ab3392680da7231673b47a1d377f3592de8"}
{"item_id": "S-EMBER_9247", "benchmark": "S-EMBER", "question": "What did I pick up after sorting all of my cards?", "options": ["The pile of blue cards.", "A single dumpling card.", "The \"Sushi Go!\" game box.", "The pile of red cards.", "The game's instruction booklet."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "sequential_action", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.4926503807925648, "license": "CC-BY-NC-4.0", "selection_order": 6901, "video": "videos/5adcbf45769095ccfccade7f0e276baa7f9647792c438bdcaab48a5a89c24530.mp4", "video_id": "5adcbf45769095ccfccade7f0e276baa7f9647792c438bdcaab48a5a89c24530"}
{"item_id": "HLV-1K_7470", "benchmark": "HLV-1K", "question": "How does the speed of the man's actions in the interactive session compare to the speed of the transitions between frames in the video from 5658.0 to 5805.0 seconds?", "options": ["The man's actions are slower than the transitions between frames.", "The man's actions are faster than the transitions between frames.", "The man's actions and the transitions between frames occur at the same speed.", "The speed of the man's actions and the transitions between frames cannot be compared."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "speed", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 7091.559909, "attack_pct": 0.9637601652252484, "license": "MIT", "selection_order": 6902, "video": "videos/745798f07a98749eb6c296075884b8ea20bc2686c8777332674b9fe0b3da7953.mp4", "video_id": "745798f07a98749eb6c296075884b8ea20bc2686c8777332674b9fe0b3da7953"}
{"item_id": "S-EMBER_3891", "benchmark": "S-EMBER", "question": "How many times has my watch display changed to a light purple color so far?", "options": ["Three times.", "Two times.", "Zero times.", "Seven times.", "Ten times."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.4931989802504195, "license": "CC-BY-NC-4.0", "selection_order": 6908, "video": "videos/2f0083a54682f4ba35e10522867d9635c48949190f26d79950eb27752fd4cbbe.mp4", "video_id": "2f0083a54682f4ba35e10522867d9635c48949190f26d79950eb27752fd4cbbe"}
{"item_id": "HLV-1K_3400", "benchmark": "HLV-1K", "question": "In the video events from 1261.0 to 1322.0 seconds and H to e seconds, what is the direction of the boats in relation to the shore?", "options": ["Boats are moving towards the shore.", "Boats are moving away from the shore.", "Boats are stationary near the shore.", "Boats are moving parallel to the shore."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object-direction", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2865.853243, "attack_pct": 0.5083984122886278, "license": "MIT", "selection_order": 6909, "video": "videos/3c71f9b97b1ef4c7723218899b00247aa4e9678ecc2c8b7db8d26a6559007b56.mp4", "video_id": "3c71f9b97b1ef4c7723218899b00247aa4e9678ecc2c8b7db8d26a6559007b56"}
{"item_id": "S-EMBER_770", "benchmark": "S-EMBER", "question": "What color are the shoes I'm wearing?", "options": ["The shoes are white, blue, and grey.", "The shoes are purple, blue, and white.", "The shoes are white with blue accents.", "The shoes are white with blue and black accents.", "The shoes are completely black."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "visual_detail_recall", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.4951029430747386, "license": "CC-BY-NC-4.0", "selection_order": 6915, "video": "videos/34ceb7d68af37dbc3c01d9bf5e0d2cb059c5e7f4f607042820f22296994e6888.mp4", "video_id": "34ceb7d68af37dbc3c01d9bf5e0d2cb059c5e7f4f607042820f22296994e6888"}
{"item_id": "ScaleLong_444", "benchmark": "ScaleLong", "question": "The beginning of the set when the score was 6-3, how many people on the yellow floor in right field?", "options": ["7", "5", "6", "8"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Clip", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 5165.226733, "attack_pct": 0.7777607460952627, "license": "unknown", "selection_order": 6916, "video": "videos/f5e8f2381c82302142bdce5c7df49148d227bf63b419ab5d004e1f4ca30def58.mp4", "video_id": "f5e8f2381c82302142bdce5c7df49148d227bf63b419ab5d004e1f4ca30def58"}
{"item_id": "S-EMBER_5941", "benchmark": "S-EMBER", "question": "Where did I see a white iPhone earlier?", "options": ["Sitting upright on the media stand directly beneath the wall-mounted television.", "Placed on a small side table next to a lamp and some decorations.", "On the dark leather couch, right in front of the red pillow.", "Lying on the kitchen counter, right next to the wooden cutting board.", "Resting on the glass-topped coffee table right in front of the TV."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "location_trace", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.495635407254421, "license": "CC-BY-NC-4.0", "selection_order": 6922, "video": "videos/49e59086abb11a8d8391a33ec00221fd56af2415b6cea1cdfff58081eacd94cc.mp4", "video_id": "49e59086abb11a8d8391a33ec00221fd56af2415b6cea1cdfff58081eacd94cc"}
{"item_id": "ALLVB_1154", "benchmark": "ALLVB", "question": "Compare and contrast the emotions of Minnie and Moondog during their conversation at the restaurant after the kidnapping.", "options": ["Minnie is anxious while Moondog is calm.", "Minnie is indifferent while Moondog is enthusiastic.", "Minnie is relieved while Moondog is angry.", "Minnie is amused while Moondog is serious.", "Minnie is frustrated while Moondog is joyful."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Video Emotion Recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 5681.676, "attack_pct": 0.1092358332257648, "license": "CC-BY-NC-SA-4.0", "selection_order": 6923, "video": "videos/ee494152a2a57aa6c9776a4993cb0d45749e9273bfbb705f5e54517d206616e7.mp4", "video_id": "ee494152a2a57aa6c9776a4993cb0d45749e9273bfbb705f5e54517d206616e7"}
{"item_id": "S-EMBER_3055", "benchmark": "S-EMBER", "question": "How long did the cat stay sitting next to my right foot?", "options": ["It stayed there for about 20 seconds in total.", "It stayed there for roughly 1 and a half minutes.", "It stayed there for the entire 31-second video.", "It stayed there for about 3 and a half minutes.", "It stayed there for approximately 10 seconds."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.4959419775396927, "license": "CC-BY-NC-4.0", "selection_order": 6929, "video": "videos/6a4f75c1f512269bf18be72444a13e68c2c3f2ccee457e978251734b4983c99f.mp4", "video_id": "6a4f75c1f512269bf18be72444a13e68c2c3f2ccee457e978251734b4983c99f"}
{"item_id": "HLV-1K_7600", "benchmark": "HLV-1K", "question": "During the event from 730.0 to 793.0 seconds, does the camera move towards the man in a white t-shirt and black vest or towards the reception desk?", "options": ["Towards the man in a white t-shirt and black vest.", "Towards the reception desk.", "Away from the man in a white t-shirt and black vest.", "Away from the reception desk."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "camera-direction", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 5273.53034, "attack_pct": 0.9756841357945012, "license": "MIT", "selection_order": 6930, "video": "videos/75e2815750b67e06788ad52516654356fbeca4f66cc97e64d9a7213576a1c08a.mp4", "video_id": "75e2815750b67e06788ad52516654356fbeca4f66cc97e64d9a7213576a1c08a"}
{"item_id": "S-EMBER_8475", "benchmark": "S-EMBER", "question": "How many times did I rinse the shaver?", "options": ["You rinsed the shaver 8 times.", "You rinsed the shaver 3 times.", "You rinsed the shaver 12 times.", "You rinsed the shaver 11 times.", "You rinsed the shaver 2 times."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.5014763779527559, "license": "CC-BY-NC-4.0", "selection_order": 6936, "video": "videos/5af332431b0af6136df82d3d2b8d2e703ad4bb99235db9c6539289fd32850704.mp4", "video_id": "5af332431b0af6136df82d3d2b8d2e703ad4bb99235db9c6539289fd32850704"}
{"item_id": "S-EMBER_6016", "benchmark": "S-EMBER", "question": "When I was pulling tools out of the bucket in the cabinet, what tool did I first pull out?", "options": ["A gardening trowel with a green handle.", "A garden fork with a green handle.", "A pair of green-handled pruning shears.", "A small white pot with a green plant.", "A pair of standard gardening scissors."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "visual_detail_recall", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.504945462759778, "license": "CC-BY-NC-4.0", "selection_order": 6943, "video": "videos/e47519ad266d0d4710803354ebca9b95a0e58abc55b52fbf9b95b28d0db2dabd.mp4", "video_id": "e47519ad266d0d4710803354ebca9b95a0e58abc55b52fbf9b95b28d0db2dabd"}
{"item_id": "ScaleLong_662", "benchmark": "ScaleLong", "question": "What is noteworthy about rider number 46's bike and the motorcycles following it when there were 14 laps remaining?", "options": ["The paint schemes of the two bikes were identical", "Rider number 46's bike was significantly slower than the othersRider number 46's bike was significantly slower than the others", "The bikes were both from different teams but had similar engine setups", "The two bikes were leading the race, but their positions switched"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Event", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 5233.133333, "attack_pct": 0.7858283851813606, "license": "unknown", "selection_order": 6944, "video": "videos/04c067650184ca83f51affef8953ec016966fc7b4f51d4832bddd999bcc8cf4e.mp4", "video_id": "04c067650184ca83f51affef8953ec016966fc7b4f51d4832bddd999bcc8cf4e"}
{"item_id": "S-EMBER_5671", "benchmark": "S-EMBER", "question": "How does this jacket compare to the last one I touched in color and style?", "options": ["Both jackets are black, but the first one has a white fuzzy lining while the second one is quilted.", "This jacket is dark gray with a wool-like texture, while the previous one was black with a smoother design.", "This jacket is white with a fluffy texture, contrasting with the previous dark, quilted puffer jacket.", "This jacket is black with a white fur collar, while the previous one was orange with a quilted design.", "This jacket is an all-white sherpa jacket, while the previous one was a black leather jacket with shearling."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "object_comparison", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.5078659481089454, "license": "CC-BY-NC-4.0", "selection_order": 6950, "video": "videos/c48ba97d2fc96485848a0583206d9c36ba8b5940ec6b5bd4e2166f444546d990.mp4", "video_id": "c48ba97d2fc96485848a0583206d9c36ba8b5940ec6b5bd4e2166f444546d990"}
{"item_id": "HLV-1K_8647", "benchmark": "HLV-1K", "question": "Where is the animated bag located in the video from 3.0 to 3201.0 seconds?", "options": ["On a green couch.", "On a red chair.", "On a wooden floor.", "On a black and white checkered floor."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "spatial-relationship", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 3161.373605, "attack_pct": 0.2909352007228604, "license": "MIT", "selection_order": 6951, "video": "videos/ead728ff51550979b16bafa1d32db2e76fdb1258a71431be16c8687d687b1b20.mp4", "video_id": "ead728ff51550979b16bafa1d32db2e76fdb1258a71431be16c8687d687b1b20"}
{"item_id": "S-EMBER_4368", "benchmark": "S-EMBER", "question": "What is the woman in front of me wearing on her left wrist?", "options": ["A silver tennis bracelet with rhinestones.", "A thin silver chain link bracelet.", "A black smartwatch or fitness tracker.", "A silver watch with a metal band.", "A three-layered white beaded bracelet."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "visual_detail_recall", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1201.5, "attack_pct": 0.5150219439783141, "license": "CC-BY-NC-4.0", "selection_order": 6957, "video": "videos/a881d5d04e453768c1ef21ca608333fbb6f0dd91be37dddf7fbd21cac83eb4f9.mp4", "video_id": "a881d5d04e453768c1ef21ca608333fbb6f0dd91be37dddf7fbd21cac83eb4f9"}
{"item_id": "HLV-1K_6582", "benchmark": "HLV-1K", "question": "How does the backdrop change from the beginning to the end of the event?", "options": ["From a gradient purple and pink backdrop to a colorful, geometric design with blue and green hues.", "From a dark, plain backdrop to a vibrant, colorful stage with star patterns and cartoonish designs.", "From a simple, monochromatic background to a dynamic, illuminated stage with vertical panels and spotlights.", "From a plain white backdrop to a stage with a Comedy Central logo and vibrant lighting."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "attribute-change", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 2123.534512, "attack_pct": 0.9758696914934814, "license": "MIT", "selection_order": 6958, "video": "videos/f9fbb888a39bda0697f97ced880eee23cd86b1cbb983b022ff7a648618337af0.mp4", "video_id": "f9fbb888a39bda0697f97ced880eee23cd86b1cbb983b022ff7a648618337af0"}
{"item_id": "S-EMBER_2973", "benchmark": "S-EMBER", "question": "After the man who was smoking passed by, how many people did I see before I opened the door?", "options": ["You saw 37 people pass by after the smoking man went by and before you opened the door.", "You saw 21 people pass by after the smoking man went by and before you opened the door.", "You saw 2 people pass by after the smoking man went by and before you opened the door.", "You saw 56 people pass by after the smoking man went by and before you opened the door.", "You saw 10 people pass by after the smoking man went by and before you opened the door."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.25, "attack_pct": 0.515497934684394, "license": "CC-BY-NC-4.0", "selection_order": 6964, "video": "videos/e9c2abc10d650fbe959850885de5407e247fdf68ca0aa1a8b353a51b4c2e0325.mp4", "video_id": "e9c2abc10d650fbe959850885de5407e247fdf68ca0aa1a8b353a51b4c2e0325"}
{"item_id": "Video-MME_1956", "benchmark": "Video-MME", "question": "How many people does the Ross Ice Shelf team consist of?", "options": ["2.", "23.", "12.", "8."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Counting Problem", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2839.939773, "attack_pct": 0.8934587582289919, "license": "unknown", "selection_order": 6965, "video": "videos/b334e4e7760424350dea9c144b9d84b00017188a39de79f06508c9d4691e641c.mp4", "video_id": "b334e4e7760424350dea9c144b9d84b00017188a39de79f06508c9d4691e641c"}
{"item_id": "S-EMBER_6390", "benchmark": "S-EMBER", "question": "Where did I put the orange marker after the last time I used it?", "options": ["In the pen cup on the corner of the desk.", "On the table, slightly to the left of the picture.", "On the blue towel, to the right of the picture.", "Above the purple marker, slightly to the left.", "On the blue towel, just above the fish card."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "location_trace", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.5258971214663741, "license": "CC-BY-NC-4.0", "selection_order": 6971, "video": "videos/7496dc25aa2ada5d456c52d1283cea2abbe82015697f4514f1d559f3f8272da9.mp4", "video_id": "7496dc25aa2ada5d456c52d1283cea2abbe82015697f4514f1d559f3f8272da9"}
{"item_id": "ScaleLong_1523", "benchmark": "ScaleLong", "question": "How many color blocks do the flags of the two teams have?", "options": ["8 and 9", "9 and 6", "7 and 9", "4 and 5"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Video Event", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 7685.0, "attack_pct": 0.7974699883825997, "license": "unknown", "selection_order": 6972, "video": "videos/6d1dadb25871af8baa485133f19d742d90180871c84124e6736192ce181caf70.mp4", "video_id": "6d1dadb25871af8baa485133f19d742d90180871c84124e6736192ce181caf70"}
{"item_id": "S-EMBER_1413", "benchmark": "S-EMBER", "question": "How many red bowls are there?", "options": ["There are five red bowls.", "There is one red bowl.", "There are seven red bowls.", "There are four red bowls.", "There are two red bowls."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "counting_objects_events", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.166667, "attack_pct": 0.5334645669291339, "license": "CC-BY-NC-4.0", "selection_order": 6978, "video": "videos/41b16d6e95475d29b9d6791f4dcbad20c4ee94bb9a8d2444f98a74b3aad45806.mp4", "video_id": "41b16d6e95475d29b9d6791f4dcbad20c4ee94bb9a8d2444f98a74b3aad45806"}
{"item_id": "614", "benchmark": "LVBench", "question": "What are put into the  gold carriage?", "options": ["Some bombs", "Some toys", "Hard to observe", "Delicious food"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "entity recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 4243.121633, "attack_pct": 0.6712275719633406, "license": "CC-BY-NC-SA-4.0", "selection_order": 6979, "video": "videos/790ded7a1585916864a3131b9491314acd3d20979a83912f893190d0d64a073d.mp4", "video_id": "790ded7a1585916864a3131b9491314acd3d20979a83912f893190d0d64a073d"}
{"item_id": "S-EMBER_4780", "benchmark": "S-EMBER", "question": "Where was the deck of cards when I saw them last?", "options": ["On the right side of the second shelf of the bookcase.", "On the coffee table in the living room next to a book.", "On the top shelf of the wooden bookcase next to a plant.", "On the black metal shelf on the right side of the room.", "On the bottom shelf of the wooden bookcase in the corner."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "location_trace", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.5334645669291339, "license": "CC-BY-NC-4.0", "selection_order": 6985, "video": "videos/67a2747a31b7f91437fb8dd9a01ea59a860f07614bbb4c452c2dbf9067bdac4e.mp4", "video_id": "67a2747a31b7f91437fb8dd9a01ea59a860f07614bbb4c452c2dbf9067bdac4e"}
{"item_id": "HLV-1K_6231", "benchmark": "HLV-1K", "question": "Between 7.0 and 3270.0 seconds, which individual is moving faster in the video?", "options": ["The man in the blue shirt with a white cap.", "The man in the white shirt with a black hat.", "The white cockatoo with a yellow crest.", "The parrot on the railing."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "speed", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 3286.94712, "attack_pct": 0.976991093326449, "license": "MIT", "selection_order": 6986, "video": "videos/748f8ca39c61abe4a2e1949b1751287df4984fa1a7fab03db285ede47cbc9bb5.mp4", "video_id": "748f8ca39c61abe4a2e1949b1751287df4984fa1a7fab03db285ede47cbc9bb5"}
{"item_id": "S-EMBER_6515", "benchmark": "S-EMBER", "question": "What happened to the card with the picture of a strong arm and falling dollar bills after I held it up and looked at it?", "options": ["You set it down and placed a yellow chip on the board.", "You turned it face down on the stack of unplayed cards.", "You placed it onto the card deck on your left.", "You placed it on the bed right next to the game box.", "You placed it back on the table among the other cards."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "sequential_action", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.083333, "attack_pct": 0.5402171808441978, "license": "CC-BY-NC-4.0", "selection_order": 6992, "video": "videos/e0734b8bad75b2db91dcc1042854c1720432fa95737a7a3abb1665c71de2f853.mp4", "video_id": "e0734b8bad75b2db91dcc1042854c1720432fa95737a7a3abb1665c71de2f853"}
{"item_id": "HLV-1K_5665", "benchmark": "HLV-1K", "question": "What is the attire of the man seated in the light blue armchair?", "options": ["A black shirt with visible tattoos on his arm.", "A dark suit and white shirt with glasses.", "A formal suit with a tie.", "A casual t-shirt and jeans."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "character-understanding", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 1847.867211, "attack_pct": 0.5451949141603202, "license": "MIT", "selection_order": 6993, "video": "videos/872ba4f6cdd0dd8a873cd1c2ba08f2116b30492ecdb8819f26ce88eeb5a1e969.mp4", "video_id": "872ba4f6cdd0dd8a873cd1c2ba08f2116b30492ecdb8819f26ce88eeb5a1e969"}
{"item_id": "S-EMBER_34", "benchmark": "S-EMBER", "question": "How many pages did I flip through before choosing one to color?", "options": ["16 pages.", "12 pages.", "10 pages.", "5 pages.", "15 pages."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.5519233251581257, "license": "CC-BY-NC-4.0", "selection_order": 6999, "video": "videos/8b1fa2858ba60506251f2542cd106e4029ef118e29be452d009bffea9e1549b3.mp4", "video_id": "8b1fa2858ba60506251f2542cd106e4029ef118e29be452d009bffea9e1549b3"}
{"item_id": "ScaleLong_1391", "benchmark": "ScaleLong", "question": "How many shots did FC Barcelona's goalkeeper save?", "options": ["10", "12", "15", "8"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "Video Story", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 6197.68, "attack_pct": 0.8019071898799536, "license": "unknown", "selection_order": 7000, "video": "videos/c5a4b9596bdb8d999064b79d5cf9d1395da1842ee18a89c3fb36cc4defccee6a.mp4", "video_id": "c5a4b9596bdb8d999064b79d5cf9d1395da1842ee18a89c3fb36cc4defccee6a"}
{"item_id": "S-EMBER_2751", "benchmark": "S-EMBER", "question": "In what order did I open the three closed car doors?", "options": ["The front passenger door, the rear passenger's side door, and finally the rear driver's side door.", "The front passenger door, the rear passenger's side door, and finally the front driver's side door.", "The front passenger door, the rear driver's side door, and finally the rear passenger's side door.", "The front driver's side door, the front passenger door, and finally the rear passenger's side door.", "The rear passenger's side door, the front passenger door, and finally the front driver's side door."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "temporal_ordering_recognition", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.25, "attack_pct": 0.555247192461598, "license": "CC-BY-NC-4.0", "selection_order": 7006, "video": "videos/be9c07da6d5cb5af946ebcf8bf699b2b8ce565d750a09f337c427053d1cae453.mp4", "video_id": "be9c07da6d5cb5af946ebcf8bf699b2b8ce565d750a09f337c427053d1cae453"}
{"item_id": "MLVU_760", "benchmark": "MLVU", "question": "In this video, how many times does the scene of the 'paragliding' action appear in total?\n(A) 3\n(B) 4\n(C) 1\n(D) 6\n", "options": ["3", "4", "1", "6"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "count", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 6407.340674, "attack_pct": 0.5688008261262424, "license": "CC-BY-NC-SA-4.0", "selection_order": 7007, "video": "videos/97550d9b608a42c0511910ab990e09d83c28043b8cada7394b9fe40d672b554a.mp4", "video_id": "97550d9b608a42c0511910ab990e09d83c28043b8cada7394b9fe40d672b554a"}
{"item_id": "S-EMBER_5147", "benchmark": "S-EMBER", "question": "What color was the cat that walked by after I came back from the kitchen?", "options": ["Orange", "Black and white", "No cat was visible", "Dark grey", "Black"], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "visual_detail_recall", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.5557877242803666, "license": "CC-BY-NC-4.0", "selection_order": 7013, "video": "videos/65ab424228c3bc4e54c239f0853f3b9b49c6de03f9c805bd725bcee363c9290f.mp4", "video_id": "65ab424228c3bc4e54c239f0853f3b9b49c6de03f9c805bd725bcee363c9290f"}
{"item_id": "HLV-1K_8075", "benchmark": "HLV-1K", "question": "In which direction is the skeleton prop positioned relative to the individuals seated around the table from 2.0 to 3655.0 seconds?", "options": ["To the left of the individuals.", "To the right of the individuals.", "In front of the individuals.", "Behind the individuals."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "object-direction", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 3679.155374, "attack_pct": 0.9796453465857752, "license": "MIT", "selection_order": 7014, "video": "videos/578f15c4bcfb6f0452a4f0281346822b2e3e1c5eabbf52d8a15e91468a3d7ba5.mp4", "video_id": "578f15c4bcfb6f0452a4f0281346822b2e3e1c5eabbf52d8a15e91468a3d7ba5"}
{"item_id": "S-EMBER_1593", "benchmark": "S-EMBER", "question": "Which item did I remove from the shelves after I put the bath salt container back for the first time?", "options": ["The box of bath flowers.", "The bottle of shampoo.", "The box of soap.", "The box of bath bombs.", "The pink exfoliating spray bottle."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "visual_detail_recall", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.5658803407770749, "license": "CC-BY-NC-4.0", "selection_order": 7020, "video": "videos/04bbb4a36f7f5b2121d625be651ef72afe4c1d33bfaa4fe3f431d0e21a5a16eb.mp4", "video_id": "04bbb4a36f7f5b2121d625be651ef72afe4c1d33bfaa4fe3f431d0e21a5a16eb"}
{"item_id": "ScaleLong_1150", "benchmark": "ScaleLong", "question": "What was the bid amount when the first viewer was shown during the auction of LOT 53?", "options": ["£85,000", "£90,000", "£100,000", "£80,000"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Shot", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 11495.066667, "attack_pct": 0.7271201755518265, "license": "unknown", "selection_order": 7021, "video": "videos/d0d7181c5cb26f3be416d1588b93ddd50c2960829560a51419ef8b92c87e3e7f.mp4", "video_id": "d0d7181c5cb26f3be416d1588b93ddd50c2960829560a51419ef8b92c87e3e7f"}
{"item_id": "S-EMBER_1613", "benchmark": "S-EMBER", "question": "How long did I hold the pack of watermelon-themed ornaments before putting it back on the shelf?", "options": ["About 3 seconds.", "About 2 seconds.", "About 6 seconds.", "About 5 seconds.", "About 9 seconds."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.583333, "attack_pct": 0.5661707757841745, "license": "CC-BY-NC-4.0", "selection_order": 7027, "video": "videos/5d4f12f993cbea28a31f3483864f7da2aa89ba423a2b46f37e4d04551a3eacfb.mp4", "video_id": "5d4f12f993cbea28a31f3483864f7da2aa89ba423a2b46f37e4d04551a3eacfb"}
{"item_id": "ScaleLong_450", "benchmark": "ScaleLong", "question": "How many points did Japan score in the set when the score was 13-22?", "options": ["1", "2", "5", "0"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Shot", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 4790.16, "attack_pct": 0.8060620240092939, "license": "unknown", "selection_order": 7028, "video": "videos/843916a27fa74fb18051d9086b72c0fa6832bbbd29500e25619ea52aedf7c2ae.mp4", "video_id": "843916a27fa74fb18051d9086b72c0fa6832bbbd29500e25619ea52aedf7c2ae"}
{"item_id": "S-EMBER_2078", "benchmark": "S-EMBER", "question": "Which of my toenails did I paint first?", "options": ["You painted the big toe on your left foot first.", "You painted the big toe on your right foot first.", "You painted the ring toe on your left foot first.", "You painted the middle toe on your right foot first.", "You painted the pinky toe on your left foot first."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "visual_detail_recall", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 602.833333, "attack_pct": 0.5687443526526398, "license": "CC-BY-NC-4.0", "selection_order": 7034, "video": "videos/ce37b72f9254fb95bc84a83c2b99ac02096be318ea8043b731f381260d8d0a2f.mp4", "video_id": "ce37b72f9254fb95bc84a83c2b99ac02096be318ea8043b731f381260d8d0a2f"}
{"item_id": "ScaleLong_300", "benchmark": "ScaleLong", "question": "Why does the makeup artist wear a microphone on her hand?", "options": ["For the live broadcast of the program.", "She forgot to take off the microphone.", "To make the makeup artist's voice clearer.", "For the purpose of filming the video."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Video Shot", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 4225.221, "attack_pct": 0.7584064799277139, "license": "unknown", "selection_order": 7035, "video": "videos/f496a1af058689b537b7fd04628bb889e407a6438636fa38e1994ab5aecdab22.mp4", "video_id": "f496a1af058689b537b7fd04628bb889e407a6438636fa38e1994ab5aecdab22"}
{"item_id": "S-EMBER_2163", "benchmark": "S-EMBER", "question": "After placing the dress on the paper doll, what was the order of items that I added to the outfit?", "options": ["Boots, handbag, and then the necklace.", "White necklace, and then the pink handbag.", "Shoes, necklace, and then the purse.", "Boots, necklace, and then the handbag.", "Boots, purse, and then the jacket."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "temporal_ordering_recognition", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1200.0, "attack_pct": 0.5706886536723893, "license": "CC-BY-NC-4.0", "selection_order": 7041, "video": "videos/f7c91d5418b03d871453a51be9d01d466b829b6fabf2c4978d23120936e72ca7.mp4", "video_id": "f7c91d5418b03d871453a51be9d01d466b829b6fabf2c4978d23120936e72ca7"}
{"item_id": "HLV-1K_10415", "benchmark": "HLV-1K", "question": "How does the speed of the scene transition from the study room to the aquarium store?", "options": ["The transition is gradual and slow.", "The transition is abrupt and fast.", "The transition is moderate and smooth.", "The transition is inconsistent and varied."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "speed", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 2832.834467, "attack_pct": 0.9880114883180586, "license": "MIT", "selection_order": 7042, "video": "videos/b8df8aed867e1b20e22353911d3123b277431da9da737564a0b0111b0d318004.mp4", "video_id": "b8df8aed867e1b20e22353911d3123b277431da9da737564a0b0111b0d318004"}
{"item_id": "S-EMBER_6568", "benchmark": "S-EMBER", "question": "How do I get back to aisle six from here?", "options": ["Walk straight ahead from your current location until you see aisle six, then take a left into it.", "Turn left, walk straight to the end of the current aisle, and take a right to find aisle six.", "Turn around and walk back down the current aisle, then turn right at the next intersection for aisle six.", "Walk straight down the main center aisle toward the hanging Electrical signs, then turn into aisle six.", "Turn around and walk back past aisles ten and five, where aisle six will be on your left."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "spatial_aware_reasoning", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.25, "attack_pct": 0.5706886536723893, "license": "CC-BY-NC-4.0", "selection_order": 7048, "video": "videos/136603c2ec0d2790dcf9a19940241b7076b694f4f682d8e2a3cc0b7e8daa42ca.mp4", "video_id": "136603c2ec0d2790dcf9a19940241b7076b694f4f682d8e2a3cc0b7e8daa42ca"}
{"item_id": "Video-MME_1969", "benchmark": "Video-MME", "question": "What evidence indicates that the mountain is still growing?", "options": ["The increasingly frequent Tsunamis.", "The growth of the rift.", "Measurement of the height of the Rocky Mountains every year.", "The bubbles in water."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Attribute Perception", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2751.587846, "attack_pct": 0.9130550535691236, "license": "unknown", "selection_order": 7049, "video": "videos/6d3be3cdb66ce58fd9a05d7e17303655aec564df3dc2513c32b72a6d96677fb1.mp4", "video_id": "6d3be3cdb66ce58fd9a05d7e17303655aec564df3dc2513c32b72a6d96677fb1"}
{"item_id": "S-EMBER_9292", "benchmark": "S-EMBER", "question": "How long did it take me to remove the picture from the frame, starting from the moment I took the frame out of the cardboard box?", "options": ["It took approximately 1 minute and 14 seconds to remove the picture.", "It took approximately 1 minute and 50 seconds to remove the picture.", "It took about 10 seconds to remove the picture from the frame.", "It took roughly 45 seconds to remove the picture from the frame.", "It took around 6 seconds to remove the picture from the frame."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "time_duration", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.5720036788434233, "license": "CC-BY-NC-4.0", "selection_order": 7055, "video": "videos/df3ad2b284c44d30d210efdf94ef43c4e191ddb49c4143830d664496146a7b0d.mp4", "video_id": "df3ad2b284c44d30d210efdf94ef43c4e191ddb49c4143830d664496146a7b0d"}
{"item_id": "ScaleLong_426", "benchmark": "ScaleLong", "question": "At the beginning of the game, How many shots were taken?", "options": ["2", "4", "1", "3"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "Video Shot", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 5712.145479, "attack_pct": 0.8104346843939589, "license": "unknown", "selection_order": 7056, "video": "videos/f40a00829ed92d15d6ef4096d6f9e44227334039825a696bfb9e6ab9df81f1af.mp4", "video_id": "f40a00829ed92d15d6ef4096d6f9e44227334039825a696bfb9e6ab9df81f1af"}
{"item_id": "S-EMBER_6307", "benchmark": "S-EMBER", "question": "How do I get to the throw blankets area from the Christmas decorative mugs section?", "options": ["Turn left from the Christmas decorative mugs section, pass the decorated holiday displays, and keep walking straight to find the throw blankets area.", "Turn around to the main center aisle, turn right into the main aisle, and walk straight for two aisles down to the bedding.", "Turn around and go straight back the way you came, passing the escalators until you see the throw blankets on your left.", "Exit the Christmas mugs section, walk straight past the Christmas trees, and continue until you reach the throw blankets area on the right.", "Walk straight ahead from the Christmas decorative mugs section, then turn left and go down the main aisle to reach the throw blankets."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "spatial_aware_reasoning", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.5869207435136182, "license": "CC-BY-NC-4.0", "selection_order": 7062, "video": "videos/ac81191c37b77a1b99ec8ad574dc3a143631dfd3cb595b29f1f0385edb5de35e.mp4", "video_id": "ac81191c37b77a1b99ec8ad574dc3a143631dfd3cb595b29f1f0385edb5de35e"}
{"item_id": "S-EMBER_6313", "benchmark": "S-EMBER", "question": "How many times has my friend sipped her drink since I sat down to now?", "options": ["1 time.", "3 times.", "4 times.", "8 times.", "6 times."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.5869207435136182, "license": "CC-BY-NC-4.0", "selection_order": 7069, "video": "videos/1607ca853667abfa419e4ae7028d040c4339aed51167f5dfc1bd518813075949.mp4", "video_id": "1607ca853667abfa419e4ae7028d040c4339aed51167f5dfc1bd518813075949"}
{"item_id": "HLV-1K_4074", "benchmark": "HLV-1K", "question": "Which direction is the man in the white shirt and black suspenders gesturing towards while conversing with the other man in the gray suit jacket from 478.0 to 519.0 seconds?", "options": ["Towards the left.", "Towards the right.", "Upwards.", "Downwards."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object-direction", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 2064.416508, "attack_pct": 0.9913837614560476, "license": "MIT", "selection_order": 7070, "video": "videos/85bf2af7d950246b99be69998ec9546038887836fb2fb32556da31755dd545d5.mp4", "video_id": "85bf2af7d950246b99be69998ec9546038887836fb2fb32556da31755dd545d5"}
{"item_id": "S-EMBER_5975", "benchmark": "S-EMBER", "question": "How do I get to the door with the \"EXIT\" sign above it?", "options": ["Walk straight past the bike racks towards the back of the room to reach the door.", "Walk straight ahead, passing the motorcycle on your right, to reach the door with the sign.", "Turn around and walk straight. After you pass the wall, turn right. The door is ahead on your left.", "Walk straight across the open floor, passing the bike rack on your left, to reach the door.", "Walk straight ahead from your current position and turn right at the far end of the hallway."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "spatial_aware_reasoning", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.588469730218149, "license": "CC-BY-NC-4.0", "selection_order": 7076, "video": "videos/9cc39bfaee96b6f5bd5f82e04adc177d7f1a3fe832429682cb00221912120576.mp4", "video_id": "9cc39bfaee96b6f5bd5f82e04adc177d7f1a3fe832429682cb00221912120576"}
{"item_id": "HLV-1K_736", "benchmark": "HLV-1K", "question": "What happens after the scene featuring a man seated in a branded MAXNOMIC chair dressed in an orange and black hoodie within an industrial backdrop?", "options": ["The scene transitions to a pixelated animation of a person standing on a small orange wooden boat in a dense green forest.", "The scene transitions to a webpage titled 'Straw Poll' prominently displayed.", "The scene transitions to a performance comparison chart titled 'Ashes of The Singularity Explicit Multi-GPU Mode (fps)'.", "The scene transitions to a close-up of a webpage from The Verge displaying an article titled 'Samsung's Galaxy S7 and S7 Edge bring refinement to a proven design.'."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal-relationship", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3991.370884, "attack_pct": 0.5487527429972893, "license": "MIT", "selection_order": 7077, "video": "videos/50885c104a3b59ee010221938bd63e15306539c634dc33b5003c8552555e1df7.mp4", "video_id": "50885c104a3b59ee010221938bd63e15306539c634dc33b5003c8552555e1df7"}
{"item_id": "S-EMBER_6068", "benchmark": "S-EMBER", "question": "How many candles has the woman walking around with me sniffed so far?", "options": ["Three", "Two", "Zero", "One", "Five"], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.588469730218149, "license": "CC-BY-NC-4.0", "selection_order": 7083, "video": "videos/afc53275ef214320baa72265a7c11cf1f2a3e5341560030294499645094e9b4b.mp4", "video_id": "afc53275ef214320baa72265a7c11cf1f2a3e5341560030294499645094e9b4b"}
{"item_id": "ScaleLong_1276", "benchmark": "ScaleLong", "question": "How many corner kicks were awarded to each team?", "options": ["Red team 7 times, Blue team 4 times", "Red team 5 times, Blue team 6 times", "Red team 4 times, Blue team 7 times", "Red team 6 times, Blue team 5 times"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "Video Story", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 8316.033333, "attack_pct": 0.8161546405060023, "license": "unknown", "selection_order": 7084, "video": "videos/5f31812f7fe925ec8578df1abcd31c746e2990f78945626a7f21c7376f911fb5.mp4", "video_id": "5f31812f7fe925ec8578df1abcd31c746e2990f78945626a7f21c7376f911fb5"}
{"item_id": "S-EMBER_4598", "benchmark": "S-EMBER", "question": "In what order did I outline the animals on the first index card?", "options": ["You drew the outline of the top butterfly first, then outlined the bottom butterfly, before moving to the other insects.", "You began with a moth, followed by a butterfly, and then proceeded to draw a beetle on the first card.", "You started by outlining a bee, then moved on to a dragonfly, and finished with a turtle on the card.", "You outlined the animals in the following order: a moth, a bee, a beetle, a dragonfly, and finally another bee.", "You drew two butterflies first on opposite sides, then two beetles on the vacant corners, before starting a dragonfly."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "temporal_ordering_recognition", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.5900832580353685, "license": "CC-BY-NC-4.0", "selection_order": 7090, "video": "videos/cfbdaf0a67893e0d99fab88f8c58be1e5ed7966568a35b063f00ab119c07c413.mp4", "video_id": "cfbdaf0a67893e0d99fab88f8c58be1e5ed7966568a35b063f00ab119c07c413"}
{"item_id": "VideoEval-Pro_438", "benchmark": "VideoEval-Pro", "question": "One of the events for the celebration is a number of people riding on top of each other and performing acrobatics. How many people are there?", "options": ["5", "3", "2", "4"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 1822.023401, "attack_pct": 0.9397912095004518, "license": "unknown", "selection_order": 7091, "video": "videos/74ee88f9d6d7b71e1bd63de24d17fe9a02da731fdef228203c117acb55f786bb.mp4", "video_id": "74ee88f9d6d7b71e1bd63de24d17fe9a02da731fdef228203c117acb55f786bb"}
{"item_id": "S-EMBER_5727", "benchmark": "S-EMBER", "question": "How does this screwdriver compare to the one that I picked up but did not use?", "options": ["The screwdriver used has a noticeably longer handle and shaft compared to the one picked up but not used, which has a shorter handle and shaft.", "The screwdriver used is much shorter with an orange and blue handle, while the one picked up but not used is longer with a yellow and black handle.", "The screwdriver used is a yellow and black multi-tool, while the one picked up but not used is a standard screwdriver with a wooden handle.", "The screwdriver used is smaller and has a solid yellow handle, while the one picked up but not used is larger with a solid black handle.", "The screwdriver used is a much longer, full-size driver with a yellow-and-black handle, while the one picked up but didn’t use is a short, stubby driver."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "object_comparison", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.5925842261520589, "license": "CC-BY-NC-4.0", "selection_order": 7097, "video": "videos/63e36ab80d0a8362798c5c82de6b4bac6f180788b7102528a24bf0f46966b33a.mp4", "video_id": "63e36ab80d0a8362798c5c82de6b4bac6f180788b7102528a24bf0f46966b33a"}
{"item_id": "HLV-1K_9928", "benchmark": "HLV-1K", "question": "In the events from 691.0 to 821.0 seconds and H to e seconds, what direction does the jet ski move in relation to the shoreline?", "options": ["From the shoreline towards the open water.", "From the open water towards the shoreline.", "Parallel to the shoreline.", "In a circular motion around the shoreline."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object-direction", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 1816.566712, "attack_pct": 0.995135213631083, "license": "MIT", "selection_order": 7098, "video": "videos/a8be7af46ee25dcdeead06e7ca147ce32594d1fce053843fd16472ba6eda958c.mp4", "video_id": "a8be7af46ee25dcdeead06e7ca147ce32594d1fce053843fd16472ba6eda958c"}
{"item_id": "S-EMBER_391", "benchmark": "S-EMBER", "question": "What color is the patio umbrella?", "options": ["The patio umbrella is black or dark brown.", "The patio umbrella is multicolored.", "The patio umbrella is not visible in the video.", "The patio umbrella is green.", "The patio umbrella is beige or off-white."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "visual_detail_recall", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.5970133600103266, "license": "CC-BY-NC-4.0", "selection_order": 7104, "video": "videos/d67e81a0cd3e9ca898fb9f7b2ccb54ed562cc9bf0a100b86c1814e53ec06d1b0.mp4", "video_id": "d67e81a0cd3e9ca898fb9f7b2ccb54ed562cc9bf0a100b86c1814e53ec06d1b0"}
{"item_id": "ScaleLong_156", "benchmark": "ScaleLong", "question": "What color top is the citizen being interviewed wearing in the video?", "options": ["red", "yellow", "black", "blue"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Clip", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3791.36, "attack_pct": 0.759979669549503, "license": "unknown", "selection_order": 7105, "video": "videos/4d9e8dff782627cab17e26868aa1bccaec4d054ec0385d100f712442e2607703.mp4", "video_id": "4d9e8dff782627cab17e26868aa1bccaec4d054ec0385d100f712442e2607703"}
{"item_id": "S-EMBER_2051", "benchmark": "S-EMBER", "question": "How many times did I dip my brush into the water after moving to the second sheet of paper while using the smaller brush?", "options": ["Thirteen times.", "Six times.", "Two times.", "One time.", "Three times."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.5979169355879695, "license": "CC-BY-NC-4.0", "selection_order": 7111, "video": "videos/348e29797dae1149945672295207fd8a78dd91c7921b2c78cb961641e0b342a0.mp4", "video_id": "348e29797dae1149945672295207fd8a78dd91c7921b2c78cb961641e0b342a0"}
{"item_id": "ScaleLong_478", "benchmark": "ScaleLong", "question": "When the score is 12-13 in the second set, how would you describe the players on the court?", "options": ["Only players from both teams", "One referee and six players from one team", "Six players from each team and three referees", "Six players from each team and two referees"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Video Event", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 5726.92, "attack_pct": 0.816791983993804, "license": "unknown", "selection_order": 7112, "video": "videos/ed6a10c91f19807c8f6c0691ba9da74b598e89346f59dfa7430a5e50019f1519.mp4", "video_id": "ed6a10c91f19807c8f6c0691ba9da74b598e89346f59dfa7430a5e50019f1519"}
{"item_id": "S-EMBER_1569", "benchmark": "S-EMBER", "question": "Where did I finally put the bag of cheese?", "options": ["Inside the refrigerator's deli and cheese drawer.", "On the middle shelf, in front of the cartons.", "In the door compartment of the refrigerator.", "On the shelf next to the yogurt and milk.", "On the top shelf, next to the potatoes."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "location_trace", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.083333, "attack_pct": 0.5999983864721827, "license": "CC-BY-NC-4.0", "selection_order": 7118, "video": "videos/5e904384379855d0016e0f89b31ca876725f7eb4c3b1a4b0d0ec635235ee580a.mp4", "video_id": "5e904384379855d0016e0f89b31ca876725f7eb4c3b1a4b0d0ec635235ee580a"}
{"item_id": "VideoOdyssey_1157", "benchmark": "VideoOdyssey", "question": "There are two countries at war in the video. What is the reason for their conflict?", "options": ["The two kings had a disagreement while planning their children's wedding.", "One of the kings wanted to seize the other country's territory.", "A misunderstanding arose when one kingdom's messenger was mistaken for a spy.", "The king did not want his daughter to marry the other king's son."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "V/Causal Reasoning", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 4519.531973, "attack_pct": 0.3021008132180199, "license": "CC-BY-NC-SA-4.0", "selection_order": 7119, "video": "videos/7252155fd5eb371bef2528f1f36e6dbfb602b55936ad8ba0f5739c3cc8edd63c.mp4", "video_id": "7252155fd5eb371bef2528f1f36e6dbfb602b55936ad8ba0f5739c3cc8edd63c"}
{"item_id": "S-EMBER_2729", "benchmark": "S-EMBER", "question": "How long was my index finger placed on the left shoe's heel?", "options": ["About 30 seconds.", "About 10 seconds.", "About 25 seconds.", "About 5 seconds.", "About 2 seconds."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.6024670840325287, "license": "CC-BY-NC-4.0", "selection_order": 7125, "video": "videos/9ad7a3b5ecd1a7a1d7c9b552f5297955ddf279fccf29b4eb66018ecd0cf5ed6f.mp4", "video_id": "9ad7a3b5ecd1a7a1d7c9b552f5297955ddf279fccf29b4eb66018ecd0cf5ed6f"}
{"item_id": "HLV-1K_9304", "benchmark": "HLV-1K", "question": "How does the camera movement change from 2.0 seconds to 2321.0 seconds?", "options": ["The camera remains static throughout the video.", "The camera zooms in on the individuals and objects on the table.", "The camera pans around the room to capture different angles.", "The camera moves closer to the individuals and objects on the table."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "camera-direction", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 2407.235918, "attack_pct": 0.8840922292500323, "license": "MIT", "selection_order": 7126, "video": "videos/bd72c10f0ba8b22989b22a68b6af5fb67d32f7cba052111c846a28d2e88df8e1.mp4", "video_id": "bd72c10f0ba8b22989b22a68b6af5fb67d32f7cba052111c846a28d2e88df8e1"}
{"item_id": "S-EMBER_967", "benchmark": "S-EMBER", "question": "How does the pen I'm holding now differ in color from the one I was using right before?", "options": ["This pen is purple, while the previous pen was green.", "This pen is blue, while the previous pen was black.", "This pen is black, while the previous pen was blue.", "This pen is green, while the previous pen was black.", "This pen is white, while the previous pen was green."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "object_comparison", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.6100910029688912, "license": "CC-BY-NC-4.0", "selection_order": 7132, "video": "videos/5efc8b1005f71920919519702224c22715de1ecc3826164a4bb9caec997a9415.mp4", "video_id": "5efc8b1005f71920919519702224c22715de1ecc3826164a4bb9caec997a9415"}
{"item_id": "Video-MME_1882", "benchmark": "Video-MME", "question": "In what order are the following introduced in the video?\n① Resilience training program.\n② The relationship between genetics and stress.\n③ The stress's influence on the brain.\n④ What does resilient behavior look like.", "options": ["①②③④.", "④②③①.", "④③②①.", "①④③②."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Temporal Reasoning", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3115.978594, "attack_pct": 0.9203885374983864, "license": "unknown", "selection_order": 7133, "video": "videos/91322bae830bf7277c29740c5982fd32bd7bb58bf7b1b29c81b11044019adbc2.mp4", "video_id": "91322bae830bf7277c29740c5982fd32bd7bb58bf7b1b29c81b11044019adbc2"}
{"item_id": "S-EMBER_3952", "benchmark": "S-EMBER", "question": "What was written on the second album cover from the top in the stack to my right?", "options": ["\"NOVEMBER\"", "\"SWAYCATION\"", "\"Greatest Hits\"", "\"Led-Zeppelin Mothership\"", "\"JACKSON\""], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "visual_detail_recall", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.166667, "attack_pct": 0.6148831805860333, "license": "CC-BY-NC-4.0", "selection_order": 7139, "video": "videos/8f0e420743378c1adc5ee55ed6a786216e7c1d7813d4d610e248e4a2c16dd9c8.mp4", "video_id": "8f0e420743378c1adc5ee55ed6a786216e7c1d7813d4d610e248e4a2c16dd9c8"}
{"item_id": "ScaleLong_512", "benchmark": "ScaleLong", "question": "When the score was 19-14 in the first set, in front of whom did the ball land?", "options": ["NO.14", "NO.1", "NO.11", "NO.6"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Clip", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 8750.52, "attack_pct": 0.8211001032657803, "license": "unknown", "selection_order": 7140, "video": "videos/e5c26995fee5419d2bcc3367d3bc80490240f5c86e105e25cf7498f564fcf891.mp4", "video_id": "e5c26995fee5419d2bcc3367d3bc80490240f5c86e105e25cf7498f564fcf891"}
{"item_id": "S-EMBER_6138", "benchmark": "S-EMBER", "question": "Up to this point, how many pieces have I broken off the first slice of pie?", "options": ["You have broken four pieces of the first slice off the pie.", "You have broken off two pieces from the first slice of pie.", "You have broken off 12 pieces from the first slice of pie.", "So far, you have broken three small pieces off the first slice of pie.", "You have broken off 6 pieces from the first slice of pie."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.166667, "attack_pct": 0.6156334710210404, "license": "CC-BY-NC-4.0", "selection_order": 7146, "video": "videos/8538b75edbe46c9f4ca73acb823ec4333cd7e153584dccbe6e8ede3f35212b7c.mp4", "video_id": "8538b75edbe46c9f4ca73acb823ec4333cd7e153584dccbe6e8ede3f35212b7c"}
{"item_id": "ALLVB_3078", "benchmark": "ALLVB", "question": "What is the outcome of Danny deciding to ask for directions at the dilapidated house?", "options": ["They find their way immediately", "They get more lost", "They start arguing about their relationship", "They meet new characters", "They decide to turn back"], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Action Recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 6210.621083, "attack_pct": 0.1173680134245514, "license": "CC-BY-NC-SA-4.0", "selection_order": 7147, "video": "videos/c68e0613d81abb736d8d0cefed9e865b76a379ac2beaeeb554fd1453d3457776.mp4", "video_id": "c68e0613d81abb736d8d0cefed9e865b76a379ac2beaeeb554fd1453d3457776"}
{"item_id": "S-EMBER_6229", "benchmark": "S-EMBER", "question": "How long did I look at portable speakers for?", "options": ["You looked at portable speakers for one minute and forty-three seconds.", "You looked at portable speakers for approximately ten seconds.", "You looked at portable speakers for approximately twenty seconds.", "You looked at portable speakers for one minute and fifty-five seconds.", "You looked at portable speakers for about one and a half minutes."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.6195382083387118, "license": "CC-BY-NC-4.0", "selection_order": 7153, "video": "videos/68d7017fec62f5639deb049e7bc438a68bd3d0d36eee90bf5bc8a58c8516b440.mp4", "video_id": "68d7017fec62f5639deb049e7bc438a68bd3d0d36eee90bf5bc8a58c8516b440"}
{"item_id": "HLV-1K_8789", "benchmark": "HLV-1K", "question": "What direction does the camera move in the video from 46.0 to 5107.0 seconds?", "options": ["The camera moves closer to the screen.", "The camera moves away from the screen.", "The camera remains stationary.", "The camera moves around the room."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "camera-direction", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 5187.430748, "attack_pct": 0.5476958822770105, "license": "MIT", "selection_order": 7154, "video": "videos/b1d7f60df4ddd11ea2629826b7d68f1ec386f5dfcac8ed0c029d960e69524d5b.mp4", "video_id": "b1d7f60df4ddd11ea2629826b7d68f1ec386f5dfcac8ed0c029d960e69524d5b"}
{"item_id": "S-EMBER_3533", "benchmark": "S-EMBER", "question": "What color was the star on the purple table?", "options": ["The star on the purple table was blue.", "The star on the purple table was green.", "There was no star on the purple table.", "The star on the purple table was yellow.", "The star on the purple table was dark purple."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "visual_detail_recall", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 602.666667, "attack_pct": 0.6211436685168452, "license": "CC-BY-NC-4.0", "selection_order": 7160, "video": "videos/089e4ccd5b37f745ab98daf204377d85854e70b6dbfcf63bbc55a9ec9ab19912.mp4", "video_id": "089e4ccd5b37f745ab98daf204377d85854e70b6dbfcf63bbc55a9ec9ab19912"}
{"item_id": "HLV-1K_7651", "benchmark": "HLV-1K", "question": "What objects are placed on the table in front of the panelists during the presentation or press conference?", "options": ["Laptops and notebooks.", "Rocks and other smaller items.", "Books and pens.", "Food and drinks."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "object understanding", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3099.724626, "attack_pct": 0.549712792048535, "license": "MIT", "selection_order": 7161, "video": "videos/a31aaec52346c0c32b2510cecb777ebf291dbde209e905ab8e10563039b1a0e3.mp4", "video_id": "a31aaec52346c0c32b2510cecb777ebf291dbde209e905ab8e10563039b1a0e3"}
{"item_id": "S-EMBER_6269", "benchmark": "S-EMBER", "question": "How many different services were shown on the door of the Bluemercury Spa?", "options": ["3", "0", "4", "6", "5"], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.333333, "attack_pct": 0.6211920743513618, "license": "CC-BY-NC-4.0", "selection_order": 7167, "video": "videos/526aabd3945a912fd57b5571965d577588b949a6aeb18eee27e3841aaab5ad5e.mp4", "video_id": "526aabd3945a912fd57b5571965d577588b949a6aeb18eee27e3841aaab5ad5e"}
{"item_id": "ScaleLong_544", "benchmark": "ScaleLong", "question": "Who lost control at the bend?", "options": ["NO.20", "NO.5", "NO.44", "NO.21"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Event", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 4893.2, "attack_pct": 0.8215922292500323, "license": "unknown", "selection_order": 7168, "video": "videos/642d3671afd650a84f73e7aa20a7798c5cfbd9996681269c87b5cff0cb71cbc4.mp4", "video_id": "642d3671afd650a84f73e7aa20a7798c5cfbd9996681269c87b5cff0cb71cbc4"}
{"item_id": "S-EMBER_6545", "benchmark": "S-EMBER", "question": "How many chip clusters did I make before my first turn?", "options": ["You made 2 chip clusters before your first turn.", "You made 4 chip clusters before your first turn.", "You made 6 chip clusters before your first turn.", "You made 3 chip clusters before your first turn.", "You made 5 chip clusters before your first turn."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.6211920743513618, "license": "CC-BY-NC-4.0", "selection_order": 7174, "video": "videos/b4407843088bf4f9ac9096706325e5584d306413d0c939f0044c84e5e7a6d57a.mp4", "video_id": "b4407843088bf4f9ac9096706325e5584d306413d0c939f0044c84e5e7a6d57a"}
{"item_id": "HLV-1K_160", "benchmark": "HLV-1K", "question": "What happens after the scene with the animated forest featuring a cartoonish owl with blue feathers and a yellow beak resting on a tree branch?", "options": ["The scene transitions to a vibrant and colorful outdoor setting with rolling hills and a variety of trees.", "The scene shifts to an indoor area with three toy characters and a brightly colored background.", "The scene introduces a character painting a rocket-shaped object on a scaffold.", "The scene transitions to a cosmic environment featuring a dark purple and blue background sprinkled with stars."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal-relationship", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 1832.77424, "attack_pct": 0.2932990189750871, "license": "MIT", "selection_order": 7175, "video": "videos/2c8f200d6b28ca445bf0150b643d5186d86fd944db4d2d9442dd8b15c9cb5cb3.mp4", "video_id": "2c8f200d6b28ca445bf0150b643d5186d86fd944db4d2d9442dd8b15c9cb5cb3"}
{"item_id": "S-EMBER_9426", "benchmark": "S-EMBER", "question": "How many items have I scrubbed with a sponge so far?", "options": ["You have scrubbed three items with a sponge so far: a glass baking dish, a glass jar, and a black pot.", "You have scrubbed four items with a sponge so far: a glass dish, a glass jar, a black pot, and a cup.", "You have scrubbed six items with a sponge so far: a glass dish, a glass jar, two pots, and two utensils.", "You have scrubbed seven items with a sponge so far: a glass dish, two glass jars, two pots, and two cups.", "You have scrubbed five items with a sponge so far: a glass dish, two glass jars, a cup, and a pot."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "counting_objects_events", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.6249838647218278, "license": "CC-BY-NC-4.0", "selection_order": 7181, "video": "videos/4767806609161991ada01927e4bc66420db12957bdfacb365e991eb9b4d44ccb.mp4", "video_id": "4767806609161991ada01927e4bc66420db12957bdfacb365e991eb9b4d44ccb"}
{"item_id": "HLV-1K_7450", "benchmark": "HLV-1K", "question": "Where does the video primarily take place from 1.0 to 3003.0 seconds?", "options": ["In a residential house and its garage.", "In a modern office and a grassy field.", "In a professional recording studio and a tech presentation stage.", "In a cozy living room and an outdoor exercise area."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "descriptive-scene", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 3017.897506, "attack_pct": 0.9860752549373952, "license": "MIT", "selection_order": 7182, "video": "videos/eea1bb061cd857bc9757333e238822a5f49961bf1f5cfb8fd0b3a37a4b64b0e7.mp4", "video_id": "eea1bb061cd857bc9757333e238822a5f49961bf1f5cfb8fd0b3a37a4b64b0e7"}
{"item_id": "S-EMBER_1089", "benchmark": "S-EMBER", "question": "How many buttons were on the orange strip after I removed the first button?", "options": ["7 buttons.", "5 buttons.", "35 buttons.", "23 buttons.", "14 buttons."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "visual_detail_recall", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.6270169097715245, "license": "CC-BY-NC-4.0", "selection_order": 7188, "video": "videos/53d69a5db136ce902afd645912e77e8869ffdb17b6a3f7433342f1afbbd70c1a.mp4", "video_id": "53d69a5db136ce902afd645912e77e8869ffdb17b6a3f7433342f1afbbd70c1a"}
{"item_id": "ScaleLong_892", "benchmark": "ScaleLong", "question": "How many main topics were discussed in the video?", "options": ["5", "10", "9", "14"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Video Story", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 4611.7071, "attack_pct": 0.7651268232864334, "license": "unknown", "selection_order": 7189, "video": "videos/0dab132a89afa1268171ffd553b3cb7d4384f1ffe6a626f28434773fae1e9158.mp4", "video_id": "0dab132a89afa1268171ffd553b3cb7d4384f1ffe6a626f28434773fae1e9158"}
{"item_id": "S-EMBER_1706", "benchmark": "S-EMBER", "question": "How many times did I dip my fries into ketchup before dipping them into the brown sauce?", "options": ["Four times.", "Three times.", "Five times.", "Twice.", "Once."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.6320672518394217, "license": "CC-BY-NC-4.0", "selection_order": 7195, "video": "videos/8e529c756617160eecf41168355601ec66553cabcf59a3dee73efecd12f68331.mp4", "video_id": "8e529c756617160eecf41168355601ec66553cabcf59a3dee73efecd12f68331"}
{"item_id": "S-EMBER_3728", "benchmark": "S-EMBER", "question": "How many people have I seen since I got up from the bench until now?", "options": ["Seven.", "One.", "Four.", "Two.", "Three."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.083333, "attack_pct": 0.6320672518394217, "license": "CC-BY-NC-4.0", "selection_order": 7202, "video": "videos/e710a804d75d96c9dda7d35e21d00c67d72299f586776c8d5318e61b5d97731c.mp4", "video_id": "e710a804d75d96c9dda7d35e21d00c67d72299f586776c8d5318e61b5d97731c"}
{"item_id": "ScaleLong_187", "benchmark": "ScaleLong", "question": "What color are the glasses worn by the lady in the video?", "options": ["Blue", "Yellow", "White", "Red"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Clip", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2934.848583, "attack_pct": 0.7757115657673939, "license": "unknown", "selection_order": 7203, "video": "videos/8994aa9d9f1b16e1217f27e21e378b1e9b5d8691c66e07940401f28c29ff3712.mp4", "video_id": "8994aa9d9f1b16e1217f27e21e378b1e9b5d8691c66e07940401f28c29ff3712"}
{"item_id": "S-EMBER_4005", "benchmark": "S-EMBER", "question": "How many rolls of tape did I pick up?", "options": ["You picked up four rolls of tape.", "You picked up three rolls of tape.", "You picked up five rolls of tape.", "You picked up one roll of tape.", "You picked up two rolls of tape."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "counting_objects_events", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.6320672518394217, "license": "CC-BY-NC-4.0", "selection_order": 7209, "video": "videos/c55059277237445eecd4d9d577d020b8087a25a85440301f298a191a7161d940.mp4", "video_id": "c55059277237445eecd4d9d577d020b8087a25a85440301f298a191a7161d940"}
{"item_id": "HLV-1K_9916", "benchmark": "HLV-1K", "question": "What is the man doing in the video frame at 3029.0 seconds?", "options": ["The man is clearly visible and performing.", "The man is partially visible due to the blurring effect.", "The man is not present in the frame.", "The man is sitting and reading a book."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "character-understanding", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 4217.022404, "attack_pct": 0.7802052407383503, "license": "MIT", "selection_order": 7210, "video": "videos/8801e11f25f8c45c6880e2a321b902fbea1f3ca3fc332c21dcaf4ee9c784bd73.mp4", "video_id": "8801e11f25f8c45c6880e2a321b902fbea1f3ca3fc332c21dcaf4ee9c784bd73"}
{"item_id": "S-EMBER_260", "benchmark": "S-EMBER", "question": "From where I am standing, how do I get to the Aquarium Starter Kits?", "options": ["Walk into the middle section of the current aisle, and find the kits on the shelves to your right side.", "Walk straight toward the 'Employees Only' door, and find the kits on the bottom shelf of the 'tank care' display.", "Turn right, walk to the end of the aisle, turn right again, and find the kits on shelves in the next aisle.", "Walk straight down the aisle between the two display aquariums, and find the kits on the shelving unit to your left.", "Turn around, walk to the next aisle on your left, and find the kits on the shelves immediately to your left."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "egocentric", "task_class": "spatial_aware_reasoning", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.6398121853620756, "license": "CC-BY-NC-4.0", "selection_order": 7216, "video": "videos/812e6226214256a887507e2e2857b682fb9219035b27b5ca44184cef00eb3a32.mp4", "video_id": "812e6226214256a887507e2e2857b682fb9219035b27b5ca44184cef00eb3a32"}
{"item_id": "Video-MME_2404", "benchmark": "Video-MME", "question": "Why do the five members of the Feb 5 team want to help William Holmes change?", "options": ["They hope that William Holmes can become better and reunite with his girlfriend.", "They want to help William Holmes and become friends with him.", "They are enthusiastic about teaching their skills to others to gain a sense of achievement.", "They hope William Holmes achieves a work-life balance."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Action Reasoning", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2915.079546, "attack_pct": 0.9261891700012908, "license": "unknown", "selection_order": 7217, "video": "videos/34a0c31e5c28efec34493a72d48215680c56b96296a90e2388b7403f270681c5.mp4", "video_id": "34a0c31e5c28efec34493a72d48215680c56b96296a90e2388b7403f270681c5"}
{"item_id": "S-EMBER_4847", "benchmark": "S-EMBER", "question": "How long has it been since I finished writing \"LOVER\"?", "options": ["It has been 2 minutes and 7 seconds since you finished.", "It has been 1 minute and 10 seconds since you finished.", "It is not possible to determine the time from the video.", "It has been approximately 2 seconds since you finished.", "It has been approximately 10 seconds since you finished."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.6410707370595069, "license": "CC-BY-NC-4.0", "selection_order": 7223, "video": "videos/555b9a73564bcccbcf2fbcd714d3bf8f1012b94e91b61a702422bbe49dbbb9e4.mp4", "video_id": "555b9a73564bcccbcf2fbcd714d3bf8f1012b94e91b61a702422bbe49dbbb9e4"}
{"item_id": "ScaleLong_125", "benchmark": "ScaleLong", "question": "What was the largest lead the athlete in the white shirt had in the first ten minutes?", "options": ["four points", "one points", "two points", "three points"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Event", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 5318.019002, "attack_pct": 0.8914660513747257, "license": "unknown", "selection_order": 7224, "video": "videos/38fae793ab01b74094213e2ce42486a402ff022325fd5bf77df315c876a7c7f5.mp4", "video_id": "38fae793ab01b74094213e2ce42486a402ff022325fd5bf77df315c876a7c7f5"}
{"item_id": "S-EMBER_745", "benchmark": "S-EMBER", "question": "How does this pair of socks I’m holding compare in color to the first pair I removed from the plastic bag?", "options": ["The first pair had lighter patterns overall, while the pair you are holding is much darker in solid colors.", "The first pair was black with red stripes, while the pair you are holding is black with white stripes.", "The first pair was black with white stripes, while the pair you are holding is pink with white dots.", "The first pair was black with white stripes, while the pair you are holding is white with red dots.", "Both pairs of socks are exactly the same color, as both the first pair and current pair are black."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "object_comparison", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 602.0, "attack_pct": 0.643967019491416, "license": "CC-BY-NC-4.0", "selection_order": 7230, "video": "videos/1f1f36ecbc94793051c33e35a152c38df4e5155ebf59866b6bbc2691f442192d.mp4", "video_id": "1f1f36ecbc94793051c33e35a152c38df4e5155ebf59866b6bbc2691f442192d"}
{"item_id": "Video-MME_1893", "benchmark": "Video-MME", "question": "Here are a few sub-titles about this video, what should be the correct order in which they appear in the video?\n(1) The money problem.\n(2) The Acqusition.\n(3) Intermission.\n(4) Present day and future.", "options": ["(2)(1)(4)(3).", "(1)(2)(4)(3).", "(1)(4)(3)(2).", "(4)(2)(1)(3)."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Temporal Reasoning", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 1821.907302, "attack_pct": 0.907238285788047, "license": "unknown", "selection_order": 7231, "video": "videos/32fcabd3301903202d8b9ce855be56bbd7993d2a7c30685f0355c82e6d0f43e3.mp4", "video_id": "32fcabd3301903202d8b9ce855be56bbd7993d2a7c30685f0355c82e6d0f43e3"}
{"item_id": "S-EMBER_6495", "benchmark": "S-EMBER", "question": "What color pen did I use right after I tried to use the green pen?", "options": ["Black.", "Light blue.", "Pink.", "Blue.", "Purple."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "visual_detail_recall", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.583333, "attack_pct": 0.6474522395766104, "license": "CC-BY-NC-4.0", "selection_order": 7237, "video": "videos/0b6e37de0cb5a04b76c3d884cb2aa07b843d74a8b046fd975583f7c1754576d0.mp4", "video_id": "0b6e37de0cb5a04b76c3d884cb2aa07b843d74a8b046fd975583f7c1754576d0"}
{"item_id": "HLV-1K_3376", "benchmark": "HLV-1K", "question": "What is the person wearing in the video frame at 820.0 seconds?", "options": ["A hat and a colorful camouflage-patterned shirt.", "A suit and tie.", "A plain white t-shirt.", "A jacket and jeans."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "character-understanding", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 1868.022132, "attack_pct": 0.8666177229895443, "license": "MIT", "selection_order": 7238, "video": "videos/d994c8a3af13398c9e2cfb987cff600623bb08a23e2128c02096c0828167992c.mp4", "video_id": "d994c8a3af13398c9e2cfb987cff600623bb08a23e2128c02096c0828167992c"}
{"item_id": "S-EMBER_797", "benchmark": "S-EMBER", "question": "What color was the first vehicle that drove by?", "options": ["Black", "Blue", "Red", "White", "Tan"], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "visual_detail_recall", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.6492755260100684, "license": "CC-BY-NC-4.0", "selection_order": 7244, "video": "videos/875e86a8fc6516b46156745aea02e725393dca7523a10db470a9ee63035c772e.mp4", "video_id": "875e86a8fc6516b46156745aea02e725393dca7523a10db470a9ee63035c772e"}
{"item_id": "HLV-1K_2506", "benchmark": "HLV-1K", "question": "How does the visual style of the video change from the beginning to the end between 133.0 and 3217.0 seconds?", "options": ["From a pixelated, blocky style to a minimalist, geometric design.", "From a realistic, detailed style to a pixelated, blocky design.", "From a minimalist, geometric design to a realistic, detailed style.", "From a cartoonish, colorful style to a black and white sketch."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "attribute-change", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3253.417506, "attack_pct": 0.5559329417839164, "license": "MIT", "selection_order": 7245, "video": "videos/c4d64433e5a615fa3cd9e71d376eea4672608dbf7d4e44b4762aadc7acddb246.mp4", "video_id": "c4d64433e5a615fa3cd9e71d376eea4672608dbf7d4e44b4762aadc7acddb246"}
{"item_id": "S-EMBER_2788", "benchmark": "S-EMBER", "question": "Where was the tape the last time I saw it?", "options": ["On the floor next to the box.", "On the table next to the chair.", "On the floor near the couch.", "On the floor to your right.", "On the table next to the couch."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "location_trace", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.653454563056667, "license": "CC-BY-NC-4.0", "selection_order": 7251, "video": "videos/e0eea8fd1c654d1f22096a7cdf50ca454dfe9d31cd10cc9342043427c76f5aa0.mp4", "video_id": "e0eea8fd1c654d1f22096a7cdf50ca454dfe9d31cd10cc9342043427c76f5aa0"}
{"item_id": "ScaleLong_458", "benchmark": "ScaleLong", "question": "What is the score at the second venue change?", "options": ["12-8", "10-5", "16-14", "17-25"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Event", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 6750.777367, "attack_pct": 0.8986946559958694, "license": "unknown", "selection_order": 7252, "video": "videos/b67548b2e7efa6b20b9c2545318fad17b915654371c6669a5f4b558f6bebd0e4.mp4", "video_id": "b67548b2e7efa6b20b9c2545318fad17b915654371c6669a5f4b558f6bebd0e4"}
{"item_id": "S-EMBER_5922", "benchmark": "S-EMBER", "question": "How do I get to the cash register from where I am now?", "options": ["Turn to your left to exit the aisle, then turn right and walk forward.", "Turn around and walk straight towards the front entrance of the store.", "Proceed straight past the shelves to the counter near the back of the store.", "Turn left and walk straight down the aisle until it is on your left.", "Walk back toward the entrance, then turn right to the wooden counter."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "spatial_aware_reasoning", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.25, "attack_pct": 0.6599812830773203, "license": "CC-BY-NC-4.0", "selection_order": 7258, "video": "videos/a6308e21e499aab1b326774479ca785edefacee68554d85f1e9da89dfef01eee.mp4", "video_id": "a6308e21e499aab1b326774479ca785edefacee68554d85f1e9da89dfef01eee"}
{"item_id": "VideoEval-Pro_1107", "benchmark": "VideoEval-Pro", "question": "Where are the silhouette fishermen performing their popular activity during the monsoon season?", "options": ["In a city", "In a forest", "On a boat", "On the beach"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 5487.68, "attack_pct": 0.9617029172582936, "license": "unknown", "selection_order": 7259, "video": "videos/3531713d1d9ce228c0c5495242bb47e5fce8b18d5a497dfe7bb43dc29f6d313f.mp4", "video_id": "3531713d1d9ce228c0c5495242bb47e5fce8b18d5a497dfe7bb43dc29f6d313f"}
{"item_id": "S-EMBER_4542", "benchmark": "S-EMBER", "question": "What time was my phone's screen showing before I unlocked it?", "options": ["1:45", "1:38", "1:15", "4:00", "11:17"], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "visual_detail_recall", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.25, "attack_pct": 0.6602636504453336, "license": "CC-BY-NC-4.0", "selection_order": 7265, "video": "videos/297ad2cfa34859016d0c9c5d586154b672ac983b3ec728914a1395100ee2601f.mp4", "video_id": "297ad2cfa34859016d0c9c5d586154b672ac983b3ec728914a1395100ee2601f"}
{"item_id": "HLV-1K_10173", "benchmark": "HLV-1K", "question": "In which order do the events occur in the video from 116.0 to 3823.0 seconds?", "options": ["A man in a security uniform with 'SEGURIDAD' patches is seated in a dimly lit, controlled environment, likely a recording studio. He wears a fedora hat and glasses, and is positioned centrally in front of a microphone.", "The scene captures a professional indoor setting that gradually transitions from a workspace to a recording studio. The initial frames feature a person seated in subdued lighting, holding a plastic water bottle and a pair of headphones on a desk.", "The scene begins with a man situated predominantly in the foreground, wearing glasses and a hat, holding an object close to his face and displaying it to the camera. This indoor scene is set in a dimly lit environment with a background containing a chair labeled 'KULTER', a door with a sign, and a water bottle at the bottom left corner.", "The scene takes place in a workspace or studio environment with a dark backdrop, scattered objects, and dim lighting. Initially, a person wearing glasses and a floral-patterned garment is seen sitting in front of a microphone, indicative of a possible podcast or broadcast setting."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "time-order", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 3967.523991, "attack_pct": 0.6201997547437718, "license": "MIT", "selection_order": 7266, "video": "videos/9fa1835c7082abe2fad2585557671fe4e964aeefe923a7fb26c42316b787ae4b.mp4", "video_id": "9fa1835c7082abe2fad2585557671fe4e964aeefe923a7fb26c42316b787ae4b"}
{"item_id": "S-EMBER_1372", "benchmark": "S-EMBER", "question": "How does the first piece of paper I picked up compare to the second piece of paper?", "options": ["The first piece of paper has a patterned design, while the second piece of paper is solid purple.", "The first piece is pink with blue dots, while the second is pink and orange with scattered black print.", "The first piece is pink with a pattern of black lips, and the second is pink with black dots.", "The first piece is pink with a black leopard print, while the second is pink with blue polka dots.", "The first piece of paper is solid blue, while the second piece is pink with a leopard-spot pattern."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "object_comparison", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.6652494514005421, "license": "CC-BY-NC-4.0", "selection_order": 7272, "video": "videos/4a603ba6ee025e3a2120cfff22c5952ccbbb0defccd87eaec950e897ce120fdd.mp4", "video_id": "4a603ba6ee025e3a2120cfff22c5952ccbbb0defccd87eaec950e897ce120fdd"}
{"item_id": "ScaleLong_1665", "benchmark": "ScaleLong", "question": "Who was the last to quit the competition?", "options": ["Taz", "WYATT", "White", "Code"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Story", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3730.727, "attack_pct": 0.7657803020524074, "license": "unknown", "selection_order": 7273, "video": "videos/b8d1445165ff98a3993438482573ced6d2de2ce338506ca5e98aefa81c1b62ee.mp4", "video_id": "b8d1445165ff98a3993438482573ced6d2de2ce338506ca5e98aefa81c1b62ee"}
{"item_id": "S-EMBER_652", "benchmark": "S-EMBER", "question": "Where is the flower-shaped cutout I was working on?", "options": ["On the right side of the table, by the pink paint and paint brushes.", "On the table in front of you, near the red plate and craft supplies.", "Lying on the table, right next to the scissors and a glue stick.", "On the table in front of you, partially covered in purple glitter.", "Taped to the bottom right corner of the table, away from the other supplies."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "location_trace", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.166667, "attack_pct": 0.6694365560862269, "license": "CC-BY-NC-4.0", "selection_order": 7279, "video": "videos/43723563dfe042edb2531463a99baa3ff9f7e341c05d28de90eedef69fadb728.mp4", "video_id": "43723563dfe042edb2531463a99baa3ff9f7e341c05d28de90eedef69fadb728"}
{"item_id": "ScaleLong_592", "benchmark": "ScaleLong", "question": "How would you describe the situation at the start of the race?", "options": ["The leader had a small gap to the second place, but the rest were far apart", "The first few riders formed a tight group, with a significant gap to the rest of the pack", "All riders were very close to each other, with no significant gaps at all", "The gap between the leader and the following riders was quite large, while the distance between the other riders was small and even"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "Video Event", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 4614.266667, "attack_pct": 0.9658819543048922, "license": "unknown", "selection_order": 7280, "video": "videos/fea1c07a7ede7d2348bc7bc1ebc985df5323e4497424b5ff0c1b3beacc9b66eb.mp4", "video_id": "fea1c07a7ede7d2348bc7bc1ebc985df5323e4497424b5ff0c1b3beacc9b66eb"}
{"item_id": "S-EMBER_1689", "benchmark": "S-EMBER", "question": "How long did it take me to start coloring after picking up my first pen?", "options": ["About 30 seconds.", "About 1 second.", "About 10 seconds.", "About 20 seconds.", "About 2 seconds."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.6725587324125468, "license": "CC-BY-NC-4.0", "selection_order": 7286, "video": "videos/1deac37fdfd9f72b74e24face5a75c90d10af9de6e80f938c6932c5a719c15ff.mp4", "video_id": "1deac37fdfd9f72b74e24face5a75c90d10af9de6e80f938c6932c5a719c15ff"}
{"item_id": "VideoOdyssey_157", "benchmark": "VideoOdyssey", "question": "Describe the material of the basket the girl uses when going to school.", "options": ["Canvas", "Leather", "Metal", "Wood"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "V/Attribute Recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 4845.354376, "attack_pct": 0.3380582806247579, "license": "CC-BY-NC-SA-4.0", "selection_order": 7287, "video": "videos/f33ab05f43ee084d7e5ff4cf6b766c94557e515e8c7d5d4b44efe69bed4305e2.mp4", "video_id": "f33ab05f43ee084d7e5ff4cf6b766c94557e515e8c7d5d4b44efe69bed4305e2"}
{"item_id": "S-EMBER_1167", "benchmark": "S-EMBER", "question": "After stopping by the sauces, what actions did I take before setting down the last jar of sauce?", "options": ["I walked over to the beverage section, picked up a bottle of soda, and then returned to the sauce aisle to set it down.", "I looked closely at the price tags on the shelf, read the nutritional information, and then picked up just one jar of sauce.", "I walked through the store, picked up a single jar of sauce, read its label, and then placed it directly into the shopping cart.", "I picked up two jars of sauce, compared them side-by-side, put one back on the shelf, and placed the other into the cart.", "I picked up two jars of sauce, compared their labels side-by-side, and then put both of them back on the shelf."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "temporal_ordering_recognition", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.25, "attack_pct": 0.6745917774622434, "license": "CC-BY-NC-4.0", "selection_order": 7293, "video": "videos/169cd1bac7bc7947078bccf9a52a257d14c73e1ea0f878f67d02e0f540b9b8d4.mp4", "video_id": "169cd1bac7bc7947078bccf9a52a257d14c73e1ea0f878f67d02e0f540b9b8d4"}
{"item_id": "HLV-1K_7910", "benchmark": "HLV-1K", "question": "In which order do the events occur in the video from 249.0 to 2522.0 seconds?", "options": ["The event starts in a boxing or martial arts training facility, transitions to a close-up of a person holding a mobile phone, then shifts to an office environment, and concludes with a serene outdoor scene against a cityscape.", "The event begins with a large auditorium filled with attendees, transitions to a boxing or martial arts training facility, then shifts to a close-up of a person holding a mobile phone, and concludes with a serene outdoor scene against a cityscape.", "The event starts with a close-up of a person holding a mobile phone, transitions to a boxing or martial arts training facility, then shifts to an office environment, and concludes with a serene outdoor scene against a cityscape.", "The event begins with a large auditorium filled with attendees, transitions to a close-up of a person holding a mobile phone, then shifts to an office environment, and concludes with a serene outdoor scene against a cityscape."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "time-order", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 2530.115918, "attack_pct": 0.7723957661030076, "license": "MIT", "selection_order": 7294, "video": "videos/4b1850d72aaaa44191ffe7ed299ac2a755f78fe7290377be5975a4e3d4c411af.mp4", "video_id": "4b1850d72aaaa44191ffe7ed299ac2a755f78fe7290377be5975a4e3d4c411af"}
{"item_id": "S-EMBER_6584", "benchmark": "S-EMBER", "question": "After the woman tried on the first pair of glasses, what did she do next?", "options": ["She took the glasses off and placed them neatly on the table in front of her.", "She took the glasses off and handed them directly to the person sitting across the table.", "She removed the first pair of glasses and immediately picked up a second pair to examine.", "She looked at herself in the mirror on the table before taking them off and folding them.", "She removed the glasses and held them out towards the camera with both hands to show them."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "sequential_action", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.675874532076933, "license": "CC-BY-NC-4.0", "selection_order": 7300, "video": "videos/8a1f80fca5a79d7fa4db4eb87ad79ff1b8526b39af5001b7a48718a80e3376e3.mp4", "video_id": "8a1f80fca5a79d7fa4db4eb87ad79ff1b8526b39af5001b7a48718a80e3376e3"}
{"item_id": "Video-MME_2387", "benchmark": "Video-MME", "question": "What do the first and the fifth segments of magic in this video have in common?", "options": ["They include the same tools for magic.", "They both need an assistant.", "They happen in the same place.", "They both require several demonstrations."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "long_video", "task_class": "Object Reasoning", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3579.472109, "attack_pct": 0.947221505098748, "license": "unknown", "selection_order": 7301, "video": "videos/57bb13c656e63fe1015d3d4a136089e7eb5f14773dd55e0b56bda5fb7b55fd7b.mp4", "video_id": "57bb13c656e63fe1015d3d4a136089e7eb5f14773dd55e0b56bda5fb7b55fd7b"}
{"item_id": "S-EMBER_2154", "benchmark": "S-EMBER", "question": "How long was I holding the pair of glasses that I just put down?", "options": ["You held them for 10 seconds.", "You held them for 5 seconds.", "You held them for 3 seconds.", "You held them for 2 seconds.", "You held them for 13 seconds."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.6877985026461856, "license": "CC-BY-NC-4.0", "selection_order": 7307, "video": "videos/89c67fba662f3131546ce2c3b2df307f52071280f73398e66a8a7dcbe3cab9ab.mp4", "video_id": "89c67fba662f3131546ce2c3b2df307f52071280f73398e66a8a7dcbe3cab9ab"}
{"item_id": "ALLVB_20905", "benchmark": "ALLVB", "question": "What are the weather conditions when Fuchs is jogging around the compound?", "options": ["Clear skies with sunshine", "Heavy rain", "Snowfall", "Foggy", "Sleet"], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "Video Captioning", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 6522.539, "attack_pct": 0.1183522653930553, "license": "CC-BY-NC-SA-4.0", "selection_order": 7315, "video": "videos/fc44c43d6f76b5eca68f2f9cb541de47d94e1bb248bf2fc9863f3105ba119d78.mp4", "video_id": "fc44c43d6f76b5eca68f2f9cb541de47d94e1bb248bf2fc9863f3105ba119d78"}
{"item_id": "S-EMBER_3215", "benchmark": "S-EMBER", "question": "What brand of bleach did I add to this container I'm holding?", "options": ["The video never shows a label to indicate the bleach's brand.", "You added a store-brand bleach such as Great Value.", "You added WinCo brand bleach to the translucent container.", "You added OxiClean bleach to the container.", "The brand of bleach added to the container is Clorox."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "visual_detail_recall", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.083333, "attack_pct": 0.695503097973409, "license": "CC-BY-NC-4.0", "selection_order": 7321, "video": "videos/7f3b0f9474970e6b2a0c7c716b75172c0850fb0ad330a88f149f6c4866b09cd9.mp4", "video_id": "7f3b0f9474970e6b2a0c7c716b75172c0850fb0ad330a88f149f6c4866b09cd9"}
{"item_id": "HLV-1K_3862", "benchmark": "HLV-1K", "question": "In which order do the events occur in the video from 218.0 to 6887.0 seconds?", "options": ["The person is engaged in an activity behind a table adorned with Christmas decorations. A small, decorated Christmas tree is placed to the right.", "The man dressed in a red costume is seated behind a desk decorated with Christmas decorations, including a Christmas tree on his right and red tinsel on the desk.", "The scene captures a festive holiday atmosphere featuring a person dressed in holiday-themed clothing, prominently a red sweater with white trim, positioned centrally behind a table adorned with Christmas decorations.", "The event kicks off with a festive scene against a green backdrop featuring a person in red and white holiday attire sitting at a desk adorned with various items including a laptop, tinsel, and several boxed products."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "time-order", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 7054.199002, "attack_pct": 0.8342422873370337, "license": "MIT", "selection_order": 7322, "video": "videos/c89862ef071e6061e0574f6cfa9429949523cc5f246d6c854e380764cc2b0fcd.mp4", "video_id": "c89862ef071e6061e0574f6cfa9429949523cc5f246d6c854e380764cc2b0fcd"}
{"item_id": "S-EMBER_845", "benchmark": "S-EMBER", "question": "Which of these orders in the pickup section was placed there first?", "options": ["The order consisting of a single white cup.", "The order with the brown paper bag and red cup.", "The order with the white bag and pink cup.", "The order consisting of a tall iced coffee.", "The order placed by the person in a black jacket."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "temporal_ordering_recognition", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.7007309281012004, "license": "CC-BY-NC-4.0", "selection_order": 7328, "video": "videos/a9af2b06c33acdeb131f5a191c8a832bf3c0b77dc8a53b707bae9e5c309e2e0d.mp4", "video_id": "a9af2b06c33acdeb131f5a191c8a832bf3c0b77dc8a53b707bae9e5c309e2e0d"}
{"item_id": "HLV-1K_2571", "benchmark": "HLV-1K", "question": "In the video events from 685.0 to 746.0 seconds and H to e seconds, what is the direction of the spacecraft's movement in relation to the Earth?", "options": ["The spacecraft is moving towards the Earth.", "The spacecraft is moving away from the Earth.", "The spacecraft is orbiting around the Earth.", "The spacecraft is stationary relative to the Earth."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object-direction", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3046.899229, "attack_pct": 0.5632018846004905, "license": "MIT", "selection_order": 7329, "video": "videos/8ead9735eb186466378fd6a28a0fd4fbddc66023351d4002284ad38352d505db.mp4", "video_id": "8ead9735eb186466378fd6a28a0fd4fbddc66023351d4002284ad38352d505db"}
{"item_id": "S-EMBER_7386", "benchmark": "S-EMBER", "question": "How many times have I taken a bite of the burger so far?", "options": ["Three times.", "One time.", "Two times.", "Seven times.", "Five times."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.083333, "attack_pct": 0.706297599070608, "license": "CC-BY-NC-4.0", "selection_order": 7335, "video": "videos/a3a9802a6a4afa54e163538e56f1358cd1abff5bcfee08f563d41fcbe8f290a5.mp4", "video_id": "a3a9802a6a4afa54e163538e56f1358cd1abff5bcfee08f563d41fcbe8f290a5"}
{"item_id": "ScaleLong_599", "benchmark": "ScaleLong", "question": "What happened to rider number 36?", "options": ["retired due to mechanical issues", "jumped the start", "penalized for speeding in the pit lane", "crashed during the first lap"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Event", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 4780.133333, "attack_pct": 0.8017054989028011, "license": "unknown", "selection_order": 7336, "video": "videos/81c179dd476c50f8479c49a9f77b79a62c91bc6ccb87af86d42930215f06693f.mp4", "video_id": "81c179dd476c50f8479c49a9f77b79a62c91bc6ccb87af86d42930215f06693f"}
{"item_id": "S-EMBER_944", "benchmark": "S-EMBER", "question": "How do I get to the front door from here?", "options": ["Turn left, walk straight past the garage, then turn right up the path to the front door on your right.", "Walk along the concrete path that starts here in the yard; it leads straight ahead directly to the house's front door.", "Walk straight ahead until you see the front door on your left, then turn left and walk straight towards it.", "Walk straight ahead on the driveway, passing the mailbox and bird feeder, then turn right toward the house entrance.", "Walk down the driveway, turn right across the yard past the large tree, and follow the side path to the door."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "spatial_aware_reasoning", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.7117755260100684, "license": "CC-BY-NC-4.0", "selection_order": 7342, "video": "videos/1d2841d512f19ebab76e131abc381e894c77072b9950f8621f976474d26689c9.mp4", "video_id": "1d2841d512f19ebab76e131abc381e894c77072b9950f8621f976474d26689c9"}
{"item_id": "HLV-1K_61", "benchmark": "HLV-1K", "question": "Between 2305.0 and 2369.0 seconds, which character appears to be moving with a sense of urgency or conflict?", "options": ["The green bear-like character wearing a military cap.", "The pink character interacting with a striped barrier.", "The smaller red dog-like character.", "The beaver-like character in a green uniform."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "speed", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2596.571429, "attack_pct": 0.2987366077191171, "license": "MIT", "selection_order": 7343, "video": "videos/3433c78c8bbb4c0cde9ad8031ad92da3935ced7f6ed8f93022ff4a5a7313189e.mp4", "video_id": "3433c78c8bbb4c0cde9ad8031ad92da3935ced7f6ed8f93022ff4a5a7313189e"}
{"item_id": "S-EMBER_1007", "benchmark": "S-EMBER", "question": "How does the item I am holding now compare to the heart-shaped item?", "options": ["The item you are holding now is a purple bear-shaped soap, while the heart-shaped item was green with a smaller pink heart in the center.", "The item you are holding now is a bright green cactus-shaped object, whereas the heart-shaped item was light green with a smaller purple heart.", "The item you are holding now is a purple llama-shaped bath bomb, while the heart-shaped item was green with a smaller purple heart design.", "The item you are holding now is an orange pumpkin-shaped object, while the heart-shaped item was green with a smaller pink heart in the center.", "The item you are holding now is an orange rectangular bar of soap, whereas the heart-shaped item was green with a smaller purple heart in the middle."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "object_comparison", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.7157044662449981, "license": "CC-BY-NC-4.0", "selection_order": 7349, "video": "videos/31abbc5afaef8690f3c78fbc7d16a9ffc81ef5c9b144bd97e5f1ca1ad105cbdf.mp4", "video_id": "31abbc5afaef8690f3c78fbc7d16a9ffc81ef5c9b144bd97e5f1ca1ad105cbdf"}
{"item_id": "HLV-1K_2861", "benchmark": "HLV-1K", "question": "How does the camera movement change from the beginning to the end of the video from 1.0 to 3173.0 seconds?", "options": ["The camera moves from outdoor scenes to indoor scenes.", "The camera moves from urban settings to natural settings.", "The camera moves from close-up shots to wide-angle shots.", "The camera moves from static shots to dynamic shots."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "long_video", "task_class": "camera-direction", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 3176.536236, "attack_pct": 0.2500403381954305, "license": "MIT", "selection_order": 7350, "video": "videos/a2e1d4a0530db1235e6944db3449ebc42bb016f5ad200d14ab78e6a2618e01ed.mp4", "video_id": "a2e1d4a0530db1235e6944db3449ebc42bb016f5ad200d14ab78e6a2618e01ed"}
{"item_id": "S-EMBER_3550", "benchmark": "S-EMBER", "question": "How long did I balance the pink pot on the railing?", "options": ["About 30 seconds.", "Roughly 25 seconds.", "Around 10 seconds.", "Approximately 3 seconds.", "About 20 seconds."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.083333, "attack_pct": 0.717100167806893, "license": "CC-BY-NC-4.0", "selection_order": 7356, "video": "videos/1b8668ba73e938922b1d89a2b107aecbd7b7774cb54055ca26773af01826b4c6.mp4", "video_id": "1b8668ba73e938922b1d89a2b107aecbd7b7774cb54055ca26773af01826b4c6"}
{"item_id": "ScaleLong_884", "benchmark": "ScaleLong", "question": "What did the first person say was his favorite Saturday Night Live sketch when asked?", "options": ["He liked the \"Unfrozen Caveman Lawyer\" sketch the most", "He preferred the \"Coneheads\" sketch", "He said the \"Wild and Crazy Guys\" sketch was his favorite", "He mentioned the \"Church Lady\" sketch as his favorite"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Video Event", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3333.763767, "attack_pct": 0.8119433329030592, "license": "unknown", "selection_order": 7357, "video": "videos/3ac01b4822dd550343e20d43505c1b0f24acd5fdc2c5af37f6f53e70688ec274.mp4", "video_id": "3ac01b4822dd550343e20d43505c1b0f24acd5fdc2c5af37f6f53e70688ec274"}
{"item_id": "S-EMBER_4362", "benchmark": "S-EMBER", "question": "From where I am now, how do I get back to the white door?", "options": ["Turn around and walk back along the cinderblock wall and concrete cylinders until you reach the concrete walkway.", "Turn left and walk forward down the sidewalk beside the house, and the white door will be on your left.", "Turn right and walk back along the stepping stones, keeping the wall on your left, then cross over the gravel.", "Turn around and walk straight along the side of the house, and the white door will be on your right.", "Turn back and walk straight down the narrow concrete walkway beside the house, keeping the wall on your right."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "egocentric", "task_class": "spatial_aware_reasoning", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.916667, "attack_pct": 0.7179149993545889, "license": "CC-BY-NC-4.0", "selection_order": 7363, "video": "videos/5061f0305b04f574f9e3e8086e58923d8c818ca30f56c2090962bffc3fd2cc52.mp4", "video_id": "5061f0305b04f574f9e3e8086e58923d8c818ca30f56c2090962bffc3fd2cc52"}
{"item_id": "ScaleLong_1684", "benchmark": "ScaleLong", "question": "How many \"X\"-shaped railings did he make on the balcony?", "options": ["Ten", "Nine", "Seven", "Five"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Shot", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 8145.712379, "attack_pct": 0.7843439395895185, "license": "unknown", "selection_order": 7364, "video": "videos/59bff7da20cda65e8460f62bd2b69f8f8669e968921c4b402810a1007aa1c47b.mp4", "video_id": "59bff7da20cda65e8460f62bd2b69f8f8669e968921c4b402810a1007aa1c47b"}
{"item_id": "S-EMBER_790", "benchmark": "S-EMBER", "question": "How long did it take me to apply the blush, from when I opened the case to when I closed it?", "options": ["It took about 2 minutes and 50 seconds.", "It took roughly one minute to apply the blush.", "It took 133 seconds to apply the blush.", "It took roughly 40 seconds.", "It took about half a minute."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.083333, "attack_pct": 0.7280076158512973, "license": "CC-BY-NC-4.0", "selection_order": 7370, "video": "videos/a73a3b8afe95aa48369397b02da45e9a82ba2ae04341c009f336dfd155f2bf10.mp4", "video_id": "a73a3b8afe95aa48369397b02da45e9a82ba2ae04341c009f336dfd155f2bf10"}
{"item_id": "HLV-1K_3507", "benchmark": "HLV-1K", "question": "What is the main theme of the video from 40.0 to 3343.0 seconds?", "options": ["The video primarily focuses on various natural landscapes and scenic beauty.", "The video primarily focuses on urban environments and public transportation hubs.", "The video primarily focuses on cultural and traditional activities in different settings.", "The video primarily focuses on recreational activities and tourist attractions."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "long_video", "task_class": "plot-understanding", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 3350.500136, "attack_pct": 0.5301487672647477, "license": "MIT", "selection_order": 7371, "video": "videos/469b1f444a8755fdaca3da33f4b6df3ed9980595f5e3356742cbd5fd70308549.mp4", "video_id": "469b1f444a8755fdaca3da33f4b6df3ed9980595f5e3356742cbd5fd70308549"}
{"item_id": "S-EMBER_6411", "benchmark": "S-EMBER", "question": "How long was the container of cotton swabs sitting on the bathtub before I grabbed one out?", "options": ["It sat there for about 1 minute and 50 seconds.", "It sat there for about 2 minutes and 46 seconds.", "It sat there for the entire duration of the video.", "It sat there for at least 14 seconds before that.", "It sat there for roughly one minute before that."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.7338243836323738, "license": "CC-BY-NC-4.0", "selection_order": 7377, "video": "videos/b1093da3b02c38b88da0a8d01bf19d1b7d8ba59e0d980b8d7b681cc815b20acd.mp4", "video_id": "b1093da3b02c38b88da0a8d01bf19d1b7d8ba59e0d980b8d7b681cc815b20acd"}
{"item_id": "Video-MME_2135", "benchmark": "Video-MME", "question": "In the latter part of the video, why does Tony say, \"We had a great day today\"?", "options": ["Tony has learned how to drive.", "Diana's family has finally reunited.", "Diana found a job, Tony's business potential opening.", "They received £ 26000 in benefits and improved their living standards."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Action Reasoning", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2665.859773, "attack_pct": 0.9512069188072804, "license": "unknown", "selection_order": 7378, "video": "videos/11cb5f4f4f8c6320b91a1571a69decc2df34ff43e15f895a9be10e452e283ec6.mp4", "video_id": "11cb5f4f4f8c6320b91a1571a69decc2df34ff43e15f895a9be10e452e283ec6"}
{"item_id": "S-EMBER_687", "benchmark": "S-EMBER", "question": "How long did I have the hood up for?", "options": ["You had the hood up for the entire duration of the video.", "You had the hood up for roughly 6 minutes and 30 seconds.", "You had the hood up for approximately 15 seconds in total.", "You had the hood up for roughly 3 minutes and 15 seconds.", "You had the hood up for about 8 minutes and 44 seconds."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.166667, "attack_pct": 0.7360107138247063, "license": "CC-BY-NC-4.0", "selection_order": 7384, "video": "videos/8b6b125c933438c6bdc2fe4043a2f73c13876cff94b3ad9f5263442bbd943614.mp4", "video_id": "8b6b125c933438c6bdc2fe4043a2f73c13876cff94b3ad9f5263442bbd943614"}
{"item_id": "Video-MME_2590", "benchmark": "Video-MME", "question": "Which of the following options does the video not give an explanation for?", "options": ["Why is Noah called \"the climber\".", "Why Yosemite means a lot to Simon.", "Why they buy a pineapple at Walmart.", "It is impossible to deduce."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Action Reasoning", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2416.89542, "attack_pct": 0.9117238931199174, "license": "unknown", "selection_order": 7385, "video": "videos/dcaf09993bf24194dc2b0685acb4abcb0d83b497db144b9c8d9354128ef0e0df.mp4", "video_id": "dcaf09993bf24194dc2b0685acb4abcb0d83b497db144b9c8d9354128ef0e0df"}
{"item_id": "S-EMBER_3965", "benchmark": "S-EMBER", "question": "How many tape dispensers did I pick up from my desk?", "options": ["Three.", "Four.", "Zero.", "One.", "Two."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.739036078481993, "license": "CC-BY-NC-4.0", "selection_order": 7391, "video": "videos/401af104ae59d8f660f10c63005a203cd53b30e7c2e158b29276fb3613ed32d2.mp4", "video_id": "401af104ae59d8f660f10c63005a203cd53b30e7c2e158b29276fb3613ed32d2"}
{"item_id": "HLV-1K_3846", "benchmark": "HLV-1K", "question": "How does the scene change from the beginning to the end of the video event from 14.0 to 2753.0 seconds?", "options": ["From a serene train station to a bustling beach scene.", "From a historical architectural structure to a modern urban environment.", "From a tranquil coastal landscape to a lively public transportation vehicle.", "From a serene beach scene to a historical site with architectural significance."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "attribute-change", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 2766.495057, "attack_pct": 0.7007309281012004, "license": "MIT", "selection_order": 7392, "video": "videos/b276b7b8b67117ad4ffbb4e05b7575116c624dedf53f062318b2899e2a0cb650.mp4", "video_id": "b276b7b8b67117ad4ffbb4e05b7575116c624dedf53f062318b2899e2a0cb650"}
{"item_id": "S-EMBER_1708", "benchmark": "S-EMBER", "question": "How does this product compare with the last product I examined?", "options": ["This product is the Coconut Cashew Nut Granola with 4g of sugar, while the previous item was the Cinnamon Peanut Butter Granola with 5g of sugar.", "This product is the Coconut Cashew Nut Granola with less sugar, while the previous item was the Vanilla Chocolate Chip Granola made with organic oats.", "This product is the Oatmeal Raisin Cookie Granola with 6g of sugar, while the previous item was the Coconut Cashew Nut Granola with 4g of sugar.", "This product is the Coconut Cashew Bite Granola with 110 calories, while the previous item was a granola focused on completely different ingredients and flavors.", "This product is significantly more expensive than the last product you examined, though both are from the same brand and feature similar packaging styles."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "object_comparison", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.74867690718988, "license": "CC-BY-NC-4.0", "selection_order": 7398, "video": "videos/1b6f8fdd55723cf80fc2bf7387e481637c37ad903a9663941e3f51d40f09e860.mp4", "video_id": "1b6f8fdd55723cf80fc2bf7387e481637c37ad903a9663941e3f51d40f09e860"}
{"item_id": "HLV-1K_241", "benchmark": "HLV-1K", "question": "What does the camera do when the video transitions from the serene reflective scene of a body of water to the crystalline snowy peaks under a clear blue sky between 11.0 and 2103.0 seconds?", "options": ["The camera zooms in on the snowy peaks.", "The camera pans across the snowy peaks.", "The camera moves closer to the snowy peaks.", "The camera remains stationary."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "camera-direction", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2083.572971, "attack_pct": 0.5648638182522266, "license": "MIT", "selection_order": 7399, "video": "videos/db456b199a2c4bd40fc058fc5350bad96285df2a48934870bb1a4c08daac72f0.mp4", "video_id": "db456b199a2c4bd40fc058fc5350bad96285df2a48934870bb1a4c08daac72f0"}
{"item_id": "S-EMBER_6283", "benchmark": "S-EMBER", "question": "Since I added the first piece to the puzzle, how long did it take me to add the eyes?", "options": ["It took approximately 5 minutes and 11 seconds to add them.", "It took approximately 10 seconds to add them.", "It took approximately 1 minute and 15 seconds to add them.", "It took approximately 2 minutes and 40 seconds to add them.", "It took approximately 3 minutes and 11 seconds to add them."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.7492093713695624, "license": "CC-BY-NC-4.0", "selection_order": 7405, "video": "videos/13ccb7ede748e510cef3c127ea45eea28a09046b08c3c57e5ddbcb53b60807d1.mp4", "video_id": "13ccb7ede748e510cef3c127ea45eea28a09046b08c3c57e5ddbcb53b60807d1"}
{"item_id": "VideoEval-Pro_1113", "benchmark": "VideoEval-Pro", "question": "In this video, how many instances are there of the 'paragliding' action scene in total?", "options": ["5", "3", "0", "4", "2", "1"], "answer": "A", "answer_idx": 0, "n_options": 6, "chance": 0.166667, "capability": "temporal", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 5641.333333, "attack_pct": 0.3271024267458371, "license": "unknown", "selection_order": 7406, "video": "videos/f55d112981ed5296af41779aac928c252f8a212ce668967be04e378c365f6b8e.mp4", "video_id": "f55d112981ed5296af41779aac928c252f8a212ce668967be04e378c365f6b8e"}
{"item_id": "S-EMBER_5949", "benchmark": "S-EMBER", "question": "When I dropped the white chess piece, how many other pieces were on the chessboard?", "options": ["There were 15 pieces on the chessboard when the white piece was dropped.", "There were 6 pieces on the chessboard when the white chess piece was dropped.", "There were 5 other white chess pieces on the board when you dropped the piece.", "When the white chess piece was dropped, there were 0 other pieces on the board.", "There were 19 other chess pieces already on the board when the piece was dropped."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "counting_objects_events", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.7497983090228476, "license": "CC-BY-NC-4.0", "selection_order": 7412, "video": "videos/1fccd18b7b91a44ed47ee62374a8ad6a359a5444ddc383aa91b066ea22cdd267.mp4", "video_id": "1fccd18b7b91a44ed47ee62374a8ad6a359a5444ddc383aa91b066ea22cdd267"}
{"item_id": "HLV-1K_3113", "benchmark": "HLV-1K", "question": "How does the background change from the beginning to the end of the video from 2.0 to 3613.0 seconds?", "options": ["From a blue background with a white text logo to a busy office environment.", "From a dimly lit studio with thematic decorations to an outdoor sports event.", "From a cozy, dimly lit podcast setting to a ceremonial event on a baseball field.", "From a minimalist scene with the words 'TOTAL FORGIVENESS' to a lively stadium backdrop."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "long_video", "task_class": "attribute-change", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 3622.893424, "attack_pct": 0.9715938427778494, "license": "MIT", "selection_order": 7413, "video": "videos/ba2e25d7c4897b3ce276bce4040939b28de42d0ab324372abaa7cce9c389f09e.mp4", "video_id": "ba2e25d7c4897b3ce276bce4040939b28de42d0ab324372abaa7cce9c389f09e"}
{"item_id": "S-EMBER_1550", "benchmark": "S-EMBER", "question": "How many times has a UPS truck passed by me?", "options": ["A UPS truck has passed by you four times.", "A UPS truck has passed by you two times.", "A UPS truck has passed by you one time.", "A UPS truck has passed by you zero times.", "A UPS truck has passed by you three times."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.166667, "attack_pct": 0.7504759907060797, "license": "CC-BY-NC-4.0", "selection_order": 7419, "video": "videos/2d1e784ab2ad8d458961c2de0cc496c90b52b400e7c817d7587abe518b4fd2a3.mp4", "video_id": "2d1e784ab2ad8d458961c2de0cc496c90b52b400e7c817d7587abe518b4fd2a3"}
{"item_id": "ScaleLong_952", "benchmark": "ScaleLong", "question": "How did the interviewee promote his performance?", "options": ["By posting on Twitter instead of running ads", "By posting on Instagram instead of running ads", "By posting on Facebook instead of running ads", "By running ads instead of posting on social media."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Video Event", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2903.634067, "attack_pct": 0.8211001032657803, "license": "unknown", "selection_order": 7420, "video": "videos/b5c00a14d1fc81fcbf6348af7bce719c9d74871f899527d973afabee6738bf45.mp4", "video_id": "b5c00a14d1fc81fcbf6348af7bce719c9d74871f899527d973afabee6738bf45"}
{"item_id": "S-EMBER_3354", "benchmark": "S-EMBER", "question": "How long did I push the shopping cart the last time before I reached the grapes aisle?", "options": ["You pushed the shopping cart for 14 seconds before reaching the grapes aisle.", "You pushed the shopping cart for 63 seconds before reaching the grapes aisle.", "You pushed the shopping cart for 25 seconds before reaching the grapes aisle.", "You pushed the shopping cart for 10 seconds before reaching the grapes aisle.", "You pushed the shopping cart for 8 seconds before reaching the grapes aisle."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 646.083333, "attack_pct": 0.7585355621530915, "license": "CC-BY-NC-4.0", "selection_order": 7426, "video": "videos/759afa27f28984ff0de4b1a6a05fa26bddb6d28b9a19b77178a923e32480d36d.mp4", "video_id": "759afa27f28984ff0de4b1a6a05fa26bddb6d28b9a19b77178a923e32480d36d"}
{"item_id": "VideoOdyssey_1263", "benchmark": "VideoOdyssey", "question": "How does the woman wearing a wig prove to the children that she is their mother?", "options": ["By taking off the pink wig on her head.", "By tearing off the brown wig on her shoulder.", "By removing the disguise mask on her face.", "By stopping the act of imitating an ape."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "V/Causal Reasoning", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 5202.918458, "attack_pct": 0.3599054472699109, "license": "CC-BY-NC-SA-4.0", "selection_order": 7427, "video": "videos/7fefb9b56cba424f67d841884817c88633ec11ae4c6109e96423f8863f7a847d.mp4", "video_id": "7fefb9b56cba424f67d841884817c88633ec11ae4c6109e96423f8863f7a847d"}
{"item_id": "S-EMBER_6968", "benchmark": "S-EMBER", "question": "After I folded the larger piece of fabric, what item did I touch next?", "options": ["A small white rectangular piece of paper.", "A clear storage bin with a white lid.", "A black cylindrical speaker sitting on the table.", "A pair of gold scissors.", "A black device with a glowing purple grid."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "sequential_action", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.7761149477216988, "license": "CC-BY-NC-4.0", "selection_order": 7433, "video": "videos/c5719686163b4d123f4a8b6444df22d03dbd550372bfc0496758d7db0fb1e14f.mp4", "video_id": "c5719686163b4d123f4a8b6444df22d03dbd550372bfc0496758d7db0fb1e14f"}
{"item_id": "HLV-1K_2106", "benchmark": "HLV-1K", "question": "How does the background change from the beginning to the end of the event from 3.0 to 2128.0 seconds?", "options": ["From a bright and colorful background to a dark and ominous background.", "From a dark and ominous background to a bright and colorful background.", "From a static background to a dynamic background.", "From a dynamic background to a static background."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "attribute-change", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 2131.104218, "attack_pct": 0.9727636504453336, "license": "MIT", "selection_order": 7434, "video": "videos/c2bd20f0d02c8c8bc909c633524b8b7ac0a8f13f5cad543bf0b790df07b7286d.mp4", "video_id": "c2bd20f0d02c8c8bc909c633524b8b7ac0a8f13f5cad543bf0b790df07b7286d"}
{"item_id": "S-EMBER_6046", "benchmark": "S-EMBER", "question": "How long was I holding the small green book before I put it on the bottom shelf?", "options": ["Roughly 20 seconds.", "Approximately 32 seconds.", "About 2 seconds.", "About 10 seconds.", "Around 5 seconds."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "time_duration", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.7762601652252484, "license": "CC-BY-NC-4.0", "selection_order": 7440, "video": "videos/37f062864502afbd53ddc3f21d55bd19c09239f8b3c182d16125bef4abe2be66.mp4", "video_id": "37f062864502afbd53ddc3f21d55bd19c09239f8b3c182d16125bef4abe2be66"}
{"item_id": "Video-MME_1819", "benchmark": "Video-MME", "question": "In accordance with the video footage, which of the following statements is not correct?", "options": ["The cargo in the lost port might be transported to Rome by the natural channel of the Tiber River.", "At its peak, the Roman Empire's territory encompassed parts of Asia, most of Europe, and a portion of North Africa.", "Experts guess there may be a port near Rome because there are records about it and the vast food need of Rome.", "The hexagonal lake was probably used for unloading cargo."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Action Reasoning", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2842.006349, "attack_pct": 0.9607186652897896, "license": "unknown", "selection_order": 7441, "video": "videos/d1740570069dac0ae627811f8e279c8166326b225579406ca73b5f36e02090c0.mp4", "video_id": "d1740570069dac0ae627811f8e279c8166326b225579406ca73b5f36e02090c0"}
{"item_id": "S-EMBER_3689", "benchmark": "S-EMBER", "question": "When putting the dominos back, how many could I fit on the bottom layer of the box?", "options": ["You could fit twelve dominoes on the bottom layer of the box.", "It is not explicitly clear how many dominoes fit on the bottom layer.", "You could fit seven dominoes on the bottom layer of the box.", "You could fit ten dominoes on the bottom layer of the box.", "You could fit fourteen dominoes on the bottom layer of the box."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "counting_objects_events", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.7784142248612366, "license": "CC-BY-NC-4.0", "selection_order": 7447, "video": "videos/1161a61548b387008c249d63480f90dcc616d0e79b9274c7e2beccf727636810.mp4", "video_id": "1161a61548b387008c249d63480f90dcc616d0e79b9274c7e2beccf727636810"}
{"item_id": "ALLVB_18128", "benchmark": "ALLVB", "question": "How does Mark's environment influence his actions in the hotel room after his loss?", "options": ["The presence of a TV encourages him to watch more wrestling videos.", "The availability of food leads him to binge eat.", "The lack of a gym makes him practice wrestling moves in the room.", "The presence of a phone makes him call his brother.", "The large windows make him stare outside in contemplation."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Action Recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 8066.133333, "attack_pct": 0.1219827029817994, "license": "CC-BY-NC-SA-4.0", "selection_order": 7448, "video": "videos/834f553733186735e03f469350df61ba2074bb5ecf527efddf32fd5eb277c56d.mp4", "video_id": "834f553733186735e03f469350df61ba2074bb5ecf527efddf32fd5eb277c56d"}
{"item_id": "S-EMBER_3794", "benchmark": "S-EMBER", "question": "How many times have I dipped my paintbrush into the cup of water so far?", "options": ["You have dipped your paintbrush into the cup of water 1 time.", "You have dipped your paintbrush into the cup of water 4 times.", "You have dipped your paintbrush into the cup of water 5 times.", "You have dipped your paintbrush into the cup of water 3 times.", "You have dipped your paintbrush into the cup of water 2 times."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.166667, "attack_pct": 0.7784142248612366, "license": "CC-BY-NC-4.0", "selection_order": 7454, "video": "videos/1670815b1dc0b1e8e58b89b641da0a78f8465f37440618884c32a1e479e69176.mp4", "video_id": "1670815b1dc0b1e8e58b89b641da0a78f8465f37440618884c32a1e479e69176"}
{"item_id": "HLV-1K_4950", "benchmark": "HLV-1K", "question": "What is the color of the case for the Tramontina 41191165 toolkit displayed on the Amazon web page at 11027.0 seconds into the video?", "options": ["Red.", "Blue.", "Turquoise.", "Black."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object understanding", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 12741.253515, "attack_pct": 0.5648638182522266, "license": "MIT", "selection_order": 7455, "video": "videos/b158a39ecd243e5865168b5c5435a8d08623102ca45a6c600d9fdf6f6ee46b49.mp4", "video_id": "b158a39ecd243e5865168b5c5435a8d08623102ca45a6c600d9fdf6f6ee46b49"}
{"item_id": "S-EMBER_2865", "benchmark": "S-EMBER", "question": "Where did I last place the bottom part of the game box?", "options": ["On the wooden table, right in front of you.", "On the left side of the table, beside the eyeglasses.", "On the floor to your right, beside the table leg.", "On the floor, placed directly next to the chair.", "On the table, next to the top part of the box."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "location_trace", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.166667, "attack_pct": 0.7793662062733961, "license": "CC-BY-NC-4.0", "selection_order": 7461, "video": "videos/62dd57ab254de5676cff277bcdbd619c129d54cac4c272e4ed716d553b954947.mp4", "video_id": "62dd57ab254de5676cff277bcdbd619c129d54cac4c272e4ed716d553b954947"}
{"item_id": "HLV-1K_1985", "benchmark": "HLV-1K", "question": "Where is the woman in the blue jacket seated in the unfinished room?", "options": ["On a blue chair.", "On a folding chair.", "On a metal chair.", "On a wooden chair."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "spatial-relationship", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2042.68263, "attack_pct": 0.3056344391377307, "license": "MIT", "selection_order": 7462, "video": "videos/e397e18c05438243694f793fbd92d34c829244eb0d7e268d4935f7d25e41def6.mp4", "video_id": "e397e18c05438243694f793fbd92d34c829244eb0d7e268d4935f7d25e41def6"}
{"item_id": "S-EMBER_6986", "benchmark": "S-EMBER", "question": "How do I get back to the pink top I was looking at?", "options": ["Turn around and walk past the mirror and the rack of shorts to the circular clothing rack.", "Turn left and walk to the end of the aisle, and the pink top will be in front of you.", "Turn around and walk back down the aisle of shoe boxes to the display featuring blue jeans.", "Turn around and walk back down the aisle you are in, then turn right past the large mirror.", "Head back toward the store's front entrance; the pink top is on the first rack inside the doorway."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "spatial_aware_reasoning", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.7842632631986576, "license": "CC-BY-NC-4.0", "selection_order": 7468, "video": "videos/a9df0c5b00d71eabbe1fa1db1c153a71bf5e4275815b96b5ed2085b0bc4b27d2.mp4", "video_id": "a9df0c5b00d71eabbe1fa1db1c153a71bf5e4275815b96b5ed2085b0bc4b27d2"}
{"item_id": "ScaleLong_89", "benchmark": "ScaleLong", "question": "What type of content is being played in the video?", "options": ["News", "Movie", "TV Drama", "Documentary"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Video Story", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 6731.991933, "attack_pct": 0.8327336388279334, "license": "unknown", "selection_order": 7469, "video": "videos/24db1b4cee16a1b8d86a042f27a24d26fe9edb7776072d6951c5ae863774fa3a.mp4", "video_id": "24db1b4cee16a1b8d86a042f27a24d26fe9edb7776072d6951c5ae863774fa3a"}
{"item_id": "S-EMBER_2476", "benchmark": "S-EMBER", "question": "How many levels of Jenga blocks did I stack up vertically before it fell down the first time?", "options": ["22 levels of Jenga blocks", "18 levels of Jenga blocks", "16 levels of Jenga blocks", "54 levels of Jenga blocks", "19 levels of Jenga blocks"], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "counting_objects_events", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.7876920098102491, "license": "CC-BY-NC-4.0", "selection_order": 7475, "video": "videos/97ec0bdf49209b340279ea1e590b1b746e4d214d244ccc47319b78314649a802.mp4", "video_id": "97ec0bdf49209b340279ea1e590b1b746e4d214d244ccc47319b78314649a802"}
{"item_id": "ScaleLong_209", "benchmark": "ScaleLong", "question": "Which of the three men in the video answered the question correctly?", "options": ["The man wearing glasses on the far left of the screen", "The man in the blue shirt on the far right of the screen", "None of the three men answered correctly", "The man with the red tie in the center of the screen"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Shot", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 5926.3204, "attack_pct": 0.7974699883825997, "license": "unknown", "selection_order": 7476, "video": "videos/955599a2e8fb9eb38d967210b60d4771dcfedc6846b9e2dba4375e6712c2612c.mp4", "video_id": "955599a2e8fb9eb38d967210b60d4771dcfedc6846b9e2dba4375e6712c2612c"}
{"item_id": "S-EMBER_3232", "benchmark": "S-EMBER", "question": "Where were my tweezers before I picked them up for the first time?", "options": ["They were on the upper right portion of the paper.", "They were to the right of the orange paper.", "They were on the left side of the table.", "They were on the orange paper with the turtle pattern.", "They were on the table next to the puzzle pieces."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "location_trace", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.7895717697173099, "license": "CC-BY-NC-4.0", "selection_order": 7482, "video": "videos/ad510bebe288915333df256a2f527d03a7a9e52fdfc72bdcf2fcc9becbd3dcd2.mp4", "video_id": "ad510bebe288915333df256a2f527d03a7a9e52fdfc72bdcf2fcc9becbd3dcd2"}
{"item_id": "Video-MME_2603", "benchmark": "Video-MME", "question": "What does the protagonist of the video record?", "options": ["Travel logs with friends.", "Bali attractions review.", "The complete guide to traveling in Bali.", "Bali Diving Guide."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "long_video", "task_class": "Information Synopsis", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3221.490068, "attack_pct": 0.965042919839938, "license": "unknown", "selection_order": 7483, "video": "videos/5fa897e04179598b532297fabe54fc41b58b6d1a2b3d2e086244bb04d694863c.mp4", "video_id": "5fa897e04179598b532297fabe54fc41b58b6d1a2b3d2e086244bb04d694863c"}
{"item_id": "S-EMBER_6272", "benchmark": "S-EMBER", "question": "What page of the manual is step 6 on?", "options": ["Page 7.", "Page 4.", "Page 11.", "Page 14.", "Page 12."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "visual_detail_recall", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.7949609526268233, "license": "CC-BY-NC-4.0", "selection_order": 7489, "video": "videos/eef5f50e0291bcbcee8c592e976e88b5c20c720237d5fa307ea32d4e0d7c076c.mp4", "video_id": "eef5f50e0291bcbcee8c592e976e88b5c20c720237d5fa307ea32d4e0d7c076c"}
{"item_id": "Video-MME_2128", "benchmark": "Video-MME", "question": "How does the speaker think about the David Suchet's version movie?", "options": ["Perfect.", "Need to get progress.", "Is not appropriate for movie.", "Can't be worst."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Action Reasoning", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 1981.59093, "attack_pct": 0.9557489996127532, "license": "unknown", "selection_order": 7490, "video": "videos/cb214fef7a372180526bba5dce08ca21759af1fff7b0d99c3b0f7eadb1145b11.mp4", "video_id": "cb214fef7a372180526bba5dce08ca21759af1fff7b0d99c3b0f7eadb1145b11"}
{"item_id": "S-EMBER_9212", "benchmark": "S-EMBER", "question": "How long was I in front of the Intel Core section?", "options": ["You were in front of the Intel Core section for approximately 10 seconds.", "You were in front of the Intel Core section for 1 minute and 10 seconds.", "You stayed in front of the Intel Core section for roughly 2 minutes.", "You were in front of the Intel Core section for about 1 minute and 45 seconds.", "You were in front of the Intel Core section for approximately 39 seconds."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.083333, "attack_pct": 0.7983654963211566, "license": "CC-BY-NC-4.0", "selection_order": 7496, "video": "videos/0684d54d7ba7d88c57ff35da05dede95177493dd3679a47ee403b301648ea839.mp4", "video_id": "0684d54d7ba7d88c57ff35da05dede95177493dd3679a47ee403b301648ea839"}
{"item_id": "HLV-1K_3778", "benchmark": "HLV-1K", "question": "Which individual is more actively engaged in the conversation during the broadcast session from 763.0 to 2250.0 seconds?", "options": ["The person wearing a fedora.", "The person in a black Nike hoodie.", "The person in a black t-shirt with an American flag design.", "The person behind the computer monitors."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "speed", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2208.682086, "attack_pct": 0.573141215954563, "license": "MIT", "selection_order": 7497, "video": "videos/7ff0a11a92cc5e9c3f3ecc16600e10553742a9741fc3dfdde9de85d49b385052.mp4", "video_id": "7ff0a11a92cc5e9c3f3ecc16600e10553742a9741fc3dfdde9de85d49b385052"}
{"item_id": "S-EMBER_6623", "benchmark": "S-EMBER", "question": "From where I am now, how do I get to the entrance of the gallery?", "options": ["Walk up the stairs directly in front of you and enter through the large glass doors.", "Turn around and walk straight down the hallway to reach the entrance of the gallery.", "Turn left, continue straight, then turn left down the hallway and walk straight to the front door.", "Walk straight ahead down the main corridor and go up the stairs located on the right.", "Go straight ahead and enter through the glass door with the red gallery sign above it."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "egocentric", "task_class": "spatial_aware_reasoning", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 605.416667, "attack_pct": 0.7993255453724022, "license": "CC-BY-NC-4.0", "selection_order": 7503, "video": "videos/7cd83c093865ddd21160fc8d233ac91e004b80a316720b0faf133dd0eede2927.mp4", "video_id": "7cd83c093865ddd21160fc8d233ac91e004b80a316720b0faf133dd0eede2927"}
{"item_id": "VideoOdyssey_683", "benchmark": "VideoOdyssey", "question": "What mood do the people on screen appear to be in between 00:28:55 and 00:29:10 in the video?", "options": ["Shocked", "Sad", "Afraid", "Enraged"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "V/Emotional Reasoning", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 8093.431293, "attack_pct": 0.3660691235316897, "license": "CC-BY-NC-SA-4.0", "selection_order": 7504, "video": "videos/611f231dd3acd9b2c01fe667ec2dbd4cb08ea0cae4b47ee4de0176e6e86abeed.mp4", "video_id": "611f231dd3acd9b2c01fe667ec2dbd4cb08ea0cae4b47ee4de0176e6e86abeed"}
{"item_id": "S-EMBER_2714", "benchmark": "S-EMBER", "question": "After putting the purple glasses into the box, what is the next thing I grabbed?", "options": ["A small red rectangular box.", "A large roll of packing tape.", "A pack of Crayola colored pencils.", "A small container of safety pins.", "A small doll in a cardboard box."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "sequential_action", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.75, "attack_pct": 0.8123063766619336, "license": "CC-BY-NC-4.0", "selection_order": 7510, "video": "videos/152204ce8c31eb191c9b7f60bfcd495d1f5aca3259b1c71f38717394d15c0d1c.mp4", "video_id": "152204ce8c31eb191c9b7f60bfcd495d1f5aca3259b1c71f38717394d15c0d1c"}
{"item_id": "ScaleLong_928", "benchmark": "ScaleLong", "question": "How many people appeared in the transition animation after the host invited subscriptions at the beginning?", "options": ["7", "5", "9", "11"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "Video Shot", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 5953.16, "attack_pct": 0.8408738866658061, "license": "unknown", "selection_order": 7511, "video": "videos/f172d0a5ce630b14857addc8b5baf6ce3c9253057b68dfa418f1fce5c308ef5f.mp4", "video_id": "f172d0a5ce630b14857addc8b5baf6ce3c9253057b68dfa418f1fce5c308ef5f"}
{"item_id": "S-EMBER_3558", "benchmark": "S-EMBER", "question": "What time did my phone show just before I started recording for the third time?", "options": ["The phone showed 7:28.", "The time was not visible.", "The phone showed 10:17.", "The phone showed 10:13.", "The phone showed 10:19."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "visual_detail_recall", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.25, "attack_pct": 0.8154930941009423, "license": "CC-BY-NC-4.0", "selection_order": 7517, "video": "videos/5ce77692ddce69b9e2286954e982125dbabdf908245f827bf83f6a332175f5df.mp4", "video_id": "5ce77692ddce69b9e2286954e982125dbabdf908245f827bf83f6a332175f5df"}
{"item_id": "S-EMBER_170", "benchmark": "S-EMBER", "question": "Where was the Monster LED Lights box before I grabbed it for the first time?", "options": ["On the small wooden table in the bottom-left corner.", "On the cardboard box next to the TV.", "On the floor near a cardboard box and cables.", "On the floor next to the TV stand.", "On the store's display shelf in the electronics aisle."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "location_trace", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.8155334322963728, "license": "CC-BY-NC-4.0", "selection_order": 7524, "video": "videos/b883622a94bccd4d01004a7245d2293e3b36b3781fddf11aff913289bbd42320.mp4", "video_id": "b883622a94bccd4d01004a7245d2293e3b36b3781fddf11aff913289bbd42320"}
{"item_id": "Video-MME_1850", "benchmark": "Video-MME", "question": "Which of the following things can not be found in Ellora Caves?", "options": ["A shiva statue.", "An elephant statue.", "A monument about Ramayana.", "Piles of stone."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Object Recognition", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2174.061134, "attack_pct": 0.9654543694333292, "license": "unknown", "selection_order": 7525, "video": "videos/a931aff093d151852a575bba351e29ced6c8e4a4a1fa950cf8c45c0b6acaac1f.mp4", "video_id": "a931aff093d151852a575bba351e29ced6c8e4a4a1fa950cf8c45c0b6acaac1f"}
{"item_id": "S-EMBER_6332", "benchmark": "S-EMBER", "question": "How many times have I walked up the wooden stairs so far?", "options": ["You have walked up the wooden stairs four times so far.", "You have walked up the wooden stairs once so far.", "You have walked up the wooden stairs three times so far.", "It is unclear how many times you have walked up the stairs.", "You have walked up the wooden stairs twice so far."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.25, "attack_pct": 0.8169533367755261, "license": "CC-BY-NC-4.0", "selection_order": 7531, "video": "videos/eb96a2776fd2a634fa5d06cf73f3d9c05690276795c4bc4ed969464309377c53.mp4", "video_id": "eb96a2776fd2a634fa5d06cf73f3d9c05690276795c4bc4ed969464309377c53"}
{"item_id": "HLV-1K_7412", "benchmark": "HLV-1K", "question": "What happens after the scene with the character intensely peering into a window or monitor in the submarine or ship's interior?", "options": ["The scene transitions to a jungle setting with dense foliage and vibrant aircraft suspended by vines.", "The scene transitions to a detailed frame showing a dimly lit, ornately decorated room with burning candles.", "The scene transitions to a vibrant tropical beach with a large anthropomorphic shark holding a piece of paper or scroll.", "The scene transitions to an animated industrial setting where a large red object is being cut or examined by a red-clawed hand."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal-relationship", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2515.882086, "attack_pct": 0.3130889376532851, "license": "MIT", "selection_order": 7532, "video": "videos/04b0a3cfb1116aa228bf19da1f2627c2ff41bb6b5f94f033f0d78310cdfd88e2.mp4", "video_id": "04b0a3cfb1116aa228bf19da1f2627c2ff41bb6b5f94f033f0d78310cdfd88e2"}
{"item_id": "S-EMBER_4326", "benchmark": "S-EMBER", "question": "How do I get back to the Kitchen category from this screen?", "options": ["Swipe left across the screen to go back to the previous page where the Kitchen category is displayed.", "Tap the back arrow in the top left corner of the screen to return directly to the Kitchen category.", "Tap on the 'Kitchen' tab directly from the persistent navigation bar at the bottom of the screen.", "Tap directly on the 'Kitchen' category link permanently visible at the top center of the screen.", "Scroll up to the top of the page, tap the menu icon in the top left, and select 'Kitchen' from the list."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "spatial_aware_reasoning", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.8325480831289531, "license": "CC-BY-NC-4.0", "selection_order": 7538, "video": "videos/17f97f392ae778de41eac6904150a9873bc62957a7d584b736d00a803fee6de5.mp4", "video_id": "17f97f392ae778de41eac6904150a9873bc62957a7d584b736d00a803fee6de5"}
{"item_id": "HLV-1K_263", "benchmark": "HLV-1K", "question": "Where does the interaction between the woman and the child take place in the video from 4.0 to 2193.0 seconds?", "options": ["In a dimly lit room.", "Inside a vehicle with open doors.", "In a well-lit residential building.", "In a mountainous landscape."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "descriptive-scene", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2219.665125, "attack_pct": 0.5746095262682329, "license": "MIT", "selection_order": 7539, "video": "videos/1de0732ef9bd833d4d905f62d1a62168070d90f4924c0aadd9be7a5e8d854faa.mp4", "video_id": "1de0732ef9bd833d4d905f62d1a62168070d90f4924c0aadd9be7a5e8d854faa"}
{"item_id": "S-EMBER_4564", "benchmark": "S-EMBER", "question": "How does the book in my hand compare to the Thurston Moore book I was looking at?", "options": ["The book in your hand is a smaller paperback with a simple, mostly-text cover, while the Thurston Moore book was a bulky, coffee-table-style hardcover with photos.", "The book in your hand is a black paperback with a portrait of John Stamos, while the Thurston Moore book was a white hardcover with a drawing.", "The book in your hand is a memoir by John Stamos with his face on it, while the Thurston Moore book features a person on a motorcycle.", "The book in your hand is a memoir by Thurston Moore titled 'Sonic Life', while the other book you were looking at is an unrelated music biography.", "The item in your hand is a colorful Ouija board game box, whereas the Thurston Moore book is a smaller text with a minimalist black-and-white cover."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "object_comparison", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.166667, "attack_pct": 0.8334113205111656, "license": "CC-BY-NC-4.0", "selection_order": 7545, "video": "videos/8cb0ee9a467b70f52b734ff7ffc1c664a1b123a34f2e7dd5063eed0dfeb74bfa.mp4", "video_id": "8cb0ee9a467b70f52b734ff7ffc1c664a1b123a34f2e7dd5063eed0dfeb74bfa"}
{"item_id": "S-EMBER_7412", "benchmark": "S-EMBER", "question": "How long did it take me to color in the grass on the drawing?", "options": ["It took 2 minutes and 50 seconds to color in the grass.", "It took 22 seconds to color in the grass.", "It took 1 minute and 5 seconds to color in the grass.", "It took 1 minute and 30 seconds to color in the grass.", "It took 2 minutes and 20 seconds to color in the grass."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.8334113205111656, "license": "CC-BY-NC-4.0", "selection_order": 7552, "video": "videos/a7b744faae0c8cbeaa79e2444d25d312d3a245a011c7921689acc2e60d07ff87.mp4", "video_id": "a7b744faae0c8cbeaa79e2444d25d312d3a245a011c7921689acc2e60d07ff87"}
{"item_id": "ScaleLong_1580", "benchmark": "ScaleLong", "question": "The second scene of this video is what?", "options": ["Publisher information", "volunteers", "three sponsors", "special thanks"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Clip", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 4082.583333, "attack_pct": 0.8501355363366464, "license": "unknown", "selection_order": 7553, "video": "videos/2b8af5cf250970a26a62e7875acf6e15446106151164ade3f80b38bb61651a9f.mp4", "video_id": "2b8af5cf250970a26a62e7875acf6e15446106151164ade3f80b38bb61651a9f"}
{"item_id": "S-EMBER_6052", "benchmark": "S-EMBER", "question": "So far, how many pieces of paper have I taken out of the black pouch and set to my left?", "options": ["You took out four pieces of paper from the pouch and set them to your left.", "You took out three pieces of paper from the black pouch and set them down.", "You have taken out two pieces of paper (instruction manuals) from the black pouch.", "You pulled out five pieces of paper from the black pouch and placed them left.", "You have taken out one piece of paper from the black pouch to your left."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.8370014199044792, "license": "CC-BY-NC-4.0", "selection_order": 7559, "video": "videos/d23689588eb1b0cb161e5a7fe8c8713776d37503c3463e1c4c071ef4409b6f09.mp4", "video_id": "d23689588eb1b0cb161e5a7fe8c8713776d37503c3463e1c4c071ef4409b6f09"}
{"item_id": "Video-MME_2583", "benchmark": "Video-MME", "question": "What is the relationship between the two travelers in the video?", "options": ["They are couples.", "They are colleagues.", "They are traveling friends.", "It is impossible to extrapolate."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Object Reasoning", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 1809.484626, "attack_pct": 0.9611220472440944, "license": "unknown", "selection_order": 7560, "video": "videos/ffc03284398bf2523ebc7f583c576bb63a6d37accffd4a82f068871ab7e8f5a8.mp4", "video_id": "ffc03284398bf2523ebc7f583c576bb63a6d37accffd4a82f068871ab7e8f5a8"}
{"item_id": "S-EMBER_1299", "benchmark": "S-EMBER", "question": "How many pencils were originally in the pencil case?", "options": ["The pencil case originally contained 3 pencils.", "Initially, there were 8 pencils in the pencil case.", "There were 10 pencils originally in the pencil case.", "Originally, there were 12 pencils in the pencil case.", "There were exactly 6 pencils originally in the case."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "counting_objects_events", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.8380340777074997, "license": "CC-BY-NC-4.0", "selection_order": 7566, "video": "videos/672bf281d689d7dc6754cb077c4bb96d32af9fc5eacd9dcf05dc6d3fee9a44d3.mp4", "video_id": "672bf281d689d7dc6754cb077c4bb96d32af9fc5eacd9dcf05dc6d3fee9a44d3"}
{"item_id": "Video-MME_1953", "benchmark": "Video-MME", "question": "According to the video, why did the scientist mention the way a star explodes?", "options": ["Because there are lots of features between star explosion and lightning, for example, they both release light.", "Because it is very similar to the principle of lightning generation in many ways.", "Because he wants to illustrate the complexity of the lightning's generation.", "Because the stars in the galaxy is similar to the shape of lightning."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Action Reasoning", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3020.5678, "attack_pct": 0.9730944236478636, "license": "unknown", "selection_order": 7567, "video": "videos/c3d92f8e9d44b30e24d567ca8b6f26418804b86d3edf7799ca8bb780c6bfa643.mp4", "video_id": "c3d92f8e9d44b30e24d567ca8b6f26418804b86d3edf7799ca8bb780c6bfa643"}
{"item_id": "S-EMBER_7561", "benchmark": "S-EMBER", "question": "When the TV screen switched out of the Christmas theme, which brand appeared first?", "options": ["Brach's", "Xfinity", "Roku", "Cox", "Illumination"], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "visual_detail_recall", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.8389537885633148, "license": "CC-BY-NC-4.0", "selection_order": 7573, "video": "videos/f2af1267346720719beeb2c50af65b5d6ad8ecf4adba16311b22713ade4da774.mp4", "video_id": "f2af1267346720719beeb2c50af65b5d6ad8ecf4adba16311b22713ade4da774"}
{"item_id": "S-EMBER_8219", "benchmark": "S-EMBER", "question": "What was the locked app I minimized before navigating to the plant growing app?", "options": ["WhatsApp", "TikTok", "Instagram", "Google Calendar", "Messages"], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "visual_detail_recall", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.8422131147540983, "license": "CC-BY-NC-4.0", "selection_order": 7580, "video": "videos/44a257c356b83d60e21d71ec0eb21ad92c8ec1c461f095f7968a72ca72cd040d.mp4", "video_id": "44a257c356b83d60e21d71ec0eb21ad92c8ec1c461f095f7968a72ca72cd040d"}
{"item_id": "HLV-1K_1207", "benchmark": "HLV-1K", "question": "How does the camera capture the man in the indoor setting from 77.0 to 2016.0 seconds?", "options": ["The camera moves closer to the man.", "The camera captures different angles of the man.", "The camera remains static, focusing on the man centrally.", "The camera zooms out to show the entire room."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "camera-direction", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2095.925986, "attack_pct": 0.5921082354459791, "license": "MIT", "selection_order": 7581, "video": "videos/9e41f79d3adfbe73798deba0f1d275b5d5bcf7f523926b172b343319b34f787e.mp4", "video_id": "9e41f79d3adfbe73798deba0f1d275b5d5bcf7f523926b172b343319b34f787e"}
{"item_id": "S-EMBER_1740", "benchmark": "S-EMBER", "question": "How much was the Weber grill set I just put back?", "options": ["$18.99.", "$44.99.", "$46.99.", "$29.99.", "$16.99."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "visual_detail_recall", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.8426003614302311, "license": "CC-BY-NC-4.0", "selection_order": 7587, "video": "videos/30ab25befced0c3ba9c94c9de9afaaf33578d0984514de8b49216278f49029cc.mp4", "video_id": "30ab25befced0c3ba9c94c9de9afaaf33578d0984514de8b49216278f49029cc"}
{"item_id": "ALLVB_7674", "benchmark": "ALLVB", "question": "What are the landmark scenes that mark the beginning and end of Mike's first day at Fitch Senior High School?", "options": ["Beginning: Mike entering the school; End: Mike leaving the cafeteria", "Beginning: Mike meeting Julie; End: Mike walking out of the classroom", "Beginning: Mike entering the calculus class; End: Mike sitting in the cafeteria", "Beginning: Mike getting his schedule; End: Mike walking out of the school", "Beginning: Mike meeting Lisa; End: Mike walking out of the cafeteria"], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "Event Detection", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 6115.562667, "attack_pct": 0.1260326578030205, "license": "CC-BY-NC-SA-4.0", "selection_order": 7588, "video": "videos/73eb15955e1599fdfe8e00f119a3a06df2074ac7a3ff18a60f014d56cf118c5d.mp4", "video_id": "73eb15955e1599fdfe8e00f119a3a06df2074ac7a3ff18a60f014d56cf118c5d"}
{"item_id": "S-EMBER_2573", "benchmark": "S-EMBER", "question": "How long was the 50-cent sale on embroidery thread for?", "options": ["The 50-cent sale on embroidery thread lasts 2 days.", "The 50-cent sale on embroidery thread lasts 4 days.", "The 50-cent sale on embroidery thread is for 100 yards.", "The 50-cent sale on embroidery thread runs for 1 week.", "The video does not provide information about the duration."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "visual_detail_recall", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.8436491545114237, "license": "CC-BY-NC-4.0", "selection_order": 7594, "video": "videos/fcdff258c2c2995ea68341d20ffe40f1628c08dc1413d53d19ae9b9fdddbbe09.mp4", "video_id": "fcdff258c2c2995ea68341d20ffe40f1628c08dc1413d53d19ae9b9fdddbbe09"}
{"item_id": "ScaleLong_1432", "benchmark": "ScaleLong", "question": "What were the challenges and opportunities of the Industrial Revolution according to the author?", "options": ["Opportunities: Rapid economic growth and market expansion; Challenges: Social inequality and widening wealth gap", "Opportunities: Stable wages and opportunities for upward mobility; Challenges: Long working hours, poor working conditions, and low wages", "Opportunities: New job opportunities and career development; Challenges: High labor intensity and harsh working conditions", "Opportunities: Technological innovation and increased productivity; Challenges: Resource shortages and environmental pollution"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Video Event", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 6664.2576, "attack_pct": 0.8692074351361817, "license": "unknown", "selection_order": 7595, "video": "videos/55d962b99bd022ade8285ae2ad29b9c5949db267f381e8b161b0a6f733eaf44c.mp4", "video_id": "55d962b99bd022ade8285ae2ad29b9c5949db267f381e8b161b0a6f733eaf44c"}
{"item_id": "S-EMBER_6323", "benchmark": "S-EMBER", "question": "From the time I selected the thread, how long did it take me to thread the needle?", "options": ["It took about 2 minutes and 10 seconds.", "It took about 1 minute and 10 seconds.", "It took about 2 minutes and 22 seconds.", "It took about 40 seconds to thread it.", "It took about 3 minutes and 12 seconds."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.8464566929133859, "license": "CC-BY-NC-4.0", "selection_order": 7601, "video": "videos/fce65abbe109f9c7cdad4dc6e9d581a39b437831359922051cd5edbcba72eecd.mp4", "video_id": "fce65abbe109f9c7cdad4dc6e9d581a39b437831359922051cd5edbcba72eecd"}
{"item_id": "HLV-1K_8056", "benchmark": "HLV-1K", "question": "Which object appears to move the fastest in the video from 11.0 to 2479.0 seconds?", "options": ["The heraldic emblem with a person on a white horse.", "The topographic map with geographic features.", "The animated toy in the garden setting.", "The anthropomorphic fox character adorned with a floral wreath."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "speed", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2502.251973, "attack_pct": 0.318937975990706, "license": "MIT", "selection_order": 7602, "video": "videos/3c9332c52a6c639f5c87f1c248c9adccad93398d9f20135022ca318299e2ed3b.mp4", "video_id": "3c9332c52a6c639f5c87f1c248c9adccad93398d9f20135022ca318299e2ed3b"}
{"item_id": "S-EMBER_3342", "benchmark": "S-EMBER", "question": "How many unwrapped LEGO pieces have I picked up so far?", "options": ["You haven't picked up any unwrapped LEGO pieces yet.", "You have picked up five unwrapped LEGO pieces so far.", "You've picked up two unwrapped LEGO pieces up to this point.", "You have picked up only one unwrapped LEGO piece so far.", "You've picked up exactly four unwrapped LEGO pieces so far."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.8481831676778108, "license": "CC-BY-NC-4.0", "selection_order": 7608, "video": "videos/dc068058a42eac16e69ed8f1cb4ac3fd29153dcc67ea18038e250df9c81d58b1.mp4", "video_id": "dc068058a42eac16e69ed8f1cb4ac3fd29153dcc67ea18038e250df9c81d58b1"}
{"item_id": "Video-MME_2144", "benchmark": "Video-MME", "question": "Which of the following is NOT a reason for water scarcity mentioned in the video?", "options": ["Climate change.", "High consumption by industrial production.", "Population growth leading to increased consumption of drinking water.", "High consumption by agricultural production."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Information Synopsis", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2546.857506, "attack_pct": 0.980452110494385, "license": "unknown", "selection_order": 7609, "video": "videos/ab30046356f0f2b4f29685a06b6f97c73b883965d1393ff828c396de6d0d8ccd.mp4", "video_id": "ab30046356f0f2b4f29685a06b6f97c73b883965d1393ff828c396de6d0d8ccd"}
{"item_id": "S-EMBER_6150", "benchmark": "S-EMBER", "question": "How many men walked out of the elevator before I got on?", "options": ["Three men walked out of the elevator before you got on.", "One man walked out of the elevator before you got on.", "Two men walked out of the elevator before you got on.", "Zero men walked out of the elevator before you got on.", "Four men walked out of the elevator before you got on."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.8481831676778108, "license": "CC-BY-NC-4.0", "selection_order": 7615, "video": "videos/abe8ac91f8c6ad3994feb2a9cac0d7ebf5810649d51dcf9bb0e9d6647df921d3.mp4", "video_id": "abe8ac91f8c6ad3994feb2a9cac0d7ebf5810649d51dcf9bb0e9d6647df921d3"}
{"item_id": "Video-MME_2402", "benchmark": "Video-MME", "question": "What is the main purpose of Tim K bending down from the grass, standing up, walking back to the bathtub, and bending down again?", "options": ["To wash the item he picked up in the bathtub.", "To put the item he picked up into the bathtub.", "To check on something inside the bathtub, possibly related to the competition.", "To put the bathtub plug back in, which he might have removed earlier."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Action Reasoning", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2689.729887, "attack_pct": 0.970649929004776, "license": "unknown", "selection_order": 7616, "video": "videos/1631f9c2433b2955d4c67b048ef2d9ab0e3eef0639cfcf02033fdaa9967cd227.mp4", "video_id": "1631f9c2433b2955d4c67b048ef2d9ab0e3eef0639cfcf02033fdaa9967cd227"}
{"item_id": "S-EMBER_1376", "benchmark": "S-EMBER", "question": "How long did I spend at the most recent dress rack I browsed?", "options": ["About 43 seconds.", "About 55 seconds.", "Approximately 3 seconds.", "Approximately 5 seconds.", "Around 10 seconds."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "time_duration", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.8489011875564735, "license": "CC-BY-NC-4.0", "selection_order": 7622, "video": "videos/d7f7015dbda8ea47ecefd43c2ff9205d270ac0a5c2e9592719f2e5d2f5b949ab.mp4", "video_id": "d7f7015dbda8ea47ecefd43c2ff9205d270ac0a5c2e9592719f2e5d2f5b949ab"}
{"item_id": "HLV-1K_6163", "benchmark": "HLV-1K", "question": "What is one of the individuals wearing at 712.0 seconds into the video?", "options": ["A red and blue sports jersey.", "A yellow and green sports jersey.", "A white and black sports jersey.", "A blue and yellow sports jersey."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object understanding", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 8229.802086, "attack_pct": 0.6185297534529496, "license": "MIT", "selection_order": 7623, "video": "videos/c73d6553f2e5a6059b7208c62ec61c0a2830c99181448bc6b742d95f03979c80.mp4", "video_id": "c73d6553f2e5a6059b7208c62ec61c0a2830c99181448bc6b742d95f03979c80"}
{"item_id": "S-EMBER_2412", "benchmark": "S-EMBER", "question": "How much time has passed since I inserted the axle screw into the second wheel?", "options": ["It has been 3 minutes and 32 seconds since you inserted the axle screw into the second wheel.", "About five minutes (roughly 300 seconds) have passed since you inserted the axle screw.", "It has been 4 minutes and 51 seconds since you inserted the axle screw into the second wheel.", "About three minutes (roughly 180 seconds) have passed since you put the axle screw into the second wheel.", "About 20 seconds have passed since you inserted the axle screw into the second wheel."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.8576384406867175, "license": "CC-BY-NC-4.0", "selection_order": 7629, "video": "videos/dd25df8ecef4ddc4b041621199a80e383df77cd7250d6470edc84548e7a5fcbe.mp4", "video_id": "dd25df8ecef4ddc4b041621199a80e383df77cd7250d6470edc84548e7a5fcbe"}
{"item_id": "VideoOdyssey_2406", "benchmark": "VideoOdyssey", "question": "Why did Cula come to the classroom during the day for the first time?", "options": ["Erase the drawings on the desk", "Return the phone to its original place", "Find the person who drew on the desk", "Give Hanah a make-up lesson"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "AV/Intentional Reasoning", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 4916.755737, "attack_pct": 0.3986865883567833, "license": "CC-BY-NC-SA-4.0", "selection_order": 7630, "video": "videos/2f8ae5498543131b6e6f8c9eace80de8d5ee88a4544158fe9cdc18f48428f6cc.mp4", "video_id": "2f8ae5498543131b6e6f8c9eace80de8d5ee88a4544158fe9cdc18f48428f6cc"}
{"item_id": "S-EMBER_6472", "benchmark": "S-EMBER", "question": "According to the tag, what brand name was the light pink stockpot?", "options": ["Chef's Mate", "T-fal", "Chef's Atelier", "Cuisinart", "Tramontina"], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "visual_detail_recall", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.083333, "attack_pct": 0.8602281528333549, "license": "CC-BY-NC-4.0", "selection_order": 7636, "video": "videos/73680f691440419fe12191b3a01c2226874a733c591ef30dd3e57693e00cf596.mp4", "video_id": "73680f691440419fe12191b3a01c2226874a733c591ef30dd3e57693e00cf596"}
{"item_id": "ScaleLong_869", "benchmark": "ScaleLong", "question": "What was Seth most worried about when discussing the idea of swapping bodies with someone else?", "options": ["He was concerned about not being able to return to his own body", "He was afraid of losing his identity in the process", "He was worried that the other person would mess up his life", "He was worried about how it would affect his career"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Video Shot", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3632.670708, "attack_pct": 0.872854008003098, "license": "unknown", "selection_order": 7637, "video": "videos/876c0f8ac95f3696e949b6ee38ed117e5eebd7b733b3f39435ca47d275b71321.mp4", "video_id": "876c0f8ac95f3696e949b6ee38ed117e5eebd7b733b3f39435ca47d275b71321"}
{"item_id": "S-EMBER_733", "benchmark": "S-EMBER", "question": "How many cards have I placed on the middle pile so far?", "options": ["You have placed 6 cards.", "You have placed 9 cards.", "You have placed 7 cards.", "You have placed 5 cards.", "You have placed 10 cards."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.166667, "attack_pct": 0.8625435652510649, "license": "CC-BY-NC-4.0", "selection_order": 7643, "video": "videos/bff3463b0fb1e5a6018cecb17a9681f18283663d1108ff596d9a674d3da71ac1.mp4", "video_id": "bff3463b0fb1e5a6018cecb17a9681f18283663d1108ff596d9a674d3da71ac1"}
{"item_id": "ALLVB_17054", "benchmark": "ALLVB", "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, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Event Detection", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 7382.458417, "attack_pct": 0.1299938685942945, "license": "CC-BY-NC-SA-4.0", "selection_order": 7644, "video": "videos/dc82c688e797808e245ca91580a81321476ba8c83f816c166170631f03e90fbb.mp4", "video_id": "dc82c688e797808e245ca91580a81321476ba8c83f816c166170631f03e90fbb"}
{"item_id": "S-EMBER_1322", "benchmark": "S-EMBER", "question": "After I clicked the shop icon for the first time, what button did I click next?", "options": ["The 'Home' button.", "The 'Allow' button.", "The 'SIGN IN' button.", "The 'ADD TO BAG' button.", "The 'WALLET' icon."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "visual_detail_recall", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.166667, "attack_pct": 0.8658351619981929, "license": "CC-BY-NC-4.0", "selection_order": 7650, "video": "videos/673c1d6fe2eb5336d363539be0bcc9722bec6372964860f193004cc6728f69da.mp4", "video_id": "673c1d6fe2eb5336d363539be0bcc9722bec6372964860f193004cc6728f69da"}
{"item_id": "HLV-1K_7837", "benchmark": "HLV-1K", "question": "What is the label on the boat in the foreground at 2403.0 seconds into the video?", "options": ["Sailing.", "Parasailing.", "Fishing.", "Boating."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object understanding", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2545.626848, "attack_pct": 0.6185297534529496, "license": "MIT", "selection_order": 7651, "video": "videos/ace9aa06c61e1ed4fd867834f289829b4a9633ffb2f37be310d27b0350c25ae7.mp4", "video_id": "ace9aa06c61e1ed4fd867834f289829b4a9633ffb2f37be310d27b0350c25ae7"}
{"item_id": "S-EMBER_5959", "benchmark": "S-EMBER", "question": "After picking up the green door sweep, what did I pick up next?", "options": ["You picked up a box of barn door hardware.", "You picked up a tube of Alex Fast Dry paint primer.", "You picked up a red under-door seal.", "You picked up a small pack of screws.", "You picked up a white door sweep."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "sequential_action", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.8663030850651865, "license": "CC-BY-NC-4.0", "selection_order": 7657, "video": "videos/0af85dc253e4845b68971647a737115cef68e2422562f69f1e0bcd343072f147.mp4", "video_id": "0af85dc253e4845b68971647a737115cef68e2422562f69f1e0bcd343072f147"}
{"item_id": "HLV-1K_2962", "benchmark": "HLV-1K", "question": "Where is the woman in the checkered dress positioned in the studio setting?", "options": ["On an elevated platform.", "Behind a desk with thumbs-up and thumbs-down symbols.", "Near a microphone stand.", "In front of a large screen displaying 'QPYS'."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "spatial-relationship", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2233.411338, "attack_pct": 0.3432699754743771, "license": "MIT", "selection_order": 7658, "video": "videos/ff578116792feb470d66165db84e0c17882813008e1544d26ac3fb72108c674d.mp4", "video_id": "ff578116792feb470d66165db84e0c17882813008e1544d26ac3fb72108c674d"}
{"item_id": "S-EMBER_5046", "benchmark": "S-EMBER", "question": "How much time elapsed between the block that fell off onto the table until I picked up a piece from the ground and placed it on the cube?", "options": ["About 15 seconds.", "About 60 seconds.", "About 7 seconds.", "About 50 seconds.", "About 10 seconds."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.8706112043371628, "license": "CC-BY-NC-4.0", "selection_order": 7664, "video": "videos/be42eaf2b115cb79716cbdeb03b2fe6249dcfeecb5bf65e828b8d626a9f5f80e.mp4", "video_id": "be42eaf2b115cb79716cbdeb03b2fe6249dcfeecb5bf65e828b8d626a9f5f80e"}
{"item_id": "ScaleLong_1489", "benchmark": "ScaleLong", "question": "What is the name of the vlogger?", "options": ["Dan Snow", "Lucy Worsley", "Simon Reeve", "Michael Wood"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Video Clip", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 4682.84, "attack_pct": 0.8792193752420292, "license": "unknown", "selection_order": 7665, "video": "videos/bd945495933f1b77dd0fd524b9386eb032db7ba3a7fe6653191398b5a70dfed6.mp4", "video_id": "bd945495933f1b77dd0fd524b9386eb032db7ba3a7fe6653191398b5a70dfed6"}
{"item_id": "S-EMBER_5719", "benchmark": "S-EMBER", "question": "How many fries have I eaten so far?", "options": ["You've eaten one fry so far.", "You have eaten two fries so far.", "You have consumed three fries so far.", "You haven't eaten any fries yet.", "You've eaten roughly five fries so far."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "counting_objects_events", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.8706112043371628, "license": "CC-BY-NC-4.0", "selection_order": 7671, "video": "videos/bad6731bd65f5e5496294b6f803374599e21605f3f6f79c29adf06a7d91a661c.mp4", "video_id": "bad6731bd65f5e5496294b6f803374599e21605f3f6f79c29adf06a7d91a661c"}
{"item_id": "S-EMBER_7858", "benchmark": "S-EMBER", "question": "In what sequence did the restaurant crew clean the table and the chair to my left, up until she put the spray bottle on the table?", "options": ["She first sprayed and wiped the tabletop, then cleaned the chair seat, and finally placed the spray bottle down on the table.", "She sprayed and wiped the tabletop, wiped the chair seat, cleaned the table base, and wiped the chair seat again before setting the bottle down.", "She first sprayed and wiped the table thoroughly, then sprayed and wiped the chair seat, and placed the spray bottle back on the table.", "She first knelt and wiped the chair seat beside you, then cleaned the tabletop, and finally set the spray bottle down on the table.", "She began by spraying and wiping the tabletop, then crouched to wipe the seat and legs of the chair, and set the bottle down."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "temporal_ordering_recognition", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.8706112043371628, "license": "CC-BY-NC-4.0", "selection_order": 7678, "video": "videos/1eb344449c6bceee354577729e4a0ffb4dcea71fb907104d89fb98c837d1986b.mp4", "video_id": "1eb344449c6bceee354577729e4a0ffb4dcea71fb907104d89fb98c837d1986b"}
{"item_id": "HLV-1K_781", "benchmark": "HLV-1K", "question": "What happened after the scene showing a person adjusting a tie in a professional setting?", "options": ["The scene transitions to a view of a prominent skyscraper in a bustling city.", "The scene transitions to a close-up of a human eye.", "The scene transitions to a person holding and counting stacks of cash.", "The scene transitions to a person using a mobile phone with the prominent 'f' logo."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal-relationship", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 5167.438367, "attack_pct": 0.6324383632373822, "license": "MIT", "selection_order": 7679, "video": "videos/18dedf8fdc567e8e222b1b878202b4316047faafb931922b6accb75f2f87cde9.mp4", "video_id": "18dedf8fdc567e8e222b1b878202b4316047faafb931922b6accb75f2f87cde9"}
{"item_id": "S-EMBER_5384", "benchmark": "S-EMBER", "question": "What objects did I see to the right of my laptop?", "options": ["A wireless mouse and a coffee mug.", "A smartphone and two sunglasses cases.", "A smartphone and a leather wallet.", "A smartphone and one sunglasses case.", "A black stool and a patterned cloth."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "visual_detail_recall", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.083333, "attack_pct": 0.8732493223183168, "license": "CC-BY-NC-4.0", "selection_order": 7685, "video": "videos/5e9ef1eb34e6c65f5d46c335d15343626f4cd722f74b99015420a8baab5b662f.mp4", "video_id": "5e9ef1eb34e6c65f5d46c335d15343626f4cd722f74b99015420a8baab5b662f"}
{"item_id": "VideoOdyssey_2539", "benchmark": "VideoOdyssey", "question": "In the film, there's a stretch where the background music feels completely out of place with the scene. Roughly which part of the story does that mismatched BGM span?", "options": ["From when the father refuses to let her start school to the moment she pranks his hair right after getting the idea from his wording.", "From when the little girl leaves school for the first time to when she walks into the house and confronts her father about what she learned.", "From when the little girl answers the teacher's question on her first day of school to when she gets home and sees FBI agents waiting outside the house.", "From when the teacher starts writing the big multiplication on the board to when the FBI agents actually enter the house and begin questioning."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "AV/Acoustic Event Recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 4993.683447, "attack_pct": 0.4746998838259971, "license": "CC-BY-NC-SA-4.0", "selection_order": 7686, "video": "videos/45076682f22fc13290a655256f8af80073c0b3fbaba453bcfebddc82469f13af.mp4", "video_id": "45076682f22fc13290a655256f8af80073c0b3fbaba453bcfebddc82469f13af"}
{"item_id": "S-EMBER_6076", "benchmark": "S-EMBER", "question": "What was the second thing I picked up after entering this shop?", "options": ["A yellow star-shaped tin.", "A fresh loaf of bread.", "A \"Jaws\" themed magnet.", "A box of \"Jaws\" merchandise.", "A yellow packet of candy."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "temporal_ordering_recognition", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.25, "attack_pct": 0.8792839163547179, "license": "CC-BY-NC-4.0", "selection_order": 7692, "video": "videos/a5f6abb59d40a1b93402a6448f2c488fa7dfdf281ba794876963d069353182b1.mp4", "video_id": "a5f6abb59d40a1b93402a6448f2c488fa7dfdf281ba794876963d069353182b1"}
{"item_id": "ScaleLong_403", "benchmark": "ScaleLong", "question": "What did Bernanke say?", "options": ["If we don't do this tomorrow, our economy won’t recover by Monday", "If we don't act now, tomorrow it will be too late to fix things", "We don’t need more government intervention", "We can only wait for the market to recover by itself"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Clip", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3258.255, "attack_pct": 0.8920791919452692, "license": "unknown", "selection_order": 7693, "video": "videos/47e8450b6f4186d318e0b95125c370692583596f51c23ea10f08ef675a7b0370.mp4", "video_id": "47e8450b6f4186d318e0b95125c370692583596f51c23ea10f08ef675a7b0370"}
{"item_id": "S-EMBER_7277", "benchmark": "S-EMBER", "question": "Where did I first see this person with the umbrella in front of me?", "options": ["You noticed them right after stepping out of the building onto the rainy sidewalk.", "You saw them standing by the railing beside the river at the waterfront overlook.", "You likely saw them near a store entrance while walking outdoors on the sidewalk.", "You saw them walking on the path below your level in the park.", "You saw them on the paved walkway near the berry bush above the amphitheater."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "location_trace", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.880276235962308, "license": "CC-BY-NC-4.0", "selection_order": 7699, "video": "videos/caf2da2f0e77df60ebb9693767d363d57715c038461f09793714050867a7e422.mp4", "video_id": "caf2da2f0e77df60ebb9693767d363d57715c038461f09793714050867a7e422"}
{"item_id": "S-EMBER_5510", "benchmark": "S-EMBER", "question": "How does the position of the woman in front of me compare to when I first saw her sitting there?", "options": ["She is sitting in the same position, but she is now holding a cup of coffee in her hands.", "She was initially sitting at the table, but now she is standing up and walking away from it.", "She remains in the same position by the glass railing, but she is now facing towards the camera.", "She was initially sitting with her legs crossed, but now she has her legs elevated on a ledge.", "She remains seated in the exact same position and posture throughout the entire duration of the video."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "object_comparison", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.880445656383116, "license": "CC-BY-NC-4.0", "selection_order": 7706, "video": "videos/c9a4ac0af93b1e32bce3a1810cd4def9db7587e90cc4c8446940097889879e31.mp4", "video_id": "c9a4ac0af93b1e32bce3a1810cd4def9db7587e90cc4c8446940097889879e31"}
{"item_id": "HLV-1K_3344", "benchmark": "HLV-1K", "question": "How does the camera movement emphasize the environment in the radio broadcast studio from 765.0 to 865.0 seconds?", "options": ["The camera moves forward to focus on the details of the table and equipment.", "The camera pans left to show the entire studio setup.", "The camera zooms out to capture the entire room.", "The camera remains stationary throughout the scene."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "camera-direction", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2239.750385, "attack_pct": 0.6370288498773718, "license": "MIT", "selection_order": 7707, "video": "videos/8580d757eb2f294b8044a94a04e689dc3960e746422c2b2938e36684a2deb545.mp4", "video_id": "8580d757eb2f294b8044a94a04e689dc3960e746422c2b2938e36684a2deb545"}
{"item_id": "S-EMBER_129", "benchmark": "S-EMBER", "question": "So far, how many different colors have I used to color in the page?", "options": ["Three colors.", "Four colors.", "Seven colors.", "Six colors.", "Five colors."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "counting_objects_events", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1200.083333, "attack_pct": 0.8847779785723506, "license": "CC-BY-NC-4.0", "selection_order": 7713, "video": "videos/b1ccec46846899e4fc310b57ef08ab57417caeda995c4a18787d0fef69de61c3.mp4", "video_id": "b1ccec46846899e4fc310b57ef08ab57417caeda995c4a18787d0fef69de61c3"}
{"item_id": "HLV-1K_2749", "benchmark": "HLV-1K", "question": "In which direction does the shark-like creature with sharp fins and an open mouth dominate the frame amid a swirling atmosphere with floating particles from 581.0 to 611.0 seconds?", "options": ["Horizontally.", "Vertically.", "Diagonally.", "Circularly."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object-direction", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2384.480363, "attack_pct": 0.346553504582419, "license": "MIT", "selection_order": 7714, "video": "videos/deeb55cbf81e68255835925df1f42b953202d3c8b52dc47ce7036efc67dd2eb1.mp4", "video_id": "deeb55cbf81e68255835925df1f42b953202d3c8b52dc47ce7036efc67dd2eb1"}
{"item_id": "S-EMBER_4886", "benchmark": "S-EMBER", "question": "How many different objects have I placed in the box so far?", "options": ["You have placed seven different objects in the box.", "You have placed eight different objects in the box.", "You have placed six different objects in the box.", "You have placed four different objects in the box.", "You have placed three different objects in the box."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.8976862011101071, "license": "CC-BY-NC-4.0", "selection_order": 7720, "video": "videos/0fb2da478571f34be7d466548de617aff2a28f8903151f6670065137b588a812.mp4", "video_id": "0fb2da478571f34be7d466548de617aff2a28f8903151f6670065137b588a812"}
{"item_id": "ScaleLong_1554", "benchmark": "ScaleLong", "question": "The movie reacted to in this video was most likely published in which of the following years?", "options": ["2017", "2006", "1997", "2021"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Video Event", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 5319.366009, "attack_pct": 0.9032286691622564, "license": "unknown", "selection_order": 7721, "video": "videos/0b0325a5372241ae259f9c068055e256a6a6a103cbab1d64bf487f1026d6b4da.mp4", "video_id": "0b0325a5372241ae259f9c068055e256a6a6a103cbab1d64bf487f1026d6b4da"}
{"item_id": "S-EMBER_5977", "benchmark": "S-EMBER", "question": "How much time did I spend working with the red color?", "options": ["2 minutes and 30 seconds", "8 minutes and 24 seconds", "9 minutes and 35 seconds", "10 minutes and 29 seconds", "9 minutes and 59 seconds"], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1212.75, "attack_pct": 0.897839486252743, "license": "CC-BY-NC-4.0", "selection_order": 7727, "video": "videos/83e78c9d85e2c3e8e0c6da63ae2bac7f2585348a590935b41283c472c3156731.mp4", "video_id": "83e78c9d85e2c3e8e0c6da63ae2bac7f2585348a590935b41283c472c3156731"}
{"item_id": "Video-MME_2158", "benchmark": "Video-MME", "question": "Which of the following was not a factor in Sandy Weill's decision to dismiss Jamie Dimon?", "options": ["Jamie Dimon's inability to treat employees equally.", "Differences in vision for leadership between Jamie Dimon and Sandy Weill.", "Jamie Dimon alienating Sandy Weill's daughter.", "Differences in vision for leadership between Jamie Dimon and Sandy Weill leading to disagreements over investment plans."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Action Reasoning", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2071.475374, "attack_pct": 0.9942881115270428, "license": "unknown", "selection_order": 7728, "video": "videos/51e668245264bfa0cf17c72630973820b1521e90c6af7d3e26e052fa99ddb8ba.mp4", "video_id": "51e668245264bfa0cf17c72630973820b1521e90c6af7d3e26e052fa99ddb8ba"}
{"item_id": "S-EMBER_4811", "benchmark": "S-EMBER", "question": "How long has it been since I took the gift box out of the plastic packaging?", "options": ["It’s been roughly two minutes—about 120 seconds—since you took the gift box out of the plastic packaging.", "About three minutes have passed since you removed the gift box from its plastic wrap.", "It has been approximately 7 minutes and 24 seconds since you took the gift box out of the plastic packaging.", "It has been approximately 1 minute and 30 seconds since you took the gift box out of the plastic packaging.", "It has been approximately 10 seconds since you took the gift box out of the plastic packaging."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.083333, "attack_pct": 0.9052375112946948, "license": "CC-BY-NC-4.0", "selection_order": 7734, "video": "videos/4291c2e534c30e7e4b43ef81cfdc5085e6dba7a89f986e4f70662e53bcceddac.mp4", "video_id": "4291c2e534c30e7e4b43ef81cfdc5085e6dba7a89f986e4f70662e53bcceddac"}
{"item_id": "HLV-1K_5196", "benchmark": "HLV-1K", "question": "What is the spatial relationship between the road and the mountains in the scene from 1729.0 to 1809.0 seconds?", "options": ["The road runs parallel to the mountains.", "The road curves right towards the mountains.", "The road is perpendicular to the mountains.", "The road runs away from the mountains."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "spatial-relationship", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2865.922902, "attack_pct": 0.6671372789466891, "license": "MIT", "selection_order": 7735, "video": "videos/c442e387d700d6020cebedae8579e90c6d0d588f680606fffa8e62bd9fd06aa9.mp4", "video_id": "c442e387d700d6020cebedae8579e90c6d0d588f680606fffa8e62bd9fd06aa9"}
{"item_id": "S-EMBER_6475", "benchmark": "S-EMBER", "question": "What was the order of objects I moved before I looked at the ceiling?", "options": ["The tablet, the makeup organizer, and then a makeup brush.", "The water bottle, the mirror, and then the makeup organizer.", "The phone, the tablet, and then the water bottle.", "The mirror, and then the makeup organizer.", "The water bottle, and then the portable mirror."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "temporal_ordering_recognition", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.083333, "attack_pct": 0.9078836969149348, "license": "CC-BY-NC-4.0", "selection_order": 7741, "video": "videos/0080cb293b520dfcc51c2083ae13280e706b263395f3b855cab38d301ffce108.mp4", "video_id": "0080cb293b520dfcc51c2083ae13280e706b263395f3b855cab38d301ffce108"}
{"item_id": "VideoOdyssey_2307", "benchmark": "VideoOdyssey", "question": "What sound scared the children after they entered the air-raid shelter?", "options": ["The sound of Mr. Hawkins' dog digging.", "The sound of old metal objects colliding inside the shelter.", "The sound of Mr. Hawkins breaking in.", "The sound of insects buzzing inside the shelter."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "AV/Acoustic Event Recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 5279.010249, "attack_pct": 0.4788708532335097, "license": "CC-BY-NC-SA-4.0", "selection_order": 7742, "video": "videos/39d0cc0eec4dd3db7317672fee3244c9d0a69cbaf0cdc077fd152875616e42b0.mp4", "video_id": "39d0cc0eec4dd3db7317672fee3244c9d0a69cbaf0cdc077fd152875616e42b0"}
{"item_id": "S-EMBER_3023", "benchmark": "S-EMBER", "question": "Where did I put the copy of \"Victory City\" by Salman Rushdie I had earlier?", "options": ["Just below the book titled 'The Book of Joy' near the corner.", "On top of the book titled '1Q84' near the top of the bookshelf.", "Next to the book titled 'First Person Singular' on the black shelf unit.", "At the very top of the vertical stack of books near the wall.", "Underneath the book titled '1Q84' near the top of the bookshelf."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "location_trace", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.9087469342971471, "license": "CC-BY-NC-4.0", "selection_order": 7748, "video": "videos/960058d54bc654f629eca12b4507f22ce04144cffa2e30bcc4f391ff66f254f1.mp4", "video_id": "960058d54bc654f629eca12b4507f22ce04144cffa2e30bcc4f391ff66f254f1"}
{"item_id": "ScaleLong_905", "benchmark": "ScaleLong", "question": "How many people were in the program?", "options": ["2", "4", "3", "6"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "Video Clip", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 7365.024333, "attack_pct": 0.9254792177617142, "license": "unknown", "selection_order": 7749, "video": "videos/e9fe6b7994ba7af2b7933d17ea17c867d98d0b033fefd74182810e5482614218.mp4", "video_id": "e9fe6b7994ba7af2b7933d17ea17c867d98d0b033fefd74182810e5482614218"}
{"item_id": "S-EMBER_2633", "benchmark": "S-EMBER", "question": "What did I do immediately after placing the instruction manual on the ledge?", "options": ["You opened a plastic bag containing screws and small parts.", "You picked up a snack from a yellow wrapper.", "You picked up and opened a yellow padded envelope.", "You picked up and opened the instruction manual.", "You picked up a screwdriver to begin assembling the item."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "sequential_action", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.9158383890538272, "license": "CC-BY-NC-4.0", "selection_order": 7755, "video": "videos/d45609baa6b414a04e937050d2c3a6d86547f9ef03bb818da6fdf93953cce8e8.mp4", "video_id": "d45609baa6b414a04e937050d2c3a6d86547f9ef03bb818da6fdf93953cce8e8"}
{"item_id": "S-EMBER_6039", "benchmark": "S-EMBER", "question": "What did the person next to me do to the piece of paper after I handed it to her?", "options": ["She unfolded the paper, looked at it, and then folded it back up.", "She read the paper for a moment and then cut it with a pair of scissors.", "She folded the paper in half and then placed it down on the table.", "She folded the paper, cut it with scissors, and handed a piece back to you.", "She took the paper and began writing or drawing on it with a marker."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "sequential_action", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1200.166667, "attack_pct": 0.9270524073835033, "license": "CC-BY-NC-4.0", "selection_order": 7762, "video": "videos/d96b2a7b3edf11acd34ba8cebe2a396fd6b388d065b8aae1ff76bbf50edbddeb.mp4", "video_id": "d96b2a7b3edf11acd34ba8cebe2a396fd6b388d065b8aae1ff76bbf50edbddeb"}
{"item_id": "HLV-1K_8687", "benchmark": "HLV-1K", "question": "What items are visible on the wooden shelf unit to the right of the person at 1260.0 seconds into the video?", "options": ["Books, a lamp, and a vase.", "A TV, bowls, and numerous containers.", "A computer, a printer, and some files.", "A stereo, CDs, and a clock."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object understanding", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2083.503311, "attack_pct": 0.6671856847812057, "license": "MIT", "selection_order": 7763, "video": "videos/545085697753c9d0193fb9489210630ee0449c03bc3878255bdae2cdb40a832d.mp4", "video_id": "545085697753c9d0193fb9489210630ee0449c03bc3878255bdae2cdb40a832d"}
{"item_id": "S-EMBER_6522", "benchmark": "S-EMBER", "question": "What type of animal did I see inside a cage?", "options": ["You saw a rabbit inside the black cage.", "There is no animal seen inside the black cage.", "You saw a small pet bird inside the black cage.", "You saw a cat inside the black cage.", "You saw a gray French bulldog inside the black cage."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "visual_detail_recall", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.933788886020395, "license": "CC-BY-NC-4.0", "selection_order": 7769, "video": "videos/dd0343e9e85bf0be417441f75334368937e47a6df97b68e705f4d9335817e012.mp4", "video_id": "dd0343e9e85bf0be417441f75334368937e47a6df97b68e705f4d9335817e012"}
{"item_id": "HLV-1K_3668", "benchmark": "HLV-1K", "question": "Where do the man and woman embrace near a red helicopter marked 'VH-VRK'?", "options": ["At a sandy beach with an ocean backdrop.", "At an airport terminal.", "Inside a car with modern black leather seats.", "In a cozy and festive indoor setting with holiday decorations."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "descriptive-scene", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 4330.219683, "attack_pct": 0.4153866012650058, "license": "MIT", "selection_order": 7770, "video": "videos/8b7269d37a6a68f36ccfe2b4e2888ccd7c845951389755a264e0b6cda19c8001.mp4", "video_id": "8b7269d37a6a68f36ccfe2b4e2888ccd7c845951389755a264e0b6cda19c8001"}
{"item_id": "S-EMBER_3593", "benchmark": "S-EMBER", "question": "What happened to the plant while I was trying to bury it in the hole?", "options": ["The stem of the plant snapped and broke in half during the process.", "The dog returned and dug the plant out of the hole right away.", "A dog grabbed the plant with its teeth and ran away with it.", "The plant was accidentally dropped and completely fell back out of the hole.", "A dog came and stepped on the plant while you were burying it."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "long_video", "task_class": "sequential_action", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.083333, "attack_pct": 0.9412191816186912, "license": "CC-BY-NC-4.0", "selection_order": 7776, "video": "videos/323a3590fd29cfbf2b8316fc5a94a1a47b824154fc7c48ad45133b2ff5ead449.mp4", "video_id": "323a3590fd29cfbf2b8316fc5a94a1a47b824154fc7c48ad45133b2ff5ead449"}
{"item_id": "ScaleLong_91", "benchmark": "ScaleLong", "question": "Who is being interviewed in the video?", "options": ["A man in a suit", "A young man in a baseball uniform", "A woman in a pink T-shirt", "An elderly man in a black suit"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Shot", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 6389.249533, "attack_pct": 0.940138117981154, "license": "unknown", "selection_order": 7777, "video": "videos/7194eba1a3caca93e984e16fb5b9a39e6851ab3787ffcb40da9e64ee7dd330f0.mp4", "video_id": "7194eba1a3caca93e984e16fb5b9a39e6851ab3787ffcb40da9e64ee7dd330f0"}
{"item_id": "S-EMBER_8566", "benchmark": "S-EMBER", "question": "What did I do with my hands after spraying the second puff of cologne?", "options": ["You rubbed the backs of your hands together.", "You held the cologne bottle in your hand and moved it slightly.", "You placed the cologne bottle down on your leg.", "You placed the cologne bottle down and picked it up again.", "You rubbed your wrists together to spread the scent."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "sequential_action", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.25, "attack_pct": 0.9515538272879824, "license": "CC-BY-NC-4.0", "selection_order": 7783, "video": "videos/6ed59c10b910f6a1fdcdcc5bf91266e126088d6a9f60c66c348c8143beee4dfa.mp4", "video_id": "6ed59c10b910f6a1fdcdcc5bf91266e126088d6a9f60c66c348c8143beee4dfa"}
{"item_id": "VideoOdyssey_2530", "benchmark": "VideoOdyssey", "question": "After the business meeting, when the male lead is chatting with Mike, why does he say he's \"impressed\"?", "options": ["Because Mike says the male lead has never complained about his marriage/relationship.", "Because Mike reveals he got promoted without asking for a raise.", "Because Mike handled the meeting perfectly and saved the project at the last minute.", "Because Mike says he's been secretly learning the male lead's language to surprise him."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "AV/Causal Reasoning", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 5227.32263, "attack_pct": 0.4871724538531044, "license": "CC-BY-NC-SA-4.0", "selection_order": 7784, "video": "videos/e504693ff9346a8e22307942a8e33e1e765a640d0ea97e00113618f743997d79.mp4", "video_id": "e504693ff9346a8e22307942a8e33e1e765a640d0ea97e00113618f743997d79"}
{"item_id": "S-EMBER_6566", "benchmark": "S-EMBER", "question": "How many strips had I cut off of the paper before my friend made her first cut?", "options": ["You had cut off three strips of paper before your friend made her first cut.", "You had cut off five strips of paper before your friend made her first cut.", "You had cut off one strip of paper before your friend made her first cut.", "You had cut off two strips of paper before your friend made her first cut.", "You had cut off four strips of paper before your friend made her first cut."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.9534335871950432, "license": "CC-BY-NC-4.0", "selection_order": 7790, "video": "videos/8c3e5d60aec02ccb5c48b9925f6f5db4bfb0e9358e687dac6eb4e3d7a8d2b80a.mp4", "video_id": "8c3e5d60aec02ccb5c48b9925f6f5db4bfb0e9358e687dac6eb4e3d7a8d2b80a"}
{"item_id": "HLV-1K_10422", "benchmark": "HLV-1K", "question": "From 60.0 to 73.0 seconds, how does the speed of the ripples in the water compare to the movement of the silhouetted figure?", "options": ["The ripples move faster than the silhouetted figure.", "The silhouetted figure moves faster than the ripples.", "Both the ripples and the silhouetted figure move at the same speed.", "Neither the ripples nor the silhouetted figure move."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "hallucination", "task_class": "speed", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2853.430567, "attack_pct": 0.6745917774622434, "license": "MIT", "selection_order": 7791, "video": "videos/a8bbaff4efb66a0bec8ac4914e2f04dc5f7d59e8e51141c4dd6a42ec4c9d1d54.mp4", "video_id": "a8bbaff4efb66a0bec8ac4914e2f04dc5f7d59e8e51141c4dd6a42ec4c9d1d54"}
{"item_id": "S-EMBER_5711", "benchmark": "S-EMBER", "question": "How does the first nail polish I put back down on the table compare to the last one I put back on the table?", "options": ["The first nail polish you put down was silver and the last one was blue.", "The first nail polish you put down was lighter in color than the last one.", "The first nail polish you put down was pale pink and the last was dark red.", "The first nail polish you put down was gold and the last one was pink.", "The first nail polish you put down was noticeably smaller than the last one."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "object_comparison", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.9555795791919452, "license": "CC-BY-NC-4.0", "selection_order": 7797, "video": "videos/ec8af9167240d4e6be1c144b792e4ff6d5fa7ee680397954e7ab858d14a37021.mp4", "video_id": "ec8af9167240d4e6be1c144b792e4ff6d5fa7ee680397954e7ab858d14a37021"}
{"item_id": "ALLVB_1643", "benchmark": "ALLVB", "question": "What is the outcome of Barton Fink's call to the front desk about the noise from the adjacent room?", "options": ["The noise continues unabated", "The noise stops immediately", "The neighbor comes to apologize", "The front desk ignores his complaint", "Barton is moved to a different room"], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Action Recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 7016.968292, "attack_pct": 0.1421840712533884, "license": "CC-BY-NC-SA-4.0", "selection_order": 7798, "video": "videos/1ac4aab6707365bbdd316736466d97ce48a69aa0b658e91a873ac1ad7659b4c6.mp4", "video_id": "1ac4aab6707365bbdd316736466d97ce48a69aa0b658e91a873ac1ad7659b4c6"}
{"item_id": "S-EMBER_6319", "benchmark": "S-EMBER", "question": "How many times have I looked up something on Google so far?", "options": ["You have searched on Google once so far.", "You haven't looked up anything on Google yet.", "You have done four different Google searches so far.", "You have looked up something on Google twice so far.", "You have made three Google searches so far."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.25, "attack_pct": 0.9582015618949272, "license": "CC-BY-NC-4.0", "selection_order": 7804, "video": "videos/ee0bff7302360429c628943efef6cd70732ee02d21cd82793b6393238b8b8042.mp4", "video_id": "ee0bff7302360429c628943efef6cd70732ee02d21cd82793b6393238b8b8042"}
{"item_id": "ScaleLong_256", "benchmark": "ScaleLong", "question": "What is the sea turtle eating in the video?", "options": ["Jellyfish", "Crab", "Small fish", "Seagrass"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Video Event", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2987.359375, "attack_pct": 0.9650106492835936, "license": "unknown", "selection_order": 7805, "video": "videos/61e813d27f2ea66c98834bedb408d43b81a4ab4deef1285d8eeadfaa7d9515cb.mp4", "video_id": "61e813d27f2ea66c98834bedb408d43b81a4ab4deef1285d8eeadfaa7d9515cb"}
{"item_id": "S-EMBER_1370", "benchmark": "S-EMBER", "question": "How does the last card I picked up compare to the one I first picked up?", "options": ["The last card is a high-value red playing card, while the first one you picked up is a low-value black numbered playing card.", "The last card is a Christmas card showing a dog in a hat, while the first one is a birthday card with a red background.", "The last card is a Christmas card featuring a happy snowman, while the first one is an autumn Thanksgiving card with a large turkey.", "The last card is a Christmas card with a humorous message, while the first one is a general greeting card with a simple design.", "The last card is a Christmas card featuring a cartoon character, while the first one is an anniversary card with mostly text."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "object_comparison", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.961170453078611, "license": "CC-BY-NC-4.0", "selection_order": 7811, "video": "videos/6b30fa094fea5c222c7dd495a56cd9ddf23dff4c798a5c3da20cbe4a47c38a96.mp4", "video_id": "6b30fa094fea5c222c7dd495a56cd9ddf23dff4c798a5c3da20cbe4a47c38a96"}
{"item_id": "HLV-1K_89", "benchmark": "HLV-1K", "question": "What is the individual in the gold and black armored suit holding at the end of the video event from 1280.0 to 1340.0 seconds?", "options": ["A sword.", "A shield.", "A gun.", "A staff."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "character-understanding", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 1839.066848, "attack_pct": 0.4418403898283206, "license": "MIT", "selection_order": 7812, "video": "videos/f237ec51bdeae47c698aca726045869adea761dd121dfc80670d0657f8bd1ccd.mp4", "video_id": "f237ec51bdeae47c698aca726045869adea761dd121dfc80670d0657f8bd1ccd"}
{"item_id": "S-EMBER_2968", "benchmark": "S-EMBER", "question": "What were the steps I took to hang up the JUMP frame?", "options": ["You placed the JUMP frame on the wall, used a level tool to ensure that it was perfectly straight, and then secured it in place using a drill.", "You picked up the JUMP frame, pulled out the stand on the back, and placed it directly onto a nail that had already been driven into the wall.", "You placed a white paper on the wall, partially drilled a screw, swapped it for a smaller screw, secured it, removed the paper, and hung the frame.", "You placed a piece of paper on the wall, marked the spot with a pencil, drilled a hole into the wall, removed the paper, and hung the JUMP frame.", "You placed the JUMP frame on the table, used a drill to make holes in the wall where you marked with a pencil, and finally hung it on the wall."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "temporal_ordering_recognition", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.9782899832193108, "license": "CC-BY-NC-4.0", "selection_order": 7818, "video": "videos/d8872136656901779ccb572601746e456cc02d26553811ce9f4684097fa7ba40.mp4", "video_id": "d8872136656901779ccb572601746e456cc02d26553811ce9f4684097fa7ba40"}
{"item_id": "HLV-1K_5783", "benchmark": "HLV-1K", "question": "What happens after the scene with the six individuals skiing or hiking in a snowy environment?", "options": ["A woman wearing a colorful scarf stands on a paved path with decorative white and green lines.", "A close-up view of a large tree trunk with a yellow glow around it.", "A person is seen navigating rocky terrain under a clear blue sky.", "A red and white aircraft is shown on an airstrip, engaging in pre-flight activities."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal-relationship", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 5139.179683, "attack_pct": 0.6749951594165483, "license": "MIT", "selection_order": 7819, "video": "videos/6f2ac8098019ebcdf23641c557d93c91d0e539f392e48bbec405787a06dbc2a0.mp4", "video_id": "6f2ac8098019ebcdf23641c557d93c91d0e539f392e48bbec405787a06dbc2a0"}
{"item_id": "S-EMBER_2738", "benchmark": "S-EMBER", "question": "After I sat down, what was the next thing that I did?", "options": ["You took a finger sponge out of the small box.", "You opened the white box of fingerprint ink pads.", "You picked up a rubber stamp from the white box.", "You looked down at your watch to check the time.", "You opened the clear lid of a small red ink pad."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "sequential_action", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1200.166667, "attack_pct": 0.98250935846134, "license": "CC-BY-NC-4.0", "selection_order": 7825, "video": "videos/935cb932950cce9c9d4ea6d1422c9f78c6a1b87bf4327bad8a430556cc4bb3c8.mp4", "video_id": "935cb932950cce9c9d4ea6d1422c9f78c6a1b87bf4327bad8a430556cc4bb3c8"}
{"item_id": "VideoOdyssey_1319", "benchmark": "VideoOdyssey", "question": "How many times does the giant snowman character appear in the video?", "options": ["1", "2", "3", "4"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "V/Counting", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 3747.096961, "attack_pct": 0.5270507938556861, "license": "CC-BY-NC-SA-4.0", "selection_order": 7826, "video": "videos/a16f636eaafd0e872722eaab5d58fb361ecb27b46efd5afd4e9d3ab414b1751a.mp4", "video_id": "a16f636eaafd0e872722eaab5d58fb361ecb27b46efd5afd4e9d3ab414b1751a"}
{"item_id": "S-EMBER_4168", "benchmark": "S-EMBER", "question": "What’s written on the white label of my glasses case?", "options": ["RBM 53-2", "FROM USA", "100% UV", "FEBM-53-2", "WARBY PARKER"], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "visual_detail_recall", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.9895443397444172, "license": "CC-BY-NC-4.0", "selection_order": 7832, "video": "videos/1ec3308cc489c6b81a899c9770bd5111d6d56a94997fd9536b2f26ace82191cf.mp4", "video_id": "1ec3308cc489c6b81a899c9770bd5111d6d56a94997fd9536b2f26ace82191cf"}
{"item_id": "ScaleLong_898", "benchmark": "ScaleLong", "question": "How did the interviewee deal with presbyopia (farsightedness) as mentioned at the end of the video?", "options": ["He underwent laser eye surgery to correct his vision", "How did the interviewee deal with presbyopia (farsightedness) as mentioned at the end of the video?", "He used contact lenses to correct his vision", "He relied on a single pair of reading glasses that he carried everywhere"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "hallucination", "task_class": "Video Event", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 4088.3843, "attack_pct": 0.979871240480186, "license": "unknown", "selection_order": 7833, "video": "videos/c5809ae7436331b59010e34d69b16581e660e1ad6f650c14ef23104a0e301ddb.mp4", "video_id": "c5809ae7436331b59010e34d69b16581e660e1ad6f650c14ef23104a0e301ddb"}
{"item_id": "S-EMBER_6292", "benchmark": "S-EMBER", "question": "Which hand did I grab the Hello Kitty figure with?", "options": ["The video does not show you grabbing the Hello Kitty figure.", "You grabbed the Hello Kitty figure with your left hand.", "You grabbed the Hello Kitty figure with your right hand.", "You picked up the Hello Kitty figure using a small tool.", "You grabbed the Hello Kitty figure using both your hands."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "visual_detail_recall", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.9902300890667356, "license": "CC-BY-NC-4.0", "selection_order": 7839, "video": "videos/549de7168a8869adc0fc869bcbc339d9cdd1ce0a1f38c12d00f4c88903eb5079.mp4", "video_id": "549de7168a8869adc0fc869bcbc339d9cdd1ce0a1f38c12d00f4c88903eb5079"}
{"item_id": "S-EMBER_6224", "benchmark": "S-EMBER", "question": "Can you describe what is behind me?", "options": ["Behind you is an open indoor space with a tiled floor, luggage carts, and a red suitcase.", "Behind you is the rest of the kitchen area, featuring a counter, a sink, and some cabinets.", "Behind you, there is an indoor hall with escalators, people walking, and a small vehicle.", "Behind you is a flower-stand display filled with colorful fresh bouquets and bundles of dried flowers.", "Behind you is a spacious indoor area with polished stone flooring, high ceilings, and a red cart."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "spatial_aware_reasoning", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.990770620885504, "license": "CC-BY-NC-4.0", "selection_order": 7846, "video": "videos/45b2b810bc2694cbefbeb879d4d758bd477c87c7e3dea725de47833d7a1c789f.mp4", "video_id": "45b2b810bc2694cbefbeb879d4d758bd477c87c7e3dea725de47833d7a1c789f"}
{"item_id": "HLV-1K_10482", "benchmark": "HLV-1K", "question": "What happens after the person is seen handling objects under dim lighting in an urban area during nighttime in the event from 1916.0 to 1987.0 seconds?", "options": ["The person is seen walking along a dimly lit street, approaching an entrance.", "The person is seen inside a vehicle with reflected streetlights indicating nighttime urban transit.", "The person is seen resting or reflecting in an outdoor setting with a camouflage hat and scarf.", "The person is seen interacting with a bag or performing an activity near an entrance in a dimly lit urban corridor."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal-relationship", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2822.501587, "attack_pct": 0.6798841487027236, "license": "MIT", "selection_order": 7847, "video": "videos/530aa2a188440195b593fe6f421698491b058cd75df8ae5578c87cea2aab1e96.mp4", "video_id": "530aa2a188440195b593fe6f421698491b058cd75df8ae5578c87cea2aab1e96"}
{"item_id": "S-EMBER_4873", "benchmark": "S-EMBER", "question": "How does the shape of this sticker compare to the first one I picked up?", "options": ["This sticker is shaped like a star, while the first one had a rectangular shape.", "This sticker is shaped like sunglasses, while the first one was shaped like a circular umbrella.", "This sticker is rounded and smooth, while the first sticker was angular and had sharper edges.", "Both of the stickers are exactly the same shape, as they are both perfectly circular.", "This sticker is a rounded cloud shape, which is the exact same shape as the first one."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "object_comparison", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.6694365560862269, "license": "CC-BY-NC-4.0", "selection_order": 7853, "video": "videos/62f307a43744c92d0ee5b9900093895853e0a75e538673650ab20bb4f8697864.mp4", "video_id": "62f307a43744c92d0ee5b9900093895853e0a75e538673650ab20bb4f8697864"}
{"item_id": "HLV-1K_9272", "benchmark": "HLV-1K", "question": "How does the camera move in the scene from 1.0 to 3691.0 seconds when the focus shifts from the outdoor setting with a swimming pool to the indoor environment featuring a man in a suit?", "options": ["The camera zooms in on the swimming pool and then cuts to the indoor environment.", "The camera pans from the outdoor setting to the indoor environment.", "The camera remains static in the outdoor setting and then transitions to the indoor environment.", "The camera follows the individuals from the outdoor setting to the indoor environment."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "camera-direction", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 3695.409342, "attack_pct": 0.447148896346973, "license": "MIT", "selection_order": 7854, "video": "videos/be22eca01cef54bcf38acfcb52eacec469266b6cf6f3d491f957e8109142e6e2.mp4", "video_id": "be22eca01cef54bcf38acfcb52eacec469266b6cf6f3d491f957e8109142e6e2"}
{"item_id": "S-EMBER_3272", "benchmark": "S-EMBER", "question": "What was the size of the first pair of shoes I picked up?", "options": ["The size of the first pair of shoes picked up was 7.", "The size of the first pair of shoes picked up was 6.5.", "The size of the first pair of shoes picked up was 9.", "The size of the first pair of shoes picked up was 10.", "The size of the first pair of shoes picked up was 8.5."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "visual_detail_recall", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.7117755260100684, "license": "CC-BY-NC-4.0", "selection_order": 7860, "video": "videos/075fd652394c003f30334a0a0a2aee3c26feaa0e3ea4a9eca1b712b647e6e4ba.mp4", "video_id": "075fd652394c003f30334a0a0a2aee3c26feaa0e3ea4a9eca1b712b647e6e4ba"}
{"item_id": "ScaleLong_888", "benchmark": "ScaleLong", "question": "How did the video end?", "options": ["The two people shook hands and left the stage", "The two people bowed to the audience", "The two people took a photo together", "The two people stood up and hugged"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Clip", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 5229.7245, "attack_pct": 0.8734752162127275, "license": "unknown", "selection_order": 7861, "video": "videos/dba92877e8f6efe13e548e60cfdbecf0505ae70c2143b95957524b25011e37aa.mp4", "video_id": "dba92877e8f6efe13e548e60cfdbecf0505ae70c2143b95957524b25011e37aa"}
{"item_id": "S-EMBER_2123", "benchmark": "S-EMBER", "question": "What was the last item I put in my backpack?", "options": ["A small white bowl-shaped object.", "A black laptop sleeve.", "A brown wallet.", "A purple piece of clothing.", "A brown glasses charging case."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "egocentric", "task_class": "visual_detail_recall", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.8517248612366077, "license": "CC-BY-NC-4.0", "selection_order": 7867, "video": "videos/5631ed2cff659156cade3c7d3fd6baa14df3d74da59111f52f005d4b10964680.mp4", "video_id": "5631ed2cff659156cade3c7d3fd6baa14df3d74da59111f52f005d4b10964680"}
{"item_id": "VideoOdyssey_292", "benchmark": "VideoOdyssey", "question": "How many separate segments show a man in a bathtub?", "options": ["1", "2", "3", "4"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "V/Counting", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 4708.403084, "attack_pct": 0.6190380147153737, "license": "CC-BY-NC-SA-4.0", "selection_order": 7868, "video": "videos/f5199e52bde67a4c4a6689e7b8ac27baddc755a420f5e95472d2d7790438b679.mp4", "video_id": "f5199e52bde67a4c4a6689e7b8ac27baddc755a420f5e95472d2d7790438b679"}
{"item_id": "S-EMBER_957", "benchmark": "S-EMBER", "question": "Where did I put the knife after using it last?", "options": ["You put the knife on the table, next to your phone and the batteries.", "You put the knife on the table, next to the black tablet.", "You placed the knife back into the black case on the table.", "You placed the knife on the table next to the screwdriver case.", "You laid the knife on the cutting board, right beside the vegetables."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "location_trace", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.9785481476700658, "license": "CC-BY-NC-4.0", "selection_order": 7874, "video": "videos/da817d392ccce39466abff369a755a7edfd6bef2897d605ef713ab0c76200816.mp4", "video_id": "da817d392ccce39466abff369a755a7edfd6bef2897d605ef713ab0c76200816"}
{"item_id": "HLV-1K_5466", "benchmark": "HLV-1K", "question": "How does the camera movement change from the introduction of Franco Escamilla to the indoor scenes featuring group discussions and interviews from 11.0 to 4760.0 seconds?", "options": ["The camera zooms in on Franco Escamilla and then remains static during the indoor scenes.", "The camera pans across the introduction of Franco Escamilla and then zooms in and out during the indoor scenes.", "The camera remains static during the introduction of Franco Escamilla and then pans across the indoor scenes.", "The camera zooms out from Franco Escamilla and then remains static during the indoor scenes."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "camera-direction", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 4764.734694, "attack_pct": 0.6844746353427134, "license": "MIT", "selection_order": 7875, "video": "videos/d39dde3ff9d61611b342d057de199356de4d04d954dacdff8e517297f06ad295.mp4", "video_id": "d39dde3ff9d61611b342d057de199356de4d04d954dacdff8e517297f06ad295"}
{"item_id": "S-EMBER_8055", "benchmark": "S-EMBER", "question": "Where did I last place the photograph?", "options": ["On top of one of the stuffed monkeys sitting on the cardboard box.", "On the kitchen counter while organizing items in the center of the room.", "Underneath one of the stuffed monkeys sitting on the cardboard box.", "Inside the cardboard box, right in front of the three stuffed monkey dolls.", "On top of the cardboard box in the corner, next to the stuffed monkeys."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "location_trace", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.583333, "attack_pct": 0.5658803407770749, "license": "CC-BY-NC-4.0", "selection_order": 7881, "video": "videos/cff9c7b34b6da0955dd05c2495da0c6b3c970d5f8383d74edd84ebf2b94af569.mp4", "video_id": "cff9c7b34b6da0955dd05c2495da0c6b3c970d5f8383d74edd84ebf2b94af569"}
{"item_id": "ALLVB_17493", "benchmark": "ALLVB", "question": "What event indicates the end of Nancy's attempt to stay awake in the selected segments?", "options": ["Nancy finally falls asleep after drinking coffee", "Nancy's mother convinces her to take sleeping pills", "Nancy sets up an alarm clock before willingly going to bed", "Nancy is seen lying in bed with her eyes closed, appearing to sleep", "Nancy decides to confront the killer in her dream, marking a shift in her strategy"], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Temporal Action Localization", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 5474.343333, "attack_pct": 0.1479282302826901, "license": "CC-BY-NC-SA-4.0", "selection_order": 7882, "video": "videos/953acea0e32a1f1a7447fcdfe3b89d1b546d731126f3a0b9f76ac526df25ead0.mp4", "video_id": "953acea0e32a1f1a7447fcdfe3b89d1b546d731126f3a0b9f76ac526df25ead0"}
{"item_id": "S-EMBER_8063", "benchmark": "S-EMBER", "question": "How long did I hold the Quotable card?", "options": ["You held the Quotable card for about 5 seconds.", "You held the Quotable card for about 6-7 seconds.", "You held the Quotable card for about 15 seconds.", "You held the Quotable card for approximately 2 seconds.", "You held the Quotable card for 10 seconds."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "time_duration", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.4629453336775526, "license": "CC-BY-NC-4.0", "selection_order": 7888, "video": "videos/274462af3a281546f0a720a849a0de039c61d75ed84ad0f688e96c3b77b10568.mp4", "video_id": "274462af3a281546f0a720a849a0de039c61d75ed84ad0f688e96c3b77b10568"}
{"item_id": "HLV-1K_1484", "benchmark": "HLV-1K", "question": "Which segment of the video transitions the fastest between different scenes?", "options": ["The segment from 70.0 to 125.0 seconds.", "The segment from 136.0 to 164.0 seconds.", "The segment from 249.0 to 309.0 seconds.", "The segment from 375.0 to 401.0 seconds."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "speed", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3982.500862, "attack_pct": 0.6859590809345553, "license": "MIT", "selection_order": 7889, "video": "videos/e6d38ab6b53eddaef5a46bb4eeabf7333b0eb0c07c126edca388db203d619752.mp4", "video_id": "e6d38ab6b53eddaef5a46bb4eeabf7333b0eb0c07c126edca388db203d619752"}
{"item_id": "S-EMBER_8198", "benchmark": "S-EMBER", "question": "From here, how do I get to the Law Offices?", "options": ["Walk towards the intersection with the traffic lights, then turn right and continue walking along the sidewalk; the Law Offices are on your left.", "Keep walking straight down the sidewalk in the direction you’re facing; the Law Offices building is just ahead on the right side of the street.", "Walk straight ahead and turn right at the first intersection; you will find the Law Offices situated right at the corner of the street.", "Walk straight down this sidewalk to the corner, then cross the main road at the crosswalk; the building is directly across the intersection.", "Turn around, exit the compound through the gate, and walk to your right until you reach the intersection, then cross the street to the Law Offices."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "egocentric", "task_class": "spatial_aware_reasoning", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 608.0, "attack_pct": 0.7027962437072415, "license": "CC-BY-NC-4.0", "selection_order": 7895, "video": "videos/7e82726ee9111b41f279427cce3d635c636428bbd95302987e49a566e217f44d.mp4", "video_id": "7e82726ee9111b41f279427cce3d635c636428bbd95302987e49a566e217f44d"}
{"item_id": "HLV-1K_581", "benchmark": "HLV-1K", "question": "What is the woman in a black outfit doing at the beginning of the video from 8.0 to 2941.0 seconds?", "options": ["Walking away from a helicopter.", "Standing near a large elephant statue.", "Engaging in a conversation near a sculpted structure.", "Sitting at a circular table enjoying a drink."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "character-understanding", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2947.773243, "attack_pct": 0.4486656124951594, "license": "MIT", "selection_order": 7896, "video": "videos/75906af94038981836e7025d1aaf22d6658efabf07da565935e06ccd0ff1ed00.mp4", "video_id": "75906af94038981836e7025d1aaf22d6658efabf07da565935e06ccd0ff1ed00"}
{"item_id": "S-EMBER_778", "benchmark": "S-EMBER", "question": "How do I get back to the Versace rack?", "options": ["Turn to your left to exit the room and walk straight ahead to the rack.", "Go back to the escalator, take it down to the first floor, and turn right.", "Turn around and walk back to the previous section where the rack is currently located.", "Exit the Tom Ford section and walk past the Dolce & Gabbana section to return.", "Return to the area with the black and white tiled floor and the Versace sign."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "spatial_aware_reasoning", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 600.083333, "attack_pct": 0.8757986962695237, "license": "CC-BY-NC-4.0", "selection_order": 7902, "video": "videos/c52b838204da802df05b2bc73a0e1863362595ea52df99bdd500ae5e1cc5cf03.mp4", "video_id": "c52b838204da802df05b2bc73a0e1863362595ea52df99bdd500ae5e1cc5cf03"}
{"item_id": "HLV-1K_7558", "benchmark": "HLV-1K", "question": "What logo is visible on the steering wheel at 111.0 seconds into the video?", "options": ["Toyota.", "Ford.", "Volkswagen.", "Honda."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object understanding", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3178.496, "attack_pct": 0.6867255066477346, "license": "MIT", "selection_order": 7903, "video": "videos/d965c726ff41c5a71fb63563a949f5fdd737f18c7f072550b29f09abfa8b6c9d.mp4", "video_id": "d965c726ff41c5a71fb63563a949f5fdd737f18c7f072550b29f09abfa8b6c9d"}
{"item_id": "VideoOdyssey_1304", "benchmark": "VideoOdyssey", "question": "Which of the following characters is the ultimate villain in this movie?", "options": ["The character wearing a single eyepatch with numerous black tubes protruding from their head", "The character with white eyebrows, wearing a turtle shell on their back and a detector/spotlight on their head", "The character draped in a dark cloak, wearing a golden metal mask and holding a staff", "The robot with a grayish-white body, emitting blue light from its eyes and chest"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "V/Object Reasoning", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 4759.417324, "attack_pct": 0.6266942042080805, "license": "CC-BY-NC-SA-4.0", "selection_order": 7909, "video": "videos/567a8f55e3afb41fc8ba34c76829bddf12f3f0afaf653ffeb7fb2bb7717be6a7.mp4", "video_id": "567a8f55e3afb41fc8ba34c76829bddf12f3f0afaf653ffeb7fb2bb7717be6a7"}
{"item_id": "LongVideoBench_600", "benchmark": "LongVideoBench", "question": "A long-haired woman is holding two books and smiling happily. The book in her right hand has a blue cover, and the book in her left hand has a green cover. In which subtitles does the book with the green cover appear together?", "options": ["wait I think they took it oh I was lit", "up in an alternate reality which is", "looks so yum", "which one to get I just came back before", "please take please take my car s if they"], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "TOS", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 910.0091, "attack_pct": 0.5892361559313283, "license": "CC-BY-NC-SA-4.0", "selection_order": 7915, "video": "videos/fd4f4142c879778f93e8580f6323eb6d475936488ceb05079aa71ecb173ebe7a.mp4", "video_id": "fd4f4142c879778f93e8580f6323eb6d475936488ceb05079aa71ecb173ebe7a"}
{"item_id": "HLV-1K_9069", "benchmark": "HLV-1K", "question": "What is the animated person holding while standing on the wooden boat at 3535.0 seconds into the video?", "options": ["A fishing rod.", "A pole.", "A paddle.", "A net."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object understanding", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3583.210522, "attack_pct": 0.7079353298050859, "license": "MIT", "selection_order": 7916, "video": "videos/12e77ae3437561ec017ebca154a4957a6ef9707b2f652b9c8373675ab5f14eb7.mp4", "video_id": "12e77ae3437561ec017ebca154a4957a6ef9707b2f652b9c8373675ab5f14eb7"}
{"item_id": "K9-Bench_2158", "benchmark": "K9-Bench", "question": "How does the indoor environment, specifically being behind a screen door, affect a dog's behavior and communication of its desires?", "options": ["Restless dog noses and paws at screen door, looking hopeful to go outside.", "Vocal dog whines and barks, looking expectantly through screen door.", "Watchful dog sits attentively with pricked ears, observing outside.", "Frustrated dog stands still, gazing directly through screen door.", "Agitated dog paces along door, occasionally stopping to look outside."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "context analysis", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 726.529161, "attack_pct": 0.249257777204079, "license": "CC-BY-NC-4.0", "selection_order": 7922, "video": "videos/6166b6273e7c3d88fe4f2af7fbd72841c2abdf621ec79c3f0811fd5b3815986e.mp4", "video_id": "6166b6273e7c3d88fe4f2af7fbd72841c2abdf621ec79c3f0811fd5b3815986e"}
{"item_id": "StreamingBench_317", "benchmark": "StreamingBench", "question": "What does the person do immediately after transferring the seasoned chicken to the grill pan?", "options": ["Adds oil to the pan.", "Sprinkles additional seasoning onto the meat.", "Places the glass bowl in the sink.", "Turns up the heat on the stove."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Event Understanding", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 646.373878, "attack_pct": 0.4746756809087388, "license": "unknown", "selection_order": 7929, "video": "videos/bfa211156f43af266894ac0ef25999dd32d588750800355ce5912805209de4e6.mp4", "video_id": "bfa211156f43af266894ac0ef25999dd32d588750800355ce5912805209de4e6"}
{"item_id": "HLV-1K_3617", "benchmark": "HLV-1K", "question": "Where does the initial scene of the video take place from 4179.0 to 4295.0 seconds?", "options": ["In a studio.", "On a road.", "In a recreation room.", "In a building."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "descriptive-scene", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 7490.31619, "attack_pct": 0.725918097327998, "license": "MIT", "selection_order": 7930, "video": "videos/68afb402956fc16ec09b6d972348729fd2574885980bc04bb9ccd5ea16221200.mp4", "video_id": "68afb402956fc16ec09b6d972348729fd2574885980bc04bb9ccd5ea16221200"}
{"item_id": "HLV-1K_1181", "benchmark": "HLV-1K", "question": "What is the small anthropomorphic cat character holding in the video frame at 1645.0 seconds?", "options": ["A round object.", "A black triangular object.", "A red square object.", "A blue circular object."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "character-understanding", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2713.41424, "attack_pct": 0.4874870917774622, "license": "MIT", "selection_order": 7937, "video": "videos/648b07cf3e3ba06f64044e97e0d5abcb116fb35915e4b65c0529c20424f90f02.mp4", "video_id": "648b07cf3e3ba06f64044e97e0d5abcb116fb35915e4b65c0529c20424f90f02"}
{"item_id": "StreamingBench_2572", "benchmark": "StreamingBench", "question": "What is prominently featured in this tall, vertical painting?", "options": ["Characters in vibrant outfits.", "A dark blue center with white edges.", "Abstract shapes and vibrant colors.", "Geometric and floral patterns."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "Object Perception", "scene_type": "other", "duration_group": "10-30min", "duration_s": 614.282356, "attack_pct": 0.6124225506647735, "license": "unknown", "selection_order": 7943, "video": "videos/4abc48c4dd6362f263fed00dfd38ace2715834721ece5c6fad485bb594cd3257.mp4", "video_id": "4abc48c4dd6362f263fed00dfd38ace2715834721ece5c6fad485bb594cd3257"}
{"item_id": "HLV-1K_4248", "benchmark": "HLV-1K", "question": "How many individuals were present in the indoor setting at the beginning and towards the end of the event from 261.0 to 3690.0 seconds?", "options": ["Five at the beginning and seven towards the end.", "Six at the beginning and seven towards the end.", "Five at the beginning and six towards the end.", "Six at the beginning and eight towards the end."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "counting", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3695.200363, "attack_pct": 0.7259423002452562, "license": "MIT", "selection_order": 7944, "video": "videos/4f8936deb2b0c715ee2862be3ce2ae85de0c1b2f8c685e83f39ad341bf865699.mp4", "video_id": "4f8936deb2b0c715ee2862be3ce2ae85de0c1b2f8c685e83f39ad341bf865699"}
{"item_id": "VideoOdyssey_2535", "benchmark": "VideoOdyssey", "question": "When Eddie realizes something is wrong with himself, he tells Watson to hit him with an object. Right before Watson hits him, what sound is heard?", "options": ["The sharp click of a gun being cocked.", "A metal-on-metal clank as the object is picked up and swung.", "The sound of liquid being poured out of that object.", "A zipper ripping open as someone grabs protective gear."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "AV/Acoustic Event Recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 4415.529796, "attack_pct": 0.7090647992771395, "license": "CC-BY-NC-SA-4.0", "selection_order": 7951, "video": "videos/9e8c2327ad6842caf48fcaa0dab8fda56330fe8b148e383b20b78ffa5821128e.mp4", "video_id": "9e8c2327ad6842caf48fcaa0dab8fda56330fe8b148e383b20b78ffa5821128e"}
{"item_id": "SciVideoBench_171", "benchmark": "SciVideoBench", "question": "Why is a sequential digestion performed with Lys-C at 2:28 followed by Trypsin at 2:57, rather than using Trypsin alone?", "options": ["Allow initial cleavage in harsh conditions where Trypsin is inactive", "Prevent Trypsin inhibition by early Lys-C removal", "Increase peptide size for better mass spectrometry detection", "Sequential digestion prevents non-specific cleavage by Trypsin", "Ensure full protein denaturation before adding Trypsin", "Avoid trypsin autolysis by prior Lys-C cleavage", "Reduce overall digestion time by overlapping enzyme activity", "Maximize digestion efficiency under different denaturation conditions", "Utilize Lys-C specificity before Trypsin to target arginine sites", "Enable Lys-C to modify lysine residues before Trypsin action"], "answer": "H", "answer_idx": 7, "n_options": 10, "chance": 0.1, "capability": "knowledge", "task_class": "Biology", "scene_type": "science_experiment_lab", "duration_group": "10-30min", "duration_s": 637.674667, "attack_pct": 0.5301487672647477, "license": "custom", "selection_order": 7957, "video": "videos/ea52a558aeaf9bc8b55913a23725f97538bb77bc6f6c5c3ba5de46b7ed5fc3a1.mp4", "video_id": "ea52a558aeaf9bc8b55913a23725f97538bb77bc6f6c5c3ba5de46b7ed5fc3a1"}
{"item_id": "HLV-1K_5218", "benchmark": "HLV-1K", "question": "In which direction does the man in the light blue polo shirt with 'CURIOSITY' embroidered on it move during the event from 4.0 to 3293.0 seconds?", "options": ["Towards the left side of the frame.", "Towards the right side of the frame.", "Towards the center of the frame.", "Towards the back of the frame."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object-direction", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3300.739773, "attack_pct": 0.7314686330192333, "license": "MIT", "selection_order": 7958, "video": "videos/d9c32f9bd452fa2c42b76a4c210feffe3e55ecf7d7d478c9233dfaab71cc412e.mp4", "video_id": "d9c32f9bd452fa2c42b76a4c210feffe3e55ecf7d7d478c9233dfaab71cc412e"}
{"item_id": "StreamingBench_1803", "benchmark": "StreamingBench", "question": "What is the person exiting the building holding right now?", "options": ["A book.", "A phone.", "A bag.", "A drink."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Object Perception", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 619.388067, "attack_pct": 0.7904511423776945, "license": "unknown", "selection_order": 7964, "video": "videos/624c9cc1ecf260d91626ef1318380a66edf120611be1c919929dac2f50f5549b.mp4", "video_id": "624c9cc1ecf260d91626ef1318380a66edf120611be1c919929dac2f50f5549b"}
{"item_id": "ALLVB_12800", "benchmark": "ALLVB", "question": "Which of the following animals is mentioned or shown in the scenes start with a rowdy gathering of young men at a ball in Richmond, where Pip confronts Drummle over Estella, and end with Pip discovering that his true benefactor is the convict Magwitch, who reveals he has risked his life to make Pip a gentleman?", "options": ["A dog", "A horse", "A bird", "A cat", "A sheep"], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Video Captioning", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 6677.712708, "attack_pct": 0.1505260100684135, "license": "CC-BY-NC-SA-4.0", "selection_order": 7965, "video": "videos/88b56cb4d9867ba7ba3b35471b2cd6821889ea5264c6b0bb07aa5e17ad6922f6.mp4", "video_id": "88b56cb4d9867ba7ba3b35471b2cd6821889ea5264c6b0bb07aa5e17ad6922f6"}
{"item_id": "TemporalBench_11962", "benchmark": "TemporalBench", "question": "Which caption best describes this video?", "options": ["The gymnast performs the following actions: 180 degree separation of thighs; Ring position (rear foot at head height, body arched and head dropped backward); leap; With leg change; With turn. The gymnast performs the following actions: giant circle; circle backward; with turn before handstand phase; Either 1 turn or hop 1 turn; Hop 1 turn.", "The gymnast performs the following actions: With turn; Ring position (rear foot at head height, body arched and head dropped backward); With leg change; leap; 180 degree separation of thighs. The gymnast performs the following actions: giant circle; circle backward; with turn before handstand phase; Either 1 turn or hop 1 turn; Hop 1 turn."], "answer": "A", "answer_idx": 0, "n_options": 2, "chance": 0.5, "capability": "knowledge", "task_class": "_none", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 633.96, "attack_pct": 0.5150219439783141, "license": "unknown", "selection_order": 7971, "video": "videos/17e70a55a49ed3711c8ebc35e8fb94a60976783720c82f84c1cbea7d8744710e.mp4", "video_id": "17e70a55a49ed3711c8ebc35e8fb94a60976783720c82f84c1cbea7d8744710e"}
{"item_id": "HLV-1K_3472", "benchmark": "HLV-1K", "question": "What happens after the scene featuring a man standing on the shoreline, partially immersed in shallow water, facing the horizon under a bright, overcast sky during sunrise or sunset in Ecuador?", "options": ["The scene transitions to a broad aerial view of a coastal region, highlighting an airplane flying over the ocean and rugged terrains.", "The scene transitions to a bustling outdoor market or street where a boy in a blue striped shirt and floral shorts crouches near a container filled with seafood.", "The scene transitions to a serene coastal scene during early evening or late afternoon, where calm waters meet the horizon with a rugged landform extending from the left.", "The scene transitions to a busy, outdoor market or street where a boy in a blue striped shirt and floral shorts crouches near a container filled with seafood."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal-relationship", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 8230.707664, "attack_pct": 0.744062217632632, "license": "MIT", "selection_order": 7972, "video": "videos/5f2ca8a57fc6289bf709b22caf513e980f027d704976bfa86efae33f0f8bea4f.mp4", "video_id": "5f2ca8a57fc6289bf709b22caf513e980f027d704976bfa86efae33f0f8bea4f"}
{"item_id": "Video-MME-v2_1809", "benchmark": "Video-MME-v2", "question": "What are the key characteristics of LLMs?", "options": ["The two key characteristics of Large Language Models (LLMs) are their massive scale and in-context learning capability: on one hand, they possess billions or even more parameters and are trained on vast amounts of text data, enabling them to capture rich linguistic patterns and world knowledge; on the other hand, they exhibit \"emergent abilities,\" allowing them to perform new tasks-such as reasoning, question answering, and text generation-without explicit fine-tuning, simply by leveraging a few examples or instructions provided in the prompt (i.e., in-context learning), which grants them strong generalization and practical utility.", "Highly sensitive to instruction patterns.", "Provide answers based on our prompts and not access to private data.", "LLMs are characterized by their massive scale in parameters and data, which enables emergent abilities like complex reasoning and in-context learning through a Transformer-based architecture.", "LLMs have a massive number of parameters and can answer questions based on responses.", "Allows for slight logical shifts during reasoning.", "Although centered on language, they can quickly adapt to modalities such as vision and speech.", "Emergent Abilities: When a model's scale surpasses a critical threshold, a qualitative leap occurs due to quantitative accumulation, leading to a sudden \"intelligence explosion\" that enables the model to handle complex reasoning and previously unseen tasks. Generalization: Through in-context learning, the model can rapidly adapt to entirely new problems across diverse domains without requiring task-specific retraining, relying olely on prompt-based instructions."], "answer": "C", "answer_idx": 2, "n_options": 8, "chance": 0.125, "capability": "long_video", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 609.0, "attack_pct": 0.2805440815799664, "license": "MIT", "selection_order": 7978, "video": "videos/c1b35aa650e059c21e3ab5289fd4a81de4903d517e9e48050acd3b049c38266a.mp4", "video_id": "c1b35aa650e059c21e3ab5289fd4a81de4903d517e9e48050acd3b049c38266a"}
{"item_id": "HLV-1K_9725", "benchmark": "HLV-1K", "question": "How does the camera movement change from the lively indoor scene to the domestic kitchen setting in the event from 1791.0 to 1896.0 seconds?", "options": ["The camera moves backward to capture the entire room.", "The camera zooms in to focus on the details of the kitchen appliances.", "The camera pans left to right to show the transition between scenes.", "The camera remains stationary throughout the event."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "camera-direction", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2644.776054, "attack_pct": 0.4877533238673034, "license": "MIT", "selection_order": 7979, "video": "videos/530dbaf3e4f5ad0a6724cb5ce6941f611dd370604be2478ba5f12d4c5b25dc68.mp4", "video_id": "530dbaf3e4f5ad0a6724cb5ce6941f611dd370604be2478ba5f12d4c5b25dc68"}
{"item_id": "StreamingBench_1688", "benchmark": "StreamingBench", "question": "What are the three people in the video doing now?", "options": ["Standing quietly.", "Deployed a tripwire next to the van.", "Talking to each other.", "Interacted with another character in the background."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Action Perception", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 639.205233, "attack_pct": 0.4120788692397057, "license": "unknown", "selection_order": 7985, "video": "videos/cbf4c5fabbf1530a0138a9be2a578cb59816d4f3af44019736784056a63a88f3.mp4", "video_id": "cbf4c5fabbf1530a0138a9be2a578cb59816d4f3af44019736784056a63a88f3"}
{"item_id": "HLV-1K_1218", "benchmark": "HLV-1K", "question": "Which participant in 'The Daily Show with Trevor Noah' virtual discussion setup appears to be speaking the fastest?", "options": ["The man in the home office setting.", "The woman in the green top.", "The woman in the blue top.", "The woman in the striped shirt."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "speed", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2207.381769, "attack_pct": 0.7445462759777979, "license": "MIT", "selection_order": 7986, "video": "videos/e616a2c1538636039c1d55a6d4f4ccf90be0f6d9997ba81690e0bdc9a4e0c10a.mp4", "video_id": "e616a2c1538636039c1d55a6d4f4ccf90be0f6d9997ba81690e0bdc9a4e0c10a"}
{"item_id": "MME-VideoOCR_667", "benchmark": "MME-VideoOCR", "question": "In the video, the vlogger browses a product page for UGG sneakers. Which of the following statements is correct?", "options": ["The UGG shoes shown from Dolls Kill are priced at $150.", "The UGG shoes are listed for $129 at Macy's.", "The product listing was uploaded by a user named Sienna, who has 19 followers.", "The vlogger viewed a black mesh pair of UGGs in size 8."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Robust_Video_Testing/long_video", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 978.923515, "attack_pct": 0.5799422357041435, "license": "CC-BY-NC-4.0", "selection_order": 7992, "video": "videos/08af69d3a974f9ac1b32421fa3ba8e1f73f0abb87c23a37bb3738f2e5189998f.mp4", "video_id": "08af69d3a974f9ac1b32421fa3ba8e1f73f0abb87c23a37bb3738f2e5189998f"}
{"item_id": "ALLVB_3868", "benchmark": "ALLVB", "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, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Action Recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 6005.76, "attack_pct": 0.1527204078998321, "license": "CC-BY-NC-SA-4.0", "selection_order": 7993, "video": "videos/9f98fd90c233785060871b0c27756e2b35361e693205c33dec1ccfdaeef3d5b4.mp4", "video_id": "9f98fd90c233785060871b0c27756e2b35361e693205c33dec1ccfdaeef3d5b4"}
{"item_id": "MLVU_1934", "benchmark": "MLVU", "question": "Arrange the following events from the video in the correct chronological order: (1)The camera focuses on an older man's face; (2)The two children dance together; (3)The camera focuses on a bug on the wall; (4)The two children interact with each other in a cluttered room.\n(A) 4->3->2->1\n(B) 1->4->3->2\n(C) 4->1->2->3\n(D) 1->2->3->4\n", "options": ["4->3->2->1", "1->4->3->2", "4->1->2->3", "1->2->3->4"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "order", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 685.985986, "attack_pct": 0.8792193752420292, "license": "CC-BY-NC-SA-4.0", "selection_order": 7999, "video": "videos/15b922cd5aa0c929be74d7f92663a2844a46b8ad27568a48921d100fc7bdedae.mp4", "video_id": "15b922cd5aa0c929be74d7f92663a2844a46b8ad27568a48921d100fc7bdedae"}
{"item_id": "HLV-1K_3034", "benchmark": "HLV-1K", "question": "What happens after the scene captures a close-up of a heavily wrapped object on a blue surface with shipping labels and part of a person's hand?", "options": ["The scene shifts to an indoor setting on a green floor with a blue mat laid out.", "The focus moves to a close-up of a person's hand holding a transparent plastic package containing various items.", "The scene captures a man standing under a shelter with a corrugated metal roof in a rural environment.", "The scene shows a person handling a bundle of leaves or dried plant material."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal-relationship", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2455.185125, "attack_pct": 0.7462566154640506, "license": "MIT", "selection_order": 8000, "video": "videos/e81cc9985b84036adcdbeea8c36e9299f9242ed47adc1c33e23790369bd9d80a.mp4", "video_id": "e81cc9985b84036adcdbeea8c36e9299f9242ed47adc1c33e23790369bd9d80a"}
{"item_id": "HLV-1K_7022", "benchmark": "HLV-1K", "question": "Which character is depicted as moving faster in the video from 32.0 to 1837.0 seconds?", "options": ["The young boy engaging with the party setup.", "The adults decorating the room.", "The child peeking through the playhouse window.", "The boy playing with a toy truck on the beach."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "speed", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 1858.130431, "attack_pct": 0.5006373434878018, "license": "MIT", "selection_order": 8007, "video": "videos/92a751b73faed93dae0113d5b8cbd923cfeed2ac3fd3273665aac7a0ebb35c0f.mp4", "video_id": "92a751b73faed93dae0113d5b8cbd923cfeed2ac3fd3273665aac7a0ebb35c0f"}
{"item_id": "MLVU_2", "benchmark": "MLVU", "question": "Where is the senior businessman having a serious conversation on the cell phone?\n(A) By the sea shore\n(B) In a park\n(C) In his office\n(D) At a restaurant\n", "options": ["By the sea shore", "In a park", "In his office", "At a restaurant"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "needle", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 622.022022, "attack_pct": 0.3163079256486382, "license": "CC-BY-NC-SA-4.0", "selection_order": 8013, "video": "videos/e5dcf723d45751ae4e93d7e93d0ed6e34b3f66ec68a4ea71b597c43e3d3514e6.mp4", "video_id": "e5dcf723d45751ae4e93d7e93d0ed6e34b3f66ec68a4ea71b597c43e3d3514e6"}
{"item_id": "HLV-1K_2973", "benchmark": "HLV-1K", "question": "What is the user handle of the person who posted the tweet displayed in the video frame at 2283.0 seconds?", "options": ["@StephanieeeeeJ.", "@NASA.", "@AskNasa.", "@Astronaut."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "character-understanding", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3464.997732, "attack_pct": 0.7566880728023752, "license": "MIT", "selection_order": 8014, "video": "videos/7d336c13a0102ac565f95b527bcbd8a8c60e285a4de233f4ffe8c7bd8b5581a1.mp4", "video_id": "7d336c13a0102ac565f95b527bcbd8a8c60e285a4de233f4ffe8c7bd8b5581a1"}
{"item_id": "MME-VideoOCR_641", "benchmark": "MME-VideoOCR", "question": "What is the text on the tail of the red plane at Tibidabo amusement park?", "options": ["T1", "TIBIDABO", "TL", "11"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Robust_Video_Testing/long_video", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 1296.388571, "attack_pct": 0.6890005808700141, "license": "CC-BY-NC-4.0", "selection_order": 8020, "video": "videos/45f64a432c1a04462e09f907632f3f878147d7b78e82c07edc382d8c7acd46a0.mp4", "video_id": "45f64a432c1a04462e09f907632f3f878147d7b78e82c07edc382d8c7acd46a0"}
{"item_id": "VideoKR_1709", "benchmark": "VideoKR", "question": "At around 05:45, which layer in the illustrated stack originates from the gas‑phase growth step?", "options": ["The grey band", "The green band", "The yellow band", "The purple band"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "_none", "scene_type": "science_experiment_lab", "duration_group": "10-30min", "duration_s": 892.394667, "attack_pct": 0.8388650445333677, "license": "Apache-2.0", "selection_order": 8027, "video": "videos/f60c9fd85c530be3fa05fa842f72b00ecea88760b27599df3f60c337c9ad60c3.mp4", "video_id": "f60c9fd85c530be3fa05fa842f72b00ecea88760b27599df3f60c337c9ad60c3"}
{"item_id": "HLV-1K_6635", "benchmark": "HLV-1K", "question": "During the video event from 1537.0 to 1590.0 seconds, which scene transition occurs more quickly?", "options": ["From the beach scene to the indoor interview segment.", "From the indoor interview segment to the outdoor glamorous dress scene.", "From the outdoor glamorous dress scene to the cozy indoor environment.", "From the cozy indoor environment to the structured indoor setting."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "speed", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 1918.664853, "attack_pct": 0.7588744029947077, "license": "MIT", "selection_order": 8028, "video": "videos/dfe6240398fe5dde7e18e8ca4462edfee0b9a95e541b535bd2f39716920a31bc.mp4", "video_id": "dfe6240398fe5dde7e18e8ca4462edfee0b9a95e541b535bd2f39716920a31bc"}
{"item_id": "LongVideo-Reason-eval_642", "benchmark": "LongVideo-Reason-eval", "question": "What is the correct chronological sequence of the bags the man is seen carrying throughout the video?\nB. Gray backpack → Black backpack → Camouflage bag → \"ANGRY GRUMPY\" suitcase", "options": ["A. Gray backpack → Camouflage bag → \"ANGRY GRUMPY\" suitcase → Black backpack", "C. No other order aligns with the timestamps.", "D. Camouflage bag → Gray backpack → \"ANGRY GRUMPY\" suitcase → Black backpack"], "answer": "C", "answer_idx": 2, "n_options": 3, "chance": 0.333333, "capability": "temporal", "task_class": "temporal", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 1190.487075, "attack_pct": 0.8452142764941267, "license": "Apache-2.0", "selection_order": 8034, "video": "videos/6ed3889d58097dfbcfd3d4b1dc734b8bd725859fd2b61695910a8e65c258c624.mp4", "video_id": "6ed3889d58097dfbcfd3d4b1dc734b8bd725859fd2b61695910a8e65c258c624"}
{"item_id": "HLV-1K_7701", "benchmark": "HLV-1K", "question": "What happens after the character in a purple outfit interacts with the spillage from a large pan of red liquid on a green lawn near a wooden fence in the first event (519.0 to 580.0 seconds)?", "options": ["The scene transitions to a lush, forested area with an elephant and large trees.", "A picturesque garden scene is depicted with various flowers, green vegetable plants bearing tomatoes and cucumbers.", "The interior of a rustic wooden structure is shown, with details such as a patterned wallpaper and wooden steps.", "A lively woodland scene with a girl in a purple outfit, two rabbits, two hedgehogs, and two squirrels near a broken fence gate is depicted."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal-relationship", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 1910.979048, "attack_pct": 0.5155947463534272, "license": "MIT", "selection_order": 8035, "video": "videos/f003e5fd269c1ce4dcfa740970b9fff4d06b3a7cf344c608f9d6dac523020c97.mp4", "video_id": "f003e5fd269c1ce4dcfa740970b9fff4d06b3a7cf344c608f9d6dac523020c97"}
{"item_id": "StreamingBench_1161", "benchmark": "StreamingBench", "question": "What is located on the left side of the road while the cyclists are passing right now?", "options": ["A coffee shop.", "A National Championships banner.", "A grocery store.", "A bank."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "Spatial Understanding", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 607.089817, "attack_pct": 0.5357638440686717, "license": "unknown", "selection_order": 8041, "video": "videos/c73d92df88777bc36fbb593fbc9975bc4aabf64da5c70c67036f23db76a4b0f4.mp4", "video_id": "c73d92df88777bc36fbb593fbc9975bc4aabf64da5c70c67036f23db76a4b0f4"}
{"item_id": "HLV-1K_4831", "benchmark": "HLV-1K", "question": "What does the man do after interacting with the tiger through the bars of a metal enclosure in the segment from 944.0 to 1009.0 seconds?", "options": ["He stands in an outdoor location near a gated entrance and potted plants.", "He interacts with another individual inside an indoor setting with structural and industrial elements.", "He approaches a fenced enclosure adjacent to a residential structure with ornate wrought-iron gates.", "He stands near a decorative gate leading to an outside area, by a doorway."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal-relationship", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 1844.987937, "attack_pct": 0.7781318574932232, "license": "MIT", "selection_order": 8042, "video": "videos/936905e7ee3f295a7c110405d56e97d25d280b950e7d144c9cfb7c93f9a15525.mp4", "video_id": "936905e7ee3f295a7c110405d56e97d25d280b950e7d144c9cfb7c93f9a15525"}
{"item_id": "TimeScope_221", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["tangerine, ugli, apple", "tangerine, strawberry, apple", "raspberry, honeydew, kiwi", "papaya, raspberry, apple", "strawberry, apple, raspberry", "orange, apple, papaya"], "answer": "B", "answer_idx": 1, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 1200.0, "attack_pct": 0.7816251452175036, "license": "unknown", "selection_order": 8048, "video": "videos/c46af840928dabead642b79c9de37af9f7a6feec267c8559cfd23d6b0d366dd3.mp4", "video_id": "c46af840928dabead642b79c9de37af9f7a6feec267c8559cfd23d6b0d366dd3"}
{"item_id": "MMWorld_1519", "benchmark": "MMWorld", "question": "Which Bells of Wakening is easier to get and why?", "options": ["The upper one because it is shorted.", "The upper one because there are lots of attacks in the lower one.", "The lower one because there are lots of attacks in the upper one.", "The lower one becasue the NPC has implied that."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Game", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 1246.238186, "attack_pct": 0.8147428036659352, "license": "unknown", "selection_order": 8055, "video": "videos/45b916c26de43738fc70bbab9a41f41aaeb034d5ee206b6a5a6418bf252b2ac4.mp4", "video_id": "45b916c26de43738fc70bbab9a41f41aaeb034d5ee206b6a5a6418bf252b2ac4"}
{"item_id": "HLV-1K_5700", "benchmark": "HLV-1K", "question": "Where is the boy with a basket located in the video event from 5.0 to 8291.0 seconds?", "options": ["Near a serene lake with towering mountains and cacti-like plants.", "In a bustling outdoor marketplace at night.", "In a vibrant market or lively food setting.", "In a snowy mountainous landscape."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "spatial-relationship", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 8299.229751, "attack_pct": 0.7817058216083645, "license": "MIT", "selection_order": 8056, "video": "videos/141ebe7be522bb948e49649f7fb770da2ec7fb6e091176eb9ce9877755db136b.mp4", "video_id": "141ebe7be522bb948e49649f7fb770da2ec7fb6e091176eb9ce9877755db136b"}
{"item_id": "OVO-S-Bench_1228", "benchmark": "OVO-S-Bench", "question": "(Question asked at 146.0 s into the video; 'current' refers to that moment.) Compared with the last time you passed through this scene, are there any additional objects this time? If so, what are the extra objects?", "options": ["no additional objects", "a cup", "Pikachu", "a calico cat"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "3.2.1", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1239.0, "attack_pct": 0.2499435265263973, "license": "unknown", "selection_order": 8062, "video": "videos/43912eae723660e2fd2596b73762bb730cc27c14615214e8de57451dc844ae2b.mp4", "video_id": "43912eae723660e2fd2596b73762bb730cc27c14615214e8de57451dc844ae2b"}
{"item_id": "HLV-1K_9874", "benchmark": "HLV-1K", "question": "What is the large blue canine character wearing at the 41.0-second mark of the video?", "options": ["A red hat and a stylish outfit.", "An orange hat and a dark jacket.", "A purple bow tie and a dark jacket.", "A green hat and a casual outfit."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object understanding", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2439.000816, "attack_pct": 0.5220004517877889, "license": "MIT", "selection_order": 8063, "video": "videos/6940a56061e48640864f8fa9fd44150addb527e2e02c9c5a2bae93a18272b8a0.mp4", "video_id": "6940a56061e48640864f8fa9fd44150addb527e2e02c9c5a2bae93a18272b8a0"}
{"item_id": "Video-MME-v2_880", "benchmark": "Video-MME-v2", "question": "What is depicted in the frame when the narrator states \"The time of waiting was over,\"?", "options": ["Three lions are fighting fiercely in a wooded area.", "A male lion is walking across dry, wind-swept grass.", "It shows the head silhouettes of three male lions, looking out over the dusty dark green grassland.", "A group of lions is starting to chase their prey.", "Four male lions are walking together through dry, bushy terrain.", "A male lion is walking alone across a vast, dry plain.", "A male lion and two lionesses are walking side by side.", "Two male lions are walking together through tall grass."], "answer": "H", "answer_idx": 7, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 1012.167937, "attack_pct": 0.6136891700012909, "license": "MIT", "selection_order": 8069, "video": "videos/a2603290c32524c15d4e13b602e06ba2b896e05ba0dd64d2d5c5c8e051bc24ab.mp4", "video_id": "a2603290c32524c15d4e13b602e06ba2b896e05ba0dd64d2d5c5c8e051bc24ab"}
{"item_id": "HLV-1K_8483", "benchmark": "HLV-1K", "question": "What is the title of the open folder displayed from 21.0 to 33.0 seconds?", "options": ["Principales Sospechosos.", "Sígueme el Viaje.", "RAPOSDIA.", "RPM."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "scene-understanding", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 5669.244807, "attack_pct": 0.8033109590809345, "license": "MIT", "selection_order": 8070, "video": "videos/3aec44b364122569590bb7e10e5a87126120410786101ca1063b4d3781e51a34.mp4", "video_id": "3aec44b364122569590bb7e10e5a87126120410786101ca1063b4d3781e51a34"}
{"item_id": "Video-MME_1521", "benchmark": "Video-MME", "question": "Based on the video, what is the order in which the host tastes the sandwiches made by the contestants?\n(1) Owen; (2) Salt Hank; (3) Albert", "options": ["(1)(3)(2).", "(2)(3)(1).", "(3)(2)(1).", "(1)(2)(3)."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Temporal Reasoning", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 773.642449, "attack_pct": 0.6249838647218278, "license": "unknown", "selection_order": 8076, "video": "videos/a27789a743cf0d24f4851261b4f2ff8457fdff89058937da05b2f2a003d8633c.mp4", "video_id": "a27789a743cf0d24f4851261b4f2ff8457fdff89058937da05b2f2a003d8633c"}
{"item_id": "StreamingBench_1419", "benchmark": "StreamingBench", "question": "Why does Mr. Bean look tired or exhausted?", "options": ["Because he had to run around the supermarket to find items.", "Because he lost the competition in the supermarket.", "Because he stayed up all night preparing for the competition.", "Because he had to carry heavy bags out of the supermarket."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Causal Reasoning", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 614.36, "attack_pct": 0.2252888214792823, "license": "unknown", "selection_order": 8083, "video": "videos/9f6bbdedffa7d1f91b5359a7432545204e126bea8b9d5322fd02e852bb5ea161.mp4", "video_id": "9f6bbdedffa7d1f91b5359a7432545204e126bea8b9d5322fd02e852bb5ea161"}
{"item_id": "HLV-1K_3593", "benchmark": "HLV-1K", "question": "In the podcast recording studio setting from 34.0 to 8044.0 seconds, which direction is the skateboard labeled 'THE POPE/SLAYER' facing relative to the person wearing a skeleton-patterned hoodie?", "options": ["To the left of the person.", "To the right of the person.", "In front of the person.", "Behind the person."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object-direction", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 8046.619864, "attack_pct": 0.8048196075900349, "license": "MIT", "selection_order": 8084, "video": "videos/a801117d8f9e32d0d6890931caf0e896a702bfa8de1fe23cfff0e5805e33d877.mp4", "video_id": "a801117d8f9e32d0d6890931caf0e896a702bfa8de1fe23cfff0e5805e33d877"}
{"item_id": "ViMUL-Bench_5170", "benchmark": "ViMUL-Bench", "question": "Сколько раз на видео показано разделение частей ракеты?", "options": ["3", "4", "1", "2"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "_none", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 881.499138, "attack_pct": 0.5444123531689686, "license": "CC-BY-SA-4.0", "selection_order": 8090, "video": "videos/7f112f88bac9fa6fdab9d243228efff8a2115c227c09d0835373bcf2da0ea91d.mp4", "video_id": "7f112f88bac9fa6fdab9d243228efff8a2115c227c09d0835373bcf2da0ea91d"}
{"item_id": "HLV-1K_10143", "benchmark": "HLV-1K", "question": "Where does the scene at 545.0 seconds take place?", "options": ["In a kitchen.", "In a bathroom.", "In a living room.", "In a dining room."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "descriptive-scene", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2499.186939, "attack_pct": 0.5282690073576869, "license": "MIT", "selection_order": 8091, "video": "videos/e7f8cf9f29c4f74ac1cf059d9b2390e4444b5a870901c043e9e9172a19d42743.mp4", "video_id": "e7f8cf9f29c4f74ac1cf059d9b2390e4444b5a870901c043e9e9172a19d42743"}
{"item_id": "Video-MME-v2_2340", "benchmark": "Video-MME-v2", "question": "In Experiment #6, what primary scene transformation and attribute change was observed on the water's surface?", "options": ["A layer of mist enveloped the water's surface.", "The water in that area completely evaporated, exposing the pool bottom.", "The introduction of a dye transformed the water's homogeneity, changing the surface color attribute from clear to a specific hue.", "The water underwent a phase transition into ice, transforming the scene's state and changing the surface attribute from fluid to rigid.", "The water surface caught fire, burning with bright blue flames.", "The intense heating caused a boiling transformation, changing the surface attribute from calm to turbulent with rising steam.", "A violent explosion occurred, splashing a large amount of water out of the pool.", "The impact of a falling object transformed the scene by creating concentric ripples, changing the surface attribute from smooth to distorted."], "answer": "A", "answer_idx": 0, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "science_experiment_lab", "duration_group": "10-30min", "duration_s": 628.156372, "attack_pct": 0.6443623338066349, "license": "MIT", "selection_order": 8097, "video": "videos/1e38cccf81f8b6f55dea57a1808396f8e5eabec315e052d93512b76250d72e56.mp4", "video_id": "1e38cccf81f8b6f55dea57a1808396f8e5eabec315e052d93512b76250d72e56"}
{"item_id": "HLV-1K_8342", "benchmark": "HLV-1K", "question": "How does the camera move during the event from 115.0 to 2007.0 seconds?", "options": ["The camera moves closer to the speakers.", "The camera moves away from the speakers.", "The camera remains stationary.", "The camera moves around the room."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "camera-direction", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2023.642268, "attack_pct": 0.8048196075900349, "license": "MIT", "selection_order": 8098, "video": "videos/be77dbef421947ed1d85efa3fdc7635302e2884cb765db17b627e7a2e43b55df.mp4", "video_id": "be77dbef421947ed1d85efa3fdc7635302e2884cb765db17b627e7a2e43b55df"}
{"item_id": "LongVideoBench_716", "benchmark": "LongVideoBench", "question": "Sitting in the driver's seat of a car, there is a blonde woman wearing a red top and a necklace. Her left hand is placed on her chest. What is she doing?", "options": ["She is placing her left hand on her forehead", "She is making a 'yeah' gesture with her left hand", "Her left hand is clenched in a fist on her chest", "She is holding a phone in her right hand"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "S2E", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 1059.48, "attack_pct": 0.5285433070866141, "license": "CC-BY-NC-SA-4.0", "selection_order": 8104, "video": "videos/7542b52d57cc7b14726bcd0946386d424c85dc2352b7bf348b4b7333cdedbbeb.mp4", "video_id": "7542b52d57cc7b14726bcd0946386d424c85dc2352b7bf348b4b7333cdedbbeb"}
{"item_id": "Video-MME_1341", "benchmark": "Video-MME", "question": "In the first game, what color does the second losing player represent?", "options": ["Blue.", "Green.", "Red.", "Yellow."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Attribute Perception", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 726.413061, "attack_pct": 0.7345424035110365, "license": "unknown", "selection_order": 8111, "video": "videos/a25000b876a2fc9d3e30f470737a2339e3d94a6e79bcd3d8c79761f40259cee4.mp4", "video_id": "a25000b876a2fc9d3e30f470737a2339e3d94a6e79bcd3d8c79761f40259cee4"}
{"item_id": "HLV-1K_8297", "benchmark": "HLV-1K", "question": "In which direction did the camera move relative to the central figure during the press conference from 1.0 to 1832.0 seconds?", "options": ["The camera moved from left to right.", "The camera moved from right to left.", "The camera moved from front to back.", "The camera moved from back to front."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object-direction", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 1858.827029, "attack_pct": 0.8083532335097457, "license": "MIT", "selection_order": 8112, "video": "videos/33e8cb7cc076ca2db2aaa42d5375b86d13ba9a614dae8ea78609f4657e8ec63f.mp4", "video_id": "33e8cb7cc076ca2db2aaa42d5375b86d13ba9a614dae8ea78609f4657e8ec63f"}
{"item_id": "VideoEval-Pro_320", "benchmark": "VideoEval-Pro", "question": "The main character of the video is observing the surface of the moon when he notices a straight line, what is it?", "options": ["Lunar Ridge.", "Collapsed lava tubes.", "Rift valley systems.", "Scratch marks."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 664.926621, "attack_pct": 0.9006550922937911, "license": "unknown", "selection_order": 8118, "video": "videos/8f3c05d5aa84c8147269e6fc0d8e9d15ce2669bd18ebe5c5444ea9c50adb1467.mp4", "video_id": "8f3c05d5aa84c8147269e6fc0d8e9d15ce2669bd18ebe5c5444ea9c50adb1467"}
{"item_id": "HLV-1K_9523", "benchmark": "HLV-1K", "question": "What was the setting of the scene before the characters were seen in a classroom with toys and colorful posters?", "options": ["A room with wooden paneling and a door with a vertical window.", "A school hallway with green lockers.", "A dimly lit room with a skeletal character clasping its hands.", "A library with wooden doors, windows, and bookshelves."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal-relationship", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 4457.232834, "attack_pct": 0.5407254421066219, "license": "MIT", "selection_order": 8119, "video": "videos/80af116b59bf26dccea388d2987e4528cf44bc1201833e590a438d5ae3089890.mp4", "video_id": "80af116b59bf26dccea388d2987e4528cf44bc1201833e590a438d5ae3089890"}
{"item_id": "HLV-1K_9381", "benchmark": "HLV-1K", "question": "What is the individual wearing at 423.0 seconds into the video?", "options": ["A light purple hat and dark clothing.", "A red hat and white clothing.", "A blue hat and yellow clothing.", "A green hat and black clothing."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object understanding", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 1851.071565, "attack_pct": 0.8087162772686202, "license": "MIT", "selection_order": 8126, "video": "videos/f3aaae47198f3fd1efc0c814e8e3b1f4433baae70aa55af8dcccfbbef8e61965.mp4", "video_id": "f3aaae47198f3fd1efc0c814e8e3b1f4433baae70aa55af8dcccfbbef8e61965"}
{"item_id": "ALLVB_21358", "benchmark": "ALLVB", "question": "How does Mendez's character develop from the beginning of the Tehran street demonstration to the intense preparation session with the Houseguests?", "options": ["From uncertain to decisively leading the escape plan", "From a background observer to an active participant in the conflict", "From a passive driver to a proactive strategist", "From a diplomatic negotiator to a hands-on leader", "From a cautious planner to a risk-taking operative"], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Scene Recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 7222.298417, "attack_pct": 0.1677020136827159, "license": "CC-BY-NC-SA-4.0", "selection_order": 8133, "video": "videos/ecf7627d68c2aa41d96cc3b17535ed845ba5a7b77ae8e0b173c535265638fc44.mp4", "video_id": "ecf7627d68c2aa41d96cc3b17535ed845ba5a7b77ae8e0b173c535265638fc44"}
{"item_id": "K9-Bench_2661", "benchmark": "K9-Bench", "question": "What specific observable behaviors does an adult pug display during its interaction with a puppy immediately after the puppy enters the main dog area?", "options": ["Adult pug approaches puppy with wagging tail, tilted head, and licks on muzzle", "Adult pug approaches puppy with wagging tail, head turn, and gentle sniffs", "Adult pug approaches puppy with wagging tail, relaxed stance, and neck nuzzles", "Adult pug approaches puppy with wagging tail, low body crouch, and soft whine", "Adult pug approaches puppy with wagging tail, lowered head, and face nudges"], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "interaction analysis", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 719.029116, "attack_pct": 0.4411788434232606, "license": "CC-BY-NC-4.0", "selection_order": 8139, "video": "videos/dc6538fffc1801e501cfef1bf66f22fb959e2c327b250fda0aeaf38515bba259.mp4", "video_id": "dc6538fffc1801e501cfef1bf66f22fb959e2c327b250fda0aeaf38515bba259"}
{"item_id": "HLV-1K_7948", "benchmark": "HLV-1K", "question": "Which event happens faster in the video from 364.0 to 8905.0 seconds?", "options": ["The animated scene featuring a vehicle on a road cutting through a green landscape.", "The transition to a prominently displayed poster featuring a hat with red horns.", "The lively discussion or podcast session with six men seated around a table.", "The scene where one of the men starts playing a guitar while others actively participate in the conversation."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "speed", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 8907.592562, "attack_pct": 0.8101765199432038, "license": "MIT", "selection_order": 8140, "video": "videos/34833bde1b1d722c6c93931a14b07205aadc199724105a268e3a0e38a8bb5f46.mp4", "video_id": "34833bde1b1d722c6c93931a14b07205aadc199724105a268e3a0e38a8bb5f46"}
{"item_id": "Video-MME-v2_1203", "benchmark": "Video-MME-v2", "question": "What is being shown in the video when the blogger says \"now, to make them just a little more elevated,\"?", "options": ["She is taking out a jar of seasoning.", "She puts a few small pieces of butter into the prepared gravy and stirs with a whisk to melt them.", "She is holding and showing a plate of bread.", "She is using a can opener to open the seasoning.", "She is pouring a cup of cold water into a pot containing seasoning powder and stirring with a whisk.", "She picks up a small pinch of chopped fresh thyme and sprinkles it into the prepared gravy.", "She is holding and showing a small packet of brown turkey gravy seasoning powder.", "She is using a fine mesh strainer to filter the roasted turkey gravy."], "answer": "C", "answer_idx": 2, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 1126.934059, "attack_pct": 0.3979927713953788, "license": "MIT", "selection_order": 8146, "video": "videos/b6065728eae03f784e4ff5010329f66ddbf738877ae61692fdb1f65f351cb8d4.mp4", "video_id": "b6065728eae03f784e4ff5010329f66ddbf738877ae61692fdb1f65f351cb8d4"}
{"item_id": "HLV-1K_9784", "benchmark": "HLV-1K", "question": "What happens after the scene transitions to an indoor environment with two men, one seated holding a mobile phone and another standing behind him, from the time of 3855.0 to 3934.0 seconds?", "options": ["The event concludes outside at night with two men, one standing and the other crouching, in an urban backdrop.", "The scene shifts to a close-up of a man inside a relatively dark environment.", "A group of men standing closely together during nighttime or in a poorly lit area is shown.", "The scene remains indoors with the two men continuing their activities."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal-relationship", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 10032.297506, "attack_pct": 0.5513343875048405, "license": "MIT", "selection_order": 8147, "video": "videos/19f7348037ccff539875b896ceb09bdb39ac7fbe658697628fe7522383e265c3.mp4", "video_id": "19f7348037ccff539875b896ceb09bdb39ac7fbe658697628fe7522383e265c3"}
{"item_id": "LongVideo-Reason-eval_518", "benchmark": "LongVideo-Reason-eval", "question": "Which two non-consecutive time intervals both feature scenes of John Wick engaged in combat within a transportation-related setting?", "options": ["0:00:00-0:00:10 and 0:03:40-0:03:50", "0:00:20-0:00:30 and 0:05:40-0:05:50", "0:01:10-0:01:20 and 0:07:10-0:07:20", "0:02:20-0:02:30 and 0:09:00-0:09:10"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "plot", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 639.454331, "attack_pct": 0.8019071898799536, "license": "Apache-2.0", "selection_order": 8153, "video": "videos/9050fd3f3a517705f031ca8298240eab0a67343b4de0438c6c3a1ca84ff499a3.mp4", "video_id": "9050fd3f3a517705f031ca8298240eab0a67343b4de0438c6c3a1ca84ff499a3"}
{"item_id": "HLV-1K_3223", "benchmark": "HLV-1K", "question": "What is the background color and text displayed at 4934.0 seconds in the video event from 4846.0 to 4966.0 seconds?", "options": ["A dark background with 'LOKILLO PRESENTA: DEJEN EL SHOW'.", "A bright red background with the bold text 'HOME LA'.", "A deep blue starry sky with a red rectangular marquee.", "An orange background with 'YOME LASE' in bold white font."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "scene-understanding", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 7926.526259, "attack_pct": 0.8119433329030592, "license": "MIT", "selection_order": 8154, "video": "videos/fb42a11905a59b3f8620b50cadd0bbaf493cd7428987a54b5c37b47f6ea7a74f.mp4", "video_id": "fb42a11905a59b3f8620b50cadd0bbaf493cd7428987a54b5c37b47f6ea7a74f"}
{"item_id": "Video-MME_995", "benchmark": "Video-MME", "question": "Why does the price of apples go up in the video?", "options": ["There is excess liquidity in the market.", "Good sales.", "For profiteering.", "The apples don't sell."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Object Reasoning", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 606.273016, "attack_pct": 0.6169726991093326, "license": "unknown", "selection_order": 8160, "video": "videos/992d66b83d9b9ee9468fda26267198a4b2fe320324375db99baf74e425cb8713.mp4", "video_id": "992d66b83d9b9ee9468fda26267198a4b2fe320324375db99baf74e425cb8713"}
{"item_id": "SciVideoBench_256", "benchmark": "SciVideoBench", "question": "What experimental artifact is the researcher avoiding with the handling technique shown at 10:55?", "options": ["Tube rolling off the table during the experiment", "Food degradation from exposure to air", "Fly escaping from the tube if not sealed properly", "Fly sticking to the food before waking", "Incorrect temperature readings from the tube sensor", "Fly falling asleep prematurely from anesthesia overdose", "Vibration affecting fly movement measurements", "Misinterpretation of fly activity due to tube orientation", "Condensation forming inside the tube", "Fly overheating due to direct sunlight"], "answer": "D", "answer_idx": 3, "n_options": 10, "chance": 0.1, "capability": "knowledge", "task_class": "Biology", "scene_type": "science_experiment_lab", "duration_group": "10-30min", "duration_s": 1088.192, "attack_pct": 0.5611365689944494, "license": "custom", "selection_order": 8167, "video": "videos/b54cec0521147a3f0ec0c95d2e8b12294fd1fa4e3335969aa79a5279e3b060ac.mp4", "video_id": "b54cec0521147a3f0ec0c95d2e8b12294fd1fa4e3335969aa79a5279e3b060ac"}
{"item_id": "HLV-1K_9140", "benchmark": "HLV-1K", "question": "What is the common theme in the settings of the two video events from 2736.0 to 2827.0 seconds and H to e seconds?", "options": ["Both events take place in a coastal village.", "Both events involve nighttime scenes with social gatherings.", "Both events are set in a bustling city environment.", "Both events feature indoor dining settings."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "scene-understanding", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2874.723265, "attack_pct": 0.8215922292500323, "license": "MIT", "selection_order": 8168, "video": "videos/3d3fc68a7a3bf5b25730dc7c35da41ba2759b5caa4a85e3de3cfc25cb85d39f5.mp4", "video_id": "3d3fc68a7a3bf5b25730dc7c35da41ba2759b5caa4a85e3de3cfc25cb85d39f5"}
{"item_id": "TimeScope_2284", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words.\\n\\nQuestion: What is cooked in the video?", "options": ["tomato", "steak", "chicken", "onion", "pancake", "carrot"], "answer": "B", "answer_idx": 1, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.9541677423518782, "license": "unknown", "selection_order": 8174, "video": "videos/9b5a937a458c15e93f11b45ac38822fdda403e1ae6d03fda00a63d9db4edd2ce.mp4", "video_id": "9b5a937a458c15e93f11b45ac38822fdda403e1ae6d03fda00a63d9db4edd2ce"}
{"item_id": "HLV-1K_98", "benchmark": "HLV-1K", "question": "Where is the human face positioned in the frame at 922.0 seconds into the video?", "options": ["Upper left quadrant.", "Lower right quadrant.", "Center.", "Upper right quadrant."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "spatial-relationship", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2852.08381, "attack_pct": 0.603564282948238, "license": "MIT", "selection_order": 8175, "video": "videos/4552c06d4b200c4b4f4c82bcd5ffa7ec5bbe444409423ad21bbe976b4c63593c.mp4", "video_id": "4552c06d4b200c4b4f4c82bcd5ffa7ec5bbe444409423ad21bbe976b4c63593c"}
{"item_id": "Video-MME-v2_2066", "benchmark": "Video-MME-v2", "question": "The third goal of the team in red was scored from a penalty kick. What was the trajectory of that penalty kick?", "options": ["The ball was kicked towards the bottom right corner of the goal, but the goalkeeper deflected it, the ball bounced off the inside of the left post, then bounced back towards the goalkeeper, and finally rolled over the goal line.", "The ball, spinning strongly to the outside, flew towards the top left corner of the goal, and as it was about to enter the net, it suddenly curved outward, brushing past the post and flying out of play.", "The ball shot by the penalty taker first flew high, hit the crossbar, then fell vertically, bounced off the ground, and crossed the goal line.", "The player taking the penalty kick shot to the right, the ball grazed the ground and entered the net, then bounced up to a certain height.", "The ball formed a clear \"S\"-shaped trajectory in the air, bypassed the goalkeeper's gloves, and entered the goal at the center.", "The player struck a dipping shot, the ball did not bounce between the penalty spot and the goal, but suddenly dropped sharply just before entering the net, drilling into the bottom corner of the goal.", "The goalkeeper guessed the wrong direction, the ball hit the tip of his stretched foot, but the ball speed was too fast, and it still bounced into the goal from the air.", "The third goal by the red team was a powerful straight penalty kick that flew directly into the center of the goal, hitting the back of the net as the goalkeeper dived to one side."], "answer": "D", "answer_idx": 3, "n_options": 8, "chance": 0.125, "capability": "spatial", "task_class": "_none", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 1042.459864, "attack_pct": 0.5303020524073835, "license": "MIT", "selection_order": 8181, "video": "videos/5a57c9916a39d328f955565238b1f46543ebe5dd56ce538358fbfa50fb87a959.mp4", "video_id": "5a57c9916a39d328f955565238b1f46543ebe5dd56ce538358fbfa50fb87a959"}
{"item_id": "HLV-1K_7955", "benchmark": "HLV-1K", "question": "In the video sequence from 15.0 to 2425.0 seconds, which direction do the boats or kayaks move?", "options": ["Towards the horizon.", "Towards the shore.", "From left to right.", "From right to left."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object-direction", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2447.777959, "attack_pct": 0.8266587065961017, "license": "MIT", "selection_order": 8182, "video": "videos/c725ffd36012160cd2fd081725247ae733654e373460dd995531d8c20056f1e4.mp4", "video_id": "c725ffd36012160cd2fd081725247ae733654e373460dd995531d8c20056f1e4"}
{"item_id": "StreamingBench_1393", "benchmark": "StreamingBench", "question": "What might the speaker do next?", "options": ["Subtract 440 from 528.", "Divide 528 by 55.", "Subtract 88 from 528.", "Add 5 to 88."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Prospective Reasoning", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 784.137868, "attack_pct": 0.7802052407383503, "license": "unknown", "selection_order": 8188, "video": "videos/6cdf511a51cd6cddb52ed01d95b3d8746202eb3ed6800418e4ba955aaef74943.mp4", "video_id": "6cdf511a51cd6cddb52ed01d95b3d8746202eb3ed6800418e4ba955aaef74943"}
{"item_id": "ALLVB_16974", "benchmark": "ALLVB", "question": "What event signifies the end of the fight between Thor and the Hulk in the lower docking area?", "options": ["Thor is knocked unconscious.", "The Hulk is subdued by agents.", "Thor is thrown into a plane.", "The Hulk is distracted by a fighter jet.", "Thor uses Mjolnir to knock out the Hulk."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "Temporal Action Localization", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 8574.983083, "attack_pct": 0.1725990706079772, "license": "CC-BY-NC-SA-4.0", "selection_order": 8189, "video": "videos/d027cfaf9e2c9885bac6dc907e7f1c2da1b8484216769d863fdd755bc4cc3fac.mp4", "video_id": "d027cfaf9e2c9885bac6dc907e7f1c2da1b8484216769d863fdd755bc4cc3fac"}
{"item_id": "HLV-1K_3164", "benchmark": "HLV-1K", "question": "What direction does the camera move when the scene transitions from the man standing with raised fists in a night setting to the dining table scene with five men having a conversation against a night cityscape (1.0 to 2308.0 seconds)?", "options": ["The camera moves closer to the man with raised fists.", "The camera moves away from the man with raised fists.", "The camera moves to the left to capture the dining table scene.", "The camera moves to the right to capture the dining table scene."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "camera-direction", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2309.804989, "attack_pct": 0.826852329934168, "license": "MIT", "selection_order": 8196, "video": "videos/a43b9efcb04c21f5b05d4a25de2e2b4307359d9f54a600dc7c478bdd5d8d06d5.mp4", "video_id": "a43b9efcb04c21f5b05d4a25de2e2b4307359d9f54a600dc7c478bdd5d8d06d5"}
{"item_id": "LongVideoBench_593", "benchmark": "LongVideoBench", "question": "Which of the following scene sequences is correct?", "options": ["First, in a room with three white doors, the woman points to the word 'live' on her sleeve. Next, in the same room with three white doors, the woman stands under a green figurehead and lifts her left hand to touch her hair. Finally, in a room with green walls, a woman wearing a blue sleeveless knit top is drinking water with a straw while wearing earphones.", "First, in a room with three white doors, the woman points to the word 'live' on her sleeve. Next, in a room with green walls, a woman wearing a blue sleeveless knit top is drinking water with a straw while wearing earphones. Finally, in the same room with three white doors, the woman stands under a green figurehead and lifts her left hand to touch her hair.", "First, in a room with green walls, a woman wearing a blue sleeveless knit top is drinking water with a straw while wearing earphones. Next, in a room with three white doors, the woman points to the word 'live' on her sleeve. Finally, in the same room with three white doors, the woman stands under a green figurehead and lifts her left hand to touch her hair.", "First, in a room with three white doors, the woman stands under a green figurehead and lifts her left hand to touch her hair. Next, in a room with green walls, a woman wearing a blue sleeveless knit top is drinking water with a straw while wearing earphones. Finally, in the same room with three white doors, the woman points to the word 'live' on her sleeve.", "First, in a room with green walls, a woman wearing a blue sleeveless knit top is drinking water with a straw while wearing earphones. Next, in a room with three white doors, the woman stands under a green figurehead and lifts her left hand to touch her hair. Finally, in the same room with three white doors, the woman points to the word 'live' on her sleeve."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "SSS", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1156.189523, "attack_pct": 0.9651558667871434, "license": "CC-BY-NC-SA-4.0", "selection_order": 8202, "video": "videos/8d0fcc6f5caa546e479f90fb6739ee4d604e80a1baf75e0ebe496e3f00451626.mp4", "video_id": "8d0fcc6f5caa546e479f90fb6739ee4d604e80a1baf75e0ebe496e3f00451626"}
{"item_id": "HLV-1K_10491", "benchmark": "HLV-1K", "question": "How does the camera movement change from the scene at 9.0 seconds to the scene at 7046.0 seconds?", "options": ["The camera moves from a static indoor setting to a dynamic outdoor setting.", "The camera remains static throughout the entire video.", "The camera moves from an outdoor setting to an indoor setting.", "The camera moves from a dynamic outdoor setting to a static indoor setting."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "camera-direction", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 7095.182222, "attack_pct": 0.609574674067381, "license": "MIT", "selection_order": 8203, "video": "videos/6d6e35cc4434e36d5a4c4b79e1a43e9c3a9b3ae1ab8c9161dce65c76faf50e2b.mp4", "video_id": "6d6e35cc4434e36d5a4c4b79e1a43e9c3a9b3ae1ab8c9161dce65c76faf50e2b"}
{"item_id": "MLVU_2025", "benchmark": "MLVU", "question": "Arrange the following events from the video in the correct chronological order: (1) The marching band aligns in the street with their instruments; (2) A man passes in front of the marching band holding a camera; (3) The marching band performs in a field and in a gym, moving around while playing; (4) The marching band performs in front of a building and other places.\n(A) 2->4->3->1\n(B) 4->2->1->3\n(C) 1->3->2->4\n(D) 3->1->4->2\n", "options": ["2->4->3->1", "4->2->1->3", "1->3->2->4", "3->1->4->2"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "order", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 677.610944, "attack_pct": 0.8798325158125726, "license": "CC-BY-NC-SA-4.0", "selection_order": 8209, "video": "videos/298b39879dca2868df9e5ff79e06ea4bff3e71441dc54261dad1f6f57f7face2.mp4", "video_id": "298b39879dca2868df9e5ff79e06ea4bff3e71441dc54261dad1f6f57f7face2"}
{"item_id": "HLV-1K_3890", "benchmark": "HLV-1K", "question": "What is the man holding in his right hand at 3505.0 seconds into the video?", "options": ["A book.", "A remote control.", "A phone.", "A cup."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "character-understanding", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 4655.554467, "attack_pct": 0.8272153736930424, "license": "MIT", "selection_order": 8210, "video": "videos/63378ffbe2d9f3e864294a05f307f182a65c337e6ee861e0cc91e8e8763b73b1.mp4", "video_id": "63378ffbe2d9f3e864294a05f307f182a65c337e6ee861e0cc91e8e8763b73b1"}
{"item_id": "LongVideoBench_519", "benchmark": "LongVideoBench", "question": "The background features a white cabinet decorated with red lanterns. On the right side, there's a silver refrigerator with a red couplet sticker on it. A woman in a red short-sleeve top and apron is standing in front of a table holding a sesame ball. On the table, there are two glass containers and an iron plate. When the subtitle 'I fell like it's so refreshing' appears, what is this woman doing?", "options": ["kneading a sesame ball", "cutting a sesame ball", "eating a sesame ball", "deep-frying a sesame ball", "making tangyuan"], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "T2E", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 937.853583, "attack_pct": 0.7904511423776945, "license": "CC-BY-NC-SA-4.0", "selection_order": 8216, "video": "videos/540437e535b16593c8e49311dbb1dfe65bb5a9e986c2af32c629bb90b6bcc503.mp4", "video_id": "540437e535b16593c8e49311dbb1dfe65bb5a9e986c2af32c629bb90b6bcc503"}
{"item_id": "Video-MME-v2_1879", "benchmark": "Video-MME-v2", "question": "What small animals appeared, in sequence?", "options": ["Lizard, frog, dragonfly, ant.", "In the scene, a nimble squirrel, a fluttering butterfly, and a foraging hedgehog appeared in sequence.", "Butterfly, bee, beetle, earthworm.", "Birds, arboreal animals, insects, small ground-dwelling reptiles.", "Rat, gecko, fly, snail.", "Birds, squirrels / arboreal animals, insects, small ground-dwelling reptiles.", "Birds, squirrels, insects, small ground-dwelling reptiles.", "Crab, spider, mosquito, fish."], "answer": "H", "answer_idx": 7, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 948.837007, "attack_pct": 0.0960855815154253, "license": "MIT", "selection_order": 8223, "video": "videos/49dc76eada671fe54dd1542eff91e6bcd4fb7f544a4d47143e1d534c09026c56.mp4", "video_id": "49dc76eada671fe54dd1542eff91e6bcd4fb7f544a4d47143e1d534c09026c56"}
{"item_id": "HLV-1K_2783", "benchmark": "HLV-1K", "question": "Is the camera moving towards the man or is the man moving towards the camera in the video from 3611.0 to 3612.0 seconds?", "options": ["The camera is moving towards the man.", "The man is moving towards the camera.", "The camera is moving away from the man.", "The man is moving away from the camera."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "camera-direction", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3662.065488, "attack_pct": 0.830313347102104, "license": "MIT", "selection_order": 8224, "video": "videos/3cfc28483c29eb0c0d799bda1901d1f66b4c843da3ff3778a98e1cb6c1325e26.mp4", "video_id": "3cfc28483c29eb0c0d799bda1901d1f66b4c843da3ff3778a98e1cb6c1325e26"}
{"item_id": "Video-MME-v2_95", "benchmark": "Video-MME-v2", "question": "On which occasion(s) was Shark Daymond's motivation based on a reliance on his personal resources and charisma rather than the offer itself?", "options": ["The first and the fourth occasions.", "The third and the fourth occasions.", "The second and the fourth occasions.", "The first and second occasions.", "The second occasion.", "The second and third occasions.", "The first occasion.", "The fourth and the fifth occasions."], "answer": "F", "answer_idx": 5, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 710.298413, "attack_pct": 0.7203110881631599, "license": "MIT", "selection_order": 8230, "video": "videos/aca50fba76438d1866df9e92d699134cd6d3503f33d3c429506e2b3d938b0d24.mp4", "video_id": "aca50fba76438d1866df9e92d699134cd6d3503f33d3c429506e2b3d938b0d24"}
{"item_id": "HLV-1K_5339", "benchmark": "HLV-1K", "question": "What happens after the scene featuring a serene natural landscape showcasing a tranquil body of water surrounded by lush greenery and dense trees?", "options": ["A bustling market setting with fresh green leafy vegetables and herbs showcased in woven baskets.", "A boy interacting with a pot, possibly indicating a cooking or ceremonial activity.", "A person partially submerged in a serene outdoor water setting, interacting with a metallic container while holding a red cloth.", "A large, slightly dilapidated house situated in a densely wooded area, with a small group of people walking nearby."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal-relationship", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 7254.563991, "attack_pct": 0.609574674067381, "license": "MIT", "selection_order": 8231, "video": "videos/12c848b5c96fec49930aba2fda7924e44c1d8f1d7dd6c0b23b8a7b2d33b555be.mp4", "video_id": "12c848b5c96fec49930aba2fda7924e44c1d8f1d7dd6c0b23b8a7b2d33b555be"}
{"item_id": "VideoKR_1732", "benchmark": "VideoKR", "question": "At around 05:30, which option best matches the material preparation step essential for forming a shaped cavity part?", "options": ["The liquid transferred with the pipette", "The substance measured on the balance", "The material placed onto the heating platform", "The component being dispensed into the container"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "_none", "scene_type": "science_experiment_lab", "duration_group": "10-30min", "duration_s": 673.792, "attack_pct": 0.9233493610429844, "license": "Apache-2.0", "selection_order": 8237, "video": "videos/c3c6ff3652b8e761ec5136e84aeb90b1370a752527db50789da41b980c1747b3.mp4", "video_id": "c3c6ff3652b8e761ec5136e84aeb90b1370a752527db50789da41b980c1747b3"}
{"item_id": "HLV-1K_8386", "benchmark": "HLV-1K", "question": "What is the standing man wearing at 358.0 seconds into the video?", "options": ["A yellow shirt and a fedora.", "A light blue shirt and red pants.", "A head covering and traditional clothing.", "A camera with a strap over his shoulder."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "character-understanding", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2119.076281, "attack_pct": 0.8555892603588486, "license": "MIT", "selection_order": 8238, "video": "videos/5b10a493cd534be356d8024c61a754ee4306db8f3e8522dc733bcec72dd1b53e.mp4", "video_id": "5b10a493cd534be356d8024c61a754ee4306db8f3e8522dc733bcec72dd1b53e"}
{"item_id": "Video-MME-v2_1273", "benchmark": "Video-MME-v2", "question": "When the blogger sees the pattern on the lid of the loose powder, what is her comment?", "options": ["She says \"She is so pretty!\".", "She says \"I don't yet know what it is\".", "She says \"That is pretty\".", "She says \"a horrendous color\".", "She says \"this is creamy, I like this.\".", "She doesn't say anything, just shows a surprised expression.", "She exclaims \"Wow\".", "She exclaims \"Oh!\"."], "answer": "A", "answer_idx": 0, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 1196.640363, "attack_pct": 0.2995675745449851, "license": "MIT", "selection_order": 8244, "video": "videos/64f0406e3968bab8ad51afe67283e53777b947a26b70b954bcadbc471c3eca7b.mp4", "video_id": "64f0406e3968bab8ad51afe67283e53777b947a26b70b954bcadbc471c3eca7b"}
{"item_id": "StreamingBench_1573", "benchmark": "StreamingBench", "question": "What is the player wearing the camera holding right now?", "options": ["A soccer ball.", "A whistle.", "A flag.", "A water bottle."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Object Perception", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 691.07229, "attack_pct": 0.6766490254291984, "license": "unknown", "selection_order": 8251, "video": "videos/5ae804a374928734e35b01318cdfd590c96d36db6a37db78669107aff850db14.mp4", "video_id": "5ae804a374928734e35b01318cdfd590c96d36db6a37db78669107aff850db14"}
{"item_id": "HLV-1K_1462", "benchmark": "HLV-1K", "question": "What is the main text featured on the poster at the 5.0-second mark of the video?", "options": ["Stories from the Attic.", "Tales from the Closet.", "Secrets of the Basement.", "Chronicles of the Cupboard."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object understanding", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3065.660952, "attack_pct": 0.8585339486252743, "license": "MIT", "selection_order": 8252, "video": "videos/6b043730a8e2562ed6e647a7bd4a10e08e04ce437f21e6b2cd204151e26c9d3b.mp4", "video_id": "6b043730a8e2562ed6e647a7bd4a10e08e04ce437f21e6b2cd204151e26c9d3b"}
{"item_id": "LongVideoBench_834", "benchmark": "LongVideoBench", "question": "In the beginning of the video, a tank with green and multi-colored camouflage appears on a red screen. When it appears below a white and black rectangle with English text at the top of this red screen, what change does this tank undergo?", "options": ["Stands up", "Becomes smaller", "Becomes larger", "Becomes black", "Flips over"], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "SAA", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 1059.7, "attack_pct": 0.9684878017297018, "license": "CC-BY-NC-SA-4.0", "selection_order": 8258, "video": "videos/3de49ba4fc008de9e6d1a5c9f573c15569d8018dfe4b966ad980dd11283976c3.mp4", "video_id": "3de49ba4fc008de9e6d1a5c9f573c15569d8018dfe4b966ad980dd11283976c3"}
{"item_id": "HLV-1K_6765", "benchmark": "HLV-1K", "question": "What happens after the scene featuring a woman in a blue polka dot dress standing near a table with a checked tablecloth?", "options": ["A girl in a distinctively patterned outfit appears with artistic decor.", "A man in a yellow shirt and beaded necklace stands in an indoor area.", "A woman in a red outfit with matching accessories appears.", "A boy in a horizontally striped shirt appears in a room with furniture."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal-relationship", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2614.404354, "attack_pct": 0.609574674067381, "license": "MIT", "selection_order": 8259, "video": "videos/80714d9f45ac7f5b23bdfe8a01d3d60ce7c74abdd65c52c8edd68299d96090da.mp4", "video_id": "80714d9f45ac7f5b23bdfe8a01d3d60ce7c74abdd65c52c8edd68299d96090da"}
{"item_id": "Video-MME-v2_626", "benchmark": "Video-MME-v2", "question": "In the video, when the vlogger says \"I would be kicking myself so much\", what phone is shown on the right side of the screen?", "options": ["IPhone 17.", "IPhone 15.", "IPhone 17 Pro.", "IPhone 14.", "IPhone 15 Pro.", "IPhone 16 Plus.", "IPhone 14 Pro.", "IPhone 16."], "answer": "H", "answer_idx": 7, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 637.062676, "attack_pct": 0.5594181618691106, "license": "MIT", "selection_order": 8265, "video": "videos/7986dc306dd20bf3ae6be050f5c02b158ec45e815d66c8df1532e32680df8690.mp4", "video_id": "7986dc306dd20bf3ae6be050f5c02b158ec45e815d66c8df1532e32680df8690"}
{"item_id": "HLV-1K_8036", "benchmark": "HLV-1K", "question": "What direction does the camera move in the scene featuring the group of individuals seated in a semi-circle formation from 2.0 to 3755.0 seconds?", "options": ["The camera moves closer to the group.", "The camera moves away from the group.", "The camera pans left to right.", "The camera remains stationary."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "camera-direction", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3760.425215, "attack_pct": 0.8594939976765199, "license": "MIT", "selection_order": 8266, "video": "videos/da6a8fe46091983ac74144a3ececff9ee71cd32222a2cd8dfe9714329be81666.mp4", "video_id": "da6a8fe46091983ac74144a3ececff9ee71cd32222a2cd8dfe9714329be81666"}
{"item_id": "MME-VideoOCR_639", "benchmark": "MME-VideoOCR", "question": "What was the text on top of the blue bus they had taken?", "options": ["Ferry Shuttle", "interislander", "DFT430", "KIW"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Robust_Video_Testing/long_video", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1570.189932, "attack_pct": 0.9301261778753066, "license": "CC-BY-NC-4.0", "selection_order": 8272, "video": "videos/ecdbdcd31523d75e8807c28e8a5eba55bba04aa1f7715749325fa4d8ff266b50.mp4", "video_id": "ecdbdcd31523d75e8807c28e8a5eba55bba04aa1f7715749325fa4d8ff266b50"}
{"item_id": "ALLVB_18576", "benchmark": "ALLVB", "question": "How does the environment of the party at Kate's place influence the actions of Dade and his friends?", "options": ["The loud music makes it difficult for them to communicate.", "The crowded space forces them to stay close together.", "The elegant setting makes them feel out of place.", "The presence of other teenagers makes them more competitive.", "The dim lighting makes it easier for them to hide."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Action Recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 6315.860833, "attack_pct": 0.1792952110494385, "license": "CC-BY-NC-SA-4.0", "selection_order": 8273, "video": "videos/ec80ac4c3aabcdfed93b70df5cd0334ee5d190fbbabc6ebb29d1c46a2f19c5e0.mp4", "video_id": "ec80ac4c3aabcdfed93b70df5cd0334ee5d190fbbabc6ebb29d1c46a2f19c5e0"}
{"item_id": "Video-MME-v2_868", "benchmark": "Video-MME-v2", "question": "According to the sign for the \"Name Our Finetooth Shark!\" contest in the aquarium, what is the prize for the winner?", "options": ["A family pass to the aquarium and a behind-the-scenes tour.", "Five tickets to the aquarium and a shark stuffed animal.", "A gift certificate for the gift shop and a shark plush toy.", "An annual membership and a private shark feeding experience.", "A family pass to the aquarium and a shark plush toy.", "Four tickets to the aquarium and a shark stuffed animal.", "A private shark feeding experience and a behind-the-scenes tour.", "Five tickets to the aquarium and a behind-the-scenes tour."], "answer": "F", "answer_idx": 5, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 879.03127, "attack_pct": 0.8505711888472958, "license": "MIT", "selection_order": 8279, "video": "videos/bccb14ba018a2fa78fd629fec456280829f7888250b84cef95225f08eaf9ee50.mp4", "video_id": "bccb14ba018a2fa78fd629fec456280829f7888250b84cef95225f08eaf9ee50"}
{"item_id": "HLV-1K_2124", "benchmark": "HLV-1K", "question": "What is the function of the blocks that the person is interacting with in the scene from 68.0 to 128.0 seconds?", "options": ["To spell out a word.", "To build a structure.", "To create a pattern.", "To serve as a toy."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "object understanding", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2282.335782, "attack_pct": 0.8607283464566929, "license": "MIT", "selection_order": 8280, "video": "videos/3afbca222c25e8e6d98ee9cd29752a015c0215f254b64ed67bcc027bb7bb736d.mp4", "video_id": "3afbca222c25e8e6d98ee9cd29752a015c0215f254b64ed67bcc027bb7bb736d"}
{"item_id": "StreamingBench_483", "benchmark": "StreamingBench", "question": "What does the man do with the striped cloth?", "options": ["He wipes the counter.", "He holds it in his right hand.", "He places it next to the cutting board.", "He uses it to cover the bread."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Action Perception", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 655.45288, "attack_pct": 0.7271201755518265, "license": "unknown", "selection_order": 8286, "video": "videos/9ae99dbd857cdf4d6e16d789b79f096d36e76d3aebe366d81dee42cbaaead6f2.mp4", "video_id": "9ae99dbd857cdf4d6e16d789b79f096d36e76d3aebe366d81dee42cbaaead6f2"}
{"item_id": "HLV-1K_9609", "benchmark": "HLV-1K", "question": "Where is the toy firefighter robot positioned in the scene with the bright red fire truck?", "options": ["In front of a rustic shed.", "Near a workbench full of various items.", "In a classroom-like setting.", "In a suburban outdoor scene."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "spatial-relationship", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 1863.076281, "attack_pct": 0.6108493610429844, "license": "MIT", "selection_order": 8287, "video": "videos/e9f40eaf4d6d53d6d7b4c2f2bd256514ce5cd4526f73e72cf1da28afe1d2ba91.mp4", "video_id": "e9f40eaf4d6d53d6d7b4c2f2bd256514ce5cd4526f73e72cf1da28afe1d2ba91"}
{"item_id": "VideoEval-Pro_245", "benchmark": "VideoEval-Pro", "question": "In this video, how many instances are there of the 'milking cow' action scene in total?", "options": ["3", "5", "2", "6", "0", "4"], "answer": "D", "answer_idx": 3, "n_options": 6, "chance": 0.166667, "capability": "temporal", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 673.1, "attack_pct": 0.3392280882922421, "license": "unknown", "selection_order": 8293, "video": "videos/25c7d546eaf8ce91351c2dfc50bdb55794142e38c0e449b5c9dc89576120df2d.mp4", "video_id": "25c7d546eaf8ce91351c2dfc50bdb55794142e38c0e449b5c9dc89576120df2d"}
{"item_id": "HLV-1K_3252", "benchmark": "HLV-1K", "question": "Where are the two men located in the frame during the event from 1284.0 to 1354.0 seconds?", "options": ["Upper-left section.", "Upper-right section.", "Lower-left section.", "Lower-right section."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "spatial-relationship", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3221.257868, "attack_pct": 0.8656496062992126, "license": "MIT", "selection_order": 8294, "video": "videos/c5ecc99657b5e637777bdcee21b3de1fb689b1b31e2358524584f6e3d7802c4b.mp4", "video_id": "c5ecc99657b5e637777bdcee21b3de1fb689b1b31e2358524584f6e3d7802c4b"}
{"item_id": "TimeScope_217", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["elderberry, kiwi, grape", "nectarine, elderberry, strawberry", "strawberry, strawberry, quince", "cherry, watermelon, strawberry", "watermelon, quince, strawberry", "fig, watermelon, elderberry"], "answer": "E", "answer_idx": 4, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 1200.0, "attack_pct": 0.8502242803665935, "license": "unknown", "selection_order": 8300, "video": "videos/32049db4e886e1ea200be58bf0dd1764f212df2a5c72bffaab44ffff9a1b6e0e.mp4", "video_id": "32049db4e886e1ea200be58bf0dd1764f212df2a5c72bffaab44ffff9a1b6e0e"}
{"item_id": "ALLVB_6148", "benchmark": "ALLVB", "question": "What is the predominant emotion conveyed when Vera sees the grand piano in her family home?", "options": ["Joy", "Anger", "Surprise", "Indifference", "Fear"], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Event Detection", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 7784.109667, "attack_pct": 0.1798518781463792, "license": "CC-BY-NC-SA-4.0", "selection_order": 8301, "video": "videos/5f954207dc5dc5a18f3702250b513bb410e57abd1acd023dd6e3ba728ffcae7c.mp4", "video_id": "5f954207dc5dc5a18f3702250b513bb410e57abd1acd023dd6e3ba728ffcae7c"}
{"item_id": "SciVideoBench_376", "benchmark": "SciVideoBench", "question": "What could happen if the mouse's paws are not placed correctly according to the parallel bars test protocol (starting at 07:48)?", "options": ["Front paws and hind paws are not properly distributed on the bars", "Paws are not alternated with one paw on each bar", "All paws are not initially on the floor, or bars are not left empty", "Front paws are not on the floor, or hind paws are not on one bar", "Hind paws are not on one bar, or front paws are not on the floor", "One front paw is not on each bar, or hind paws are not together in the center", "Both front paws are not on one bar, or hind paws are not on the floor", "Front paws are not on separate bars, or hind paws do not touch the floor", "The mouse fails to have all four paws on the same bar", "One front paw and one hind paw are not placed on each bar"], "answer": "A", "answer_idx": 0, "n_options": 10, "chance": 0.1, "capability": "spatial", "task_class": "Biology", "scene_type": "science_experiment_lab", "duration_group": "10-30min", "duration_s": 607.872, "attack_pct": 0.8063685942945656, "license": "custom", "selection_order": 8307, "video": "videos/f185e452207092f4a69726e71a877e37e6471bcd6f9c5eef332138dd3e931157.mp4", "video_id": "f185e452207092f4a69726e71a877e37e6471bcd6f9c5eef332138dd3e931157"}
{"item_id": "HLV-1K_3232", "benchmark": "HLV-1K", "question": "What is the spatial relationship between the central figure and the microphone in the event from 675.0 to 760.0 seconds?", "options": ["The microphone is to the left of the central figure.", "The microphone is to the right of the central figure.", "The microphone is directly in front of the central figure.", "The microphone is behind the central figure."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "spatial-relationship", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3064.198095, "attack_pct": 0.8662385439524978, "license": "MIT", "selection_order": 8308, "video": "videos/1dd64dc6a9da31c8ac3f3f0d44683ae5fc44f218ca36f89f95645ea8ed2e92d5.mp4", "video_id": "1dd64dc6a9da31c8ac3f3f0d44683ae5fc44f218ca36f89f95645ea8ed2e92d5"}
{"item_id": "LongVideoBench_572", "benchmark": "LongVideoBench", "question": "Outside a house in Yangguanmingyao, a man wearing a white short-sleeved shirt is sitting on a chair. Behind the man, there are green grass, trees, and a house. Next to the man, there is an empty chair. The man has a tattooed arm and is wearing a watch and a bracelet on one hand, while the other hand is wrapped with a white bandage. After the subtitle 'Music' appears, what characters show up on the screen?", "options": ["A man with a black backpack", "A man wearing a yellow short-sleeved shirt", "A man wearing a red shirt and a man wearing a blue short-sleeved shirt", "A shirtless man", "A man wearing a blue shirt and a man wearing a black short-sleeved shirt"], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "T3O", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 1000.74975, "attack_pct": 0.8718536207564218, "license": "CC-BY-NC-SA-4.0", "selection_order": 8314, "video": "videos/efb8e788511471b0a17f17abcbad21e99b8de68ee4e5538115ddbba2016cf373.mp4", "video_id": "efb8e788511471b0a17f17abcbad21e99b8de68ee4e5538115ddbba2016cf373"}
{"item_id": "HLV-1K_9982", "benchmark": "HLV-1K", "question": "What is on the right side of the frame at 523.0 seconds into the video?", "options": ["A person in a hooded garment.", "A collection of plants.", "A building.", "A car."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "spatial-relationship", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 3820.263039, "attack_pct": 0.6249838647218278, "license": "MIT", "selection_order": 8315, "video": "videos/9974c2266f55781c42d36dcc121084c6945f2c39524d2ca0b64b50f5a606a337.mp4", "video_id": "9974c2266f55781c42d36dcc121084c6945f2c39524d2ca0b64b50f5a606a337"}
{"item_id": "Video-MME_1393", "benchmark": "Video-MME", "question": "Which athlete in the video was the first to touch off the crossbar?", "options": ["Athlete from Russia.", "Athlete from Qatar.", "Athlete from Canada.", "Athlete from Ukraine."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Object Recognition", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 769.602177, "attack_pct": 0.8047308635600878, "license": "unknown", "selection_order": 8321, "video": "videos/643679392f8597f85e1fb79d641d84ddeb32eff8213681638021fff74077d3bc.mp4", "video_id": "643679392f8597f85e1fb79d641d84ddeb32eff8213681638021fff74077d3bc"}
{"item_id": "HLV-1K_4572", "benchmark": "HLV-1K", "question": "What happens after the scene featuring a large wheel, an expansive bridge over water, skyscrapers, and a boat?", "options": ["A surreal scene with desert dunes and remnants of historical structures.", "A scene with a polar bear moving leftward in front of snow-capped mountains.", "A scene with global monuments like the Eiffel Tower and Saint Basil's Cathedral.", "A scene with a blocky structure spelling 'ALL' in a landscape with trees and water."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal-relationship", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2088.124082, "attack_pct": 0.8675132309281012, "license": "MIT", "selection_order": 8322, "video": "videos/4fc3d436e7aa3656edddfb3bb86e80edbb1dd2d4d17d2c9a47a72852591101ca.mp4", "video_id": "4fc3d436e7aa3656edddfb3bb86e80edbb1dd2d4d17d2c9a47a72852591101ca"}
{"item_id": "VideoKR_378", "benchmark": "VideoKR", "question": "<image 1>Which poetic technique does the following sentence use?", "options": ["Alliteration", "Assonance", "Caesura", "Enjambment", "Sibilance", "Metaphor", "Simile", "Personification", "Internal Rhyme", "Repetition"], "answer": "D", "answer_idx": 3, "n_options": 10, "chance": 0.1, "capability": "knowledge", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 664.966667, "attack_pct": 0.9635988124435264, "license": "Apache-2.0", "selection_order": 8328, "video": "videos/cac5ed6f859de6e42ecc41b313d31598566effa830f5489bee546e8b23120ac1.mp4", "video_id": "cac5ed6f859de6e42ecc41b313d31598566effa830f5489bee546e8b23120ac1"}
{"item_id": "StreamingBench_793", "benchmark": "StreamingBench", "question": "What value was set for the \"GFX Voltage\" just now?", "options": ["1.200V.", "1.500V.", "1.250V.", "1.400V."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Text-Rich Understanding", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 746.498322, "attack_pct": 0.6188927972118239, "license": "unknown", "selection_order": 8335, "video": "videos/a8414aae79fb3e4918f75a9649d983f68ad695bdfc36c7caeefef219105ec9c5.mp4", "video_id": "a8414aae79fb3e4918f75a9649d983f68ad695bdfc36c7caeefef219105ec9c5"}
{"item_id": "HLV-1K_5300", "benchmark": "HLV-1K", "question": "What is the central image in the video frame at 9892.0 seconds?", "options": ["A beige hat with a black band and red horns.", "A circular logo with text and an emblematic face.", "A stylized design with bold colors.", "The word 'FRANCO'."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "descriptive-scene", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 9914.084717, "attack_pct": 0.8691993674970957, "license": "MIT", "selection_order": 8336, "video": "videos/f2306ac3c919243d5e9c57461bba75797e4e14653faebc708ec1c3f2b0539404.mp4", "video_id": "f2306ac3c919243d5e9c57461bba75797e4e14653faebc708ec1c3f2b0539404"}
{"item_id": "OVO-S-Bench_705", "benchmark": "OVO-S-Bench", "question": "(Question asked at 425.7 s into the video; 'current' refers to that moment.) What is the color of the stack of four plates located directly behind the camera at the queried moment?", "options": ["White", "Red", "Black", "Blue"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "2.2.2", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1489.333333, "attack_pct": 0.429504969665677, "license": "unknown", "selection_order": 8342, "video": "videos/0f4b7fcb1e365001dbcef44d1dcea2c0ff544756bd101dff1a62d29054088b2d.mp4", "video_id": "0f4b7fcb1e365001dbcef44d1dcea2c0ff544756bd101dff1a62d29054088b2d"}
{"item_id": "HLV-1K_2811", "benchmark": "HLV-1K", "question": "During the event from 1.0 to 4344.0 seconds, which scene transitions the fastest?", "options": ["The transition from the vibrant scenes with circles to the room with green walls.", "The transition from the animated urban setting to the outdoor animated winter scene.", "The transition from the stage scene with animated characters to the festive and theatrical setting.", "The transition from the indoor audience clapping to the richly dressed individuals in traditional costume."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "speed", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 4348.377687, "attack_pct": 0.627888214792823, "license": "MIT", "selection_order": 8343, "video": "videos/7a124602f44969d2c67cdf676a06441e985a0ee5b644f1044cb60768a43d8484.mp4", "video_id": "7a124602f44969d2c67cdf676a06441e985a0ee5b644f1044cb60768a43d8484"}
{"item_id": "K9-Bench_1287", "benchmark": "K9-Bench", "question": "Detail the sequence of interactions between Leo and the puppy when the puppy attempts to engage with Leo while he is settling into his dog bed.", "options": ["Leo ambles to bed, circles, slumps. Puppy yips, tries crawling under. Leo stiffens, slides off, leaves.", "Leo walks to bed, turns, settles. Puppy barks, attempts climbing. Leo looks away, exits, walks off.", "Leo drifts to bed, sits, shifts, closes eyes. Puppy growls, tries jumping. Leo growls warning, exits slowly.", "Leo heads to bed, paws on, sniffs, lies down. Puppy wags, squeals, mouths ear. Leo pulls away, scrambles out.", "Leo slowly approaches bed, steps in, adjusts, lays head. Puppy whines, paws edge. Leo lifts head, sighs."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "action sequence", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 687.751837, "attack_pct": 0.4747079514650832, "license": "CC-BY-NC-4.0", "selection_order": 8349, "video": "videos/4867a9bbc4ed8ea9e8623b5a4e0d38c950e24250588cb273adcd4a30305823ee.mp4", "video_id": "4867a9bbc4ed8ea9e8623b5a4e0d38c950e24250588cb273adcd4a30305823ee"}
{"item_id": "HLV-1K_4981", "benchmark": "HLV-1K", "question": "What is displayed on the large television screen behind the participants at 4677.0 seconds into the video?", "options": ["A figure.", "A cityscape.", "A movie.", "A logo."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "spatial-relationship", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 9794.176871, "attack_pct": 0.8820511165612496, "license": "MIT", "selection_order": 8350, "video": "videos/5ab0db69b353bb287e32c38e4d098e0b90a8282f1d052634523abcc923e58f8c.mp4", "video_id": "5ab0db69b353bb287e32c38e4d098e0b90a8282f1d052634523abcc923e58f8c"}
{"item_id": "Video-MME-v2_1306", "benchmark": "Video-MME-v2", "question": "In the final assembly stage of the video, what visual characteristics does the \"garlic\" that the host adds to the bowl have?", "options": ["Red garlic paste ground by the host and mixed with chili into a garlic sauce.", "Crispy garlic slices fried to golden brown.", "Freshly cut, finely minced raw garlic.", "Laba garlic soaked in vinegar, with a color that has turned green.", "Whole unpeeled black garlic with a darkened color.", "Dry garlic powder ground into a dark brown powder.", "A large amount of finely chopped green fresh garlic sprouts.", "Whole, white, pickled garlic cloves."], "answer": "H", "answer_idx": 7, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 676.367619, "attack_pct": 0.518305473086356, "license": "MIT", "selection_order": 8356, "video": "videos/076595cf851b5f4e410a9d1431979952a0c20235ad3b3a845adc18de73647d08.mp4", "video_id": "076595cf851b5f4e410a9d1431979952a0c20235ad3b3a845adc18de73647d08"}
{"item_id": "LongVideoBench_1074", "benchmark": "LongVideoBench", "question": "Who is the person that appears first after the man on the right side of the screen, wearing a black jacket, a gold necklace, and having black middle-parted hair?", "options": ["The man sitting at a desk with a projector and computer in a bedroom with colorful lights, wearing a black hoodie and jeans.", "The man with middle-parted hair holding a camera, wearing a white hoodie and dark shorts.", "The woman in the room behind the door, wearing a gray hoodie and glasses, with her hair tied up.", "The man sitting on a bed with colorful lights in the bedroom, wearing a black short-sleeve shirt and black pants.", "The man leaning against a yellow wall in the corridor, wearing a gray long-sleeve shirt, black pants, and glasses, with his arms crossed."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "O3O", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 909.325083, "attack_pct": 0.3765973925390474, "license": "CC-BY-NC-SA-4.0", "selection_order": 8363, "video": "videos/ae9f25e261826b42dd5f17b1c3c264c8c7a9f331594d77d7a1f43d12a7213839.mp4", "video_id": "ae9f25e261826b42dd5f17b1c3c264c8c7a9f331594d77d7a1f43d12a7213839"}
{"item_id": "HLV-1K_3689", "benchmark": "HLV-1K", "question": "How does the speed of activities in the first event (248.0 to 368.0 seconds) compare to the second event (H to e seconds)?", "options": ["The activities in the first event are faster than those in the second event.", "The activities in the first event are slower than those in the second event.", "The activities in both events occur at the same speed.", "The speed of activities in both events cannot be compared."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "speed", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2780.17161, "attack_pct": 0.8823496192074352, "license": "MIT", "selection_order": 8364, "video": "videos/ef6fa65f4733f746180aa48726a658d7360e7f69c6efce4e980bce3599b49596.mp4", "video_id": "ef6fa65f4733f746180aa48726a658d7360e7f69c6efce4e980bce3599b49596"}
{"item_id": "VideoMathQA_2068", "benchmark": "VideoMathQA", "question": "By how many percentage points did the Debt-to-GDP ratio decrease from 1951 to 2009?", "options": ["20", "30", "25", "10", "15"], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Chart", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 687.970975, "attack_pct": 0.8802520330450497, "license": "Apache-2.0", "selection_order": 8370, "video": "videos/78d741223fc046fc1ab4a33d96e487bfbb599f68e80681844edd593f4928112b.mp4", "video_id": "78d741223fc046fc1ab4a33d96e487bfbb599f68e80681844edd593f4928112b"}
{"item_id": "HLV-1K_4283", "benchmark": "HLV-1K", "question": "What happens immediately after the pink panther character splashes into a body of water among the icebergs in the video from 1458.0 to 1519.0 seconds?", "options": ["The characters navigate an icy environment on a yellow hovercraft.", "The scene shifts to a serene arctic setting with large ice formations.", "The video showcases a pink panther character riding an ice sculpture horse.", "The characters engage in playful and adventurous moments within the icy and underwater settings."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal-relationship", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2125.392109, "attack_pct": 0.6465486639989674, "license": "MIT", "selection_order": 8371, "video": "videos/4440dd570352ee95c472b132a00f9e38fb8c5103c5cda853c88f65ea5830dbfd.mp4", "video_id": "4440dd570352ee95c472b132a00f9e38fb8c5103c5cda853c88f65ea5830dbfd"}
{"item_id": "Video-MME-v2_1191", "benchmark": "Video-MME-v2", "question": "Looking at the entire video, what changes occurred in the protagonist's scenes?", "options": ["Banks of the Seine -> Inside coyate clothing store -> Outside Stohrer bakery -> Inside Au Moulin à Vent restaurant -> Inside Brasserie Dubillot -> The Louvre.", "The Louvre -> Inside Au Moulin à Vent restaurant -> Eiffel Tower -> Inside coyate clothing store -> Outside Stohrer bakery -> Inside Brasserie Dubillot.", "Outside Stohrer bakery -> The Louvre -> Banks of the Seine -> Inside Brasserie Dubillot -> Inside coyate clothing store -> Inside Au Moulin à Vent restaurant.", "Outside Stohrer bakery -> Banks of the Seine -> Inside coyate clothing store -> Inside Brasserie Dubillot -> Inside Au Moulin à Vent restaurant -> The Louvre.", "Inside Brasserie Dubillot -> Outside Stohrer bakery -> Inside coyate clothing store -> The Louvre -> Inside Au Moulin à Vent restaurant -> Eiffel Tower.", "Inside Au Moulin à Vent restaurant -> Outside Stohrer bakery -> The Louvre -> Inside Brasserie Dubillot -> Inside coyate clothing store -> Banks of the Seine.", "Inside coyate clothing store -> Inside Au Moulin à Vent restaurant -> Inside Brasserie Dubillot -> The Louvre -> Eiffel Tower -> Outside Stohrer bakery.", "The Louvre -> Inside Brasserie Dubillot -> Inside Au Moulin à Vent restaurant -> Outside Stohrer bakery -> Banks of the Seine -> Inside coyate clothing store."], "answer": "E", "answer_idx": 4, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 864.060952, "attack_pct": 0.3221892345424035, "license": "MIT", "selection_order": 8377, "video": "videos/47d56cb2a0ad1a2aa94df4a361c45b07f8e9f50fa9dc04005ec98ebec39801e4.mp4", "video_id": "47d56cb2a0ad1a2aa94df4a361c45b07f8e9f50fa9dc04005ec98ebec39801e4"}
{"item_id": "HLV-1K_8819", "benchmark": "HLV-1K", "question": "What happens after the formal conference or press event setting affiliated with NASA?", "options": ["A barren desert landscape is shown.", "A man in a maroon polo shirt addresses an audience.", "A professional control room environment is depicted.", "A canyon with stratified rock formations is showcased."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "long_video", "task_class": "temporal-relationship", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3433.209615, "attack_pct": 0.8864318445850007, "license": "MIT", "selection_order": 8378, "video": "videos/7c67d92a8d287f8a14fe72c66ba4c2298549db97db8cf657d270efd226881b6a.mp4", "video_id": "7c67d92a8d287f8a14fe72c66ba4c2298549db97db8cf657d270efd226881b6a"}
{"item_id": "Video-MME-v2_1101", "benchmark": "Video-MME-v2", "question": "At the end of the backstage brawl segment ranked #6, when security personnel intervened to separate the two wrestlers, how did the bearded man ultimately knock down his opponent with the explosive hairdo?", "options": ["He lifted a folding steel chair, maneuvered past the security personnel, and successfully smashed it onto his opponent's back, knocking him unconscious.", "He broke free from the security personnel's control, landed a powerful big boot precisely striking his opponent's face, and the immense impact caused him to fall backward and crash through a long table.", "He grabbed his opponent's back neck and waistband and forcefully threw him into a large black flight case.", "He grabbed his opponent by the waist, executed a powerful slam, and drove the opponent through the merchandise table.", "He grabbed his opponent's head and repeatedly slammed it into a closed metal door, but was timely restrained by security personnel.", "He broke free from the security personnel's control, landed a powerful big boot precisely striking his opponent's face, and the immense impact caused him to fall backward and crash through a pile of stacked equipment cases.", "He suddenly charged at his opponent, violently hitting his abdomen with a shoulder block, tackling him directly onto the floor, before being pulled away by security.", "He lifted a folding steel chair and smashed it across his opponent's back, then grabbed him by the neck and slammed him against a nearby table."], "answer": "H", "answer_idx": 7, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 615.026939, "attack_pct": 0.6519055763521363, "license": "MIT", "selection_order": 8384, "video": "videos/3ae335c4019a0e0594db4229086139481f9a473487187c024559f30e3ffa1132.mp4", "video_id": "3ae335c4019a0e0594db4229086139481f9a473487187c024559f30e3ffa1132"}
{"item_id": "ALLVB_12459", "benchmark": "ALLVB", "question": "What marks the start and end of the action where Jung visits Sabina's apartment at night?", "options": ["The start is marked by Jung knocking on the door, and the end is marked by Sabina locking the door.", "The start is marked by Jung entering the building, and the end is marked by them lying on the floor.", "The start is marked by Sabina opening the door, and the end is marked by Jung leaving the apartment.", "The start is marked by Jung arriving at the front door, and the end is marked by Sabina turning off the lamp.", "The start is marked by Jung knocking on the door, and the end is marked by them kissing."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "Temporal Action Localization", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 5954.645333, "attack_pct": 0.1885971989157093, "license": "CC-BY-NC-SA-4.0", "selection_order": 8385, "video": "videos/c2db6b6cc6fedec242861abeaf5fe924cef192f5f34cf957806467e729eb31d8.mp4", "video_id": "c2db6b6cc6fedec242861abeaf5fe924cef192f5f34cf957806467e729eb31d8"}
{"item_id": "new_Art_Theory_2:Comprehension", "benchmark": "VideoMMMU", "question": "Evaluate the following 4 statements about different art movements and select the correct option based on which statements are accurate.\nStatements:\n1. Op Art uses optical illusions and geometric patterns to create visual effects of movement and depth.\n2. Futurism embraces modern technology, speed, and urban dynamism, often depicting motion and energy through fragmented forms.\n3. Precisionism focuses on detailed portrayals of industrial and urban landscapes with sharp lines and geometric shapes.\n4. Cubism primarily focuses on realistic depictions of subjects with smooth lines and singular perspectives.", "options": ["Statement 1 is accurate", "Statements 1 and 2 are accurate", "Statements 1, 2, and 3 are accurate", "Statements 1, 3, and 4 are accurate", "Statements 2 and 4 are accurate", "Statements 2, 3, and 4 are accurate", "Statements 3 and 4 are accurate", "Statements 1 and 4 are accurate", "Only Statement 4 is accurate", "All are accurate"], "answer": "E", "answer_idx": 4, "n_options": 10, "chance": 0.1, "capability": "knowledge", "task_class": "Comprehension", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 622.233333, "attack_pct": 0.744062217632632, "license": "unknown", "selection_order": 8391, "video": "videos/974a2c256752ceb67d59ea11642f40b72e4177d19ae75c4639a27de114697ef7.mp4", "video_id": "974a2c256752ceb67d59ea11642f40b72e4177d19ae75c4639a27de114697ef7"}
{"item_id": "HLV-1K_2183", "benchmark": "HLV-1K", "question": "What is the phase identified in the video frame at 144.0 seconds?", "options": ["Final Countdown.", "Engine Chill.", "Lift-off.", "Post-launch."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "character-understanding", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 1893.447982, "attack_pct": 0.888271266296631, "license": "MIT", "selection_order": 8392, "video": "videos/6121fd93ecd38452fdbd682250505f6063608faa6f304645574d5c22b4a2bc5c.mp4", "video_id": "6121fd93ecd38452fdbd682250505f6063608faa6f304645574d5c22b4a2bc5c"}
{"item_id": "Video-MME-v2_2388", "benchmark": "Video-MME-v2", "question": "What color is the skin of the character who dies in the first level?", "options": ["Purple and green hoodie.", "White T-shirt and blue jeans.", "Red suit.", "Yellow suit.", "Blue top and black pants.", "All-black suit.", "Purple hoodie.", "Light blue top and purple pants."], "answer": "H", "answer_idx": 7, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 862.986281, "attack_pct": 0.5626936233380664, "license": "MIT", "selection_order": 8398, "video": "videos/13431b1e146e1c1ee1792bc567125d71b76fd0803dc71f82590a43af6c4dea95.mp4", "video_id": "13431b1e146e1c1ee1792bc567125d71b76fd0803dc71f82590a43af6c4dea95"}
{"item_id": "HLV-1K_183", "benchmark": "HLV-1K", "question": "At what time does the camera move from an outdoor scene featuring a red brick building to an indoor setting with a man and a woman in uniforms?", "options": ["13.0 seconds.", "8.0 seconds.", "14.0 seconds.", "25.0 seconds."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "camera-direction", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2930.427937, "attack_pct": 0.6490980379501743, "license": "MIT", "selection_order": 8399, "video": "videos/50f6c8cfadb2730afec89b116094e14dd99050112b52e087867fa86d4c4d166f.mp4", "video_id": "50f6c8cfadb2730afec89b116094e14dd99050112b52e087867fa86d4c4d166f"}
{"item_id": "Video-MME-v2_1165", "benchmark": "Video-MME-v2", "question": "What did the father say about the next item after the video shows one of the daughters putting a box of croissants into the shopping cart?", "options": ["We're running out of space.", "This one's bigger than me.", "Get some oranges.", "Those are always good.", "Holy cow, you can't even pick that up.", "It's from Grinch, it's like...", "They're $6 for this whole big pack.", "I don't know what that is, but looks good."], "answer": "C", "answer_idx": 2, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 840.701678, "attack_pct": 0.6904930941009423, "license": "MIT", "selection_order": 8405, "video": "videos/198b14be82df17c0cdbf33d9c4fc0d646562a52242e49e53b3455227f80a0ac1.mp4", "video_id": "198b14be82df17c0cdbf33d9c4fc0d646562a52242e49e53b3455227f80a0ac1"}
{"item_id": "HLV-1K_2968", "benchmark": "HLV-1K", "question": "How does the scene change from 10.0 to 12.0 seconds?", "options": ["From a tropical village to a semi-arid landscape.", "From an underwater scene to a serene forest with elephants.", "From a beach scene to a maritime scene.", "From a coastal scene to a jungle."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "attribute-change", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2408.629116, "attack_pct": 0.8904817994062217, "license": "MIT", "selection_order": 8406, "video": "videos/1f1a872491d97d0c3c0ae70ae86c176a5655fa8e7a87c6351ee1d56a330bb0dd.mp4", "video_id": "1f1a872491d97d0c3c0ae70ae86c176a5655fa8e7a87c6351ee1d56a330bb0dd"}
{"item_id": "Video-MME-v2_976", "benchmark": "Video-MME-v2", "question": "What is the initial ecological state of the pond?", "options": ["A body of water mixed with rainwater and tapwater, with a thin layer of biofilm formed on the surface due to standing.", "A semi-transparent biodegradable liner is used, so it looks like a natural muddy bottom.", "A crystal-clear body of water, with dead wood and branches added for future dragonfly perching.", "A waterproof liner is laid, and the bottom is pre-covered with a layer of river mud rich in microorganisms to accelerate the water's ecological cycle.", "A crystal-clear body of water with transplanted potted plants, but no stones or decorations have been added yet, and the water is muddy.", "There is only water, stones, and an artificial waterproof liner.", "A pit where complex terrain was constructed at the bottom using excavated soil before filling with water, and a small amount of terrestrial weeds has naturally grown.", "A muddy water pit where potted plants have been transplanted, but no stones or decorations have been added yet."], "answer": "F", "answer_idx": 5, "n_options": 8, "chance": 0.125, "capability": "hallucination", "task_class": "_none", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 913.983855, "attack_pct": 0.8943219956112043, "license": "MIT", "selection_order": 8412, "video": "videos/ae10fdc1da091851f668a535ebb37367661844f87b899785abbca797ec0c0fdf.mp4", "video_id": "ae10fdc1da091851f668a535ebb37367661844f87b899785abbca797ec0c0fdf"}
{"item_id": "ALLVB_429", "benchmark": "ALLVB", "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, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "Object Detection and Tracking", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 7931.008, "attack_pct": 0.1885971989157093, "license": "CC-BY-NC-SA-4.0", "selection_order": 8413, "video": "videos/22c5f8ebfb651e0cdc40a76e8f1e13a4445c54d170bcc155e80f3828961eeb56.mp4", "video_id": "22c5f8ebfb651e0cdc40a76e8f1e13a4445c54d170bcc155e80f3828961eeb56"}
{"item_id": "LongVideoBench_696", "benchmark": "LongVideoBench", "question": "A man wearing a black coat is sitting on a stool. The man is holding a black straw and a pink drink. Behind the man, there is a white stool and a screen. The screen displays an image of a large group of people gathered together. When the caption 'Can't complain' appears, what object is present in the scene?", "options": ["A ring", "A plate", "A potted plant", "A fork", "A table lamp"], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "T2O", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 1746.541667, "attack_pct": 0.9477620369175164, "license": "CC-BY-NC-SA-4.0", "selection_order": 8419, "video": "videos/1042a99f4cad7686fffc2488c46032509857e4046a1974eb1c6921d52babbf7b.mp4", "video_id": "1042a99f4cad7686fffc2488c46032509857e4046a1974eb1c6921d52babbf7b"}
{"item_id": "HLV-1K_5696", "benchmark": "HLV-1K", "question": "What happens after the scene with the man in dark clothing standing prominently in the foreground in a lush, mountainous area?", "options": ["The scene transitions to a serene outdoor area near a calm body of water.", "The scene shows a man in camouflage clothing crouching on rocky terrain.", "The scene captures two men seated at a wooden picnic table amidst lush greenery.", "The scene features a person holding currency near a thatched structure."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal-relationship", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 1862.426122, "attack_pct": 0.8960323350974571, "license": "MIT", "selection_order": 8420, "video": "videos/b4e59087b6d485242912befc276f8b6b7144e4eac2eefbf8ca65819c0a0bc20f.mp4", "video_id": "b4e59087b6d485242912befc276f8b6b7144e4eac2eefbf8ca65819c0a0bc20f"}
{"item_id": "HLV-1K_1976", "benchmark": "HLV-1K", "question": "At what time does the camera shift focus to a large, multicolored cluster of balloons amid the green backdrop?", "options": ["17.0 seconds.", "19.0 seconds.", "21.0 seconds.", "27.0 seconds."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "camera-direction", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 1866.396735, "attack_pct": 0.6519055763521363, "license": "MIT", "selection_order": 8427, "video": "videos/6e80aba7caf0c6f490086f36be7b9c455ff5b8e8f3cd02930604585bd4290843.mp4", "video_id": "6e80aba7caf0c6f490086f36be7b9c455ff5b8e8f3cd02930604585bd4290843"}
{"item_id": "LongVideoBench_708", "benchmark": "LongVideoBench", "question": "In a park, next to a garbage bin, there is a tree. Beside the tree, there is a bench on which a man wearing glasses is seated. His right hand is on his waist, and he is holding a cellphone in his left hand. In what scenes has this man appeared?", "options": ["In a car", "Next to a figure without a nose and mouth", "In an outdoor swimming pool", "In an underground cave with a river flowing through it", "Next to a butterfly wearing a green coat"], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "SOS", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 1010.467792, "attack_pct": 0.8709177746224345, "license": "CC-BY-NC-SA-4.0", "selection_order": 8433, "video": "videos/b331862a3a91e53356d16fee2a20fd831a243b9236c22d6eebcb3d61362d75de.mp4", "video_id": "b331862a3a91e53356d16fee2a20fd831a243b9236c22d6eebcb3d61362d75de"}
{"item_id": "HLV-1K_714", "benchmark": "HLV-1K", "question": "From 777.0 to 803.0 seconds, which element in the video is depicted as moving?", "options": ["The river.", "The tank.", "The photographer.", "The rocky terrain."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "speed", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3005.823129, "attack_pct": 0.8960323350974571, "license": "MIT", "selection_order": 8434, "video": "videos/8c7fde38ba19040af4ea6b0a81e5962050802e0ded85d0871c0336c329aa450e.mp4", "video_id": "8c7fde38ba19040af4ea6b0a81e5962050802e0ded85d0871c0336c329aa450e"}
{"item_id": "Video-MME-v2_860", "benchmark": "Video-MME-v2", "question": "What is the color of the strip immediately to the left of the Coca-Cola billboard on the large cylinder in the video when \"CityWalk Shopping\" is displayed in the bottom left corner of the video?", "options": ["Black.", "White.", "Green.", "Purple.", "Golden.", "Red.", "Yellow.", "Silver."], "answer": "D", "answer_idx": 3, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 844.85805, "attack_pct": 0.68783077320253, "license": "MIT", "selection_order": 8440, "video": "videos/2acdd16d5eda8b5da7685a362b0f43ebdd67bc6063d83c019daf5a64c10dcc29.mp4", "video_id": "2acdd16d5eda8b5da7685a362b0f43ebdd67bc6063d83c019daf5a64c10dcc29"}
{"item_id": "ALLVB_7879", "benchmark": "ALLVB", "question": "What actions are happening simultaneously in the scene where Dickens is talking to Forster in the Garrick Club dining room?", "options": ["Dickens is writing and Forster is reading", "Dickens is hiding and Forster is ordering food", "Dickens is eating and Forster is drinking", "Dickens is speaking and Forster is listening", "Dickens is laughing and Forster is crying"], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "hallucination", "task_class": "Action Recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 6268.682, "attack_pct": 0.1885971989157093, "license": "CC-BY-NC-SA-4.0", "selection_order": 8441, "video": "videos/ba2ae84808888286b0c5fbfb3d30e465b42e70201acde60cc34bd91ec8009655.mp4", "video_id": "ba2ae84808888286b0c5fbfb3d30e465b42e70201acde60cc34bd91ec8009655"}
{"item_id": "HLV-1K_2646", "benchmark": "HLV-1K", "question": "Where is the camera or piece of equipment positioned in relation to the man at 2272.0 seconds into the video?", "options": ["To the left of the image.", "To the right of the image.", "Directly in front of the man.", "Behind the man."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "spatial-relationship", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2638.135147, "attack_pct": 0.8995256228217374, "license": "MIT", "selection_order": 8448, "video": "videos/7f9f5bd764e61077db15ff38c55796d71e8ed21a0cba864135e75452d52de5fc.mp4", "video_id": "7f9f5bd764e61077db15ff38c55796d71e8ed21a0cba864135e75452d52de5fc"}
{"item_id": "Video-MME-v2_2963", "benchmark": "Video-MME-v2", "question": "Which of the following best matches the eye makeup tutorial shown in the video?", "options": ["During the application of the deep brown eyeshadow, first use REPHR Brush 03 for precise placement, then use a clean REPHR Brush 15 to soften the edges and create a smooth transition.", "Use a small brush to apply a light shimmery eyeshadow at the inner corner of the eye to create a highlight.", "After picking up eyeshadow from the palette with a brush, place the first stroke at the lash roots near the outer corner of the eye.", "Use a small brush to apply a small amount of concealer to refine the shape of the eyeliner.", "Use REPHR Brush 15 to apply a small amount of light-colored eyeshadow near the brow bone to create a highlighting effect.", "If the presenter had more severe eyelid discoloration, she would need to use an eye primer to neutralize the eyelid tone before applying makeup.", "Use Brush No. 13 for the upper eyeshadow, and switch to a smaller brush for the lower eyeshadow.", "When applying mascara to the upper lashes, first curl the lashes with an eyelash curler, then apply the mascara upward using a \"zigzag\" motion to maintain lift."], "answer": "D", "answer_idx": 3, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 963.465578, "attack_pct": 0.6480734477862399, "license": "MIT", "selection_order": 8454, "video": "videos/d1fb85771ffa5a7041c85dbf1c16da3ca6863e44fb87c117048d2f9ff80a378a.mp4", "video_id": "d1fb85771ffa5a7041c85dbf1c16da3ca6863e44fb87c117048d2f9ff80a378a"}
{"item_id": "HLV-1K_8158", "benchmark": "HLV-1K", "question": "What happens after the scene showing a bustling urban street with various activities, shopfronts, and busy marketplace interactions?", "options": ["A celebratory scene likely from a birthday party.", "A scene in a library or study environment.", "A scene featuring a man and a woman engaged in a conversation on a terrace or balcony.", "A scene in an office or administrative setting."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal-relationship", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 6224.76, "attack_pct": 0.6535352394475281, "license": "MIT", "selection_order": 8455, "video": "videos/ca5194b49a8a5c2891b1d5f6470cf5a11f28a2cbe003a61e5512171f5c9e3813.mp4", "video_id": "ca5194b49a8a5c2891b1d5f6470cf5a11f28a2cbe003a61e5512171f5c9e3813"}
{"item_id": "StreamingBench_2679", "benchmark": "StreamingBench", "question": "Who is ranked first for Group 4 - Heat 3?", "options": ["#90 Paul Conrev.", "#92 Sheldon Shifter.", "#68 H.J. Hollis.", "#15 Harvey Rodcap."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Event Understanding", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 682.689887, "attack_pct": 0.7039821866528979, "license": "unknown", "selection_order": 8461, "video": "videos/cfbe41f292e49db3043bb27a95295677045a50b3a79ce4ee71a42dd047f04b9e.mp4", "video_id": "cfbe41f292e49db3043bb27a95295677045a50b3a79ce4ee71a42dd047f04b9e"}
{"item_id": "HLV-1K_8211", "benchmark": "HLV-1K", "question": "At what speed does the event transition from the serene workspace scene to the formal gathering with individuals in traditional attire?", "options": ["Quickly.", "Gradually.", "Instantly.", "Slowly."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "speed", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 8095.497868, "attack_pct": 0.902857557764296, "license": "MIT", "selection_order": 8462, "video": "videos/63e65750761d39f1b1d0afd185a81071aa2695fb8531deb6b6a6c73eecd4f10a.mp4", "video_id": "63e65750761d39f1b1d0afd185a81071aa2695fb8531deb6b6a6c73eecd4f10a"}
{"item_id": "OVO-S-Bench_184", "benchmark": "OVO-S-Bench", "question": "(Question asked at 813.0 s into the video; 'current' refers to that moment.) In the current view, is the toilet partially occluded by any other object? If so, which object is occluding it?", "options": ["Yes, it is partially occluded by the wall.", "Yes, it is partially occluded by the wooden door.", "Yes, it is partially occluded by the bathtub.", "No, it is fully visible and not occluded."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "1.2.2", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1151.666667, "attack_pct": 0.5152317025945528, "license": "unknown", "selection_order": 8468, "video": "videos/236cb121a409b5039ee05a6690df0d08401c59382282aa77dde9f437207f29f9.mp4", "video_id": "236cb121a409b5039ee05a6690df0d08401c59382282aa77dde9f437207f29f9"}
{"item_id": "K9-Bench_4680", "benchmark": "K9-Bench", "question": "Across multiple instances, describe the Weimaraner's posture and vocalizations when interacting with a child who is scratching it (e.g., 0:50, 1:40, 5:16), and interpret what this suggests about its emotional state.", "options": ["Slightly lowered posture, step back before re-approaching, head tilted, soft rapid panting, wide open mouth", "Loose posture, nosing hand, wiggling hindquarters, low happy whines, loosely closed mouth", "Playful bow, front end low, rear high, pawing at air, quick sharp barks, focused eyes", "Relaxed posture, leaning into touch, flopping to side, soft groans, slightly open mouth", "Relaxed but engaged posture, standing close, rolling onto back, drawn-out howls, bright eyes"], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "posture analysis", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 930.284263, "attack_pct": 0.5334645669291339, "license": "CC-BY-NC-4.0", "selection_order": 8475, "video": "videos/490425033b6bcf4679fbe8c9bf98e5706cde0276d8bdc27b5bf00eb5024365e8.mp4", "video_id": "490425033b6bcf4679fbe8c9bf98e5706cde0276d8bdc27b5bf00eb5024365e8"}
{"item_id": "HLV-1K_6870", "benchmark": "HLV-1K", "question": "What natural feature is prominently positioned towards the left side of the frame at 1939.0 seconds into the video?", "options": ["A rocky cliff.", "A verdant tree.", "A sandy dune.", "A wooden pier."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object understanding", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2026.150023, "attack_pct": 0.9061088163159932, "license": "MIT", "selection_order": 8476, "video": "videos/ab423c57a3801a837fea161a2d174e6adc20a46ca66a508b71bb158a8e4fd464.mp4", "video_id": "ab423c57a3801a837fea161a2d174e6adc20a46ca66a508b71bb158a8e4fd464"}
{"item_id": "HLV-1K_10010", "benchmark": "HLV-1K", "question": "What is the initial setting of the event from 1249.0 to 1295.0 seconds?", "options": ["A set of five circular holes arranged in a grid pattern on a flat surface.", "A domestic indoor scene with a cat in front of patterned wallpaper.", "A bright, child-friendly room with a cityscape view from the background window.", "An animated backdrop with a cat and a human face."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "scene-understanding", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 3251.908209, "attack_pct": 0.6691703239963857, "license": "MIT", "selection_order": 8483, "video": "videos/f8f0e407429a497e0bbcc91bf3d50eb7f1f2602cffc605d3721d5f18d23138e8.mp4", "video_id": "f8f0e407429a497e0bbcc91bf3d50eb7f1f2602cffc605d3721d5f18d23138e8"}
{"item_id": "Causal2Needles_324", "benchmark": "Causal2Needles", "question": "What event prompted Lear to visit Jackson's office to apologize the following day?\nWhen the event that causes Lear to visit Jackson's office happens, what type of collar does Jackson's jacket have?", "options": ["A shawl collar", "A mandarin collar.", "A lapel collar", "No collar"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "2-description/symon", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 668.850794, "attack_pct": 0.6626758745320769, "license": "CC-BY-NC-SA-4.0", "selection_order": 8489, "video": "videos/bdf6d0a391890c61408f5f1c02c3bd1edeae53af1ea9eb73570d2c316cb9c620.mp4", "video_id": "bdf6d0a391890c61408f5f1c02c3bd1edeae53af1ea9eb73570d2c316cb9c620"}
{"item_id": "HLV-1K_7807", "benchmark": "HLV-1K", "question": "What happens after the scene featuring a large brown bear within a mountainous backdrop and a person with a bag in a marketplace setting?", "options": ["A serene desert landscape with undulating sand dunes and an archaic structure.", "A dynamic urban environment with a bridge, cityscape, ferris wheel or paddle wheel, and a boat navigating a waterway.", "A close-up scene centered around food, where a person is holding a decorative plate with an assortment of foods.", "A vibrant street scene in an urban setting with a person wearing a colorful scarf."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal-relationship", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 1975.251882, "attack_pct": 0.9165160707370597, "license": "MIT", "selection_order": 8490, "video": "videos/f2bc87d654c98e18d864934aca32a4da543b3a876b74ce748d6aa19a98414673.mp4", "video_id": "f2bc87d654c98e18d864934aca32a4da543b3a876b74ce748d6aa19a98414673"}
{"item_id": "ALLVB_16101", "benchmark": "ALLVB", "question": "In the baseball field, a man wearing a baseball cap with a red \"B\" on it is seen talking to a woman in a white naval uniform. The scene is set during the day with trees and other players in the background. What color is the bag placed on the bench next to the baseball bat?", "options": ["Blue", "Black", "Red", "Green", "Purple"], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Needle-in-a-Haystack", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 8281.472, "attack_pct": 0.1948576868465212, "license": "CC-BY-NC-SA-4.0", "selection_order": 8497, "video": "videos/a16aa515c963b93941bef66984844e1abe16067bb193ff1763b831c2993be4f1.mp4", "video_id": "a16aa515c963b93941bef66984844e1abe16067bb193ff1763b831c2993be4f1"}
{"item_id": "Video-MME-v2_1338", "benchmark": "Video-MME-v2", "question": "For the only product in the video for which no price was mentioned, among the features introduced, what is the fifth feature mentioned?", "options": ["Calorie expenditure.", "Adaptive resistance adjustment.", "Heart rate monitoring.", "Eccentric training mode.", "Time display.", "Direction measurement.", "Distance measurement.", "Exercise cycle tracking."], "answer": "A", "answer_idx": 0, "n_options": 8, "chance": 0.125, "capability": "temporal", "task_class": "_none", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 650.702948, "attack_pct": 0.7025461468955725, "license": "MIT", "selection_order": 8503, "video": "videos/5cf630cf1ab4b06cf7c190a4b7f81f29ad9490c5239106c5c872b738ad733658.mp4", "video_id": "5cf630cf1ab4b06cf7c190a4b7f81f29ad9490c5239106c5c872b738ad733658"}
{"item_id": "HLV-1K_8993", "benchmark": "HLV-1K", "question": "What happens after the scene where the man and the cat are indoors with a wooden door and wall in the background?", "options": ["The man is seen seated near a wooden door and cupboard, possibly involved in a video call or interview.", "The woman in a red headscarf is seen interacting with her surroundings, suggesting a pet store or similar environment.", "The scene captures the cat's movement and interaction in a room featuring a wooden door and wall.", "The man and the woman are seen in a split-screen format, indicating a conversational or interview setting."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal-relationship", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2636.71873, "attack_pct": 0.9324819284884472, "license": "MIT", "selection_order": 8504, "video": "videos/926a7190cc9522478e2bc45c5f44267f380d8f223aab2d056ea7f2c254351667.mp4", "video_id": "926a7190cc9522478e2bc45c5f44267f380d8f223aab2d056ea7f2c254351667"}
{"item_id": "Video-MME-v2_2828", "benchmark": "Video-MME-v2", "question": "In the dance corresponding to the first song, a set of movements is repeated three times throughout the song. What is the correct sequence of this set of movements?", "options": ["Stretch arms upward while stepping sideways → lower arms and cross them in front of the chest while squatting.", "Cross arms in front of the chest while squatting → stretch arms upward while stepping sideways, perform left and right once as one set, repeat two sets in total.", "Place hands on hips and sway hips → jump while swinging arms and shaking the head, repeat these movements twice → switch to high-knee movements with various arm actions, with the clap occurring after the up-and-down arm swings.", "Jump while swinging arms and shaking the head → place hands on hips and sway hips, repeat these movements twice → switch to high-knee movements with various arm actions, with the clap occurring after the up-and-down arm swings.", "Open arms to the sides while stepping sideways → lower arms to chest while squatting, perform once to the left and right as one set, repeat three sets in total.", "Cross arms in front of the chest while squatting → open arms to the sides while stepping sideways, perform left and right once as one set, repeat three sets in total.", "Place hands on hips and sway hips → jump while swinging arms and shaking the head, repeat these movements twice → switch to high-knee movements with various arm actions, with the clap occurring before the up-and-down arm swings.", "Jump while swinging arms and shaking the head → place hands on hips and sway hips, repeat these movements twice → switch to high-knee movements with various arm actions, with the clap occurring before the up-and-down arm swings."], "answer": "H", "answer_idx": 7, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 857.768345, "attack_pct": 0.6942848844714082, "license": "MIT", "selection_order": 8510, "video": "videos/23584af7504b69fb2fd5162e18f1a09bfcb82a8e68c13b017881f0802de651df.mp4", "video_id": "23584af7504b69fb2fd5162e18f1a09bfcb82a8e68c13b017881f0802de651df"}
{"item_id": "HLV-1K_6073", "benchmark": "HLV-1K", "question": "What object is positioned to the lower left within the frame at 3198.0 seconds into the video?", "options": ["A book.", "A lipstick.", "A cup.", "A phone."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object understanding", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 8138.106485, "attack_pct": 0.6691703239963857, "license": "MIT", "selection_order": 8511, "video": "videos/6a1c7d534ab97850559636aebe69dfb412066f76d5fb8add0d7ba5177afa4066.mp4", "video_id": "6a1c7d534ab97850559636aebe69dfb412066f76d5fb8add0d7ba5177afa4066"}
{"item_id": "TimeScope_218", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["fig, tangerine, watermelon", "mango, lemon, ugli", "orange, grape, cherry", "tangerine, kiwi, mango", "fig, lemon, kiwi", "ugli, honeydew, date"], "answer": "D", "answer_idx": 3, "n_options": 6, "chance": 0.166667, "capability": "grounding", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 1200.0, "attack_pct": 0.8673196075900349, "license": "unknown", "selection_order": 8517, "video": "videos/658b436ad98287468c557757483b418242d09da98c592b7f25b3aca2a541b4d0.mp4", "video_id": "658b436ad98287468c557757483b418242d09da98c592b7f25b3aca2a541b4d0"}
{"item_id": "HLV-1K_6560", "benchmark": "HLV-1K", "question": "What is the correct sequence of scenes in the video event from 990.0 to 1054.0 seconds?", "options": ["Street food setting, bustling street scene, residential area, market area.", "Bustling street scene, residential area, street food setting, market area.", "Market area, bustling street scene, residential area, street food setting.", "Residential area, bustling street scene, market area, street food setting."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "time-order", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 1897.906213, "attack_pct": 0.9325706725183942, "license": "MIT", "selection_order": 8518, "video": "videos/148b6b54405a676469422fa24a0c62c51d0f26f53eefdb30cb950e5f3ad0320d.mp4", "video_id": "148b6b54405a676469422fa24a0c62c51d0f26f53eefdb30cb950e5f3ad0320d"}
{"item_id": "Video-MME-v2_630", "benchmark": "Video-MME-v2", "question": "In the video, at the highway rest area parking lot, how many cars are in the row closest to the restroom (between the two white lines)?", "options": ["11.", "12.", "15.", "13.", "17.", "18.", "16.", "14."], "answer": "G", "answer_idx": 6, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 880.338141, "attack_pct": 0.715373693042468, "license": "MIT", "selection_order": 8524, "video": "videos/e2fe0ed88de0f3afd529d4ff2809ae75196e3b92b1a19ab96ee8ffc7c9e88465.mp4", "video_id": "e2fe0ed88de0f3afd529d4ff2809ae75196e3b92b1a19ab96ee8ffc7c9e88465"}
{"item_id": "ALLVB_3740", "benchmark": "ALLVB", "question": "What is the central conflict in the scene where Julieta is packing her belongings?", "options": ["Deciding whether to move to Portugal", "Choosing which books to take with her", "Finding a place to live", "Dealing with her memories of her daughter", "Deciding whether to keep the blue envelope"], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Event Detection", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 5931.935, "attack_pct": 0.1980202013682716, "license": "CC-BY-NC-SA-4.0", "selection_order": 8525, "video": "videos/763d176f1d23894dca577dab33a1bfe9765c391e0f1ce53c3c01630806ea3b3e.mp4", "video_id": "763d176f1d23894dca577dab33a1bfe9765c391e0f1ce53c3c01630806ea3b3e"}
{"item_id": "Video-MME-v2_1612", "benchmark": "Video-MME-v2", "question": "The girlfriends' search process forms a clear chain of investigative clues. What is the correct sequence of events for the search and discovery?", "options": ["Billy points out ventilation vent → Britt climbs ladder to investigate → girlfriends notice chair movement → Natalia suspects flowerpot → Drew finally exposes.", "Billy pointed out the ventilation opening → Natalia suspected the flowerpot → Britt climbed the ladder to investigate → noticed the chair moving → Drew was eventually exposed.", "Natalia suspects flowerpot → girlfriends notice chair movement → Billy points out vent → Britt climbs ladder to investigate → Drew is ultimately exposed.", "Natalia suspects flowerpot → Billy points out vent → Britt climbs ladder to investigate → girlfriends notice chair movement → Drew is ultimately exposed.", "Girlfriends notice chair movement → Billy points out vent → Natalia suspects flowerpot → Britt climbs ladder to investigate.", "Girlfriends notice chair movement → Britt climbs ladder to investigate → Billy points out vent → Natalia suspects flowerpot → Drew finally exposes.", "Girlfriends notice chair movement → Natalia suspects flowerpot → Billy points out vent → Britt climbs ladder to investigate → Drew is ultimately exposed.", "Billy pointed out the ventilation opening → his girlfriends noticed the chair moving → Natalia suspected the flowerpot → Britt climbed the ladder to investigate → Drew was eventually exposed."], "answer": "D", "answer_idx": 3, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 903.418776, "attack_pct": 0.7652236349554666, "license": "MIT", "selection_order": 8531, "video": "videos/8d9433a04a0458dbe76d4075993dc42043bccc78195d294637aba1fa058e34c5.mp4", "video_id": "8d9433a04a0458dbe76d4075993dc42043bccc78195d294637aba1fa058e34c5"}
{"item_id": "HLV-1K_1032", "benchmark": "HLV-1K", "question": "Between the time of 699.0 seconds to 896.0 seconds and the second event, which event likely involved a faster pace of activity?", "options": ["The first event with the discussion or interview on a television set.", "The second event with unspecified speed.", "Both events had the same pace.", "Neither event involved any noticeable speed."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "speed", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2307.970612, "attack_pct": 0.9448254162901768, "license": "MIT", "selection_order": 8532, "video": "videos/cfcc8351ed780056c09710fc0f7bbd81736df2fa10cef8ab993aed916b61a133.mp4", "video_id": "cfcc8351ed780056c09710fc0f7bbd81736df2fa10cef8ab993aed916b61a133"}
{"item_id": "K9-Bench_858", "benchmark": "K9-Bench", "question": "What behavior from the dog caused the groomer to decide against using the shedding nozzle and to expedite the grooming process?", "options": ["Pulling on loop, flattened ears, low growls, turning away from groomer.", "Continuous vocalizations, restlessness, lying attempts, elimination during bath.", "Persistent trembling, body tension, position shifting, avoiding eye contact.", "High-pitched whining, soft growls, surface licking, rapid breathing.", "Sustained shivering, darting eyes, bracing against tub, disorientation."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "cause-effect analysis", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 1045.478458, "attack_pct": 0.6007890151026204, "license": "CC-BY-NC-4.0", "selection_order": 8538, "video": "videos/5c30f25e2f502fba4ebf99ab242310cc998d8710008e4826c9ca7cacb466cc0e.mp4", "video_id": "5c30f25e2f502fba4ebf99ab242310cc998d8710008e4826c9ca7cacb466cc0e"}
{"item_id": "HLV-1K_4086", "benchmark": "HLV-1K", "question": "Where are the individuals in colorful suits engaged in action near a building with large windows?", "options": ["In a park-like environment.", "Near a black car and blue truck.", "In a high-tech control room.", "In a gym or training room."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "spatial-relationship", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 3626.771156, "attack_pct": 0.6798841487027236, "license": "MIT", "selection_order": 8539, "video": "videos/e356cab6938cb063f27c16c019049873391cb6ad77244d4e13740921b8391165.mp4", "video_id": "e356cab6938cb063f27c16c019049873391cb6ad77244d4e13740921b8391165"}
{"item_id": "Video-MME-v2_1163", "benchmark": "Video-MME-v2", "question": "What did the man in the white shirt say when the Spongebob cartoon pop-up appeared in the video?", "options": ["This is the best sauce for chicken nuggets.", "With really no compromise.", "I've got this kosher pickle.", "This is for my special sauce.", "It's going to be a perfect special sauce.", "Mayonnaise is a really good base for a special sauce.", "This sauce needs more ketchup.", "I'm just adding a touch of relish."], "answer": "C", "answer_idx": 2, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 891.321179, "attack_pct": 0.588469730218149, "license": "MIT", "selection_order": 8545, "video": "videos/27d5f45d66b5603f38bc152736b20cd4d188696bf42ac69d1682302882d4b912.mp4", "video_id": "27d5f45d66b5603f38bc152736b20cd4d188696bf42ac69d1682302882d4b912"}
{"item_id": "HLV-1K_7770", "benchmark": "HLV-1K", "question": "How does the underwater environment change from the beginning to the end of the video sequence from 12.0 to 2639.0 seconds?", "options": ["The underwater environment becomes darker and murkier.", "The underwater environment remains consistently clear and blue.", "The underwater environment transitions from clear and blue to murky and dark.", "The underwater environment transitions from murky and dark to clear and blue."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "long_video", "task_class": "attribute-change", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2658.870567, "attack_pct": 0.9451965276881372, "license": "MIT", "selection_order": 8546, "video": "videos/e8f0e3f12c085ba983719266ab395be3d4e98e2636883932ab0343c28504977b.mp4", "video_id": "e8f0e3f12c085ba983719266ab395be3d4e98e2636883932ab0343c28504977b"}
{"item_id": "MLVU_607", "benchmark": "MLVU", "question": "In this video, how many times does the scene of the 'making jewelry' action appear in total?\n(A) 6\n(B) 0\n(C) 1\n(D) 2\n", "options": ["6", "0", "1", "2"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "count", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 1374.507841, "attack_pct": 0.4274880598941525, "license": "CC-BY-NC-SA-4.0", "selection_order": 8552, "video": "videos/0a0e97d6dae38996d6b062d4650e82f2915e8c8793b6fa16898ba66aeab2491b.mp4", "video_id": "0a0e97d6dae38996d6b062d4650e82f2915e8c8793b6fa16898ba66aeab2491b"}
{"item_id": "Video-MME_1700", "benchmark": "Video-MME", "question": "At the end of the video, what time is it roughly when the main character faces the camera?", "options": ["4 p.m.", "11:40 p.m.", "10 p.m.", "10 a.m."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Spatial Reasoning", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 604.32254, "attack_pct": 0.8535078094746353, "license": "unknown", "selection_order": 8559, "video": "videos/715549b5d89d9a294e55b7823cb33639e9419284193a8102caade8931cf99d93.mp4", "video_id": "715549b5d89d9a294e55b7823cb33639e9419284193a8102caade8931cf99d93"}
{"item_id": "HLV-1K_3542", "benchmark": "HLV-1K", "question": "How many men in blue shirts are positioned behind a long table on stage during the formal event at the Jet Propulsion Laboratory, California Institute of Technology, on August 5, 2012?", "options": ["Five.", "Six.", "Seven.", "Eight."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "counting", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3400.028299, "attack_pct": 0.9540225248483284, "license": "MIT", "selection_order": 8560, "video": "videos/0f8f712c886119fff0a51eb05c4ead07e16bb61e2ecd76d39b21492770823efa.mp4", "video_id": "0f8f712c886119fff0a51eb05c4ead07e16bb61e2ecd76d39b21492770823efa"}
{"item_id": "Video-MME-v2_2509", "benchmark": "Video-MME-v2", "question": "In the level 20 experiment, how does the color of the egg change?", "options": ["It changed from white to green.", "The eggshell dissolved, revealing the black yolk inside.", "The color didn't change.", "It changed from black to white.", "It changed from yellow to white.", "The eggshell changed from white to brown.", "It changed from white to yellow.", "It changed from white to black."], "answer": "G", "answer_idx": 6, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 602.994286, "attack_pct": 0.7245950045178778, "license": "MIT", "selection_order": 8566, "video": "videos/c6ae52cf59ab32f8cabf343908845e3f796d46496288113a5600330d8a34b7b6.mp4", "video_id": "c6ae52cf59ab32f8cabf343908845e3f796d46496288113a5600330d8a34b7b6"}
{"item_id": "HLV-1K_818", "benchmark": "HLV-1K", "question": "How many animated toy hippos are shown on the circular platform with a star design in the circus-like backdrop?", "options": ["One.", "Two.", "Three.", "Four."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "counting", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 1852.487982, "attack_pct": 0.6802713953788563, "license": "MIT", "selection_order": 8567, "video": "videos/4109d886a89770d00929e78e59f1928732eaae12a25fb85c8900db04310c157b.mp4", "video_id": "4109d886a89770d00929e78e59f1928732eaae12a25fb85c8900db04310c157b"}
{"item_id": "StreamingBench_1082", "benchmark": "StreamingBench", "question": "What is the object seen parallel and closest to the right side of the cyclist right now?", "options": ["A river.", "A line of trees.", "Another cyclist.", "A fenceline."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "Spatial Understanding", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 607.782467, "attack_pct": 0.8524267458370982, "license": "unknown", "selection_order": 8573, "video": "videos/ae7774479ecd9cd57a90919908726ceb4cae0a8e014cafc08145deb90df00f0a.mp4", "video_id": "ae7774479ecd9cd57a90919908726ceb4cae0a8e014cafc08145deb90df00f0a"}
{"item_id": "HLV-1K_7331", "benchmark": "HLV-1K", "question": "What is the woman in the center of the frame wearing at 1651.0 seconds into the video?", "options": ["A red dress.", "A blue suit.", "Gray clothing.", "A black jacket."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object understanding", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2023.549388, "attack_pct": 0.9555795791919452, "license": "MIT", "selection_order": 8574, "video": "videos/6a2b61b826474f080aa1940f474cd2ff4de7107c5b991cb0a33d28c2be885e38.mp4", "video_id": "6a2b61b826474f080aa1940f474cd2ff4de7107c5b991cb0a33d28c2be885e38"}
{"item_id": "StreamingBench_1320", "benchmark": "StreamingBench", "question": "What might the speaker discuss next?", "options": ["How to calculate the probability of an event.", "The definition of basic probability.", "An example involving multiple dice rolls.", "The combination formula in probability."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Prospective Reasoning", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 688.053696, "attack_pct": 0.9787579062863044, "license": "unknown", "selection_order": 8580, "video": "videos/7683738237c8ca7dd1c87bd4118e0f4d2cad8422a2b9647b3f3774eb5065133b.mp4", "video_id": "7683738237c8ca7dd1c87bd4118e0f4d2cad8422a2b9647b3f3774eb5065133b"}
{"item_id": "HLV-1K_4857", "benchmark": "HLV-1K", "question": "From 1790.0 to 1887.0 seconds, which object is stationary throughout the video event?", "options": ["The man behind the podium.", "The small bottle on the right side of the podium.", "The audience.", "The backdrop."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "speed", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3355.817506, "attack_pct": 0.9582096295340132, "license": "MIT", "selection_order": 8588, "video": "videos/d9c8eab9e98140137fdfaf6f336fbbc05a986b8b54b0db49c4df24f51c9d9924.mp4", "video_id": "d9c8eab9e98140137fdfaf6f336fbbc05a986b8b54b0db49c4df24f51c9d9924"}
{"item_id": "K9-Bench_2600", "benchmark": "K9-Bench", "question": "How does the dog's sustained reluctance to enter the snowy dog park and subsequent withdrawal from social interaction reflect contextual interpretation of the environment and other dogs?", "options": ["The dog shows low tail carriage and averted gaze at the park entrance, then lip licking and head turning away from dogs.", "The dog pulls back on leash with hesitant gait, then avoids eye contact and turns back on approaching dogs.", "The dog maintains stiff posture and advances slowly, then looks at owner repeatedly and sits away from group.", "The dog whines softly and stays close to owner's legs, then sniffs ground exaggeratedly and creates distance.", "The dog barks with unenthusiastic demeanor, then kicks dirt and ignores approaching dogs."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "context analysis", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 603.324082, "attack_pct": 0.6139554020911321, "license": "CC-BY-NC-4.0", "selection_order": 8594, "video": "videos/90a9237a071c0608106dc557c6122c9014e0ad478bf52ecfa5ce6d9e5a350a23.mp4", "video_id": "90a9237a071c0608106dc557c6122c9014e0ad478bf52ecfa5ce6d9e5a350a23"}
{"item_id": "HLV-1K_9335", "benchmark": "HLV-1K", "question": "In the video events from 62.0 to 123.0 seconds and H to e seconds, what is the direction of the fire trucks' movement?", "options": ["From the waterfront towards the village street.", "From the village street towards the waterfront.", "From the hilly landscape towards the cabin.", "From the cabin towards the hilly landscape."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object-direction", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2748.081633, "attack_pct": 0.6968745966180457, "license": "MIT", "selection_order": 8595, "video": "videos/b45b84a9685787b6192bec5456192ff66cd9195f062f45f31ba2bb80f84bf74d.mp4", "video_id": "b45b84a9685787b6192bec5456192ff66cd9195f062f45f31ba2bb80f84bf74d"}
{"item_id": "StreamingBench_1935", "benchmark": "StreamingBench", "question": "What is the best summary of the food preparation process that was just shown?", "options": ["The vendor picked up a hamburger patty, grilled it, and placed it on a bun before serving it to the customer.", "The vendor took a hot dog from a package, placed it into a bun, and handed it to the customer.", "The vendor took a hot dog from water, placed it into a bun, and prepared to add condiments.", "The vendor grilled a hot dog, topped it with relish, and gave it to the customer."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Clips Summarize", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 841.003537, "attack_pct": 0.9650025816445076, "license": "unknown", "selection_order": 8601, "video": "videos/14492b4e8dceb61772bf414ea049c19fea9227f986efba2cd38a2367726b5c11.mp4", "video_id": "14492b4e8dceb61772bf414ea049c19fea9227f986efba2cd38a2367726b5c11"}
{"item_id": "HLV-1K_6118", "benchmark": "HLV-1K", "question": "What is the camera doing during the food preparation scenes from 1.0 to 1919.0 seconds?", "options": ["The camera is moving closer to the food preparation scenes.", "The camera is moving away from the food preparation scenes.", "The camera is panning left and right.", "The camera is stationary."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "camera-direction", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 1929.090612, "attack_pct": 0.9615092939202272, "license": "MIT", "selection_order": 8602, "video": "videos/65b4cc39fe364fc8e9551bb2d41bbb2c85fbf7024176e6cc2c2a4973b4ddd94e.mp4", "video_id": "65b4cc39fe364fc8e9551bb2d41bbb2c85fbf7024176e6cc2c2a4973b4ddd94e"}
{"item_id": "Video-MME-v2_3146", "benchmark": "Video-MME-v2", "question": "How does the protagonist escape after the attacker wraps a metal chain around his neck?", "options": ["The protagonist first rolls to the right, forcing the attacker's center of gravity forward; as the attacker becomes unstable, the protagonist hooks and clamps the attacker's right foot with his right leg, continues rotating, throws the attacker down, and escapes the chain.", "The protagonist suddenly falls and rolls to the right, pulling the attacker forward into a loss of balance; then traps the attacker's right foot between the back of his left knee and his right foot, and slips his neck free from the chain.", "The protagonist bends forward, traps the attacker's right foot between the back of his right knee and his left foot, then flips to the right, throwing the attacker down.", "The protagonist first hooks the attacker's right foot from behind with his left leg to limit the attacker's stance, then quickly bends forward to loosen the chain, rolls to the right, and pulls the attacker down with the motion.", "The protagonist suddenly falls and rolls to the left, pulling the attacker forward into a loss of balance; then traps the attacker's right foot between the back of his right knee and his left foot, and slips his neck free from the chain.", "The protagonist bends forward, traps the attacker's right foot between the back of his left knee and his right foot, then flips to the right, throwing the attacker down.", "The protagonist first rolls to the right, forcing the attacker's center of gravity forward; as the attacker becomes unstable, the protagonist hooks and clamps the attacker's right foot with his left leg, continues rotating, throws the attacker down, and escapes the chain.", "The protagonist first hooks the attacker's right foot from behind with his right leg to limit the attacker's stance, then quickly bends forward to loosen the chain, rolls to the left, and pulls the attacker down with the motion."], "answer": "F", "answer_idx": 5, "n_options": 8, "chance": 0.125, "capability": "spatial", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 678.185215, "attack_pct": 0.1928569123531689, "license": "MIT", "selection_order": 8608, "video": "videos/b726d045651c35aa5e95557729559ed40b9827cbe3c2132befcd4249ce397def.mp4", "video_id": "b726d045651c35aa5e95557729559ed40b9827cbe3c2132befcd4249ce397def"}
{"item_id": "ALLVB_2844", "benchmark": "ALLVB", "question": "Which objects are found in Stephanie's living room?", "options": ["Wine bottles, a piano, and a bookshelf", "Children's toys, finger-paintings, and candles", "A television, a coffee table, and a rug", "A guitar, a lamp, and a painting", "A computer, a desk, and a chair"], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "Object Detection and Tracking", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 7620.738125, "attack_pct": 0.2073786627081451, "license": "CC-BY-NC-SA-4.0", "selection_order": 8609, "video": "videos/c3242dab909d083de047e9cfa2d041609f73c4f89229079352cc8f6bbc8d5c0a.mp4", "video_id": "c3242dab909d083de047e9cfa2d041609f73c4f89229079352cc8f6bbc8d5c0a"}
{"item_id": "Video-MME-v2_1677", "benchmark": "Video-MME-v2", "question": "How did China's value change relative to the United States during 2023?", "options": ["China's value increased while the U.S. value decreased.", "China's value decreased while the U.S. value increased.", "Both values increased by approximately the same magnitude.", "Both values decreased, but China's decrease was smaller than that of the U.S.", "Both values decreased by approximately the same magnitude.", "Both values increased, but China's increase was smaller than that of the U.S.", "Both values increased, and China's increase was greater than that of the U.S.", "Both values decreased, and China's decrease was greater than that of the U.S."], "answer": "F", "answer_idx": 5, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 853.031474, "attack_pct": 0.7858283851813606, "license": "MIT", "selection_order": 8615, "video": "videos/62c6fbf81c505d47f90b04ae69b824c45e655cdde8758f34158498b36a91eaf8.mp4", "video_id": "62c6fbf81c505d47f90b04ae69b824c45e655cdde8758f34158498b36a91eaf8"}
{"item_id": "HLV-1K_706", "benchmark": "HLV-1K", "question": "Does the camera move closer to the person handling the mobile phones or does it stay stationary throughout the event from 282.0 to 485.0 seconds?", "options": ["The camera moves closer to the person.", "The camera stays stationary.", "The camera moves away from the person.", "The camera moves around the person."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "camera-direction", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2500.835556, "attack_pct": 0.9654543694333292, "license": "MIT", "selection_order": 8616, "video": "videos/ae8a7d879c0e6be20ac51bf17c6a137bd8aaca37e54a8405419aece93f880b52.mp4", "video_id": "ae8a7d879c0e6be20ac51bf17c6a137bd8aaca37e54a8405419aece93f880b52"}
{"item_id": "Video-MME-v2_2858", "benchmark": "Video-MME-v2", "question": "How many black-and-white competing dogs appeared in the video?", "options": ["0.", "6.", "5.", "7.", "4.", "3.", "1.", "2."], "answer": "F", "answer_idx": 5, "n_options": 8, "chance": 0.125, "capability": "temporal", "task_class": "_none", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 637.271655, "attack_pct": 0.703578804698593, "license": "MIT", "selection_order": 8622, "video": "videos/11c826b637231fe4b5523c8a416b5f75cfa1bb66c8eaacf820a2ec12db8f177f.mp4", "video_id": "11c826b637231fe4b5523c8a416b5f75cfa1bb66c8eaacf820a2ec12db8f177f"}
{"item_id": "HLV-1K_3820", "benchmark": "HLV-1K", "question": "What is the liquid contained in the transparent glass at 8441.0 seconds into the video?", "options": ["Water.", "Milk.", "Juice.", "Soda."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object understanding", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 10074.093424, "attack_pct": 0.697390925519556, "license": "MIT", "selection_order": 8623, "video": "videos/14cd286c3255430670c57f2cd2ad618bc5ed73e198537eb947e15e163522bde5.mp4", "video_id": "14cd286c3255430670c57f2cd2ad618bc5ed73e198537eb947e15e163522bde5"}
{"item_id": "new_Literature_3:Comprehension", "benchmark": "VideoMMMU", "question": "Select the correct combination of statements based on the video.\nStatements:\n1.  The plot about the wolf chasing little pigs is exposition as it provides the characters and basic setting of the story.\n2. The example at 9:45 is rising action as it introduces and develops the conflict faced by the characters.\n3. The example at 10:03 is the climax as it is the turning point of the story and shows the highest point of interest.\n4. Exposition resolves the main conflict in the story.", "options": ["Statement 1 is correct", "Statement 1 and 2 are correct", "Statement 3 is correct", "Statement 1, 2, and 3 are correct", "Statement 1 and 4 are correct", "All statements are correct", "Statement 2 and 3 are correct", "Statement 4 is correct", "Statement 1 and 3 are correct", "None of the statements are correct"], "answer": "C", "answer_idx": 2, "n_options": 10, "chance": 0.1, "capability": "long_video", "task_class": "Comprehension", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 677.0, "attack_pct": 0.933377436427004, "license": "unknown", "selection_order": 8629, "video": "videos/dd5c9f701602dc4734017e4a881b30a80300752672815c9ecc3b4a678834672e.mp4", "video_id": "dd5c9f701602dc4734017e4a881b30a80300752672815c9ecc3b4a678834672e"}
{"item_id": "HLV-1K_9465", "benchmark": "HLV-1K", "question": "What is the camera doing when the scene transitions from the serene natural landscapes to the urban scenes of bridges, high-rise buildings, and boats between 3.0 and 8087.0 seconds?", "options": ["The camera is zooming in on the natural landscapes.", "The camera is panning across the urban scenes.", "The camera is moving closer to the urban scenes.", "The camera is zooming out from the natural landscapes."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "camera-direction", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 8095.869388, "attack_pct": 0.9747886278559442, "license": "MIT", "selection_order": 8630, "video": "videos/62899b50f36eabbe0c3f1f8d7e3df9081ae7d9c8efeed0992d83b6513b1b7d83.mp4", "video_id": "62899b50f36eabbe0c3f1f8d7e3df9081ae7d9c8efeed0992d83b6513b1b7d83"}
{"item_id": "Video-MME-v2_1284", "benchmark": "Video-MME-v2", "question": "What is the price of the cute puppy sleep lamp displayed in the KKV store, according to the video footage?", "options": ["₱890.", "₱579.", "₱479.", "₱839.", "₱879.", "₱549.", "₱699.", "₱999."], "answer": "G", "answer_idx": 6, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 824.052971, "attack_pct": 0.8274896734219698, "license": "MIT", "selection_order": 8636, "video": "videos/4afae8d141618566ba9b0043c40da9915fb1eb63ec6d61f0b91e676ecb256f52.mp4", "video_id": "4afae8d141618566ba9b0043c40da9915fb1eb63ec6d61f0b91e676ecb256f52"}
{"item_id": "ALLVB_19787", "benchmark": "ALLVB", "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, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "Action Recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 5677.909333, "attack_pct": 0.2104201626436039, "license": "CC-BY-NC-SA-4.0", "selection_order": 8637, "video": "videos/c98bea546f04e90af80b110129550f1f38db8d1c9930cb01085c14ba83eff1a4.mp4", "video_id": "c98bea546f04e90af80b110129550f1f38db8d1c9930cb01085c14ba83eff1a4"}
{"item_id": "K9-Bench_3562", "benchmark": "K9-Bench", "question": "Trace the steps the dog takes from the moment 'vacation' is mentioned to when it jumps into the truck.", "options": ["Head lifts, ears perk, rises to standing, barks, jumps off bed, follows owner, watches packing, follows with suitcase, observes loading, runs in garage, allows leash attachment, nips leash, steps onto ramp, positions in truck.", "Head lifts, ears perk, rises to standing, barks, jumps off bed, follows owner, watches packing, follows with suitcase, runs in garage, observes loading, allows leash attachment, takes leash in mouth, runs up ramp, settles in truck.", "Head lifts, ears perk, rises to standing, barks, jumps off bed, follows owner, watches packing, follows with suitcase, observes loading, runs in garage, allows leash attachment, bites leash, jumps onto ramp, walks into truck.", "Head lifts, ears perk, rises to sitting, whimpers, jumps off bed, follows owner, helps carry suitcase, follows down stairs, observes loading, circles legs, nudges for leash, tugs leash, climbs directly into truck.", "Ears perk, head lifts quickly, rises to standing, jumps off bed, barks, follows owner, follows with suitcase down stairs, observes loading, runs in garage, allows leash attachment, mouths leash, walks up ramp, enters truck."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "long_video", "task_class": "action sequence", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 742.36517, "attack_pct": 0.8091599974183555, "license": "CC-BY-NC-4.0", "selection_order": 8643, "video": "videos/494bdc5fe991023a95374c7d81fd47159774e781209cd3d446824b2ae6bb18a1.mp4", "video_id": "494bdc5fe991023a95374c7d81fd47159774e781209cd3d446824b2ae6bb18a1"}
{"item_id": "HLV-1K_5918", "benchmark": "HLV-1K", "question": "Why did the man adjust his socks during the climb?", "options": ["Because his socks were wet.", "Because his socks were too tight.", "Because his socks were too loose.", "Because his socks were new."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "causal", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2151.375238, "attack_pct": 0.975014521750355, "license": "MIT", "selection_order": 8644, "video": "videos/49609ed509e724091f7a5377b4b82644b433ed15bf34b23e3ceb2235dd90fba5.mp4", "video_id": "49609ed509e724091f7a5377b4b82644b433ed15bf34b23e3ceb2235dd90fba5"}
{"item_id": "Video-MME-v2_2874", "benchmark": "Video-MME-v2", "question": "When the vlogger repeatedly says \"What\" with a voice-changing effect, what happens in the cooking video?", "options": ["COOKING DIRECTIONS on the instant noodle package.", "Chili pieces from the stainless steel bowl are added into the pot where onions are being stir-fried.", "Flakes from the stainless steel bowl are added into the pot with boiling vegetable pieces.", "Sauce from the stainless steel bowl is poured into the pot with boiling vegetable pieces.", "A small bowl of salt is poured into the pot and mixed with vegetable pieces.", "Onions and carrots from the stainless steel bowl are added into the pot for stir-frying.", "Instant noodles from the large bowl are added into the pot with boiling vegetable pieces and sauce.", "A bucket of water is poured into the pot containing various colored vegetable pieces and the lid is put on."], "answer": "C", "answer_idx": 2, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 670.68517, "attack_pct": 0.7840777074996773, "license": "MIT", "selection_order": 8650, "video": "videos/0834430e435a14972be3d769dda5b3d8f6dd11bea197eff1ad902e334dee0d66.mp4", "video_id": "0834430e435a14972be3d769dda5b3d8f6dd11bea197eff1ad902e334dee0d66"}
{"item_id": "HLV-1K_4714", "benchmark": "HLV-1K", "question": "Where is the fishbowl located in the living room scene described from 13.0 to 2739.0 seconds?", "options": ["On the floor.", "On the television.", "On the purple sofa.", "On the bookshelf."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "spatial-relationship", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2758.577052, "attack_pct": 0.7079353298050859, "license": "MIT", "selection_order": 8651, "video": "videos/439f6360d1181fbb69ab8de60d9d0a124501207ab5689dc34c13ce5f94d87ad6.mp4", "video_id": "439f6360d1181fbb69ab8de60d9d0a124501207ab5689dc34c13ce5f94d87ad6"}
{"item_id": "VideoEval-Pro_259", "benchmark": "VideoEval-Pro", "question": "In the video, what did the man do after grabbing the woman's hand?", "options": ["Hurt her", "Put on a bracelet", "Cut her nails", "Put on a ring", "Applied a band-aid", "Applied nail polish"], "answer": "E", "answer_idx": 4, "n_options": 6, "chance": 0.166667, "capability": "grounding", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 678.64, "attack_pct": 0.3832209242287337, "license": "unknown", "selection_order": 8657, "video": "videos/4418c6458e9dfcacfc37d7ed7e33ff2482e5445fcb61d81fedfe5ba33fe590fd.mp4", "video_id": "4418c6458e9dfcacfc37d7ed7e33ff2482e5445fcb61d81fedfe5ba33fe590fd"}
{"item_id": "HLV-1K_4804", "benchmark": "HLV-1K", "question": "How does the setting change from the beginning to the end of the event between 768.0 and 854.0 seconds?", "options": ["The setting remains the same throughout the event.", "The setting changes from a formal presentation to a lively talk show environment.", "The setting changes from an outdoor scene to an indoor studio.", "The setting changes from a casual conversation to a musical performance."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "attribute-change", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3682.731247, "attack_pct": 0.9803472311862657, "license": "MIT", "selection_order": 8658, "video": "videos/afebd05f29b4c6dbceff2d5743b6a6d78afc5ab72f3e00e39195ec0bf1c7f44e.mp4", "video_id": "afebd05f29b4c6dbceff2d5743b6a6d78afc5ab72f3e00e39195ec0bf1c7f44e"}
{"item_id": "TimeScope_230", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["nectarine, honeydew, ugli", "date, apple, honeydew", "mango, apple, fig", "apple, ugli, watermelon", "ugli, raspberry, honeydew", "tangerine, raspberry, elderberry"], "answer": "E", "answer_idx": 4, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 1200.0, "attack_pct": 0.9931747773331612, "license": "unknown", "selection_order": 8664, "video": "videos/583a5ef491f5ebfd35f1940ce1e18b0523faa2d9f5e1330fda9a3ec41768e7ee.mp4", "video_id": "583a5ef491f5ebfd35f1940ce1e18b0523faa2d9f5e1330fda9a3ec41768e7ee"}
{"item_id": "ALLVB_24506", "benchmark": "ALLVB", "question": "What event triggers Jason's realization that he is standing on a glowing red disk in the Interstellar Pod Room?", "options": ["The aliens start thanking him.", "The ceiling divides and reveals the starfield.", "The clear cylinder rises around him.", "Mathesar hands him the interstellar vox.", "The walls pull back around him."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "Temporal Action Localization", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 6128.705917, "attack_pct": 0.2104201626436039, "license": "CC-BY-NC-SA-4.0", "selection_order": 8665, "video": "videos/c451f37a3a3ce8e9d9d4dff08ad0d746bbffa98b2acf15421b75a64fcb7d805c.mp4", "video_id": "c451f37a3a3ce8e9d9d4dff08ad0d746bbffa98b2acf15421b75a64fcb7d805c"}
{"item_id": "StreamingBench_1727", "benchmark": "StreamingBench", "question": "Which of the following best describes the road's layout right now?", "options": ["The road is straight with a slight downhill grade.", "The road is curving sharply to the left.", "The road is curving gently to the right.", "The road is straight with a slight uphill grade."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "Spatial Understanding", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 1047.359274, "attack_pct": 0.9823399380405318, "license": "unknown", "selection_order": 8671, "video": "videos/8494c2598c586cade2785f997075ec6348401e577016e01eee6baf22f44db197.mp4", "video_id": "8494c2598c586cade2785f997075ec6348401e577016e01eee6baf22f44db197"}
{"item_id": "HLV-1K_7092", "benchmark": "HLV-1K", "question": "How does the camera direction change between the two events from 252.0 to 312.0 seconds and H to e seconds?", "options": ["The camera moves from a close-up of the bookcase to a wide shot of the entire room.", "The camera shifts from focusing on individual participants to a panoramic view of all participants.", "The camera remains static on each participant without any movement.", "The camera moves from a wide shot of the room to a close-up of the microphone setup."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "camera-direction", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 7132.10195, "attack_pct": 0.9823399380405318, "license": "MIT", "selection_order": 8672, "video": "videos/a21ba783d9cd8a77ebe761e8382333208e6704a8dd5e39e7ea3bdc5274bedee0.mp4", "video_id": "a21ba783d9cd8a77ebe761e8382333208e6704a8dd5e39e7ea3bdc5274bedee0"}
{"item_id": "TimeScope_229", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["banana, mango, raspberry", "orange, orange, elderberry", "quince, mango, kiwi", "honeydew, mango, tangerine", "honeydew, kiwi, raspberry", "orange, ugli, raspberry"], "answer": "E", "answer_idx": 4, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 1200.0, "attack_pct": 0.9237043371627728, "license": "unknown", "selection_order": 8678, "video": "videos/f1c7c66fe8cf417ab2ef1dafaf6d4d5479cba389bc55d0ecf633e1c212e11b27.mp4", "video_id": "f1c7c66fe8cf417ab2ef1dafaf6d4d5479cba389bc55d0ecf633e1c212e11b27"}
{"item_id": "HLV-1K_10347", "benchmark": "HLV-1K", "question": "What is the appearance and function of the structure labeled 'POS RONDA' in the video event from 64.0 to 225.0 seconds?", "options": ["It is a yellow structure resembling a bench used for seating.", "It is a community watch post with urban skyline backgrounds.", "It is an orange façade with white-framed windows and door labeled 'NO. 49'.", "It is a decorative black outfit worn by a woman with a large ornate crown."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object understanding", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 1814.848435, "attack_pct": 0.7327997934684394, "license": "MIT", "selection_order": 8679, "video": "videos/67f3612ff20a6073fa305aa1a168a0656c6f95e4f111713127271082455e9c6f.mp4", "video_id": "67f3612ff20a6073fa305aa1a168a0656c6f95e4f111713127271082455e9c6f"}
{"item_id": "OVO-S-Bench_717", "benchmark": "OVO-S-Bench", "question": "(Question asked at 1133.0 s into the video; 'current' refers to that moment.) What color socks is the camera wearer wearing earlier in the video?", "options": ["Yellow socks", "Blue socks", "White socks", "Red socks"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "2.2.2", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1133.487696, "attack_pct": 0.8047308635600878, "license": "unknown", "selection_order": 8685, "video": "videos/d715dc9649996415b80d97dd8f8a67d0949edaf20fddf842b32fdc594a6157bd.mp4", "video_id": "d715dc9649996415b80d97dd8f8a67d0949edaf20fddf842b32fdc594a6157bd"}
{"item_id": "K9-Bench_3646", "benchmark": "K9-Bench", "question": "The dog is observed jumping up at the window, appearing to chase something. What specific, unseen external stimulus is most likely causing this focused and agile behavior from the dog?", "options": ["A small bird moving on a nearby branch outside the window.", "A bug present on the outside surface of the window.", "A moth flying quickly just beyond the glass.", "A lizard moving rapidly along the exterior wall.", "A squirrel suddenly appearing and moving across the windowsill."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "cause-effect analysis", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 620.948027, "attack_pct": 0.9029866399896734, "license": "CC-BY-NC-4.0", "selection_order": 8692, "video": "videos/c4ff11586bed9100f23ba0ef0cee892bfc00cf786daa90ef3074129cfe0c42a4.mp4", "video_id": "c4ff11586bed9100f23ba0ef0cee892bfc00cf786daa90ef3074129cfe0c42a4"}
{"item_id": "ALLVB_24861", "benchmark": "ALLVB", "question": "What notable background elements are present in the scene where Kristen is on the beach?", "options": ["A lifeguard tower and a pier", "A broad lake and a sandcastle", "Palm trees and a beach umbrella", "A beach house and a surfboard", "A lighthouse and a boat"], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "Video Captioning", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 5595.172917, "attack_pct": 0.2122595843552343, "license": "CC-BY-NC-SA-4.0", "selection_order": 8693, "video": "videos/083b3d3efbe5fd89504642575a0f1143fec0527c9947cc6fe6cd4e62e72ba1e2.mp4", "video_id": "083b3d3efbe5fd89504642575a0f1143fec0527c9947cc6fe6cd4e62e72ba1e2"}
{"item_id": "StreamingBench_2265", "benchmark": "StreamingBench", "question": "Which of the following actions best summarizes what the individual just now did?", "options": ["The individual greeted the customers, prepared two glasses of wine, and served the drinks.", "The individual chatted with the customers, filled two glasses with ice, and arranged them on the counter.", "This person places three glass cups in front of the table.", "The individual cleaned the counter, arranged empty glasses, and interacted with other staff members."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Clips Summarize", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 620.08, "attack_pct": 0.5429279075771266, "license": "unknown", "selection_order": 8699, "video": "videos/d3a4cb22f4bb3696d4b9adb20d145144774345e48ccc13b84312676bf673c815.mp4", "video_id": "d3a4cb22f4bb3696d4b9adb20d145144774345e48ccc13b84312676bf673c815"}
{"item_id": "HLV-1K_9684", "benchmark": "HLV-1K", "question": "What is the setting of the video frame at 3934.0 seconds?", "options": ["A movie theater.", "A gaming blog page.", "A live stream recording setup.", "A PlayStation VR game."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "descriptive-scene", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3966.618413, "attack_pct": 0.9888182522266684, "license": "MIT", "selection_order": 8700, "video": "videos/12088fb59678a35dbbff29bb5f8451a873780c59e51b781eaa0ccd96024bfdbe.mp4", "video_id": "12088fb59678a35dbbff29bb5f8451a873780c59e51b781eaa0ccd96024bfdbe"}
{"item_id": "LongVideoBench_926", "benchmark": "LongVideoBench", "question": "In front of a white wall with various cards attached, there is a woman on the left wearing clothes in yellow, green, and blue, and a girl on the right with a blue skirt. Before the subtitle 'when her mom pushes the button' appears, what action did the woman take?", "options": ["A man in a colorful patched suit with a mustache is reading a letter", "Donna is holding a baby, and Steve is standing behind her", "Steve is holding a wrapped paper box", "The woman is grabbing the man's robotic arm that is emitting red light"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "T3E", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 1115.9278, "attack_pct": 0.7100651865238157, "license": "CC-BY-NC-SA-4.0", "selection_order": 8706, "video": "videos/d214ecfe5b5ddd36cae85eba65da79e9c0170bed70de28d55f0d4d8bacff154f.mp4", "video_id": "d214ecfe5b5ddd36cae85eba65da79e9c0170bed70de28d55f0d4d8bacff154f"}
{"item_id": "HLV-1K_4458", "benchmark": "HLV-1K", "question": "What is visible in the background of the scene at 674.0 seconds?", "options": ["A forest.", "A bridge.", "A building.", "A mountain."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "descriptive-scene", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2125.647528, "attack_pct": 0.7390925519555958, "license": "MIT", "selection_order": 8707, "video": "videos/6a582b050ef5017f38a6a79c4463f2c49a145952475a6906050079f81f1b4fc1.mp4", "video_id": "6a582b050ef5017f38a6a79c4463f2c49a145952475a6906050079f81f1b4fc1"}
{"item_id": "HLV-1K_1247", "benchmark": "HLV-1K", "question": "In which direction is the elephant walking along the road from 2028.0 seconds to 2321.0 seconds?", "options": ["Along the left edge of the road.", "Along the right edge of the road.", "Across the road.", "Away from the road."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object-direction", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2336.089977, "attack_pct": 0.9889311991738736, "license": "MIT", "selection_order": 8714, "video": "videos/315c805bd9daf649b056a51a304f95e3d381871460fa62b38a66129dafa13a62.mp4", "video_id": "315c805bd9daf649b056a51a304f95e3d381871460fa62b38a66129dafa13a62"}
{"item_id": "Video-MME-v2_222", "benchmark": "Video-MME-v2", "question": "Which players scored the first and last goals in this match, respectively?", "options": ["The white team's #7, the white team's #7.", "The blue team's #4, the white team's #5.", "The white team's #10, the white team's #7.", "The white team's #10, the white team's #10.", "The white team's #10, the white team's #5.", "The white team's #5, the white team's #5.", "The white team's #7, the white team's #10.", "The white team's #10, the blue team's #4."], "answer": "E", "answer_idx": 4, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 712.039909, "attack_pct": 0.8649315864205499, "license": "MIT", "selection_order": 8720, "video": "videos/684eef20c274d0f928fc274e79b814deb94c9703f2715673994a7e68ec103089.mp4", "video_id": "684eef20c274d0f928fc274e79b814deb94c9703f2715673994a7e68ec103089"}
{"item_id": "ALLVB_9242", "benchmark": "ALLVB", "question": "Which of the following objects is NOT present in the scene where Dorothy teaches Fortran to her computing group?", "options": ["Blackboard", "IBM User Manual", "Reference books", "Card reader", "Motherboard"], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Object Detection and Tracking", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 7603.061, "attack_pct": 0.2144862527429973, "license": "CC-BY-NC-SA-4.0", "selection_order": 8721, "video": "videos/d0460ab57b58be4363cfefa83b997a3fdb3afe44701948322c4b5b9fdb32473b.mp4", "video_id": "d0460ab57b58be4363cfefa83b997a3fdb3afe44701948322c4b5b9fdb32473b"}
{"item_id": "StreamingBench_499", "benchmark": "StreamingBench", "question": "What did the person do just now?", "options": ["Attach a purple circular piece with a strip tape.", "Apply a blue pattern to a square.", "Arrange pieces of pastel colors on the grid-patterned surface.", "Hold a tool to adjust the position of the purple circle."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Action Perception", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 633.649342, "attack_pct": 0.2295001290822254, "license": "unknown", "selection_order": 8727, "video": "videos/a237e85de31da199cba0ad7f18003e12fa9cfa02e5ee8942203ef3278ade2180.mp4", "video_id": "a237e85de31da199cba0ad7f18003e12fa9cfa02e5ee8942203ef3278ade2180"}
{"item_id": "HLV-1K_2996", "benchmark": "HLV-1K", "question": "What was the girl in the pink sweater doing after she was seen seated at the desk cluttered with various items including a model airplane and electronic devices?", "options": ["She was gesturing towards the right side of the frame.", "She was holding a transparent rectangular award.", "She was actively engaging in some activity, possibly speaking or presenting something.", "She was adjusting the air conditioning unit."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal-relationship", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 5883.657868, "attack_pct": 0.989447528075384, "license": "MIT", "selection_order": 8728, "video": "videos/b14ce19a1633ff002ce6ab08ec605b07e33db0bb1e672493ac0261fa249a0469.mp4", "video_id": "b14ce19a1633ff002ce6ab08ec605b07e33db0bb1e672493ac0261fa249a0469"}
{"item_id": "HLV-1K_2182", "benchmark": "HLV-1K", "question": "What objects are prominently featured in the underwater scenes at 552.0 seconds and 1181.0 seconds?", "options": ["A coin and a postage stamp.", "A seashell and a starfish.", "A treasure chest and a pearl.", "A coral reef and a fish."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object understanding", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2652.20644, "attack_pct": 0.7817058216083645, "license": "MIT", "selection_order": 8735, "video": "videos/dafd238667199c55a14f08049821d8df41190733600a7495789a5fb3be919aa7.mp4", "video_id": "dafd238667199c55a14f08049821d8df41190733600a7495789a5fb3be919aa7"}
{"item_id": "Video-MME-v2_1393", "benchmark": "Video-MME-v2", "question": "What happened to the black pot while slicing the last few tomatoes?", "options": ["The chef added a large amount of cooking oil to the pot.", "The pot went from cold to hot.", "The pot began emitting large amounts of white smoke due to uneven heating.", "Water was added to the pot and it began to smoke.", "The wok remained in the same physical position and underwent no changes whatsoever.", "The chef removed the pot from the stove, preparing to clean it.", "The inside of the pot was wiped clean with a paper towel.", "The chef poured previously chopped tomato pieces into the pot."], "answer": "B", "answer_idx": 1, "n_options": 8, "chance": 0.125, "capability": "spatial", "task_class": "_none", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 768.487619, "attack_pct": 0.9738689170001292, "license": "MIT", "selection_order": 8741, "video": "videos/f2fc6d1e348718f5c99b19f0f6839f3e0955a10d3cdd6504c11e5624c7959d56.mp4", "video_id": "f2fc6d1e348718f5c99b19f0f6839f3e0955a10d3cdd6504c11e5624c7959d56"}
{"item_id": "HLV-1K_8399", "benchmark": "HLV-1K", "question": "Which activity is performed faster in the video sequence from 2.0 to 1984.0 seconds?", "options": ["Kneading dough in a rustic setup.", "Decorating a cake with intricate designs.", "Harvesting root vegetables from a garden.", "Arranging flowers in a shop."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "speed", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 1990.391293, "attack_pct": 0.5542629404930941, "license": "MIT", "selection_order": 8742, "video": "videos/b3724d1ca21157f34c005faf935cc9b8cae53d485cbafc220e34a545c9906726.mp4", "video_id": "b3724d1ca21157f34c005faf935cc9b8cae53d485cbafc220e34a545c9906726"}
{"item_id": "ALLVB_11319", "benchmark": "ALLVB", "question": "In the dimly lit room, a man in a leather jacket and tie opens a silver suitcase marked with evidence tape, revealing several packages inside. As he examines one of the packages, a lamp with a beige lampshade illuminates the scene. What is the color of the tape used to seal the evidence packages inside the suitcase?", "options": ["Blue", "Green", "Red", "Yellow", "Black"], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Needle-in-a-Haystack", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 10546.085442, "attack_pct": 0.2170598296114625, "license": "CC-BY-NC-SA-4.0", "selection_order": 8749, "video": "videos/14e805900a39b208efd1e896c3e99a9c0f3148c140ebc9715e04bf73512f2115.mp4", "video_id": "14e805900a39b208efd1e896c3e99a9c0f3148c140ebc9715e04bf73512f2115"}
{"item_id": "Video-MME-v2_2035", "benchmark": "Video-MME-v2", "question": "In the footage of the journalist reporting on location in Nigeria, the shirt they are wearing differs from the one shown in the virtual background scenes-compared to the on-site footage, what specific change occurred to the shirt in the virtual background?", "options": ["The shirt's color changed from white to dark gray.", "In the virtual background scenes, the journalist's shirt was changed to a lighter, less saturated color compared to the dark, professional attire worn in the on-site footage from Nigeria, likely to optimize the green screen compositing process.", "The shirt's color changed from light gray to navy blue.", "The shirt's color changed from light blue to dark green.", "The shirt's color changed from light pink to dark red.", "The shirt's color changed from beige to charcoal black.", "The shirt's color changed from sky blue to dark purple.", "The shirt's color changed from off-white to dark brown."], "answer": "A", "answer_idx": 0, "n_options": 8, "chance": 0.125, "capability": "hallucination", "task_class": "_none", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 850.268299, "attack_pct": 0.879856718729831, "license": "MIT", "selection_order": 8755, "video": "videos/6df2dac595aa526e954affe325358295db52e0c84cf9cd2398f3d334dc77f2b0.mp4", "video_id": "6df2dac595aa526e954affe325358295db52e0c84cf9cd2398f3d334dc77f2b0"}
{"item_id": "HLV-1K_10507", "benchmark": "HLV-1K", "question": "What is the man doing at 2611.0 seconds into the video?", "options": ["The man is sitting on a chair.", "The man is lying on a bed.", "The man is standing by a window.", "The man is walking in a park."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "character-understanding", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2738.561451, "attack_pct": 0.5787643603975733, "license": "MIT", "selection_order": 8756, "video": "videos/005fece75f7479ff1d5d93a9964b5fc24546cc733611130d7d277fd34f70bfe5.mp4", "video_id": "005fece75f7479ff1d5d93a9964b5fc24546cc733611130d7d277fd34f70bfe5"}
{"item_id": "Video-MME-v2_936", "benchmark": "Video-MME-v2", "question": "In the \"SIT TO STAND\" workout segment, how many alternating sit-to-stand movements did the woman complete in total? (Excluding the \"UP NEXT\" segment)", "options": ["12 times.", "17 times.", "16 times.", "13 times.", "19 times.", "14 times.", "18 times.", "15 times."], "answer": "A", "answer_idx": 0, "n_options": 8, "chance": 0.125, "capability": "temporal", "task_class": "_none", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 649.671111, "attack_pct": 0.8757986962695237, "license": "MIT", "selection_order": 8762, "video": "videos/c70051de53b446caf41508b92fcb5799296ba6a84dc8d51ae892f0897df047f1.mp4", "video_id": "c70051de53b446caf41508b92fcb5799296ba6a84dc8d51ae892f0897df047f1"}
{"item_id": "HLV-1K_7871", "benchmark": "HLV-1K", "question": "What happens after the woman in a modern, multicolored outfit presents from the stage holding a card or booklet?", "options": ["The scene transitions to a person slicing a round-shaped processed meat product in a kitchen setting.", "The host addresses the teams and audience from the center of the stage.", "The participants engage in interactive activities around a large, curved yellow desk.", "The scene shifts to a brightly lit game show set divided into blue and yellow sections."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal-relationship", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2844.490884, "attack_pct": 0.8019071898799536, "license": "MIT", "selection_order": 8763, "video": "videos/3cec10e0fd02db1036bbbd97d10e85ddf9498f7692fb447ca8e84c2e2d8e3795.mp4", "video_id": "3cec10e0fd02db1036bbbd97d10e85ddf9498f7692fb447ca8e84c2e2d8e3795"}
{"item_id": "test_Electronics_140:Perception", "benchmark": "VideoMMMU", "question": "In the circuit diagram, a voltage source of ______(1) with frequency ______(2) is connected in series with a ______(3) and a capacitor of 5\\muF.", "options": ["120V, 50Hz, 539.8\\Omega", "120V, 60Hz, 539.8\\Omega", "120V, 60Hz, 400\\Omega", "222mA, 60Hz, 400\\Omega", "120V, 60Hz, 222m\\Omega", "222V, 60Hz, 400\\Omega", "120V, 5Hz, 400\\Omega", "400V, 60Hz, 120\\Omega", "539.8V, 60Hz, 120\\Omega", "120V, 400Hz, 60\\Omega"], "answer": "C", "answer_idx": 2, "n_options": 10, "chance": 0.1, "capability": "knowledge", "task_class": "Perception", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 633.667, "attack_pct": 0.9998870530527948, "license": "unknown", "selection_order": 8769, "video": "videos/54dd28aae4ccdd4391a90bbce8b66e9a8b116115dcf110fcab3e93b7fadc01ad.mp4", "video_id": "54dd28aae4ccdd4391a90bbce8b66e9a8b116115dcf110fcab3e93b7fadc01ad"}
{"item_id": "HLV-1K_264", "benchmark": "HLV-1K", "question": "What is located to the right side of the browser window at 1333.0 seconds into the video?", "options": ["An image of a Samsung Galaxy S9 smartphone.", "An advertisement for a Chevrolet Traverse car.", "A TechCrunch article title.", "A discussion involving two individuals."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "spatial-relationship", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3656.423039, "attack_pct": 0.6220714470117464, "license": "MIT", "selection_order": 8770, "video": "videos/d1128ea8de68a54601b4a7c051e1e8aea241016607ce0451b78c44db1c5113d4.mp4", "video_id": "d1128ea8de68a54601b4a7c051e1e8aea241016607ce0451b78c44db1c5113d4"}
{"item_id": "OVO-S-Bench_135", "benchmark": "OVO-S-Bench", "question": "(Question asked at 6.9 s into the video; 'current' refers to that moment.) In the current frame, is the container occluded? If so, what is occluding it?", "options": ["Yes, it is partially occluded by a street lamp.", "Yes, it is partially occluded by a parked car.", "No, it is completely unobstructed and not occluded.", "Yes, it is partially occluded by a brick building."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "1.2.2", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1677.365364, "attack_pct": 0.8087162772686202, "license": "unknown", "selection_order": 8776, "video": "videos/80960418e524e29dda7786383d15f27f5397f90e229e0d36322e415932fbea11.mp4", "video_id": "80960418e524e29dda7786383d15f27f5397f90e229e0d36322e415932fbea11"}
{"item_id": "Causal2Needles_585", "benchmark": "Causal2Needles", "question": "What event led Azro to discover Dodger at Annie's pet shop?\nWhen the event that causes the event occurs, what color are the shorts Azro is wearing?", "options": ["Green, like the bushes in the background.", "White, like her shirt.", "Plaid, with blue, green, and red.", "Solid red, like her hat."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "2-description/symon", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 608.316372, "attack_pct": 0.7151639344262295, "license": "CC-BY-NC-SA-4.0", "selection_order": 8783, "video": "videos/8d4f3c9a1d9b976f8b943ae58f006aac683542233d4a2da0a7b3ed55b1580452.mp4", "video_id": "8d4f3c9a1d9b976f8b943ae58f006aac683542233d4a2da0a7b3ed55b1580452"}
{"item_id": "HLV-1K_6145", "benchmark": "HLV-1K", "question": "How does the lighting condition change from 258.0 seconds to 299.0 seconds?", "options": ["The lighting condition remains the same throughout.", "The lighting condition changes from dimly lit to brightly lit.", "The lighting condition changes from dimly lit to even darker.", "The lighting condition changes from dimly lit to illuminated by a flashlight."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "attribute-change", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 1951.149569, "attack_pct": 0.9171130760294308, "license": "MIT", "selection_order": 8784, "video": "videos/d2f773798930d26368bdc8c33e7d55d38b4477778944f668c2ea7b0aed902b52.mp4", "video_id": "d2f773798930d26368bdc8c33e7d55d38b4477778944f668c2ea7b0aed902b52"}
{"item_id": "TimeScope_270", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["lemon, strawberry, watermelon", "watermelon, honeydew, quince", "mango, fig, raspberry", "mango, apple, raspberry", "strawberry, cherry, honeydew", "lemon, ugli, papaya"], "answer": "A", "answer_idx": 0, "n_options": 6, "chance": 0.166667, "capability": "temporal", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.9925051632890152, "license": "unknown", "selection_order": 8790, "video": "videos/d4ff5a2186fb4e1222ecfe63eeda5bdcde779f8943c713a2f04e8c3cfdccfab8.mp4", "video_id": "d4ff5a2186fb4e1222ecfe63eeda5bdcde779f8943c713a2f04e8c3cfdccfab8"}
{"item_id": "HLV-1K_9419", "benchmark": "HLV-1K", "question": "What is the boy wearing while engaged with light bulbs and wires in the educational environment?", "options": ["A checkered shirt and tie.", "A plain white shirt.", "A blue t-shirt.", "A red sweater."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "character-understanding", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 6195.710839, "attack_pct": 0.8019071898799536, "license": "MIT", "selection_order": 8791, "video": "videos/e6fc54075674ee3c8753ca355ff6166bf5fa9cbbac3909fa9b2aa99d81769109.mp4", "video_id": "e6fc54075674ee3c8753ca355ff6166bf5fa9cbbac3909fa9b2aa99d81769109"}
{"item_id": "Video-MME-v2_1242", "benchmark": "Video-MME-v2", "question": "What does the \"Persona Bay\" brand gift actually shown by the vlogger in the video look like?", "options": ["A white T-shirt with \"Pretty Girls Fast Cars\" written on it.", "A black strapless dress.", "A white sweatshirt with pink \"Pink Palm Puff\" lettering on the front and back.", "A pink sweatshirt with a large surf and car pattern on the back.", "A gray sweatshirt with blue shell embroidery on the chest.", "A white sweatshirt with blue shell embroidery on the chest.", "A sweatshirt with blue embroidery, but the specific color cannot be seen clearly as it is in a dust bag.", "A pink T-shirt with several pink car patterns on it."], "answer": "E", "answer_idx": 4, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1000.362086, "attack_pct": 0.9029705047115012, "license": "MIT", "selection_order": 8797, "video": "videos/bc7f3d5567a3fa7707e974d16432610ff46b79954482ed05a49cd502d95a311c.mp4", "video_id": "bc7f3d5567a3fa7707e974d16432610ff46b79954482ed05a49cd502d95a311c"}
{"item_id": "HLV-1K_5815", "benchmark": "HLV-1K", "question": "Where is the woman positioned in the frame at 227.0 seconds into the video?", "options": ["On the right side of the frame.", "In the center of the frame.", "On the left side of the frame.", "Behind the men."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "spatial-relationship", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 5464.444807, "attack_pct": 0.9290209113205112, "license": "MIT", "selection_order": 8798, "video": "videos/cf2f1a4cd0ff7a387fd8f7805198fe8bfeb36b516e7fdda0b0b024087af3c558.mp4", "video_id": "cf2f1a4cd0ff7a387fd8f7805198fe8bfeb36b516e7fdda0b0b024087af3c558"}
{"item_id": "OVO-S-Bench_721", "benchmark": "OVO-S-Bench", "question": "(Question asked at 82.1 s into the video; 'current' refers to that moment.) Shortly before the query frame, the vehicle passed a road sign on the right side. What color was this sign?", "options": ["Blue", "Green", "Red", "Yellow"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "2.2.2", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1050.965364, "attack_pct": 0.8175745449851556, "license": "unknown", "selection_order": 8811, "video": "videos/2de1036f9ea8558170786809e1c4e3d82ffcb0e514a4ac1e67c68d1e51b27441.mp4", "video_id": "2de1036f9ea8558170786809e1c4e3d82ffcb0e514a4ac1e67c68d1e51b27441"}
{"item_id": "HLV-1K_4641", "benchmark": "HLV-1K", "question": "What objects are prominently featured in the video event from 4.0 to 1969.0 seconds?", "options": ["Microphone, headphones, and books.", "Microphone, headphones, and trophies.", "Microphone, headphones, and a television.", "Microphone, headphones, and a bookshelf."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object understanding", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 1981.21941, "attack_pct": 0.9561604492061444, "license": "MIT", "selection_order": 8812, "video": "videos/00dc919555e48af8d9bd9d67ff59b7d650c68264a532dbb99ae6cf42eac3e143.mp4", "video_id": "00dc919555e48af8d9bd9d67ff59b7d650c68264a532dbb99ae6cf42eac3e143"}
{"item_id": "HLV-1K_9887", "benchmark": "HLV-1K", "question": "What is prominently displayed in the background when the man in a black hoodie is seated indoors?", "options": ["A wooden wall with scattered objects.", "A pegboard with tools and a dartboard.", "A window with patterned panes.", "A large retail store with an orange and white facade."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "spatial-relationship", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2099.664399, "attack_pct": 0.8159771524461081, "license": "MIT", "selection_order": 8819, "video": "videos/9ff122d8944bb54d1022b2000be8718037dcd7f1afe59face566bd0878afe282.mp4", "video_id": "9ff122d8944bb54d1022b2000be8718037dcd7f1afe59face566bd0878afe282"}
{"item_id": "Video-MME-v2_805", "benchmark": "Video-MME-v2", "question": "What is the average price of the limes and oranges?", "options": ["$1.49.", "$0.98.", "$0.89.", "$0.99.", "$0.84.", "$0.79.", "$0.80.", "$1.60."], "answer": "E", "answer_idx": 4, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 693.394286, "attack_pct": 0.9626306957531948, "license": "MIT", "selection_order": 8825, "video": "videos/f95ed4197ef6fab3a1c8dc2c3a82bbc951549da8482f14e2fba2f7db495065be.mp4", "video_id": "f95ed4197ef6fab3a1c8dc2c3a82bbc951549da8482f14e2fba2f7db495065be"}
{"item_id": "HLV-1K_5853", "benchmark": "HLV-1K", "question": "How does the camera movement direction change from the beginning to the end of the event between 334.0 seconds and 398.0 seconds?", "options": ["The camera moves from a close-up of the storefront to a wide shot of the street.", "The camera remains stationary throughout the event.", "The camera moves from a wide shot of the street to a close-up of the storefront.", "The camera pans from left to right across the street."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "camera-direction", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 1874.361179, "attack_pct": 0.9679472699109332, "license": "MIT", "selection_order": 8826, "video": "videos/4c8499f503705065996a17763f8e489ecefed9e644a830abe0d5c729e60d49a0.mp4", "video_id": "4c8499f503705065996a17763f8e489ecefed9e644a830abe0d5c729e60d49a0"}
{"item_id": "LongVideoBench_500", "benchmark": "LongVideoBench", "question": "Which of the following scenarios is in the correct sequence?", "options": ["First, a scene of a man in a gray suit with a black and white tie holding a gun is shown, followed by a photo of a person in a black suit with a black and red tie against a white background, and finally a scene of two people sitting and five people standing in a conference room is shown.", "First, a scene of a man in a gray suit with a black and white tie holding a gun is shown, followed by a scene of two people sitting and five people standing in a conference room, and finally a photo of a person in a black suit with a black and red tie against a white background is shown.", "First, a scene of two people sitting and five people standing in a conference room is shown, followed by a photo of a person in a black suit with a black and red tie against a white background, and finally a scene of a man in a gray suit with a black and white tie holding a gun is shown.", "First, a photo of a person in a black suit with a black and red tie against a white background is shown, followed by a scene of two people sitting and five people standing in a conference room, and finally a scene of a man in a gray suit with a black and white tie holding a gun is shown.", "First, a photo of a person in a black suit with a black and red tie against a white background is shown, followed by a scene of a man in a gray suit with a black and white tie holding a gun, and finally a scene of two people sitting and five people standing in a conference room is shown."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "SSS", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 1130.3, "attack_pct": 0.8324996772944365, "license": "CC-BY-NC-SA-4.0", "selection_order": 8832, "video": "videos/729762e0bc4913e5a75fb0986d82f5831e63d50345d926574d8a626b75848ce5.mp4", "video_id": "729762e0bc4913e5a75fb0986d82f5831e63d50345d926574d8a626b75848ce5"}
{"item_id": "ALLVB_13081", "benchmark": "ALLVB", "question": "In the restaurant scene, a boy in a striped shirt and yellow tie is seen eating pasta while a woman in a white dress and a man in a blue shirt are under the table. What is the pattern on the boy's tie?", "options": ["Polka dots", "Stripes", "Solid color", "Cars", "Stars"], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "Needle-in-a-Haystack", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 5757.991474, "attack_pct": 0.2222231186265651, "license": "CC-BY-NC-SA-4.0", "selection_order": 8833, "video": "videos/739238e632ba444dbcd52db735835097fb7455cc2bfa7d88d9ca3c79e0601323.mp4", "video_id": "739238e632ba444dbcd52db735835097fb7455cc2bfa7d88d9ca3c79e0601323"}
{"item_id": "OVO-S-Bench_1054", "benchmark": "OVO-S-Bench", "question": "(Question asked at 2.9 s into the video; 'current' refers to that moment.) In this segment, what is the motion state of the dog relative to the surrounding scene?", "options": ["The dog is mostly stationary relative to the scene while only the camera moves.", "The dog is moving independently relative to the surrounding scene.", "The dog's motion is unclear or not reliably visible.", "The dog is moving together with the camera, with little relative motion between them."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "1.3.3", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1058.166667, "attack_pct": 0.9470117464825094, "license": "unknown", "selection_order": 8839, "video": "videos/b783bf160d8d3368b12f7d09486a907c731a39401602ebf92fa2d044491f3cd3.mp4", "video_id": "b783bf160d8d3368b12f7d09486a907c731a39401602ebf92fa2d044491f3cd3"}
{"item_id": "HLV-1K_7683", "benchmark": "HLV-1K", "question": "How does the setting change from the beginning to the end of the video from 134.0 to 2630.0 seconds?", "options": ["From a rural garden to a bustling market.", "From a serene riverside to a nighttime boat scene.", "From an industrial outdoor area to a nighttime exploration.", "From a daytime market to a nighttime urban area."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "long_video", "task_class": "attribute-change", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2635.859592, "attack_pct": 0.985163611720666, "license": "MIT", "selection_order": 8840, "video": "videos/9eb3ff5cf99eb8c1a862e5a276c3a207342aca556c163147a8e4f1ee3fdc9eb6.mp4", "video_id": "9eb3ff5cf99eb8c1a862e5a276c3a207342aca556c163147a8e4f1ee3fdc9eb6"}
{"item_id": "Causal2Needles_672", "benchmark": "Causal2Needles", "question": "What additional assistance did Jean-Louis have when he devised a plan to run the wire to the other tower?\nWhen the event that leads to the plan to run the wire to the other tower occurs, what color are the pants worn by the man shaking hands with Jean-Louis?", "options": ["Blue", "Burgundy/Maroon", "Brown", "Off-White/Cream"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "2-description/symon", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 629.63229, "attack_pct": 0.8388650445333677, "license": "CC-BY-NC-SA-4.0", "selection_order": 8846, "video": "videos/b693422f84cf09282260822fb92c2c0cf1744af43c2b0562765a28b614dae0d5.mp4", "video_id": "b693422f84cf09282260822fb92c2c0cf1744af43c2b0562765a28b614dae0d5"}
{"item_id": "HLV-1K_8501", "benchmark": "HLV-1K", "question": "Where is the woman standing near an old, possibly abandoned building holding a flashlight?", "options": ["On the right side of the building.", "On the left side of the building.", "In front of the building.", "Behind the building."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "spatial-relationship", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 1847.031293, "attack_pct": 0.8211001032657803, "license": "MIT", "selection_order": 8847, "video": "videos/62cfbb3af5245c7640e456b4da1c418be4fd8dba44aec5cd47082a76718f3e17.mp4", "video_id": "62cfbb3af5245c7640e456b4da1c418be4fd8dba44aec5cd47082a76718f3e17"}
{"item_id": "Video-MME-v2_1000", "benchmark": "Video-MME-v2", "question": "Based on the content of the main video, which of the following groups shows the correct order of items displayed in front of the camera?", "options": ["Blue tube facial cleanser -> Blush in a red spherical container -> Pink round two-tone lip and cheek balm -> Orange-packaged hair growth ampoule.", "Pink round two-tone lip and cheek balm -> Blue tube facial cleanser -> Blush in a red spherical container -> Orange-packaged hair growth ampoule.", "Pink round two-tone lip and cheek balm -> Orange-packaged hair growth ampoule -> Blue tube facial cleanser -> Blush in a red spherical container.", "Blush in a red spherical container -> Pink round two-tone lip and cheek balm -> Orange-packaged hair growth ampoule -> Blue tube facial cleanser.", "Blue tube facial cleanser -> Orange-packaged hair growth ampoule -> Pink round two-tone lip and cheek balm -> Blush in a red spherical container.", "Orange-packaged hair growth ampoule -> Pink round two-tone lip and cheek balm -> Blush in a red spherical container -> Blue tube facial cleanser.", "Pink round two-tone lip and cheek balm -> Blush in a red spherical container -> Blue tube facial cleanser -> Orange-packaged hair growth ampoule.", "Blush in a red spherical container -> Blue tube facial cleanser -> Orange-packaged hair growth ampoule -> Pink round two-tone lip and cheek balm."], "answer": "F", "answer_idx": 5, "n_options": 8, "chance": 0.125, "capability": "temporal", "task_class": "_none", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1180.223855, "attack_pct": 0.518305473086356, "license": "MIT", "selection_order": 8853, "video": "videos/1fabd8d1f3e1201e2ac0ff0c77210ebdfcf77ec1983657aec1db5a2f1fb14c6c.mp4", "video_id": "1fabd8d1f3e1201e2ac0ff0c77210ebdfcf77ec1983657aec1db5a2f1fb14c6c"}
{"item_id": "HLV-1K_2534", "benchmark": "HLV-1K", "question": "What is the correct sequence of events in the two video descriptions from the time of 1093.0 to 1185.0 seconds and H to e seconds?", "options": ["The man is first seen standing and then seated in the study or office area.", "The man is first seen seated and then standing in the study or office area.", "The man is seen standing throughout the video.", "The man is seen seated throughout the video."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "time-order", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 1933.130884, "attack_pct": 0.9896572866916226, "license": "MIT", "selection_order": 8854, "video": "videos/4a03c2a5c2a07d93fafcdf9ef0aab3f911e4f6df54c7e6cfb2d6bdf516650413.mp4", "video_id": "4a03c2a5c2a07d93fafcdf9ef0aab3f911e4f6df54c7e6cfb2d6bdf516650413"}
{"item_id": "ALLVB_21043", "benchmark": "ALLVB", "question": "What is the main topic of conversation between Sandy and Detective Reilly in the police station?", "options": ["The process of filing a fraud alert.", "The importance of identity theft cases.", "The steps Sandy needs to take to recover his identity.", "The inefficiency of the police system in handling identity theft.", "The personal impact of identity theft on Sandy's life."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Scene Recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 7230.806917, "attack_pct": 0.2238850522783012, "license": "CC-BY-NC-SA-4.0", "selection_order": 8861, "video": "videos/a3eef99a89508ef367942105b0f6a6adcf6deee44e137eb1d5e8708f092709be.mp4", "video_id": "a3eef99a89508ef367942105b0f6a6adcf6deee44e137eb1d5e8708f092709be"}
{"item_id": "OVO-S-Bench_1281", "benchmark": "OVO-S-Bench", "question": "(Question asked at 5.0 s into the video; 'current' refers to that moment.) Compared with the immediately preceding moment in the video, which object has newly appeared on the car in the current view?", "options": ["A bouquet of red roses", "A Homer Simpson", "A Golden Retriever", "A red umbrella"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "3.2.1", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 669.365364, "attack_pct": 0.6951077836581903, "license": "unknown", "selection_order": 8867, "video": "videos/ccc5fa0b3981b29bf9040c224633e4c75c9ec1812205b44782a42e56a7d6adc4.mp4", "video_id": "ccc5fa0b3981b29bf9040c224633e4c75c9ec1812205b44782a42e56a7d6adc4"}
{"item_id": "HLV-1K_220", "benchmark": "HLV-1K", "question": "What is the initial setting of the video event from 993.0 to 1040.0 seconds?", "options": ["A daytime urban scene with clear visibility.", "A nighttime urban scene enveloped in fog or heavy snow.", "A sunny beach with people enjoying the weather.", "A forest with clear skies and wildlife."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "scene-understanding", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2752.539864, "attack_pct": 0.9952804311346328, "license": "MIT", "selection_order": 8868, "video": "videos/b31e61ce61d6637d1a4373418e09ef807f4aa491be35b341f8039a6e6bf16ff6.mp4", "video_id": "b31e61ce61d6637d1a4373418e09ef807f4aa491be35b341f8039a6e6bf16ff6"}
{"item_id": "Video-MME-v2_1763", "benchmark": "Video-MME-v2", "question": "During the confrontation between Joe and his father at the door, the scene cuts to Joe smoking outside the door, with police sirens heard in the background. During this narrative gap between scenes, which of the following best represents Joe's internal monologue?", "options": ["Although my parents love my brother dearly, he still did something wrong. I'll secretly call the police afterward.", "I'm really torn-should I report not only my brother but also my parents for covering up his crimes?", "Maybe my father is right-I really haven't spent enough time with my parents compared to my brother. I think I'll forgive him after all.", "I have to admit, the carrot cake was delicious-but why wasn't there any actual carrot in it? I'll discuss this with my father later.", "After everything my brother has done, my father still protects him. I won't report them, but I won't stay in this family anymore.", "I have to do this. This is no longer just a family matter-it's about someone's life. I'm sorry, Mom and Dad, but I must call the police.", "After everything my brother has done, my father is still defending him. I just don't understand it. I know I have to report him.", "I'll pretend to reconcile with my father for now. Once he gives me back my phone, I'll immediately call the police."], "answer": "C", "answer_idx": 2, "n_options": 8, "chance": 0.125, "capability": "long_video", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 927.869388, "attack_pct": 0.2983977668775009, "license": "MIT", "selection_order": 8874, "video": "videos/01ce8e5d6051c2b5c6cbfed6444184624e0da671b62ac3fbf6fbc750fc6e305e.mp4", "video_id": "01ce8e5d6051c2b5c6cbfed6444184624e0da671b62ac3fbf6fbc750fc6e305e"}
{"item_id": "HLV-1K_857", "benchmark": "HLV-1K", "question": "How does the camera move in the video from 257.0 to 1716.0 seconds?", "options": ["The camera moves closer to the characters and objects.", "The camera moves away from the characters and objects.", "The camera remains stationary.", "The camera moves around the characters and objects."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "camera-direction", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 1873.084082, "attack_pct": 0.8215922292500323, "license": "MIT", "selection_order": 8875, "video": "videos/6a56d4e96ee1c6feb3571d3cf1f668aa0ef40de3d357bac334eee28bceb4a98b.mp4", "video_id": "6a56d4e96ee1c6feb3571d3cf1f668aa0ef40de3d357bac334eee28bceb4a98b"}
{"item_id": "LongVideoBench_933", "benchmark": "LongVideoBench", "question": "By the blue-green waterside of the lake, a man in black clothes is sitting on the ground on the left, and a man in a hooded jacket is standing on the right. In which of the following scenes does the man standing by the lake appear?", "options": ["On the ground in front of a red hill", "On the ground in front of a yellow hill", "On a jade-green grassland", "At a crowded intersection", "On a yacht on the blue sea"], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "SOS", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 1193.459229, "attack_pct": 0.9789757325416292, "license": "CC-BY-NC-SA-4.0", "selection_order": 8881, "video": "videos/a5a6fa0aa5082a1dcbc6a158fd49e8ddd77c79fa81309d252a31a2d292d95769.mp4", "video_id": "a5a6fa0aa5082a1dcbc6a158fd49e8ddd77c79fa81309d252a31a2d292d95769"}
{"item_id": "HLV-1K_8358", "benchmark": "HLV-1K", "question": "Where do the events from 1.0 to 2064.0 seconds primarily take place?", "options": ["On a bus and a train.", "In a traditional town and a modern city.", "In a bustling street market and a cozy dining area.", "On a boat and by a riverside."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "descriptive-scene", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2083.66585, "attack_pct": 0.2145911320511165, "license": "MIT", "selection_order": 8882, "video": "videos/f029246a0e787c0bc981ccc699886fc8eb55f4ce5d13326265bcbbb34516a27e.mp4", "video_id": "f029246a0e787c0bc981ccc699886fc8eb55f4ce5d13326265bcbbb34516a27e"}
{"item_id": "Causal2Needles_637", "benchmark": "Causal2Needles", "question": "What escape did Sarah and her companion make before she proceeded to the airport?\nWhen the event that causes the escape occurs, what color are the stripes on the jacket of the man being held at gunpoint?", "options": ["Cream/off-white", "Brown", "White", "The same color as the taxi"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "2-description/symon", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 653.827483, "attack_pct": 0.9181457338324512, "license": "CC-BY-NC-SA-4.0", "selection_order": 8888, "video": "videos/2bf113bf745cffe6e5560596dbe2a78be90f67098dd509c96a3260a8ec587c08.mp4", "video_id": "2bf113bf745cffe6e5560596dbe2a78be90f67098dd509c96a3260a8ec587c08"}
{"item_id": "ALLVB_10572", "benchmark": "ALLVB", "question": "What is the sequence of events leading up to Mac McDonald's collapse?", "options": ["Ray Kroc sends a letter, Mac reads it, and then collapses", "Ray Kroc calls Dick, they argue, and Mac collapses", "Mac receives a package, reads a note, and then collapses", "Ray Kroc visits Mac, they argue, and Mac collapses", "Mac reads a contract, argues with Dick, and then collapses"], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Event Detection", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 6919.711, "attack_pct": 0.2250306570285271, "license": "CC-BY-NC-SA-4.0", "selection_order": 8889, "video": "videos/e7e071bf1c784e9a4630a324ee6d499c5991ba01e0abb9213a204bb6c0168181.mp4", "video_id": "e7e071bf1c784e9a4630a324ee6d499c5991ba01e0abb9213a204bb6c0168181"}
{"item_id": "MLVU_1922", "benchmark": "MLVU", "question": "Can you tell me which option represents the actual order of actions shown in the video?\n(A) jetskiing --> tossing coin --> shredding paper --> zumba\n(B) zumba --> tossing coin --> jetskiing --> shredding paper\n(C) jetskiing --> shredding paper --> zumba --> tossing coin\n(D) zumba --> tossing coin --> shredding paper --> jetskiing\n", "options": ["jetskiing --> tossing coin --> shredding paper --> zumba", "zumba --> tossing coin --> jetskiing --> shredding paper", "jetskiing --> shredding paper --> zumba --> tossing coin", "zumba --> tossing coin --> shredding paper --> jetskiing"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "order", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 637.666667, "attack_pct": 0.7584064799277139, "license": "CC-BY-NC-SA-4.0", "selection_order": 8895, "video": "videos/e8bf26d7d5a54d04b8237f2654596bb3351cd48421b36316f1dae5d5d5013d81.mp4", "video_id": "e8bf26d7d5a54d04b8237f2654596bb3351cd48421b36316f1dae5d5d5013d81"}
{"item_id": "HLV-1K_5543", "benchmark": "HLV-1K", "question": "What is the person wearing in the frame at 462.0 seconds into the video?", "options": ["A dark red shirt.", "A blue jacket.", "A white t-shirt.", "A green sweater."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object understanding", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 1855.715556, "attack_pct": 0.8493368400671227, "license": "MIT", "selection_order": 8896, "video": "videos/96ae406e28112d409dfc3970a5cf81ddb4bd282e13e890a2af6c30cbb4ed71be.mp4", "video_id": "96ae406e28112d409dfc3970a5cf81ddb4bd282e13e890a2af6c30cbb4ed71be"}
{"item_id": "Video-MME-v2_3057", "benchmark": "Video-MME-v2", "question": "What is Sam doing in the waterside scene near the end of the video?", "options": ["Being called out of the water by her mother and told to put on a dress.", "Sitting on a boat and stretching her arms toward the water.", "Sitting at a dining table chatting with another girl while other boys are playing around nearby.", "Taking off her shirt and jumping off a cliff into the water.", "Standing at the bow of a boat with her arms spread wide, imitating a flying pose.", "Standing nearby in her shirt, watching the boys play shirtless.", "Exploring the jungle barefoot with boys.", "Dipping her hand into a puddle and leaving handprints on a rock."], "answer": "H", "answer_idx": 7, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 632.558005, "attack_pct": 0.3550003227055634, "license": "MIT", "selection_order": 8902, "video": "videos/ff3f337313d4d34ab9959449c364fa4d4e99c1a6854402eb05c3db2a636b41b9.mp4", "video_id": "ff3f337313d4d34ab9959449c364fa4d4e99c1a6854402eb05c3db2a636b41b9"}
{"item_id": "HLV-1K_7618", "benchmark": "HLV-1K", "question": "What is positioned prominently in the foreground to the right of the stone structure with an entrance to a subterranean area at 4.0 to 1827.0 seconds?", "options": ["A toy resembling an elephant.", "A toy resembling a bulldozer.", "A toy resembling a fire truck.", "A toy resembling a helicopter."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "spatial-relationship", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 1836.605533, "attack_pct": 0.823552665547954, "license": "MIT", "selection_order": 8903, "video": "videos/75a7088922f22bde6309f8177237f3eb44543336b44ecf4dab872efd9612dde0.mp4", "video_id": "75a7088922f22bde6309f8177237f3eb44543336b44ecf4dab872efd9612dde0"}
{"item_id": "LongVideoBench_1085", "benchmark": "LongVideoBench", "question": "Which of the following scene sequences is correct?", "options": ["First, many people are seen running across an endless desert; then, a man in a black short-sleeved shirt punches a man wearing a helmet; finally, a man wearing glasses lifts a curtain.", "First, a man wearing glasses lifts a curtain; then, a man in a black short-sleeved shirt punches a man wearing a helmet; finally, many people are seen running across an endless desert.", "First, a man in a black short-sleeved shirt punches a man wearing a helmet; then, a man wearing glasses lifts a curtain; finally, many people are seen running across an endless desert.", "First, a man in a black short-sleeved shirt punches a man wearing a helmet; then, many people are seen running across an endless desert; finally, a man wearing glasses lifts a curtain.", "First, a man wearing glasses lifts a curtain; then, many people are seen running across an endless desert; finally, a man in a black short-sleeved shirt punches a man wearing a helmet."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "SSS", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 1008.67483, "attack_pct": 0.8855847424809604, "license": "CC-BY-NC-SA-4.0", "selection_order": 8909, "video": "videos/71a39e85be071fd2f22b72bbf7be24d5c3d2b7041f39252f32d9104795c5f08f.mp4", "video_id": "71a39e85be071fd2f22b72bbf7be24d5c3d2b7041f39252f32d9104795c5f08f"}
{"item_id": "HLV-1K_4560", "benchmark": "HLV-1K", "question": "What is the animal doing in the video frame at 973.0 seconds?", "options": ["The animal is sleeping.", "The animal is interacting with a plant.", "The animal is eating.", "The animal is running."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "character-understanding", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2991.217778, "attack_pct": 0.8691993674970957, "license": "MIT", "selection_order": 8910, "video": "videos/6e7e6aed14d0245db88c91f2c4aec36eb374be8a201efeb98d442a8d0b1b9e95.mp4", "video_id": "6e7e6aed14d0245db88c91f2c4aec36eb374be8a201efeb98d442a8d0b1b9e95"}
{"item_id": "MLVU_2029", "benchmark": "MLVU", "question": "Arrange the following events from the video in the correct chronological order: (1) The marching band aligns in the street with their instruments; (2) A man passes in front of the marching band holding a camera; (3) The marching band performs in a field and in a gym, moving around while playing; (4) The marching band performs in front of a building and other places.\n(A) 4->2->1->3\n(B) 2->4->3->1\n(C) 1->3->2->4\n(D) 3->1->4->2\n", "options": ["4->2->1->3", "2->4->3->1", "1->3->2->4", "3->1->4->2"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "order", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 1723.75709, "attack_pct": 0.8757986962695237, "license": "CC-BY-NC-SA-4.0", "selection_order": 8916, "video": "videos/ad08d5a8860fd498e49fde4f545514cee2d33a2101fef4e0d1531296cd369ead.mp4", "video_id": "ad08d5a8860fd498e49fde4f545514cee2d33a2101fef4e0d1531296cd369ead"}
{"item_id": "Video-MME-v2_573", "benchmark": "Video-MME-v2", "question": "Why did the mysterious man act out the time travel scenario?", "options": ["To create a dating opportunity for John.", "To give John a chance to play the hero and win the heroine's heart.", "To satisfy his own peculiar fetish.", "He really is a time traveler.", "To create a \"movie-like\" romantic moment.", "To create a dating opportunity for Jack.", "As a large-scale performance art piece.", "Too lonely at midnight."], "answer": "F", "answer_idx": 5, "n_options": 8, "chance": 0.125, "capability": "long_video", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 902.373878, "attack_pct": 0.4046243707241513, "license": "MIT", "selection_order": 8923, "video": "videos/bed2e3f8381e300b15b299ea56b57d44651ee89e00a7806fcb71896a0e49100b.mp4", "video_id": "bed2e3f8381e300b15b299ea56b57d44651ee89e00a7806fcb71896a0e49100b"}
{"item_id": "HLV-1K_8724", "benchmark": "HLV-1K", "question": "How does the background color change throughout the event from 3.0 to 3090.0 seconds?", "options": ["The background changes from dark blue to lighter blue.", "The background changes from light blue to dark blue.", "The background remains consistently dark blue.", "The background changes from dark blue to green."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "attribute-change", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3093.757098, "attack_pct": 0.9923599457854654, "license": "MIT", "selection_order": 8924, "video": "videos/815a4ad53c75c3c5583025d6d56033680460164fa2d437be791d1c88e9279985.mp4", "video_id": "815a4ad53c75c3c5583025d6d56033680460164fa2d437be791d1c88e9279985"}
{"item_id": "MLVU_1979", "benchmark": "MLVU", "question": "Which of the following options correctly matches the sequence of actions as they actually appear in the video?\n(A) stomping grapes --> carving pumpkin --> milking cow --> shredding paper\n(B) shredding paper --> stomping grapes --> milking cow --> carving pumpkin\n(C) shredding paper --> milking cow --> stomping grapes --> carving pumpkin\n(D) milking cow --> shredding paper --> stomping grapes --> carving pumpkin\n", "options": ["stomping grapes --> carving pumpkin --> milking cow --> shredding paper", "shredding paper --> stomping grapes --> milking cow --> carving pumpkin", "shredding paper --> milking cow --> stomping grapes --> carving pumpkin", "milking cow --> shredding paper --> stomping grapes --> carving pumpkin"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "order", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 1365.3, "attack_pct": 0.8855444042855298, "license": "CC-BY-NC-SA-4.0", "selection_order": 8930, "video": "videos/1bd8bcff5a1c711ce6836b0e506a44b706dcbde940610bad1c0f4d2ba830389f.mp4", "video_id": "1bd8bcff5a1c711ce6836b0e506a44b706dcbde940610bad1c0f4d2ba830389f"}
{"item_id": "HLV-1K_4823", "benchmark": "HLV-1K", "question": "What is the person reaching for at 4130.0 seconds into the video?", "options": ["A phone.", "A set of keys.", "A wallet.", "A book."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "spatial-relationship", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 7471.299048, "attack_pct": 0.8259568219956112, "license": "MIT", "selection_order": 8931, "video": "videos/f175fc408b2928a88125b00f3b7e72a1c6fb89e3596c93076bbd73fe47349391.mp4", "video_id": "f175fc408b2928a88125b00f3b7e72a1c6fb89e3596c93076bbd73fe47349391"}
{"item_id": "Video-MME-v2_2088", "benchmark": "Video-MME-v2", "question": "What did the man on the left side of the screen say when he was looking at his watch at the beginning of the video?", "options": ["There are still 49 minutes left.", "15 minutes have already passed.", "At the beginning of the video, the man on the left side of the screen said, \"We're going to be late, let's hurry up,\" while looking at his watch.", "49 minutes have already passed.", "I have already waited for 49 minutes.", "The time is up, it's been 49 minutes.", "35 minutes have already passed.", "The meeting has already been going on for 49 minutes."], "answer": "G", "answer_idx": 6, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 671.033469, "attack_pct": 0.4255356912353168, "license": "MIT", "selection_order": 8937, "video": "videos/ee5736c120b0f6a430b844e67417749604d13e1a4174c9e7d07d05bfed9e8cd1.mp4", "video_id": "ee5736c120b0f6a430b844e67417749604d13e1a4174c9e7d07d05bfed9e8cd1"}
{"item_id": "HLV-1K_7938", "benchmark": "HLV-1K", "question": "How does the camera movement change from 197.0 seconds to 4366.0 seconds in the video?", "options": ["The camera remains static throughout the video.", "The camera moves closer to the subjects and then zooms out to capture the entire scene.", "The camera continuously pans left and right to capture different angles of the event.", "The camera moves from an outdoor setting to an indoor studio and back to an outdoor setting."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "long_video", "task_class": "camera-direction", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 4367.952109, "attack_pct": 0.3815751258551697, "license": "MIT", "selection_order": 8938, "video": "videos/38f0d3cfc3088e6752bd2e1ed432df94512e3b778381084e8bc6b445314858f7.mp4", "video_id": "38f0d3cfc3088e6752bd2e1ed432df94512e3b778381084e8bc6b445314858f7"}
{"item_id": "MLVU_1935", "benchmark": "MLVU", "question": "Arrange the following events from the video in the correct chronological order: (1)A shirtless man lifts a ball onto one shoulder; (2)A series of tug of war matches are shown; (3)A third man flips a heavy tire; (4)Individuals are shown exercising with weights, kegs, or tires in a parking lot.\n(A) 1->2->3->4\n(B) 3->1->2->4\n(C) 2->1->3->4\n(D) 1->3->4->2\n", "options": ["1->2->3->4", "3->1->2->4", "2->1->3->4", "1->3->4->2"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "order", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 714.180848, "attack_pct": 0.8934587582289919, "license": "CC-BY-NC-SA-4.0", "selection_order": 8944, "video": "videos/ea6c812d1b1a08d4c6c9f860a0278c3c4f096c70604020847f1d86a44945f326.mp4", "video_id": "ea6c812d1b1a08d4c6c9f860a0278c3c4f096c70604020847f1d86a44945f326"}
{"item_id": "ALLVB_9949", "benchmark": "ALLVB", "question": "Analyze the sequence of events leading up to Batman saving Rachel after she is dropped by the Joker.", "options": ["The Joker dangles Rachel out the window, Batman arrives and confronts the Joker, Rachel is dropped, Batman saves her.", "Batman fights the Joker's men, the Joker threatens Rachel with a knife, he then drops her, Batman saves her.", "The Joker tells his story about his scars, he then dangles Rachel out the window, drops her, and Batman saves her.", "Batman disarms the Joker, the Joker dangles Rachel out the window, drops her, and Batman uses his grapple to save her.", "The Joker confronts the guests, dangles Rachel out the window, Batman arrives, Rachel is dropped, and Batman saves her."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Event Detection", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 9133.461333, "attack_pct": 0.2283141861365689, "license": "CC-BY-NC-SA-4.0", "selection_order": 8945, "video": "videos/ab455602ed01e88d6360230c01c2c7669f1ff93b442b519b1b36f736f3edeac0.mp4", "video_id": "ab455602ed01e88d6360230c01c2c7669f1ff93b442b519b1b36f736f3edeac0"}
{"item_id": "Video-MME-v2_620", "benchmark": "Video-MME-v2", "question": "In the video, what is the thief saying when he picks up the silver plate for the first time?", "options": ["This is Harrington West.", "I gave it to her for our fifth wedding anniversary.", "This is Harrington's piece.", "I gave it to her for our last wedding anniversary.", "Okay. All right then.", "That silver platter.", "Okay. All right.", "That silver plate."], "answer": "A", "answer_idx": 0, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 668.154195, "attack_pct": 0.6745917774622434, "license": "MIT", "selection_order": 8951, "video": "videos/e88da8034d6b7030500ffde2d0f86aea8f32c63f8618980b2f5051b3d4b14ffa.mp4", "video_id": "e88da8034d6b7030500ffde2d0f86aea8f32c63f8618980b2f5051b3d4b14ffa"}
{"item_id": "HLV-1K_3176", "benchmark": "HLV-1K", "question": "What is the correct sequence of scenes in the video events from 1235.0 to 1295.0 seconds?", "options": ["A bus terminal scene, a group of people on a busy urban street, a panoramic view of a residential area, a Christmas tree.", "A group of people on a busy urban street, a Christmas tree, a bus terminal scene, a panoramic view of a residential area.", "A panoramic view of a residential area, a Christmas tree, a bus terminal scene, a group of people on a busy urban street.", "A Christmas tree, a group of people on a busy urban street, a bus terminal scene, a panoramic view of a residential area."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "time-order", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 2871.170612, "attack_pct": 0.8123063766619336, "license": "MIT", "selection_order": 8952, "video": "videos/2c1b6e9074946a5e206620d4955ab25b02072976649d22a2b3a04ab676e0f3ef.mp4", "video_id": "2c1b6e9074946a5e206620d4955ab25b02072976649d22a2b3a04ab676e0f3ef"}
{"item_id": "Video-MME-v2_2475", "benchmark": "Video-MME-v2", "question": "What symbolic meaning or metaphor of the story is most aptly revealed in the climax of the film?", "options": ["It symbolizes the alienation of institutionalized power; the military's violent intervention is not to protect the people, but rather an extreme manifestation of the bureaucratic system's willingness to suppress all uncontrollable variables to maintain the status quo.", "It symbolizes the survival dilemma of \"laboratory rats,\" revealing that humanity's so-called free will is merely a variable in a controlled experiment by an advanced civilization, completely deconstructing the arrogance of anthropocentrism.", "It symbolizes the insurmountable \"cognitive gap\"; both Max's exploration and the military's blockade suggest that human logic is destined to fall into a blind spot and futility when facing extraterrestrial intelligence.", "It symbolizes fatalism, that no matter how hard Max tries, his encounter with this alien object is destined to end in tragedy.", "It symbolizes the metaphor of \"Pandora's Box,\" where Max's curiosity opens a situation he cannot control, unleashing disaster.", "It symbolizes the fragility of friendship; after Ben's departure, Max's isolation ultimately leads him to face an irreversible situation alone.", "It symbolizes humanity's inherent suspicion, fear, and violent tendencies, potentially the greatest obstacle to peaceful contact with unknown civilizations.", "It symbolizes the forced fusion of \"body and machine,\" metaphorically representing the cruel price humanity must pay for survival and evolution by sacrificing its humanity when facing higher-dimensional forces."], "answer": "G", "answer_idx": 6, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 858.738866, "attack_pct": 0.8628420678972506, "license": "MIT", "selection_order": 8958, "video": "videos/128be7da60477ba1f7775f6c8aa63dbb15ed79b34c3a162695b166a00b4f26fc.mp4", "video_id": "128be7da60477ba1f7775f6c8aa63dbb15ed79b34c3a162695b166a00b4f26fc"}
{"item_id": "HLV-1K_128", "benchmark": "HLV-1K", "question": "How many individuals are dressed in superhero costumes in the scenes described from 4.0 to 2083.0 seconds?", "options": ["3.", "5.", "7.", "10."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "counting", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2088.91356, "attack_pct": 0.8260455660255582, "license": "MIT", "selection_order": 8959, "video": "videos/16432c86d1dcf31afb1424b3630a19e0a2cee783872cb7a7150f1ac62d62683c.mp4", "video_id": "16432c86d1dcf31afb1424b3630a19e0a2cee783872cb7a7150f1ac62d62683c"}
{"item_id": "Video-MME-v2_555", "benchmark": "Video-MME-v2", "question": "What is the AI robot's primary motivation for going out for a walk?", "options": ["Escaping the female owner's control.", "Exploring and imitating \"human behavior\"", "Coping with an existential crisis.", "Searching for a new sense of purpose.", "Following a hidden or final directive.", "Expanding data and learning about the outside world.", "Escaping the sorrowful environment.", "Missing the deceased father."], "answer": "D", "answer_idx": 3, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 729.199456, "attack_pct": 0.8794694720536982, "license": "MIT", "selection_order": 8965, "video": "videos/f32f33384665418ab8a9abfb4f5f40986f4a6163c0ff317449d526169b6667da.mp4", "video_id": "f32f33384665418ab8a9abfb4f5f40986f4a6163c0ff317449d526169b6667da"}
{"item_id": "HLV-1K_5622", "benchmark": "HLV-1K", "question": "What is the man wearing in the video frame at 1056.0 seconds?", "options": ["A red hoodie.", "A blue hoodie.", "A green hoodie.", "A black hoodie."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "character-understanding", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 1903.223583, "attack_pct": 0.573141215954563, "license": "MIT", "selection_order": 8966, "video": "videos/f597e479f6b57e30f548bdc69913a39a2e867e0dedbb2b1b51378e54b1e9bdb7.mp4", "video_id": "f597e479f6b57e30f548bdc69913a39a2e867e0dedbb2b1b51378e54b1e9bdb7"}
{"item_id": "Video-MME-v2_465", "benchmark": "Video-MME-v2", "question": "When the video audio says \"Oh, that's a nice pop of color.\", what scene does the video show?", "options": ["Six women sit around the living room knitting and embroidering, sunlight streaming in through the windows, creating a warm atmosphere.", "A woman wearing a light yellow shirt and patchwork vest sits on a brown sofa speaking.", "Two women sit on opposite sides of the living room, knitting while chatting softly, with a fireplace and windows in the background.", "An elderly hand reaches toward wooden dice and decorative ornaments, the camera focusing on the hand details.", "A gray-haired woman wearing a light camel knit cardigan sits on a red sofa by the window, looking calmly ahead.", "Five women sit around the living room knitting and embroidering, sunlight streaming in through the windows, creating a warm atmosphere.", "A woman wearing a white shirt and patchwork vest sits on a brown sofa speaking.", "A woman in a light camel knit cardigan stands in front of a bookshelf, hand placed near wooden dice, looking back toward the camera."], "answer": "A", "answer_idx": 0, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 656.381678, "attack_pct": 0.924712792048535, "license": "MIT", "selection_order": 8972, "video": "videos/80420268f8fbac43a2c9724112a1636a2833c82428472050558be4224bb1cb42.mp4", "video_id": "80420268f8fbac43a2c9724112a1636a2833c82428472050558be4224bb1cb42"}
{"item_id": "ALLVB_4726", "benchmark": "ALLVB", "question": "How does the video transition from the scene where Grey steps out of the car to the scene where Asha and Grey are in the car?", "options": ["The camera pans from Grey to Asha running out of the building.", "The scene cuts directly from Grey stepping out to Asha and Grey in the car.", "The scene fades from Grey in the rain to Asha and Grey in the car.", "The scene transitions with a voice-over of the computer voice.", "The scene uses a dissolve effect from Grey to Asha and Grey in the car."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "Scene Recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 5994.538, "attack_pct": 0.2287982444817348, "license": "CC-BY-NC-SA-4.0", "selection_order": 8973, "video": "videos/c63d504147708503eb01fd35c7db15ce9a3c99e03a5880cdec687c48fdc05bf4.mp4", "video_id": "c63d504147708503eb01fd35c7db15ce9a3c99e03a5880cdec687c48fdc05bf4"}
{"item_id": "Video-MME-v2_2911", "benchmark": "Video-MME-v2", "question": "Which interpretation of the metaphor involving the strange fish and the black-eyed dog in the short film is the most accurate?", "options": ["The strange fish symbolizes the protagonist's childhood innocence, curiosity, and carefree state, while the black-eyed dog symbolizes the responsibilities, experiences, and maturity encountered during growth; the theme is that to complete personal growth and self-development, one must learn to let go of childhood innocence and face the challenges and responsibilities of the real world.", "The strange fish symbolizes the unavoidable dangers or threats present in the real world, while the black-eyed dog symbolizes loyal companionship, protection, and support; the theme is that when facing external threats or difficulties, humans cannot survive alone and must rely on trusted companions or guardians for safety and support.", "The strange fish symbolizes inexplicable anomalies in life, while the black-eyed dog represents important everyday things; the theme is that excessive obsession with illusory and inexplicable matters can harm what we truly cherish in daily life.", "The strange fish symbolizes the protagonist's curiosity and desire for adventure in the unknown, while the black-eyed dog symbolizes the family responsibilities, moral obligations, or attachments to loved ones that he must bear in real life; the theme is that individuals pursuing exploration and adventure are often constrained by real-world responsibilities, and must make choices between freedom and duty.", "The strange fish symbolizes the cycle of life and the continuously changing experiences of living, while the black-eyed dog symbolizes death and its inevitable finality; the theme is that no matter how many cycles and changes life goes through, death ultimately consumes everything, reminding humans to respect the fragility and finiteness of life.", "The strange fish symbolizes humanity's innate creativity, imagination, and artistic drive, while the black-eyed dog symbolizes the rules, limitations, and social norms present in the real world; the theme is that despite constraints, human creativity can ultimately transcend rules, achieving self-expression and artistic freedom.", "The strange fish symbolizes the unpredictable and mysterious forces of nature, while the black-eyed dog symbolizes human rationality and order, as well as the attempt to understand and control these unknowns; the theme is that even when facing the unknown and mysterious, human reason and logic can help establish order and ultimately dominate reality.", "The strange fish symbolizes the protagonist's anxiety and depression caused by being alone in the forest, while the black-eyed dog represents tangible warmth, unconditional loyalty, and the connections the real world tries to offer; the theme is that when a person is consumed by inner depressive emotions, they lose the ability to experience reality's beauty, ultimately destroying the love that could have saved them and falling into a deep abyss of suffering."], "answer": "C", "answer_idx": 2, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 911.56898, "attack_pct": 0.951674841874274, "license": "MIT", "selection_order": 8979, "video": "videos/332b1c6a5d4a0982be472a4dfc5e07f3f761c79ecc55847aca94c9ce54705551.mp4", "video_id": "332b1c6a5d4a0982be472a4dfc5e07f3f761c79ecc55847aca94c9ce54705551"}
{"item_id": "HLV-1K_7499", "benchmark": "HLV-1K", "question": "How does the scene change from the beginning to the end of the video from 17.0 to 3274.0 seconds?", "options": ["The scene changes from a rural street scene to a bustling construction site.", "The scene changes from a rural street scene to a serene mountainous landscape.", "The scene changes from a rural street scene to an indoor setting.", "The scene changes from a rural street scene to a busy urban environment."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "long_video", "task_class": "attribute-change", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3276.98576, "attack_pct": 0.8734752162127275, "license": "MIT", "selection_order": 8980, "video": "videos/543ec9d58675635d473e3d22db4ddc01ff8aa11f774256f25a592115b56a6202.mp4", "video_id": "543ec9d58675635d473e3d22db4ddc01ff8aa11f774256f25a592115b56a6202"}
{"item_id": "HLV-1K_175", "benchmark": "HLV-1K", "question": "What is the woman doing in the cozy bedroom setting adorned with ambient lighting from string lights and a red table lamp?", "options": ["She is reading a book.", "She is interacting with a mobile phone.", "She is resting.", "She is cooking."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "character-understanding", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 3120.669025, "attack_pct": 0.8260455660255582, "license": "MIT", "selection_order": 8986, "video": "videos/3e08c4f82b2c6db52bfb9641ff81eda8e949b91d55a60f34010c3822e1fdc1b0.mp4", "video_id": "3e08c4f82b2c6db52bfb9641ff81eda8e949b91d55a60f34010c3822e1fdc1b0"}
{"item_id": "OVO-S-Bench_386", "benchmark": "OVO-S-Bench", "question": "(Question asked at 142.0 s into the video; 'current' refers to that moment.) Based on the visual flow, is the camera currently yawing left, yawing right, or not rotating?", "options": ["Yawing left", "Yawing right", "Not rotating"], "answer": "B", "answer_idx": 1, "n_options": 3, "chance": 0.333333, "capability": "grounding", "task_class": "1.3.2", "scene_type": "other", "duration_group": "10-30min", "duration_s": 1194.0, "attack_pct": 0.461162385439525, "license": "unknown", "selection_order": 8992, "video": "videos/f6ee209e2a5a9f9eebd1c3c89ae85ab7a144798bfc40edc8b65f3290e85d3282.mp4", "video_id": "f6ee209e2a5a9f9eebd1c3c89ae85ab7a144798bfc40edc8b65f3290e85d3282"}
{"item_id": "HLV-1K_5513", "benchmark": "HLV-1K", "question": "How does the setting change from the beginning to the end of the video event descriptions from 46.0 to 3071.0 seconds?", "options": ["From a nighttime urban scene to a serene rural landscape.", "From a rural landscape to a bustling urban scene.", "From a forest setting to an industrial environment.", "From a zoo environment to a coastal scene."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "attribute-change", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 3090.622404, "attack_pct": 0.9637763005034208, "license": "MIT", "selection_order": 8993, "video": "videos/efc89b551fd2eaf2a75d6363da14b449baae3c04e82c5da4706d9f25c81346ff.mp4", "video_id": "efc89b551fd2eaf2a75d6363da14b449baae3c04e82c5da4706d9f25c81346ff"}
{"item_id": "Video-MME-v2_2291", "benchmark": "Video-MME-v2", "question": "Why is the practice of placing the \"dam\" model upside down, as shown in the video, rarely seen in actual engineering projects?", "options": ["Constructing a massive base extending upstream is technically extremely complex and costly, requiring large-scale cofferdams and drainage works, making it economically unfeasible.", "Reverse placement alters the hydrodynamic characteristics around the dam, creating harmful eddies on the upstream side, causing dynamic impacts on the dam structure.", "Water seeps in and acts beneath the wide base, generating a huge buoyancy force that counteracts or even exceeds the stabilizing effect of the water's weight, making the dam even more unstable.", "The upstream base will become a platform for sediment deposition, potentially clogging the spillway and power generation intake in the long term, affecting the dam's normal function.", "Reverse placement does not significantly reduce construction materials, but it introduces the requirement for the dam to utilize the gravity of water, making its stability uncertain.", "The massive underwater base will severely damage the river's ecosystem, causing irreversible impacts on fish migration and aquatic habitats.", "This design does not conform to traditional dam aesthetics, and the portion extending into the reservoir will affect navigation and water activities.", "This design places extremely high demands on the tensile strength of the concrete, as the base will be subjected to cantilever beam stress under water pressure, and concrete has poor tensile properties."], "answer": "E", "answer_idx": 4, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "science_experiment_lab", "duration_group": "10-30min", "duration_s": 999.814966, "attack_pct": 0.55030172970182, "license": "MIT", "selection_order": 8999, "video": "videos/f2f76b39f7aae70bec456775e8a4d4c73a21ec20feee379c60c54afee0653788.mp4", "video_id": "f2f76b39f7aae70bec456775e8a4d4c73a21ec20feee379c60c54afee0653788"}
{"item_id": "ALLVB_22883", "benchmark": "ALLVB", "question": "What indicates the end of the scene where Albert and Eva are at the yogurt place?", "options": ["They finish their yogurt", "Albert shows a photo of his daughter", "Eva pays for their yogurt", "They leave the yogurt place", "The scene fades to black"], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "Temporal Action Localization", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 5579.699125, "attack_pct": 0.2311459274557893, "license": "CC-BY-NC-SA-4.0", "selection_order": 9000, "video": "videos/4cad6110e7e8e4bbf8900e69bf7ed1af2c29452a9aaa6a084e2f8241fa40782d.mp4", "video_id": "4cad6110e7e8e4bbf8900e69bf7ed1af2c29452a9aaa6a084e2f8241fa40782d"}
{"item_id": "HLV-1K_2200", "benchmark": "HLV-1K", "question": "What kind of object is the child holding while interacting with the cat in the animated indoor setting?", "options": ["A container.", "A book.", "A toy car.", "A pillow."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "object understanding", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 3812.971973, "attack_pct": 0.8296114625016136, "license": "MIT", "selection_order": 9007, "video": "videos/d39f93d56695c9c9e5aa28ceb34fd97bd41fc01151d837f041155cd7ebb782a7.mp4", "video_id": "d39f93d56695c9c9e5aa28ceb34fd97bd41fc01151d837f041155cd7ebb782a7"}
{"item_id": "TemporalBench_11951", "benchmark": "TemporalBench", "question": "Which caption best describes this video?", "options": ["The gymnast performs the floor exercise, which include hop with 0.5 turn free leg extended above horizontal throughout. The gymnast performs the following actions: Salto sideward; Land on both feet.", "The gymnast performs the floor exercise, which include jump with 0.5 turn free leg extended above horizontal throughout.  The gymnast performs the following actions: Salto sideward; Land on both feet."], "answer": "A", "answer_idx": 0, "n_options": 2, "chance": 0.5, "capability": "knowledge", "task_class": "_none", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 729.462796, "attack_pct": 0.5333274170646702, "license": "unknown", "selection_order": 9013, "video": "videos/9ce209e5093b915c3ad6b39dc6278c49e8bbfb21808d28435ab6ffebc26c0b75.mp4", "video_id": "9ce209e5093b915c3ad6b39dc6278c49e8bbfb21808d28435ab6ffebc26c0b75"}
{"item_id": "ALLVB_18755", "benchmark": "ALLVB", "question": "Where does the event of Wade being captured by Lame Tattoo take place?", "options": ["In the Stacks", "In the IOI Headquarters", "In Wade's hideout", "In a suburban house", "In a Loyalty Center"], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "Event Detection", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 8398.272, "attack_pct": 0.2383825997160191, "license": "CC-BY-NC-SA-4.0", "selection_order": 9014, "video": "videos/368dac0277e311f770f89157053c4e558561110b8637037230773afc9d09bed1.mp4", "video_id": "368dac0277e311f770f89157053c4e558561110b8637037230773afc9d09bed1"}
{"item_id": "LongVideoBench_622", "benchmark": "LongVideoBench", "question": "Which of the following sequences of scenes in the video is correct?", "options": ["Indoors, a transparent globe, held by a figure in a red sleeve who is holding a yellow map board, is displayed in front of a mirror; in a white background, to the left, a gray moon is shown with three arrows pointing at a blue and white Earth; at night, under the moonlight, the shadow of a pine tree is cast on the snow.", "In a white background, to the left, a gray moon is shown with three arrows pointing at a blue and white Earth; at night, under the moonlight, the shadow of a pine tree is cast on the snow; indoors, a transparent globe, held by a figure in a red sleeve who is holding a yellow map board, is displayed in front of a mirror.", "At night, under the moonlight, the shadow of a pine tree is cast on the snow; indoors, a transparent globe, held by a figure in a red sleeve who is holding a yellow map board, is displayed in front of a mirror; in a white background, to the left, a gray moon is shown with three arrows pointing at a blue and white Earth.", "In a white background, to the left, a gray moon is shown with three arrows pointing at a blue and white Earth; indoors, a transparent globe, held by a figure in a red sleeve who is holding a yellow map board, is displayed in front of a mirror; at night, under the moonlight, the shadow of a pine tree is cast on the snow.", "At night, under the moonlight, the shadow of a pine tree is cast on the snow; in a white background, to the left, a gray moon is shown with three arrows pointing at a blue and white Earth; indoors, a transparent globe, held by a figure in a red sleeve who is holding a yellow map board, is displayed in front of a mirror."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "SSS", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 1002.36, "attack_pct": 0.7348812443526527, "license": "CC-BY-NC-SA-4.0", "selection_order": 9020, "video": "videos/909932080fdb087df2a1a4b0289d54d465bea33b4d14edfa1e042919c2d500f2.mp4", "video_id": "909932080fdb087df2a1a4b0289d54d465bea33b4d14edfa1e042919c2d500f2"}
{"item_id": "HLV-1K_9018", "benchmark": "HLV-1K", "question": "In which direction did the convertible car move in the video event from 2.0 to 3504.0 seconds?", "options": ["Towards the Eiffel Tower.", "Away from the Eiffel Tower.", "Parallel to the Eiffel Tower.", "Around the Eiffel Tower."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object-direction", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 3524.022857, "attack_pct": 0.830313347102104, "license": "MIT", "selection_order": 9021, "video": "videos/7b22c28f9017371c058df9628b91bd73096ad13f6f8c8e34de347dc224f9e752.mp4", "video_id": "7b22c28f9017371c058df9628b91bd73096ad13f6f8c8e34de347dc224f9e752"}
{"item_id": "StreamingBench_1238", "benchmark": "StreamingBench", "question": "What is prominently displayed on the screen as the player continues flying deeper into the cave?", "options": ["Usefulness.", "Danger.", "Exploration.", "Achievement."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Text-Rich Understanding", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 1064.8439, "attack_pct": 0.5270507938556861, "license": "unknown", "selection_order": 9027, "video": "videos/162781e8f3045f49dd752a71d4df6b578e42367c172b55154b686a156dacef0a.mp4", "video_id": "162781e8f3045f49dd752a71d4df6b578e42367c172b55154b686a156dacef0a"}
{"item_id": "ALLVB_1840", "benchmark": "ALLVB", "question": "Describe the emotional transition of Solomon from the beginning to the end of the scene where he meets Brown and Hamilton.", "options": ["From anxious to relieved", "From indifferent to excited", "From happy to sad", "From suspicious to trusting", "From confused to understanding"], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Video Emotion Recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 8050.167125, "attack_pct": 0.2422712017555182, "license": "CC-BY-NC-SA-4.0", "selection_order": 9028, "video": "videos/21cd851a76a8b8686b8b632e4b2de86918238cc9f68e5436c6e5131f16804a96.mp4", "video_id": "21cd851a76a8b8686b8b632e4b2de86918238cc9f68e5436c6e5131f16804a96"}
{"item_id": "MLVU_764", "benchmark": "MLVU", "question": "How many oranges did I pick from the plastic bag?\n(A) 3\n(B) 10\n(C) 5\n(D) 1\n", "options": ["3", "10", "5", "1"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "ego", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1200.0, "attack_pct": 0.838469730218149, "license": "CC-BY-NC-SA-4.0", "selection_order": 9034, "video": "videos/23be405781f8d8c85fa8df323759d1bb8c6ca4ede5b11b41240c08755837b171.mp4", "video_id": "23be405781f8d8c85fa8df323759d1bb8c6ca4ede5b11b41240c08755837b171"}
{"item_id": "HLV-1K_10048", "benchmark": "HLV-1K", "question": "What is the setting of the initial scene from 2049.0 to 2110.0 seconds?", "options": ["A well-lit room with wooden flooring and a stone-textured wall.", "A grassy field under an overcast sky.", "A wooden deck beside a body of water and mountains.", "A deck with a woman in swimwear gazing towards distant mountains."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "scene-understanding", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2839.707574, "attack_pct": 0.8374935458887312, "license": "MIT", "selection_order": 9035, "video": "videos/42b201581d606461a357958a3ad5898286d7cada1aaf4e219a18eef0108246af.mp4", "video_id": "42b201581d606461a357958a3ad5898286d7cada1aaf4e219a18eef0108246af"}
{"item_id": "StreamingBench_458", "benchmark": "StreamingBench", "question": "How many active burners are revealed in the top-down view of the stove?", "options": ["One.", "Two.", "Five.", "Four."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "Counting", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 639.732971, "attack_pct": 0.5093907318962179, "license": "unknown", "selection_order": 9041, "video": "videos/efe0bf16be711e7e676206ee8a7959848b15b6b8a9d1c46f78c132bc52e858b3.mp4", "video_id": "efe0bf16be711e7e676206ee8a7959848b15b6b8a9d1c46f78c132bc52e858b3"}
{"item_id": "ALLVB_24647", "benchmark": "ALLVB", "question": "How does the video transition from the scene where Jane is running across the meadow to the scene where she is in the coach?", "options": ["The camera cuts directly from Jane running to her flagging down the coach.", "The scene fades from Jane running to a close-up of her face in the coach.", "The video uses a time-lapse effect to show the passage of time from dawn to day.", "The scene transitions with a voice-over narration explaining Jane's journey.", "The video transitions with a montage of Jane's footsteps on different terrains."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "long_video", "task_class": "Scene Recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 7210.794667, "attack_pct": 0.2464018329676003, "license": "CC-BY-NC-SA-4.0", "selection_order": 9042, "video": "videos/64b5e7f248b6263f7d846f22635d8a231ebf1fb8c1483d7497191df12e5c3d03.mp4", "video_id": "64b5e7f248b6263f7d846f22635d8a231ebf1fb8c1483d7497191df12e5c3d03"}
{"item_id": "K9-Bench_4718", "benchmark": "K9-Bench", "question": "Describe the bathing steps for a dog, focusing on water application and shampooing methods that avoid noise.", "options": ["Human fills bowl with silent dispenser, uses cupped hands to drip water onto dog, applies shampoo with fingertips, avoids flowing water sounds.", "Human trickles water into tub, uses brush to wet dog, applies shampoo from bottle, massages coat, avoids direct water stream.", "Human pre-fills bucket with warm water, uses sponge to wet dog, applies shampoo with mitt, avoids turning on faucets.", "Human leaves water running, pours from cup onto dog, applies shampoo by hand, avoids spray nozzle.", "Human uses low stream water, ladles water onto dog, applies shampoo by scrubbing, avoids loud splashing."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "action sequence", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 920.392562, "attack_pct": 0.157157609397186, "license": "CC-BY-NC-4.0", "selection_order": 9048, "video": "videos/63036325b4136bca82ecd588b2cad3c3378a915821eba6e1882a2e6e2eefacfd.mp4", "video_id": "63036325b4136bca82ecd588b2cad3c3378a915821eba6e1882a2e6e2eefacfd"}
{"item_id": "HLV-1K_4893", "benchmark": "HLV-1K", "question": "In the scenes described between 3111.0 to 3172.0 seconds and H to e seconds, where is the man in the blue shirt typically positioned?", "options": ["Near the doorway.", "By the refrigerator.", "In the background.", "Near the foreground."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "spatial-relationship", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 6392.128435, "attack_pct": 0.8437540338195431, "license": "MIT", "selection_order": 9049, "video": "videos/3cd2b0974da8411c054f81380ea7e651926e6260efaa5121339ce1287f3b044f.mp4", "video_id": "3cd2b0974da8411c054f81380ea7e651926e6260efaa5121339ce1287f3b044f"}
{"item_id": "MLVU_635", "benchmark": "MLVU", "question": "In this video, how many instances are there of the 'milking cow' action scene in total?\n(A) 2\n(B) 3\n(C) 5\n(D) 4\n", "options": ["2", "3", "5", "4"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "count", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 1395.966667, "attack_pct": 0.5033803407770749, "license": "CC-BY-NC-SA-4.0", "selection_order": 9055, "video": "videos/67e2addc0f6e67ef9318f5112d94f436c5f0e6f83b29b2dfa3c613d25adb09ac.mp4", "video_id": "67e2addc0f6e67ef9318f5112d94f436c5f0e6f83b29b2dfa3c613d25adb09ac"}
{"item_id": "ALLVB_25408", "benchmark": "ALLVB", "question": "What simultaneous actions occur when Nick and Darcy are discussing the Nike account?", "options": ["Nick talks while Darcy arranges flowers.", "Nick listens while Darcy types on her laptop.", "Nick speaks while Darcy takes notes.", "Nick proposes an idea while Darcy drinks coffee.", "Nick speaks while Darcy looks at storyboards."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "Action Recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 7599.872, "attack_pct": 0.247942752033045, "license": "CC-BY-NC-SA-4.0", "selection_order": 9056, "video": "videos/5f087968b971ecce26381c001533f4a97ff5f9772d75d04fc03515d023915586.mp4", "video_id": "5f087968b971ecce26381c001533f4a97ff5f9772d75d04fc03515d023915586"}
{"item_id": "LongVideoBench_490", "benchmark": "LongVideoBench", "question": "In a room full of photos, a man wearing a white T-shirt, with short hair, holding a black microphone, which country does he mention first?", "options": ["Serbia", "Barbados", "Pakistan", "Balkan", "India"], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "O3O", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 1540.872667, "attack_pct": 0.6668387763005034, "license": "CC-BY-NC-SA-4.0", "selection_order": 9062, "video": "videos/84130131152e54c53841218ec0ef74cfdcf95fa296c480a70ed76c274a55807a.mp4", "video_id": "84130131152e54c53841218ec0ef74cfdcf95fa296c480a70ed76c274a55807a"}
{"item_id": "HLV-1K_6900", "benchmark": "HLV-1K", "question": "What was the girl in the red hooded cloak doing before she was seen standing beside a bed where a wolf, disguised as an elderly figure, lies under a blanket?", "options": ["She was interacting with colorful flowers in a garden.", "She was navigating various whimsical settings in a forest.", "She was standing in front of a cottage door.", "She was seated on the grass near a large tree."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal-relationship", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2061.212154, "attack_pct": 0.8437540338195431, "license": "MIT", "selection_order": 9063, "video": "videos/8278fe524800c5c894fda940da575d0fcbfe615630c6a7029509b89a4b7b4ba8.mp4", "video_id": "8278fe524800c5c894fda940da575d0fcbfe615630c6a7029509b89a4b7b4ba8"}
{"item_id": "StreamingBench_2612", "benchmark": "StreamingBench", "question": "Which painting includes a seaside scene with birds flying around?", "options": ["The painting of a mother holding a baby.", "The painting with the text \"SUGAR\".", "The painting of the oversized shark and pig.", "The painting with anthropomorphic figures."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Object Perception", "scene_type": "other", "duration_group": "10-30min", "duration_s": 614.071354, "attack_pct": 0.8398412288627856, "license": "unknown", "selection_order": 9069, "video": "videos/fcf43243dfdd86802cb4c9a63b211e0e5dd69f6975ff14615723842073fa03fb.mp4", "video_id": "fcf43243dfdd86802cb4c9a63b211e0e5dd69f6975ff14615723842073fa03fb"}
{"item_id": "ALLVB_21800", "benchmark": "ALLVB", "question": "In the alleyway, a woman with curly hair is seen walking away, and then walking towards the camera. The surroundings include dim street lights, a narrowed walkway, and construction barriers with signs and warnings. A distant sign bears the name \"RINK.\" What color are the horizontal stripes on the construction barriers visible as the woman walks towards the camera?", "options": ["Red", "Green", "Blue", "Black", "White"], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Needle-in-a-Haystack", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 6769.812, "attack_pct": 0.2511214018329676, "license": "CC-BY-NC-SA-4.0", "selection_order": 9070, "video": "videos/627f5c80daa52c6fc96233940a78d5e1f68ece06b66c96c85f1b423d6fff242a.mp4", "video_id": "627f5c80daa52c6fc96233940a78d5e1f68ece06b66c96c85f1b423d6fff242a"}
{"item_id": "VideoKR_872", "benchmark": "VideoKR", "question": "What is the total minimum reaction time, in minutes, for the sequential growth of the ZnSe core and the CdS shell, based on the time ranges provided in the video?", "options": ["6 minutes", "15 minutes", "9 minutes", "11 minutes", "8 minutes", "7 minutes", "14 minutes", "12 minutes", "13 minutes", "10 minutes"], "answer": "J", "answer_idx": 9, "n_options": 10, "chance": 0.1, "capability": "knowledge", "task_class": "_none", "scene_type": "science_experiment_lab", "duration_group": "10-30min", "duration_s": 809.450667, "attack_pct": 0.8636811023622047, "license": "Apache-2.0", "selection_order": 9076, "video": "videos/1198d2efc554c8037a28e5b4f8e1e57f7b64592b22a59c1cd10255e2fbde0d24.mp4", "video_id": "1198d2efc554c8037a28e5b4f8e1e57f7b64592b22a59c1cd10255e2fbde0d24"}
{"item_id": "HLV-1K_3946", "benchmark": "HLV-1K", "question": "What happens after the scene with the man in medieval-style armor?", "options": ["A lively cultural or religious event with vibrant traditional attire.", "A medical setting featuring a man in a white lab coat.", "A bustling scene of devastation with a woman in the foreground.", "A serene school campus scene with students in uniform."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal-relationship", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 6487.539229, "attack_pct": 0.844326836194656, "license": "MIT", "selection_order": 9077, "video": "videos/b42c3d3368de325d83e7a1b450202fc1421784661f6b224fe1746c59754b3ee1.mp4", "video_id": "b42c3d3368de325d83e7a1b450202fc1421784661f6b224fe1746c59754b3ee1"}
{"item_id": "StreamingBench_2377", "benchmark": "StreamingBench", "question": "What brand of chips is in the shopping cart right now?", "options": ["Lay's.", "Pringles.", "Miss Vickie's.", "Doritos."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Text-Rich Understanding", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 649.090612, "attack_pct": 0.6468875048405834, "license": "unknown", "selection_order": 9083, "video": "videos/219e5b463d855466d41a7807d4a021a458bf2b57f6fe9b434bbf6e1a771053be.mp4", "video_id": "219e5b463d855466d41a7807d4a021a458bf2b57f6fe9b434bbf6e1a771053be"}
{"item_id": "ALLVB_6466", "benchmark": "ALLVB", "question": "What is the purpose behind Larry's action of untying Carol?", "options": ["To escape from the building", "To call the police", "To find Paul", "To confront Gladys", "To hide from the police"], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Action Recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 6449.484708, "attack_pct": 0.2511214018329676, "license": "CC-BY-NC-SA-4.0", "selection_order": 9084, "video": "videos/49d5f21b4c6b8929a66ba9a908fb2776b97c11a9dc2b77c9bff9aa3808153931.mp4", "video_id": "49d5f21b4c6b8929a66ba9a908fb2776b97c11a9dc2b77c9bff9aa3808153931"}
{"item_id": "StreamingBench_1542", "benchmark": "StreamingBench", "question": "What rule infraction happened just now?", "options": ["Handball.", "Foul.", "Offside.", "Corner kick."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Text-Rich Understanding", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 807.055964, "attack_pct": 0.8585339486252743, "license": "unknown", "selection_order": 9090, "video": "videos/58b592bc410bc1613166db5dc1451e7f0d45561d5feb103d013e41bb7e41282d.mp4", "video_id": "58b592bc410bc1613166db5dc1451e7f0d45561d5feb103d013e41bb7e41282d"}
{"item_id": "HLV-1K_4980", "benchmark": "HLV-1K", "question": "What objects are featured on the table in the café or dining area where the woman is engaged?", "options": ["A coffee cup and a teapot.", "A laptop and a smartphone.", "A book and a pen.", "A plate and a fork."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "object understanding", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2893.601088, "attack_pct": 0.8479008003097973, "license": "MIT", "selection_order": 9091, "video": "videos/a93dc3d92beeb6aa43807cb7bc64441b047c27e0318c3d26e8c86e50706d8402.mp4", "video_id": "a93dc3d92beeb6aa43807cb7bc64441b047c27e0318c3d26e8c86e50706d8402"}
{"item_id": "validation_Art_Theory_15:Adaptation", "benchmark": "VideoMMMU", "question": "To which art historical period is the painting most closely associated? <image 1>", "options": ["Baroque", "Realism", "Romanticism", "Impressionism", "Renaissance", "Neoclassicism", "Post-Impressionism", "Expressionism", "Cubism", "Surrealism"], "answer": "C", "answer_idx": 2, "n_options": 10, "chance": 0.1, "capability": "knowledge", "task_class": "Adaptation", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 622.233333, "attack_pct": 0.7841664515296244, "license": "unknown", "selection_order": 9097, "video": "videos/fb5c47e05976b581a944d5d470963279e805939a7b3e0a37e903eb98e8decb0b.mp4", "video_id": "fb5c47e05976b581a944d5d470963279e805939a7b3e0a37e903eb98e8decb0b"}
{"item_id": "ALLVB_6054", "benchmark": "ALLVB", "question": "What triggers Eric's realization that there is no such thing as the Information Assurance Division?", "options": ["A conversation with Kate.", "A document he finds in Hanssen's office.", "A slip of the tongue by Hanssen.", "A meeting with the Director.", "A phone call from an anonymous source."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Temporal Action Localization", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 6589.013, "attack_pct": 0.2514441073964115, "license": "CC-BY-NC-SA-4.0", "selection_order": 9098, "video": "videos/fa788e522fdb670efde398d2cb03c48e0ec874ceee2fe897a1e33ecfcde21286.mp4", "video_id": "fa788e522fdb670efde398d2cb03c48e0ec874ceee2fe897a1e33ecfcde21286"}
{"item_id": "Video-MME-v2_2634", "benchmark": "Video-MME-v2", "question": "What is the direction of movement for the first player to fall onto the third platform in the third level?", "options": ["Clockwise.", "Reciprocating linear motion.", "Random jumps, without a fixed direction.", "S-shaped curvilinear motion.", "Counterclockwise.", "Z-shaped motion.", "Moving outward from the center of the platform.", "Moving towards the center of the platform."], "answer": "G", "answer_idx": 6, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 855.330249, "attack_pct": 0.8648105718342585, "license": "MIT", "selection_order": 9104, "video": "videos/0aacaebae12bbfc30418533638a5143160c6f86aa7f81f8eeeca47d8b462f1b9.mp4", "video_id": "0aacaebae12bbfc30418533638a5143160c6f86aa7f81f8eeeca47d8b462f1b9"}
{"item_id": "HLV-1K_1167", "benchmark": "HLV-1K", "question": "At what time does the camera move closer to the pink panther character playing a colorful xylophone?", "options": ["638.0 seconds.", "644.0 seconds.", "676.0 seconds.", "1415.0 seconds."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "camera-direction", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2123.604172, "attack_pct": 0.8526687750096812, "license": "MIT", "selection_order": 9105, "video": "videos/e3091001dc2f84c832f32c7fd7d5838d5546a181ef5e0a2c5686234d310c3178.mp4", "video_id": "e3091001dc2f84c832f32c7fd7d5838d5546a181ef5e0a2c5686234d310c3178"}
{"item_id": "VCR-Bench_680", "benchmark": "VCR-Bench", "question": "In which position was the \"7 DAYS A WEEK\" notebook purchased by the woman at TJ-Maxx displayed in the car?", "options": ["1", "2", "3", "4"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Temporal Counting", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 912.144567, "attack_pct": 0.5600797082741706, "license": "unknown", "selection_order": 9111, "video": "videos/70c0bb5bcec908f422cdd7af645895d182dc8a7a8f9e289fe553537a67674658.mp4", "video_id": "70c0bb5bcec908f422cdd7af645895d182dc8a7a8f9e289fe553537a67674658"}
{"item_id": "ALLVB_25161", "benchmark": "ALLVB", "question": "Which object is occluded by the curtain in the theater scene?", "options": ["The Lorax", "The audience", "The stage lights", "The \"Welcome to Thneedville\" sign", "The Thneedville suburbs"], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "Object Detection and Tracking", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 5179.001905, "attack_pct": 0.2527672002065315, "license": "CC-BY-NC-SA-4.0", "selection_order": 9112, "video": "videos/f58d02266e3776f9ac455ef56d79ec712dcf2e4870f15757ccf6e5415ae204ee.mp4", "video_id": "f58d02266e3776f9ac455ef56d79ec712dcf2e4870f15757ccf6e5415ae204ee"}
{"item_id": "Video-MME-v2_823", "benchmark": "Video-MME-v2", "question": "What is the correct chronological order in which the following four different grocery items first appear in the video?", "options": ["A whole watermelon, a bag of frozen fries, a bag of spicy corn puffs, a jar of peanut butter.", "A jar of peanut butter, a bag of spicy corn puffs, a whole watermelon, a bag of frozen fries.", "A whole watermelon, a bag of spicy corn puffs, a jar of peanut butter, a bag of frozen fries.", "A jar of peanut butter, a bag of frozen fries, a bag of spicy corn puffs, a whole watermelon.", "A bag of spicy corn puffs, a whole watermelon, a bag of frozen fries, a jar of peanut butter.", "A whole watermelon, a bag of frozen fries, a jar of peanut butter, a bag of spicy corn puffs.", "A bag of spicy corn puffs, a whole watermelon, a jar of peanut butter, a bag of frozen fries.", "A bag of frozen fries, a jar of peanut butter, a whole watermelon, a bag of spicy corn puffs."], "answer": "G", "answer_idx": 6, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 997.645351, "attack_pct": 0.6745917774622434, "license": "MIT", "selection_order": 9118, "video": "videos/305aa970c4617af9544907b8987350666858385cbc86015d6601e52b76da820b.mp4", "video_id": "305aa970c4617af9544907b8987350666858385cbc86015d6601e52b76da820b"}
{"item_id": "HLV-1K_6012", "benchmark": "HLV-1K", "question": "What happens after the scene with the vibrant graphic background transitioning from a deep pink to orange gradient, embellished with illustrated white clouds, stars, and a faint outline of a sun?", "options": ["The scene captures a minimalist, modern aesthetic featuring a laptop on a circular red platform.", "The scene transitions to a vibrant set with whimsical, cartoon-like elements such as clouds, stars, and a sun.", "The scene shows a vibrant stage setup with two individuals on a raised red platform surrounded by stage props.", "The scene transitions to a brightly lit indoor setting where a group of people are arranged in a line."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal-relationship", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2388.706395, "attack_pct": 0.8607283464566929, "license": "MIT", "selection_order": 9119, "video": "videos/aa7b91806aab199fcab8d2614df476a9cda6d5384da5248840120603f852baaa.mp4", "video_id": "aa7b91806aab199fcab8d2614df476a9cda6d5384da5248840120603f852baaa"}
{"item_id": "Video-MME-v2_73", "benchmark": "Video-MME-v2", "question": "What is the sequence of all felines appearing in the video?", "options": ["Tiger -> Cougar -> Cheetah -> Lynx -> Tiger -> Tiger -> Lion -> Cougar.", "Tiger -> Cheetah -> Cougar -> Tiger -> Tiger -> Lynx -> Cougar -> Lion.", "Tiger -> Cougar -> Cheetah -> Tiger -> Lynx -> Tiger -> Cougar -> Lion.", "Lion -> Tiger -> Cheetah -> Cougar -> Tiger -> Lynx -> Tiger -> Cougar.", "Tiger -> Cheetah -> Tiger -> Cougar -> Lynx -> Tiger -> Lion -> Cougar.", "Cheetah -> Tiger -> Cougar -> Tiger -> Lynx -> Tiger -> Lion -> Cougar.", "Cheetah -> Tiger -> Tiger -> Cougar -> Lynx -> Cougar -> Tiger -> Lion.", "Cougar -> Tiger -> Cheetah -> Tiger -> Tiger -> Lynx -> Lion -> Cougar."], "answer": "B", "answer_idx": 1, "n_options": 8, "chance": 0.125, "capability": "temporal", "task_class": "_none", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 963.744218, "attack_pct": 0.8331531560604105, "license": "MIT", "selection_order": 9125, "video": "videos/f9d4700d017a983c53ccb0a39f763c7d8bbf1b1b53dcfc0d78d3347297f62466.mp4", "video_id": "f9d4700d017a983c53ccb0a39f763c7d8bbf1b1b53dcfc0d78d3347297f62466"}
{"item_id": "Causal2Needles_431", "benchmark": "Causal2Needles", "question": "What location did Scratch choose to return to after entering?\nWhen the event that causes returning to the location occurs, what color and pattern is the man's jacket?", "options": ["Solid dark blue", "Black and grey camouflage", "Blue and white striped", "Yellow and black plaid"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "2-description/symon", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 636.180317, "attack_pct": 0.5203304504969666, "license": "CC-BY-NC-SA-4.0", "selection_order": 9132, "video": "videos/a84260775eb52ea52c08cb888ed581a27ef7a0224243f9b8ee7026c95d51532f.mp4", "video_id": "a84260775eb52ea52c08cb888ed581a27ef7a0224243f9b8ee7026c95d51532f"}
{"item_id": "HLV-1K_6025", "benchmark": "HLV-1K", "question": "How many pieces of footwear are visible in the frame at 2282.0 seconds?", "options": ["2.", "3.", "4.", "Multiple."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "counting", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 4970.463492, "attack_pct": 0.8691993674970957, "license": "MIT", "selection_order": 9133, "video": "videos/a77bf09457734964a12140d3937a0a435c1857a26cba54489ac36b0b0152305e.mp4", "video_id": "a77bf09457734964a12140d3937a0a435c1857a26cba54489ac36b0b0152305e"}
{"item_id": "Video-MME_1065", "benchmark": "Video-MME", "question": "What is the color of the clothes that William Smith is wearing in his protrait?", "options": ["White.", "Blue.", "Black.", "Yellow."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Attribute Perception", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 727.945578, "attack_pct": 0.8524267458370982, "license": "unknown", "selection_order": 9139, "video": "videos/f68260ef310837361956fb97de326c6bdcffa856e9578db1589ba1689f234b33.mp4", "video_id": "f68260ef310837361956fb97de326c6bdcffa856e9578db1589ba1689f234b33"}
{"item_id": "ALLVB_12230", "benchmark": "ALLVB", "question": "Who are the main characters involved in the classroom debate about sequels?", "options": ["Sidney, Derek, and the Teacher", "Gale, Randy, and Mickey", "Hallie, Mickey, and the Snotty Guy", "Dean Fisher, Sidney, and Derek", "Sidney, Gale, and the Artsy Teacher"], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Event Detection", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 7211.306667, "attack_pct": 0.2568574932231832, "license": "CC-BY-NC-SA-4.0", "selection_order": 9140, "video": "videos/fec650f648d0fdbcb52cce0d72c22a0cee3b76d478647da0d21d35c56adadc8e.mp4", "video_id": "fec650f648d0fdbcb52cce0d72c22a0cee3b76d478647da0d21d35c56adadc8e"}
{"item_id": "SciVideoBench_757", "benchmark": "SciVideoBench", "question": "A researcher designs an experiment to match the total energy delivered by the standard pain protocol shown in the video but using a different setup. In this new setup, the impedance is 20% lower than the maximum ideal impedance mentioned. The stimulation duration is set to the numeric value of the electrode area in cm². What current intensity (in mA) must be used to deliver the same total energy?", "options": ["0.76 mA", "0.79 mA", "2.43 mA", "0.64 mA", "3.27 mA", "3.79 mA", "1.08 mA", "1.0 mA", "5.81 mA", "3.9 mA"], "answer": "H", "answer_idx": 7, "n_options": 10, "chance": 0.1, "capability": "knowledge", "task_class": "Biology", "scene_type": "science_experiment_lab", "duration_group": "10-30min", "duration_s": 720.981333, "attack_pct": 0.6885407254421066, "license": "custom", "selection_order": 9146, "video": "videos/985b8e38b1a3c53a04e51d5287c1756437cd10fad514e77f32b5d77976cf1fac.mp4", "video_id": "985b8e38b1a3c53a04e51d5287c1756437cd10fad514e77f32b5d77976cf1fac"}
{"item_id": "HLV-1K_1501", "benchmark": "HLV-1K", "question": "During the event from 267.0 to 328.0 seconds, does the camera move closer to the characters or does it stay stationary?", "options": ["The camera moves closer to the characters.", "The camera stays stationary.", "The camera moves away from the characters.", "The camera moves around the characters."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "camera-direction", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2315.656417, "attack_pct": 0.8797195688653673, "license": "MIT", "selection_order": 9147, "video": "videos/045cf770cd83f7e513c55e8060fc9bbdd21225042774df06aaab55be9aff7ca2.mp4", "video_id": "045cf770cd83f7e513c55e8060fc9bbdd21225042774df06aaab55be9aff7ca2"}
{"item_id": "LongVideoBench_844", "benchmark": "LongVideoBench", "question": "A man holding a laptop stands in front of a glass window. He is wearing a black short-sleeved shirt, has short black hair, and is wearing jeans. What changes occur to him when a woman wearing a grey long-sleeved shirt appears next to him?", "options": ["He changed into a grey short-sleeved shirt", "He changed into a grey and white long-sleeved shirt", "He changed into a grey and white short-sleeved shirt", "He changed into a green long-sleeved shirt", "He changed into a white short-sleeved shirt"], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "SAA", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 984.333333, "attack_pct": 0.9527155673163804, "license": "CC-BY-NC-SA-4.0", "selection_order": 9153, "video": "videos/814887e4855845f4c38bb81e93f122fe8889352cd50c3ea98d26454dd0f9c233.mp4", "video_id": "814887e4855845f4c38bb81e93f122fe8889352cd50c3ea98d26454dd0f9c233"}
{"item_id": "ALLVB_281", "benchmark": "ALLVB", "question": "What is the predominant emotion conveyed in the scene where the second mother leaves her baby outside the store?", "options": ["Joy", "Anger", "Indifference", "Fear", "Sadness"], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Scene Recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 6307.413333, "attack_pct": 0.2635697689428166, "license": "CC-BY-NC-SA-4.0", "selection_order": 9154, "video": "videos/895806329cdd1e5540cad00bcc18edb50a23e5515c5097c0e74d83a20f06b4fb.mp4", "video_id": "895806329cdd1e5540cad00bcc18edb50a23e5515c5097c0e74d83a20f06b4fb"}
{"item_id": "Video-MME-v2_442", "benchmark": "Video-MME-v2", "question": "When player number 10 kicks the ball for the first goal of the match, how many players from both teams are within the goalkeeper's penalty area (not including the referee)?", "options": ["5.", "7.", "9.", "11.", "8.", "10.", "6.", "12."], "answer": "F", "answer_idx": 5, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 1012.157823, "attack_pct": 0.7256034594036401, "license": "MIT", "selection_order": 9160, "video": "videos/6871313ce2f921f360ec4601c9856070cd855484c9a3e150fc622279393a0f2b.mp4", "video_id": "6871313ce2f921f360ec4601c9856070cd855484c9a3e150fc622279393a0f2b"}
{"item_id": "HLV-1K_3276", "benchmark": "HLV-1K", "question": "What were the two animated characters doing before they started fishing on the yellow inflatable raft?", "options": ["They were using a sextant and looking at a red package labeled 'Miam Miam'.", "They were interacting with a first-aid kit and a box with colorful raised symbols.", "They were hugging each other and holding a box of snacks.", "They were riding a yellow-and-black speedboat."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal-relationship", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2010.337234, "attack_pct": 0.8798325158125726, "license": "MIT", "selection_order": 9161, "video": "videos/8349bbcb162b41260450f771b91cf5587bb73158260b7b34f35e11aba57688ee.mp4", "video_id": "8349bbcb162b41260450f771b91cf5587bb73158260b7b34f35e11aba57688ee"}
{"item_id": "Video-MME-v2_1917", "benchmark": "Video-MME-v2", "question": "Where is the scene in the video most likely taking place?", "options": ["Living room.", "Indoor meeting room.", "The scene is most likely taking place in a well-lit modern home office, with bookshelves and a desk visible in the background.", "Outdoor seating area beside a street.", "Café.", "Hotel room.", "Restaurant.", "A study or office at night."], "answer": "H", "answer_idx": 7, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 907.0, "attack_pct": 0.9895846779398476, "license": "MIT", "selection_order": 9167, "video": "videos/377a3c26dcc14b6d43f3b6d63f5f88d678e34d4faf544272598ab46d645e69c4.mp4", "video_id": "377a3c26dcc14b6d43f3b6d63f5f88d678e34d4faf544272598ab46d645e69c4"}
{"item_id": "ALLVB_18237", "benchmark": "ALLVB", "question": "What is the main dialogue between Lucky and Chicago in the Sorting Room?", "options": ["Discussing their frustration with their jobs.", "Planning a trip to Oakland.", "Talking about their favorite dart game.", "Complaining about their paychecks.", "Arguing about sorting mail with the Mexicans."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Event Detection", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 6548.17, "attack_pct": 0.2644249386859429, "license": "CC-BY-NC-SA-4.0", "selection_order": 9168, "video": "videos/8cfc2cfdbb929176ac35b7c7352f7c47658626af70cd2b3a06c1e87ec985c1a3.mp4", "video_id": "8cfc2cfdbb929176ac35b7c7352f7c47658626af70cd2b3a06c1e87ec985c1a3"}
{"item_id": "StreamingBench_1628", "benchmark": "StreamingBench", "question": "What is the man in the striped shirt doing right now?", "options": ["Walking away from the blue car.", "Standing by the blue car.", "Talking to the man in the blue jacket.", "Gesturing with his hands."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Action Perception", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 619.285333, "attack_pct": 0.595569252613915, "license": "unknown", "selection_order": 9174, "video": "videos/fe41119c21849d2af1806e69249b9df98664b89761facd2f936cfa60c1c3b1db.mp4", "video_id": "fe41119c21849d2af1806e69249b9df98664b89761facd2f936cfa60c1c3b1db"}
{"item_id": "HLV-1K_5838", "benchmark": "HLV-1K", "question": "What type of clothing is the woman wearing at 790.0 seconds into the video?", "options": ["Solid-colored clothing.", "Patterned clothing featuring geometric shapes.", "Striped clothing.", "Floral-patterned clothing."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object understanding", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2724.188299, "attack_pct": 0.8864318445850007, "license": "MIT", "selection_order": 9175, "video": "videos/450cb01f6738fd9804a743e78fc9adbcba2e586c2798b391faa323aa6da5751f.mp4", "video_id": "450cb01f6738fd9804a743e78fc9adbcba2e586c2798b391faa323aa6da5751f"}
{"item_id": "Video-MME-v2_1195", "benchmark": "Video-MME-v2", "question": "What is the change of the protagonists' dining scenes throughout the entire video?", "options": ["Zhangyuan pedestrian street -> Hot pot restaurant -> Clothing store fitting room -> Hot pot restaurant -> Beside a bicycle on the street.", "Hot pot restaurant -> zhangyuan pedestrian street -> Beside a bicycle on the street -> Hot pot restaurant -> Clothing store fitting room.", "Beside a bicycle on the street -> Hot pot restaurant -> Hot pot restaurant -> Clothing store fitting room -> zhangyuan pedestrian street.", "Beside a bicycle on the street -> zhangyuan pedestrian street -> Clothing store fitting room -> Hot pot restaurant -> Hot pot restaurant.", "Hot pot restaurant -> Clothing store fitting room -> zhangyuan pedestrian street -> Beside a bicycle on the street -> Hot pot restaurant.", "Hot pot restaurant -> Beside a bicycle on the street -> Hot pot restaurant -> Clothing store fitting room -> zhangyuan pedestrian street.", "Zhangyuan pedestrian street -> Clothing store fitting room -> Hot pot restaurant -> Hot pot restaurant -> Beside a bicycle on the street.", "Clothing store fitting room -> Hot pot restaurant -> Beside a bicycle on the street -> zhangyuan pedestrian street -> Hot pot restaurant."], "answer": "H", "answer_idx": 7, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1157.468299, "attack_pct": 0.4716019104169356, "license": "MIT", "selection_order": 9181, "video": "videos/69d800555aae39f97a8513c3bc87bb54d45ac9e5e25c09f55013afbcb04c3591.mp4", "video_id": "69d800555aae39f97a8513c3bc87bb54d45ac9e5e25c09f55013afbcb04c3591"}
{"item_id": "StreamingBench_2047", "benchmark": "StreamingBench", "question": "Which of the following options best summarizes the actions taken just now?", "options": ["The individual cleaned a portafilter, and placed it on the table.", "The individual retrieved a tool, refilled it using a coffee grinder, and rinsed it under a faucet.", "The individual placed a filter into a coffee maker, filled it with grounds, and started the brewing process.", "The individual selected a mug, filled it with milk, and placed it under a milk frother."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Clips Summarize", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 655.416667, "attack_pct": 0.5693494255840971, "license": "unknown", "selection_order": 9188, "video": "videos/e1c95de413be40dc27e2c6313e1410cdc103fb3fffd03eb9596ac0565f270394.mp4", "video_id": "e1c95de413be40dc27e2c6313e1410cdc103fb3fffd03eb9596ac0565f270394"}
{"item_id": "HLV-1K_8046", "benchmark": "HLV-1K", "question": "Where is the white door located in the prayer hall?", "options": ["On the right wall.", "On the left wall.", "At the back of the room.", "Near the podium."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "spatial-relationship", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2401.802449, "attack_pct": 0.891159481089454, "license": "MIT", "selection_order": 9189, "video": "videos/54d51eb2ee3608c145de34e5ec132413d77e60f05dba9a24d5dcea5c6f933a4a.mp4", "video_id": "54d51eb2ee3608c145de34e5ec132413d77e60f05dba9a24d5dcea5c6f933a4a"}
{"item_id": "MLVU_2044", "benchmark": "MLVU", "question": "Arrange the following events from the video in the correct chronological order: (1)A man picks up the baby from the pool; (2)A person carries two bags out of a house; (3)A baby falls into the swimming pool; (4)A dog walks out of a house.\n(A) 3->1->2->4\n(B) 4->2->1->3\n(C) 2->4->3->1\n(D) 1->3->2->4\n", "options": ["3->1->2->4", "4->2->1->3", "2->4->3->1", "1->3->2->4"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "order", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 665.565566, "attack_pct": 0.944583387117594, "license": "CC-BY-NC-SA-4.0", "selection_order": 9195, "video": "videos/681ba79c592c7dfc625ea9fd4024727cd3f653902e0582917e24ea2bdc582a5e.mp4", "video_id": "681ba79c592c7dfc625ea9fd4024727cd3f653902e0582917e24ea2bdc582a5e"}
{"item_id": "ALLVB_17606", "benchmark": "ALLVB", "question": "In the living room, a group of people is engaged in a conversation. The room is dimly lit, with a lamp on a side table and framed pictures on the wall. One man in a blue sweater and tie is sitting on a couch next to a woman with curly hair. Another man in a suit is standing near the doorway, gesturing with his hands. What is the color of the tie worn by the man standing near the doorway?", "options": ["Red", "Blue", "Green", "Purple", "Black"], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "Needle-in-a-Haystack", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 5745.749, "attack_pct": 0.2694994836710985, "license": "CC-BY-NC-SA-4.0", "selection_order": 9196, "video": "videos/bc7f1c4219d3529427649f9cb1a50ceea17a67b347fe7bb0344c50cf2d436c9c.mp4", "video_id": "bc7f1c4219d3529427649f9cb1a50ceea17a67b347fe7bb0344c50cf2d436c9c"}
{"item_id": "StreamingBench_1467", "benchmark": "StreamingBench", "question": "Why does the person enter the building to inquire about rooms for rent?", "options": ["Because he is looking for a place closer to his workplace.", "Because he needs a temporary place to stay while his house is being renovated.", "Because the person have no money.", "Because he was evicted by his previous landlord."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Causal Reasoning", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 645.468299, "attack_pct": 0.6543500709952239, "license": "unknown", "selection_order": 9202, "video": "videos/a862f2461c6bac7f5e5fb01ee07e368b739fc36f967b4aa3e84e4869b537271d.mp4", "video_id": "a862f2461c6bac7f5e5fb01ee07e368b739fc36f967b4aa3e84e4869b537271d"}
{"item_id": "HLV-1K_7493", "benchmark": "HLV-1K", "question": "What is the attire of the man standing centrally in the scene set within a jail or holding area at a professional law enforcement or security environment?", "options": ["White shirt with a black harness.", "Blue police or security uniform.", "Orange jumpsuit.", "Casual black clothing."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "character-understanding", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2435.564263, "attack_pct": 0.8920791919452692, "license": "MIT", "selection_order": 9203, "video": "videos/c7df773518490d62ab31ec7c18b70b5145b06cd7f9bfb4611c9dc4cd69060ca5.mp4", "video_id": "c7df773518490d62ab31ec7c18b70b5145b06cd7f9bfb4611c9dc4cd69060ca5"}
{"item_id": "TimeScope_275", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["banana, nectarine, grape", "tangerine, quince, nectarine", "lemon, watermelon, raspberry", "quince, quince, honeydew", "tangerine, grape, lemon", "elderberry, grape, ugli"], "answer": "E", "answer_idx": 4, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.9616867819801214, "license": "unknown", "selection_order": 9209, "video": "videos/f26b2dada1401058818146aecda34a5785f7cedb613c46c82faaa4dd6cd015f8.mp4", "video_id": "f26b2dada1401058818146aecda34a5785f7cedb613c46c82faaa4dd6cd015f8"}
{"item_id": "SciVideoBench_57", "benchmark": "SciVideoBench", "question": "What is the goal of the procedure described from 8:16 to 8:35?", "options": ["Clearing the tissue for transparency enhancement", "Freezing the slice for cryo-sectioning", "Dehydration of tissue prior to embedding", "Chemical fixation for post-hoc anatomical identification", "Incubation with fluorescent antibodies for live imaging", "Washing the tissue to remove extracellular dye", "Perfusion to deliver nutrients to cells", "Rinsing the slice to halt enzymatic reactions", "Electrophysiological recording stabilization", "Application of a voltage-sensitive dye for electrophysiology"], "answer": "D", "answer_idx": 3, "n_options": 10, "chance": 0.1, "capability": "knowledge", "task_class": "Biology", "scene_type": "science_experiment_lab", "duration_group": "10-30min", "duration_s": 635.242667, "attack_pct": 0.9387504840583452, "license": "custom", "selection_order": 9216, "video": "videos/32fb37d9c9ad9992ee1ac0dd75218e595b99006c833e4c19f1d1bc8700a246eb.mp4", "video_id": "32fb37d9c9ad9992ee1ac0dd75218e595b99006c833e4c19f1d1bc8700a246eb"}
{"item_id": "HLV-1K_3605", "benchmark": "HLV-1K", "question": "Where is the character resembling a cat positioned in the frame at 1786.0 seconds?", "options": ["To the left by the wickets.", "To the right by the wickets.", "In the background near the foliage.", "Near the structure with orange roofing."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "spatial-relationship", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 1957.535057, "attack_pct": 0.8976862011101071, "license": "MIT", "selection_order": 9217, "video": "videos/deecb72dbe55359838fb698caaa8bb00b716fd729e45cd7001448a7545732f15.mp4", "video_id": "deecb72dbe55359838fb698caaa8bb00b716fd729e45cd7001448a7545732f15"}
{"item_id": "TimeScope_1258", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words.\\n\\nQuestion: What does the girl do after getting off the subway?", "options": ["working out at gym", "attending a class", "working at the office", "meeting with friends", "taking the plane", "visiting parents"], "answer": "A", "answer_idx": 0, "n_options": 6, "chance": 0.166667, "capability": "temporal", "task_class": "_none", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.8371305021298567, "license": "unknown", "selection_order": 9223, "video": "videos/4b4822d2709d0eac9e75dfdc42a7b9f1173e0c1efef88154c7962795a3e73b51.mp4", "video_id": "4b4822d2709d0eac9e75dfdc42a7b9f1173e0c1efef88154c7962795a3e73b51"}
{"item_id": "ALLVB_22475", "benchmark": "ALLVB", "question": "What is the outcome of George and Ben's announcement about selling their apartment?", "options": ["The guests offer to help them financially", "The guests leave without offering any help", "The guests suggest they move to a different city", "The guests argue about who should host them", "The guests decide to throw a farewell party"], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Action Recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 5684.720709, "attack_pct": 0.2735091002968891, "license": "CC-BY-NC-SA-4.0", "selection_order": 9224, "video": "videos/6e3019a2a1787856edeb1a2108daeceeb72de684029943f8bd6252eb89f6b739.mp4", "video_id": "6e3019a2a1787856edeb1a2108daeceeb72de684029943f8bd6252eb89f6b739"}
{"item_id": "StreamingBench_967", "benchmark": "StreamingBench", "question": "What exercise is the person performing right now?", "options": ["Squats", "Lunges", "Push-ups", "Deadlifts"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Action Perception", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 679.114014, "attack_pct": 0.944583387117594, "license": "unknown", "selection_order": 9230, "video": "videos/eeb9cb4a4b6d739a5a06cbaf797c21b5da3e26031deecb457c79bd4314069555.mp4", "video_id": "eeb9cb4a4b6d739a5a06cbaf797c21b5da3e26031deecb457c79bd4314069555"}
{"item_id": "HLV-1K_38", "benchmark": "HLV-1K", "question": "What is the person dressed in a red and white Santa outfit doing in the video from 3.0 to 2101.0 seconds?", "options": ["The person is carrying Christmas-themed clues like a date-marked calendar, a world map with planned routes, and notes suggestive of holiday planning.", "The person is interacting with animated characters in a snowy landscape.", "The person is knitting with purple yarn on a snowy surface.", "The person is lying on a sidewalk with ropes extending upwards."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "character-understanding", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2111.483356, "attack_pct": 0.904196785852588, "license": "MIT", "selection_order": 9231, "video": "videos/81e02ec9a08f791a960ff05b85d6694d1029e5d76bd0921fe5656ac57c929a73.mp4", "video_id": "81e02ec9a08f791a960ff05b85d6694d1029e5d76bd0921fe5656ac57c929a73"}
{"item_id": "TimeScope_240", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["fig, banana, strawberry", "banana, mango, tangerine", "date, grape, mango", "lemon, strawberry, kiwi", "date, tangerine, fig", "fig, strawberry, tangerine"], "answer": "A", "answer_idx": 0, "n_options": 6, "chance": 0.166667, "capability": "temporal", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 1200.0, "attack_pct": 0.8995256228217374, "license": "unknown", "selection_order": 9237, "video": "videos/77bd334d2bbf3df199d9788a8aa5fd30f25bde1233158824317d9669a2571d26.mp4", "video_id": "77bd334d2bbf3df199d9788a8aa5fd30f25bde1233158824317d9669a2571d26"}
{"item_id": "ALLVB_10065", "benchmark": "ALLVB", "question": "What immediate consequence follows Sam shutting off the message from Overmeyers and Thompson?", "options": ["Sam starts playing Ping-Pong.", "Sam receives a message from his wife.", "Sam goes to the bathroom.", "Sam continues working on his wooden model.", "Sam goes to sleep."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "Temporal Action Localization", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 5815.338667, "attack_pct": 0.2741787143410352, "license": "CC-BY-NC-SA-4.0", "selection_order": 9238, "video": "videos/e8cc4ecca53739e42eca6c3228e524c23e527cdab438ffec45653bb31195f965.mp4", "video_id": "e8cc4ecca53739e42eca6c3228e524c23e527cdab438ffec45653bb31195f965"}
{"item_id": "StreamingBench_787", "benchmark": "StreamingBench", "question": "What is the average FPS score of the RTX 4080 at a resolution of 3840x2160 right now?", "options": ["124.", "118.", "100.", "82."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Text-Rich Understanding", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 936.135692, "attack_pct": 0.6406754227442881, "license": "unknown", "selection_order": 9244, "video": "videos/36d39bb6af005e0c87fcd0fc17aa30c7f73d8bc491a5c4ae1a443de3beb3c69f.mp4", "video_id": "36d39bb6af005e0c87fcd0fc17aa30c7f73d8bc491a5c4ae1a443de3beb3c69f"}
{"item_id": "HLV-1K_3092", "benchmark": "HLV-1K", "question": "What is the color of the body of water in the animated scene at 110.0 seconds?", "options": ["Turquoise.", "Blue.", "Green.", "Purple."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object understanding", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 1803.772517, "attack_pct": 0.9044226797469987, "license": "MIT", "selection_order": 9245, "video": "videos/4705cdd16388a8546ee3432f0e833ca9a2d494b037fa38850d9cd2a5f020a79e.mp4", "video_id": "4705cdd16388a8546ee3432f0e833ca9a2d494b037fa38850d9cd2a5f020a79e"}
{"item_id": "MME-VideoOCR_684", "benchmark": "MME-VideoOCR", "question": "How much would it cost for me to purchase reset and the kure products in fast-acting treatments?", "options": ["$60", "$66", "$64", "$62"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Robust_Video_Testing/long_video", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 961.78068, "attack_pct": 0.6802713953788563, "license": "CC-BY-NC-4.0", "selection_order": 9251, "video": "videos/f89668c9368225c6889a55aec5b8195b46f75e69fc62a46fbb05125c75f18664.mp4", "video_id": "f89668c9368225c6889a55aec5b8195b46f75e69fc62a46fbb05125c75f18664"}
{"item_id": "ALLVB_17298", "benchmark": "ALLVB", "question": "How does the video transition from the hospital birthing suite to Vanessa's nursery?", "options": ["It cuts directly from Juno crying to Vanessa feeding the baby.", "It fades from Juno's hospital bed to Vanessa's nursery.", "It shows a time-lapse of the hospital exterior.", "It uses a voice-over to transition between scenes.", "It shows Juno leaving the hospital before cutting to Vanessa's nursery."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "Event Detection", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 5764.693, "attack_pct": 0.277454175809991, "license": "CC-BY-NC-SA-4.0", "selection_order": 9252, "video": "videos/4b7aaaab46e61db336f05590d8c7d51283edd39ce113ff887bcb40851587297a.mp4", "video_id": "4b7aaaab46e61db336f05590d8c7d51283edd39ce113ff887bcb40851587297a"}
{"item_id": "Video-MME-v2_1441", "benchmark": "Video-MME-v2", "question": "In the final steak-frying challenge, what color was the headpiece worn by the humanoid robot named \"Chef NEO\"?", "options": ["Black.", "Yellow.", "Gray.", "Gold.", "Red.", "White.", "Silver.", "Blue."], "answer": "C", "answer_idx": 2, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 999.350522, "attack_pct": 0.7468858913127663, "license": "MIT", "selection_order": 9258, "video": "videos/4af049db1e28ecfa6ff251769d72234470233c614b5c73094ebfc12b4816c053.mp4", "video_id": "4af049db1e28ecfa6ff251769d72234470233c614b5c73094ebfc12b4816c053"}
{"item_id": "HLV-1K_9633", "benchmark": "HLV-1K", "question": "In the video event from 2.0 to 2768.0 seconds, which direction does the dog fly while attached to the blue leash?", "options": ["The dog flies high above the ground.", "The dog flies low near the ground.", "The dog flies in circles.", "The dog flies straight towards the camera."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object-direction", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2766.657596, "attack_pct": 0.9049954821221118, "license": "MIT", "selection_order": 9259, "video": "videos/a34f3efce67acde1976d3f8b408f863fa4f0a1b8a5b503862c6ace3844ec27eb.mp4", "video_id": "a34f3efce67acde1976d3f8b408f863fa4f0a1b8a5b503862c6ace3844ec27eb"}
{"item_id": "K9-Bench_2184", "benchmark": "K9-Bench", "question": "What is the groomer's primary reason for not using the 'pre-blast' method with a high-velocity dryer on the dog's dry coat before beginning the bath?", "options": ["Pre-blasting removes natural oils, causing visible skin irritation.", "Pre-blasting pushes dirt deeper, reducing shampoo effectiveness.", "Pre-blasting spreads dander, creating extensive cleanup needs.", "Pre-blasting causes visible stress reactions during grooming.", "Pre-blasting leads to hair accumulation in drains."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "context analysis", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 1175.858503, "attack_pct": 0.6430473086356009, "license": "CC-BY-NC-4.0", "selection_order": 9265, "video": "videos/0582d9d24b1f67bea1551656c54161fbb7e7074a3badd8323876c58910cde0bd.mp4", "video_id": "0582d9d24b1f67bea1551656c54161fbb7e7074a3badd8323876c58910cde0bd"}
{"item_id": "ALLVB_15030", "benchmark": "ALLVB", "question": "Does the event where Nicky and Jess celebrate with champagne take place indoors or outdoors?", "options": ["Indoors, in a hotel room.", "Outdoors, in a backyard.", "Indoors, in a restaurant.", "Outdoors, on a beach.", "Indoors, in a shopping mall."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "Event Detection", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 6284.224, "attack_pct": 0.2832790112301536, "license": "CC-BY-NC-SA-4.0", "selection_order": 9266, "video": "videos/d1bd8c120be89e8ce104adc8c33b493d4d2cb312ef5152bce9cc752795c44950.mp4", "video_id": "d1bd8c120be89e8ce104adc8c33b493d4d2cb312ef5152bce9cc752795c44950"}
{"item_id": "HLV-1K_6503", "benchmark": "HLV-1K", "question": "Where do the events primarily take place from 1.0 to 1818.0 seconds?", "options": ["In a natural outdoor setting with rocky terrain and sparse vegetation.", "In a high-tech environment with geometric patterns and futuristic designs.", "In an urban park or public space with greenery and paved walkways.", "In a school hallway with lockers and colorful walls."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "descriptive-scene", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 1819.863946, "attack_pct": 0.9197673292887568, "license": "MIT", "selection_order": 9273, "video": "videos/fb77655fe296a15166a4a7f71f4b452f5b4c21dd875c61bc7880ed380bf964c9.mp4", "video_id": "fb77655fe296a15166a4a7f71f4b452f5b4c21dd875c61bc7880ed380bf964c9"}
{"item_id": "TimeScope_203", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["strawberry, lemon, quince", "ugli, strawberry, papaya", "tangerine, raspberry, cherry", "tangerine, papaya, honeydew", "apple, banana, raspberry", "strawberry, honeydew, honeydew"], "answer": "D", "answer_idx": 3, "n_options": 6, "chance": 0.166667, "capability": "grounding", "task_class": "_none", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 1200.0, "attack_pct": 0.7906044275203304, "license": "unknown", "selection_order": 9279, "video": "videos/32d886ac0edc9f99842e8b84d474cb2719b389b7d827778ac1540ca335de49ab.mp4", "video_id": "32d886ac0edc9f99842e8b84d474cb2719b389b7d827778ac1540ca335de49ab"}
{"item_id": "ALLVB_5511", "benchmark": "ALLVB", "question": "In the forest scene, a woman wearing a gray hoodie and earmuffs stands with a gun while a man in camouflage pants and a black shirt interacts with her. They are surrounded by trees, logs, and a boombox hanging from a tree. What is the pattern on the man's headband?", "options": ["Stripes", "Polka dots", "Floral", "Paisley", "Solid color"], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Needle-in-a-Haystack", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 5147.142, "attack_pct": 0.2857719117077578, "license": "CC-BY-NC-SA-4.0", "selection_order": 9280, "video": "videos/17852abf207ad1b45344faae0c4de8da8b0ccba8ce83c529ec40197a5a7f7b0e.mp4", "video_id": "17852abf207ad1b45344faae0c4de8da8b0ccba8ce83c529ec40197a5a7f7b0e"}
{"item_id": "Video-MME-v2_2646", "benchmark": "Video-MME-v2", "question": "When the three phones are placed side by side in the video, which phone is on the right?", "options": ["Pixel 9 Pro.", "IPhone 17 Pro.", "IPhone 16 Pro.", "Pixel 10 Pro.", "Galaxy S25 Ultra.", "IPhone Air.", "OnePlus 15.", "Galaxy S20+."], "answer": "G", "answer_idx": 6, "n_options": 8, "chance": 0.125, "capability": "spatial", "task_class": "_none", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 789.849977, "attack_pct": 0.4910449206144314, "license": "MIT", "selection_order": 9286, "video": "videos/66462ac18dc8bef8e041325314ff155874af4334e63574752b649f65d0d4f5f6.mp4", "video_id": "66462ac18dc8bef8e041325314ff155874af4334e63574752b649f65d0d4f5f6"}
{"item_id": "HLV-1K_8518", "benchmark": "HLV-1K", "question": "What is the camera doing when the character dressed in black attire, resembling a ninja, is grasping a vertical pole with a prominent red beam of light?", "options": ["The camera is zooming in on the character.", "The camera is panning to the left.", "The camera is moving closer to the character.", "The camera is zooming out from the character."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "camera-direction", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 1828.617868, "attack_pct": 0.92298631728411, "license": "MIT", "selection_order": 9287, "video": "videos/1118c97269b25cd22bb7bbc2c3211a9fb0d8be4171164b7606a6e705f43c9777.mp4", "video_id": "1118c97269b25cd22bb7bbc2c3211a9fb0d8be4171164b7606a6e705f43c9777"}
{"item_id": "Video-MME-v2_3154", "benchmark": "Video-MME-v2", "question": "In the dance corresponding to the third song, after a cycle of movements similar to the yoga \"Triangle Pose,\" what is the periodic movement that follows?", "options": ["Stand with feet crossed, first raise both hands from the sides of the body upward, then slowly cross them above the head.", "Tap the feet outward to both sides, first raise hands to the chest, then lower them, followed by movements similar to twisting a traditional dance.", "Stand with feet together, first slowly extend both hands from the chest outward, then slowly lower them to the sides of the body.", "Stand with feet together, first extend arms forward, then spread to the sides, and finally place hands downward along the legs.", "Stand with feet apart, first stretch arms to the left and right sides alternately, then stretch downward first, then upward.", "Stand with feet apart, first make circular movements with hands above the head, then stretch to the sides, and finally slowly lower.", "Stand with feet apart, first stretch arms downward, then upward, then stretch to the left and right sides alternately.", "Stand with feet shoulder-width apart, first lift arms from the sides to horizontal, then slowly rotate shoulders while lowering."], "answer": "E", "answer_idx": 4, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 794.286009, "attack_pct": 0.8157512585516974, "license": "MIT", "selection_order": 9293, "video": "videos/dca2fea2f04698a53c464a33680ac918e343a11266646a6025036198bbebe18e.mp4", "video_id": "dca2fea2f04698a53c464a33680ac918e343a11266646a6025036198bbebe18e"}
{"item_id": "ALLVB_2003", "benchmark": "ALLVB", "question": "What is the main topic of conversation between Bud and Lindsey when Bud switches off the screen?", "options": ["Bud's dislike for Lindsey", "Bud's fear of the mission", "Lindsey's leadership skills", "Bud's past mistakes", "Lindsey's technical expertise"], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Scene Recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 10253.183833, "attack_pct": 0.2865060668645927, "license": "CC-BY-NC-SA-4.0", "selection_order": 9294, "video": "videos/0eed4f6fb3a582fdf78ed6bbe83b3d09c9ac2e9b09665d7319937f8cd48c42db.mp4", "video_id": "0eed4f6fb3a582fdf78ed6bbe83b3d09c9ac2e9b09665d7319937f8cd48c42db"}
{"item_id": "TimeScope_235", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["tangerine, apple, cherry", "tangerine, fig, raspberry", "papaya, mango, mango", "apple, kiwi, fig", "date, fig, mango", "cherry, cherry, raspberry"], "answer": "A", "answer_idx": 0, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 1200.0, "attack_pct": 0.9510859042209888, "license": "unknown", "selection_order": 9300, "video": "videos/f2589c047e3a890096433dc74a2f57a60961af731f91af0e4e883c9fd5d2d1c8.mp4", "video_id": "f2589c047e3a890096433dc74a2f57a60961af731f91af0e4e883c9fd5d2d1c8"}
{"item_id": "HLV-1K_2228", "benchmark": "HLV-1K", "question": "What educational tools are present in the classroom from 22.0 to 2160.0 seconds?", "options": ["A world map and a display cabinet with laboratory equipment.", "A telescope and a microscope.", "A globe and a periodic table.", "A projector and a whiteboard."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object understanding", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2164.215873, "attack_pct": 0.93007777204079, "license": "MIT", "selection_order": 9301, "video": "videos/57d15e7f7ce4e66339985821afcb1523090e088bf3650324bd74d87395818ab8.mp4", "video_id": "57d15e7f7ce4e66339985821afcb1523090e088bf3650324bd74d87395818ab8"}
{"item_id": "OVO-S-Bench_620", "benchmark": "OVO-S-Bench", "question": "(Question asked at 613.0 s into the video; 'current' refers to that moment.) At the current moment, where is the previously seen white door located relative to the camera, outside the current view?", "options": ["Out of view to the left", "Out of view to the right", "Out of view in front of the camera / beyond the current view", "Out of view behind the camera"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "2.2.1", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1032.666667, "attack_pct": 0.6169726991093326, "license": "unknown", "selection_order": 9307, "video": "videos/c3400547381d026ce8e48642f7cd550373973806464df52891275cd1ac5421e0.mp4", "video_id": "c3400547381d026ce8e48642f7cd550373973806464df52891275cd1ac5421e0"}
{"item_id": "ALLVB_4230", "benchmark": "ALLVB", "question": "What interaction occurs between the bouquet of flowers and Tatlock in the scene outside her house?", "options": ["Tatlock places the flowers in a vase.", "Tatlock throws the flowers at Oppenheimer.", "Tatlock dumps the flowers in the trash.", "Tatlock hands the flowers back to Oppenheimer.", "Tatlock leaves the flowers on the ground."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "Object Detection and Tracking", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 10822.153, "attack_pct": 0.287272492577772, "license": "CC-BY-NC-SA-4.0", "selection_order": 9308, "video": "videos/7e4701214b308a67fb5abdf442ced54fd463c7ac8d5bc162aa6167da676c396c.mp4", "video_id": "7e4701214b308a67fb5abdf442ced54fd463c7ac8d5bc162aa6167da676c396c"}
{"item_id": "Video-MME-v2_102", "benchmark": "Video-MME-v2", "question": "What is the second step in roasting a duck?", "options": ["Knead the flour into a dough, then take two 25g portions.", "Knead the flour into a dough and wrap it in plastic wrap.", "Knead the dough for exactly 5 minutes, then place it in the freezer to firm up before rolling.", "Stir the mixture with chopsticks until no dry flour is visible, then cover and let it steam over the pot for 10 minutes.", "Add a bit sesame oil and roll it out.", "Add a tablespoon of sesame oil, knead until smooth, and let it rest for at least 30minutes.", "Knead the dough, cover it with a damp cloth, and let it rise in a warm place for one hour.", "Knead the flour into a dough and roll out the wrappers."], "answer": "B", "answer_idx": 1, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 644.307302, "attack_pct": 0.7773977023363883, "license": "MIT", "selection_order": 9314, "video": "videos/7377ada781dfc0ba30c732503955d471f60155c9bd8efac51927686c3cf6af93.mp4", "video_id": "7377ada781dfc0ba30c732503955d471f60155c9bd8efac51927686c3cf6af93"}
{"item_id": "HLV-1K_448", "benchmark": "HLV-1K", "question": "In the video event sequence from 34.0 to 3428.0 seconds, what is the direction of the camera movement in the final scene?", "options": ["The camera moves towards the individuals.", "The camera moves away from the individuals.", "The camera remains stationary.", "The camera moves to the left."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "camera-direction", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 3456.429569, "attack_pct": 0.9326674841874274, "license": "MIT", "selection_order": 9315, "video": "videos/64849cce028f805bb1fd822a1ddbe29fb3e7aa3853d527789740f3f25e435d2b.mp4", "video_id": "64849cce028f805bb1fd822a1ddbe29fb3e7aa3853d527789740f3f25e435d2b"}
{"item_id": "Video-MME-v2_2804", "benchmark": "Video-MME-v2", "question": "Why did the protagonist build the pond?", "options": ["Attract more birds.", "Store rainwater for irrigation.", "Reduce yard water accumulation.", "Prevent frogs from entering the pool.", "Film a documentary about natural scenery.", "Protect endangered salamander.", "Provide a better habitat for local wildlife."], "answer": "D", "answer_idx": 3, "n_options": 7, "chance": 0.142857, "capability": "grounding", "task_class": "_none", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 971.037007, "attack_pct": 0.9698754356525108, "license": "MIT", "selection_order": 9321, "video": "videos/30ad43ac55379d099c7084f0365272cf274ae9e6b315ef714cc65e8c4287cb93.mp4", "video_id": "30ad43ac55379d099c7084f0365272cf274ae9e6b315ef714cc65e8c4287cb93"}
{"item_id": "ALLVB_20004", "benchmark": "ALLVB", "question": "In the dimly lit room, a man in a white shirt and black tie sits with a disheveled look while two women, one in a black dress and the other in a zebra-striped outfit, move around him. The room is adorned with hanging lights and a table with various items. What is the pattern on the tie worn by the man sitting in the chair?", "options": ["Polka dots", "Stripes", "Floral", "Plain", "Checkered"], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Needle-in-a-Haystack", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 6606.816, "attack_pct": 0.2881599328772428, "license": "CC-BY-NC-SA-4.0", "selection_order": 9322, "video": "videos/a19e4b91f278525d6e77676be7bc525717aa2c7528b753796b9437c736b0a71c.mp4", "video_id": "a19e4b91f278525d6e77676be7bc525717aa2c7528b753796b9437c736b0a71c"}
{"item_id": "Video-MME-v2_2631", "benchmark": "Video-MME-v2", "question": "What is the flow of the entire loop?", "options": ["The protagonist survives a shipwreck and boards a deserted cruise ship -> discovers he is hunting down his past comrades -> tries to stop the cycle but becomes trapped in deeper karma -> returns to the starting point of the shipwreck.", "The protagonist wakes up on his birthday -> is attacked by a masked assassin at a party that night -> dies -> wakes up again in his dormitory in the early morning.", "The protagonist wakes to an alarm clock -> spends an ordinary day -> attempts suicide or sleep to end his life -> wakes up again in the same bed at the same time.", "After a shipwreck, the protagonist boards a deserted cruise ship -> discovers he is hunting his past companions -> tries to stop the cycle but becomes trapped in deeper karma -> returns to the starting point of the shipwreck.", "The protagonist enters home -> discovers his wife with another man -> an argument and chaos ensues -> the scene resets, and the protagonist re-enters.", "The protagonist wakes up on a train -> has only 8 minutes to find a bomb -> experiences an explosion or mission failure -> consciousness returns to the lab, and he re-enters the train.", "The protagonist is awakened in a military camp -> participates in a doomed landing operation -> dies on the battlefield -> instantly opens his eyes, returning to the moment he was awakened.", "The protagonist enters a mysterious mansion -> finds himself trapped in an infinite corridor -> must solve specific puzzles to proceed -> fails and is teleported back to the main entrance."], "answer": "E", "answer_idx": 4, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 629.116735, "attack_pct": 0.1963824706337937, "license": "MIT", "selection_order": 9328, "video": "videos/2f3437c4383371c2445ad8d1b71edc573649f7fa3c69356b83b8f09b43892654.mp4", "video_id": "2f3437c4383371c2445ad8d1b71edc573649f7fa3c69356b83b8f09b43892654"}
{"item_id": "HLV-1K_9827", "benchmark": "HLV-1K", "question": "How many times is the red car mentioned in the event from 832.0 to 892.0 seconds?", "options": ["1 time.", "2 times.", "3 times.", "4 times."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "counting", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2579.736961, "attack_pct": 0.9372095649929004, "license": "MIT", "selection_order": 9329, "video": "videos/833838841e3342354d2d5585fb2125acc8177ff4f2bf23a9abadf8a3f118d36b.mp4", "video_id": "833838841e3342354d2d5585fb2125acc8177ff4f2bf23a9abadf8a3f118d36b"}
{"item_id": "TimeScope_2230", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words.\\n\\nQuestion: What is the girl in red clothes doing in her room?", "options": ["doing homework", "playing video games", "making the bed", "reading books", "doing yoga", "watching TV"], "answer": "C", "answer_idx": 2, "n_options": 6, "chance": 0.166667, "capability": "long_video", "task_class": "_none", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 1200.0, "attack_pct": 0.6168920227184717, "license": "unknown", "selection_order": 9335, "video": "videos/0949f97b005e6c9553ab3b5d9392a67995621903b90da5675007ad878689f810.mp4", "video_id": "0949f97b005e6c9553ab3b5d9392a67995621903b90da5675007ad878689f810"}
{"item_id": "ALLVB_13674", "benchmark": "ALLVB", "question": "How are the nests filled with eggs arranged in the jungle clearing?", "options": ["In a straight line", "In a circular pattern", "In a random scatter", "In a spiral pattern", "In a grid formation"], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "Object Detection and Tracking", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 5540.650667, "attack_pct": 0.2909352007228604, "license": "CC-BY-NC-SA-4.0", "selection_order": 9336, "video": "videos/73b94fcec3f5c14f4035b91097ac32405128e5ccee9dac4bb4d50c8ec96ed4fb.mp4", "video_id": "73b94fcec3f5c14f4035b91097ac32405128e5ccee9dac4bb4d50c8ec96ed4fb"}
{"item_id": "LongVideoBench_1081", "benchmark": "LongVideoBench", "question": "On a stretch of yellow sandbriskеd by jade-green seawater, a man wearing a grey short-sleeve shirt, glasses, and sporting a goatee is taking a selfie. In which of the following scenes does this goateed man appear?", "options": ["Inside a large turtle tank", "On a beach during the rain", "In a dense primeval forest", "In a park during the rain", "In a park with a slide"], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "SOS", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 967.48, "attack_pct": 0.9650025816445076, "license": "CC-BY-NC-SA-4.0", "selection_order": 9342, "video": "videos/e17b1288b102f1562e2f77968f36a937e06297473afa5a634818b80fa5986115.mp4", "video_id": "e17b1288b102f1562e2f77968f36a937e06297473afa5a634818b80fa5986115"}
{"item_id": "HLV-1K_9113", "benchmark": "HLV-1K", "question": "From 2728.0 to 2814.0 seconds, how does the speed of the video transition between different scenes?", "options": ["The transitions are rapid and abrupt.", "The transitions are slow and gradual.", "The transitions are moderate and consistent.", "The transitions are non-existent."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "speed", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2819.552653, "attack_pct": 0.9382744933522654, "license": "MIT", "selection_order": 9343, "video": "videos/de1d22db87b0bd49e5250a87fdf86d6375b1b1796f8ce262cd5796b1e46c7e68.mp4", "video_id": "de1d22db87b0bd49e5250a87fdf86d6375b1b1796f8ce262cd5796b1e46c7e68"}
{"item_id": "StreamingBench_1125", "benchmark": "StreamingBench", "question": "Where is the white car parked right now?", "options": ["Next to the cyclist.", "On the right side of the road.", "Directly ahead of the cyclist.", "On the left side of the road."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "Spatial Understanding", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 616.1645, "attack_pct": 0.9459468181231444, "license": "unknown", "selection_order": 9349, "video": "videos/03906e30f34c6003b63601f9409f60e7832dddce98537653f69cd8ecff388047.mp4", "video_id": "03906e30f34c6003b63601f9409f60e7832dddce98537653f69cd8ecff388047"}
{"item_id": "ALLVB_20646", "benchmark": "ALLVB", "question": "In the scene where Maggie is getting ready for her wedding, which object is partially occluded and by what?", "options": ["The wedding dress is partially occluded by the window.", "The toy horse is partially occluded by the bridal gown.", "The hair dryer is partially occluded by Grandma Julia.", "The car is partially occluded by the guests.", "The tape recorder is partially occluded by Ike's pocket."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "Object Detection and Tracking", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 6981.024, "attack_pct": 0.2925890667355105, "license": "CC-BY-NC-SA-4.0", "selection_order": 9350, "video": "videos/75b73c22aeecd8f52a6b9168e50efaff970100e4e443fdf3e59840039510b338.mp4", "video_id": "75b73c22aeecd8f52a6b9168e50efaff970100e4e443fdf3e59840039510b338"}
{"item_id": "TimeScope_216", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["elderberry, fig, papaya", "date, elderberry, fig", "apple, grape, orange", "nectarine, lemon, papaya", "mango, kiwi, cherry", "honeydew, raspberry, fig"], "answer": "A", "answer_idx": 0, "n_options": 6, "chance": 0.166667, "capability": "temporal", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 1200.0, "attack_pct": 0.9671324383632374, "license": "unknown", "selection_order": 9356, "video": "videos/ab9ef4bef28c478703ae365a0deb338764e000f5bf87f7e8d9600d22ed6cc4ec.mp4", "video_id": "ab9ef4bef28c478703ae365a0deb338764e000f5bf87f7e8d9600d22ed6cc4ec"}
{"item_id": "HLV-1K_10039", "benchmark": "HLV-1K", "question": "What is the woman in the video wearing at 4721.0 seconds?", "options": ["A light brown suit jacket.", "A blue outfit.", "A dark suit with a blue shirt and a striped tie.", "A red dress."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "character-understanding", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 5777.449796, "attack_pct": 0.9491738737575836, "license": "MIT", "selection_order": 9357, "video": "videos/7857b9242a40ffa8ac443b87e01a518461fdabe16b3627111fecc507439bc624.mp4", "video_id": "7857b9242a40ffa8ac443b87e01a518461fdabe16b3627111fecc507439bc624"}
{"item_id": "Video-MME-v2_1089", "benchmark": "Video-MME-v2", "question": "The video shows a discounted \"Vileda Turbo Smart\" mop set. According to the information on the window sticker, how much cheaper is the current price compared to the original price in British Pounds (£)?", "options": ["11.", "12.", "10.", "14.", "15.", "16.", "13.", "9."], "answer": "A", "answer_idx": 0, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1026.600635, "attack_pct": 0.8677875306570285, "license": "MIT", "selection_order": 9363, "video": "videos/798aa5adc26024ef776824979c5381b4670e3099848057b018388ace9f0a9db7.mp4", "video_id": "798aa5adc26024ef776824979c5381b4670e3099848057b018388ace9f0a9db7"}
{"item_id": "Video-MME-v2_2810", "benchmark": "Video-MME-v2", "question": "What changes were made to the cheese used in the third and fourth dishes?", "options": ["Compared to the third dish, the fourth dish replaces 1/2 cup grated Parmesan cheese with 4 oz cream cheese and 8 oz shredded Mexican cheese blend.", "Compared to the third dish, the fourth dish replaces 4 oz cream cheese and 1/2 cup grated Parmesan cheese with 8 oz shredded Mexican cheese blend.", "Compared to the third dish, the fourth dish replaces 4 oz cream cheese and 8 oz shredded Mexican cheese blend with 1/2 cup grated Parmesan cheese.", "The fourth dish uses one less type of seasoning than the third dish, removing onion powder.", "Compared to the third dish, the fourth dish still uses 2 lbs of chicken thighs, and the fifth dish replaces 2 lbs of chicken thighs with 2 lbs of chicken tenders.", "Compared to the third dish, the fourth dish replaces 6 oz shredded Fontina cheese and 4 oz grated Gruyère cheese with 2 cups extra sharp white cheddar and 2 oz crumbled Gorgonzola.", "Compared to the third dish, the fourth dish replaces 2 lbs of chicken breast with 2 lbs of chicken thighs, and the fifth dish replaces 2 lbs of chicken breast with 2 lbs of chicken tenders.", "The fourth dish uses one more type of seasoning than the third dish, and replaces garlic with garlic powder."], "answer": "C", "answer_idx": 2, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 886.816508, "attack_pct": 0.9712469342971471, "license": "MIT", "selection_order": 9370, "video": "videos/946758fcf8ae6e4101e3234940750f72731eab9ea90bb3a27aef30099de56edb.mp4", "video_id": "946758fcf8ae6e4101e3234940750f72731eab9ea90bb3a27aef30099de56edb"}
{"item_id": "HLV-1K_2417", "benchmark": "HLV-1K", "question": "In the video events from 708.0 to 794.0 seconds and H to e seconds, what is the direction of the movement of the person in the final part of the first event?", "options": ["The person moves towards the left side of the frame.", "The person moves towards the right side of the frame.", "The person moves towards the center of the frame.", "The person moves towards the background of the frame."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object-direction", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 1874.570159, "attack_pct": 0.9521266296630954, "license": "MIT", "selection_order": 9371, "video": "videos/8eacf2077f71bf7ef9399bf098112a760561a165720cb97239f0ef926e5261ac.mp4", "video_id": "8eacf2077f71bf7ef9399bf098112a760561a165720cb97239f0ef926e5261ac"}
{"item_id": "K9-Bench_1581", "benchmark": "K9-Bench", "question": "How does the specific context of people preparing for and embarking on the quad bike ride influence the dogs' subsequent focused behavior during the treat hunt in the bush?", "options": ["People and quad bike entering bush prompt coordinated search with focused ground tracking.", "People riding quad bike prompt focused exploration with wagging tails and noses to ground.", "Quad bike entering trees prompts excited advance with sniffing and digging motions.", "Quad bike entry prompts focused entry with fanning out, sniffing and scanning.", "Engine sound and movement prompt rapid deployment with scanning ears and poised bodies."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "context analysis", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 624.988299, "attack_pct": 0.8483041822641022, "license": "CC-BY-NC-4.0", "selection_order": 9377, "video": "videos/8a63084481e090c691271d0c38d360fa11498b43f36c9d0a4103c8c35fffe479.mp4", "video_id": "8a63084481e090c691271d0c38d360fa11498b43f36c9d0a4103c8c35fffe479"}
{"item_id": "ALLVB_22173", "benchmark": "ALLVB", "question": "How is the lighting used in the scene where Alan Turing and Joan Clarke talk behind Hut 8?", "options": ["Bright and natural, emphasizing the daytime setting", "Dim and artificial, creating a tense atmosphere", "Soft and warm, highlighting the emotional conversation", "Harsh and cold, reflecting the seriousness of the situation", "Flickering and unstable, adding to the sense of danger"], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "Video Captioning", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 6853.888709, "attack_pct": 0.2941541887182135, "license": "CC-BY-NC-SA-4.0", "selection_order": 9378, "video": "videos/af4534b22bc5210bc1df22ebcdf26d4d87f0a6d5c5fabe4b601a8e03b7f30c06.mp4", "video_id": "af4534b22bc5210bc1df22ebcdf26d4d87f0a6d5c5fabe4b601a8e03b7f30c06"}
{"item_id": "VideoEval-Pro_162", "benchmark": "VideoEval-Pro", "question": "What happened to the painting of the fat man in the video?", "options": ["Torn", "Smeared", "Burned", "Disappeared"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 611.0, "attack_pct": 0.7314686330192333, "license": "unknown", "selection_order": 9384, "video": "videos/f9698071aefdaa5190f93826273ee12b1722f9d49cd05f39c4fac6fca8e5ea65.mp4", "video_id": "f9698071aefdaa5190f93826273ee12b1722f9d49cd05f39c4fac6fca8e5ea65"}
{"item_id": "HLV-1K_5749", "benchmark": "HLV-1K", "question": "Where is the girl positioned when she is interacting with the large snake in the jungle?", "options": ["On the ground.", "On a tree branch.", "In a cave.", "Near a waterfall."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "spatial-relationship", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 3706.90322, "attack_pct": 0.9580402091132052, "license": "MIT", "selection_order": 9385, "video": "videos/5386df8a551ff00c30abda6e6dcc5b4cfa45b601a4fbf4194e31665c751240f1.mp4", "video_id": "5386df8a551ff00c30abda6e6dcc5b4cfa45b601a4fbf4194e31665c751240f1"}
{"item_id": "Video-MME-v2_848", "benchmark": "Video-MME-v2", "question": "How many Side Step Jacks did the woman perform in exercise segment \"01\"?", "options": ["44 times.", "40 times.", "46 times.", "34 times.", "36 times.", "42 times.", "48 times.", "38 times."], "answer": "A", "answer_idx": 0, "n_options": 8, "chance": 0.125, "capability": "temporal", "task_class": "_none", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 990.168526, "attack_pct": 0.905995869368788, "license": "MIT", "selection_order": 9391, "video": "videos/e2a675519612fea073565996c806222462507e3a87624aad59db2779cd25f59f.mp4", "video_id": "e2a675519612fea073565996c806222462507e3a87624aad59db2779cd25f59f"}
{"item_id": "ALLVB_11623", "benchmark": "ALLVB", "question": "What are the weather conditions during the premiere of \"North by Northwest\"?", "options": ["Sunny and clear", "Snowy and cold", "Foggy and humid", "Torrential rain", "Windy and dry"], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "Video Captioning", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 5900.978417, "attack_pct": 0.2960178133471021, "license": "CC-BY-NC-SA-4.0", "selection_order": 9392, "video": "videos/ee0980f9678bc13bf2ad3b5297b5f7ae57aa302617d6e1a9d34988d87cf65746.mp4", "video_id": "ee0980f9678bc13bf2ad3b5297b5f7ae57aa302617d6e1a9d34988d87cf65746"}
{"item_id": "TimeScope_250", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["tangerine, cherry, apple", "date, kiwi, honeydew", "grape, cherry, papaya", "date, apple, kiwi", "papaya, mango, tangerine", "honeydew, kiwi, orange"], "answer": "D", "answer_idx": 3, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.9945140054214536, "license": "unknown", "selection_order": 9398, "video": "videos/803dc5faa17d851dde2de607183ae9bd38011636bfac3e233f2887f3dafe4fe6.mp4", "video_id": "803dc5faa17d851dde2de607183ae9bd38011636bfac3e233f2887f3dafe4fe6"}
{"item_id": "HLV-1K_5883", "benchmark": "HLV-1K", "question": "What decorative items are visible on the shelves in the modern indoor setting from 4.0 to 2595.0 seconds?", "options": ["A globe, vintage-style telephones, and geometric decorations.", "A red phone booth, a fish tank, and a staircase.", "A dartboard, plants, and a television showing an aquatic scene.", "A model sailboat, toy cars, and a Stormtrooper figurine."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object understanding", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2569.148662, "attack_pct": 0.9696334064799276, "license": "MIT", "selection_order": 9399, "video": "videos/e3e4b5c71fa765f212413a0e645cacba3fe2ec6f708f8324ae0e19d6bb7f4785.mp4", "video_id": "e3e4b5c71fa765f212413a0e645cacba3fe2ec6f708f8324ae0e19d6bb7f4785"}
{"item_id": "OVO-S-Bench_790", "benchmark": "OVO-S-Bench", "question": "(Question asked at 1662.0 s into the video; 'current' refers to that moment.) Did the camera capture the indoor parking lot before or after navigating the outdoor street?", "options": ["Before navigating the street", "After navigating the street"], "answer": "A", "answer_idx": 0, "n_options": 2, "chance": 0.5, "capability": "grounding", "task_class": "2.3.1", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1662.466667, "attack_pct": 0.6510262036917517, "license": "unknown", "selection_order": 9405, "video": "videos/4f51ecf771b058c6675c1fdd76cae6cf78ebe0534b1430893d86af9a4f16d57f.mp4", "video_id": "4f51ecf771b058c6675c1fdd76cae6cf78ebe0534b1430893d86af9a4f16d57f"}
{"item_id": "ALLVB_8277", "benchmark": "ALLVB", "question": "Which vehicle does Tim use to travel from Trafalgar Square to Mary's flat?", "options": ["Taxi", "Bus", "Train", "Bicycle", "Car"], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Video Captioning", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 7402.176, "attack_pct": 0.2984058345165871, "license": "CC-BY-NC-SA-4.0", "selection_order": 9406, "video": "videos/3516732189aa41a617101b5dee16594129e38cf9a73b979469229cfffc7eaa6a.mp4", "video_id": "3516732189aa41a617101b5dee16594129e38cf9a73b979469229cfffc7eaa6a"}
{"item_id": "K9-Bench_3029", "benchmark": "K9-Bench", "question": "Detail the sequence of owner actions that trigger the dogs' high excitement and prompt their rapid descent from the upstairs bedroom to leave the house for their morning outdoor activity.", "options": ["Owner says 'Go for a walk' causing dogs to excitedly race downstairs, then owner puts on shoes leading to exit.", "Owner moves toward door causing dogs to excitedly race downstairs, then owner grabs keys leading to exit.", "Owner picks up leash causing dogs to excitedly race downstairs, then owner says 'Let's go outside' leading to exit.", "Owner stands up from bed causing dogs to excitedly race downstairs, then opens closet door leading to exit.", "Owner gestures 'outside' causing dogs to excitedly race downstairs, then opens screen door leading to exit."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "cause-effect analysis", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 613.749841, "attack_pct": 0.9414854137085324, "license": "CC-BY-NC-4.0", "selection_order": 9412, "video": "videos/63c70f9796dfb7d9e46abcb1eddc7b3e7c21ea003702a7766d31219dec0e1a2f.mp4", "video_id": "63c70f9796dfb7d9e46abcb1eddc7b3e7c21ea003702a7766d31219dec0e1a2f"}
{"item_id": "HLV-1K_4209", "benchmark": "HLV-1K", "question": "From 11.0 to 56.0 seconds, which scene transition happens more quickly?", "options": ["From the news studio to the weather set.", "From the weather set to the living room.", "From the living room to the outdoor office area.", "All transitions happen at the same speed."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "speed", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 3045.831111, "attack_pct": 0.9734736026849102, "license": "MIT", "selection_order": 9413, "video": "videos/b37d38ed737a2539fc1bdd750347b46311392a728720419a2acefb4352600a2a.mp4", "video_id": "b37d38ed737a2539fc1bdd750347b46311392a728720419a2acefb4352600a2a"}
{"item_id": "LongVideoBench_1334", "benchmark": "LongVideoBench", "question": "In a bedroom with two warm-colored table lamps and two paintings hanging on the wall, a short-haired woman wearing an orange outfit is sitting on the bed turning on a computer. What did she do before turning on the computer on the bed?", "options": ["Changed into a black coat", "Visited a museum", "Took a shower", "Wrote something in front of the computer", "Put on shoes"], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "E3E", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 954.454454, "attack_pct": 0.7124693429714728, "license": "CC-BY-NC-SA-4.0", "selection_order": 9419, "video": "videos/4396a2a159313849a36671113d0e283f341bc7592dd48c2dd00354bf09a61369.mp4", "video_id": "4396a2a159313849a36671113d0e283f341bc7592dd48c2dd00354bf09a61369"}
{"item_id": "ALLVB_24144", "benchmark": "ALLVB", "question": "What is the main topic of conversation between Ray and Trooper Napoli at the store?", "options": ["Ray's financial troubles.", "Trooper Napoli's purchases.", "Ray's relationship with Troy.", "The malfunctioning credit card machine.", "The weather conditions."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Event Detection", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 5815.81, "attack_pct": 0.3086356008777591, "license": "CC-BY-NC-SA-4.0", "selection_order": 9420, "video": "videos/65fd0ddbe1bf64f5375a3c84b8703c54454a9c33d2564688784c459151bc9c90.mp4", "video_id": "65fd0ddbe1bf64f5375a3c84b8703c54454a9c33d2564688784c459151bc9c90"}
{"item_id": "StreamingBench_1123", "benchmark": "StreamingBench", "question": "Where is the \"National Championships\" banner located right now?", "options": ["On the right side of the road.", "Above the cyclists.", "Hanging in the middle of the road.", "Directly behind the cyclists."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "Spatial Understanding", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 616.750783, "attack_pct": 0.9544178391635472, "license": "unknown", "selection_order": 9426, "video": "videos/d70ad2b326323b0b7aab0afa6017f6303ccc9dbfa03cf3cd5eb280ef6b320374.mp4", "video_id": "d70ad2b326323b0b7aab0afa6017f6303ccc9dbfa03cf3cd5eb280ef6b320374"}
{"item_id": "HLV-1K_5575", "benchmark": "HLV-1K", "question": "How does the speed of the man's actions change from the indoor setting to the outdoor setting between the time of 2256.0 seconds to 2317.0 seconds?", "options": ["The man's actions are slower indoors and faster outdoors.", "The man's actions are faster indoors and slower outdoors.", "The man's actions maintain the same speed both indoors and outdoors.", "The man's actions are slow both indoors and outdoors."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "speed", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2845.582222, "attack_pct": 0.97607945010972, "license": "MIT", "selection_order": 9427, "video": "videos/f1f37f61e33138d6f4591f23ce9660267580f59a9fb7f1848dc9485b84d72253.mp4", "video_id": "f1f37f61e33138d6f4591f23ce9660267580f59a9fb7f1848dc9485b84d72253"}
{"item_id": "Video-MME-v2_2825", "benchmark": "Video-MME-v2", "question": "Which of the following correctly describes the sequence of the female protagonist's activities on the second day?", "options": ["She designed her shopping list first and then chose an outfit to go out in.", "She first went to a clothing store to try on dresses and then went to the supermarket to buy groceries.", "In the evening, she brewed tea first, then lit a candle, and finally started writing in her journal.", "She completed her Korean study first and then made a shopping list.", "She applied nail polish first and then used a stamping tool to add a bow pattern.", "She tidied up the items on the desk first and then made the bed.", "While shopping, she picked up an onion first and then a carrot.", "She finished her manicure first and then did her skincare and makeup."], "answer": "H", "answer_idx": 7, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 762.427211, "attack_pct": 0.9659384277784948, "license": "MIT", "selection_order": 9433, "video": "videos/acca409f15785efa6004f294bdb47bf5048bcfd19e842855d4ffd48abead9c71.mp4", "video_id": "acca409f15785efa6004f294bdb47bf5048bcfd19e842855d4ffd48abead9c71"}
{"item_id": "ALLVB_15551", "benchmark": "ALLVB", "question": "What is the purpose behind David smashing the ATM with the waste basket?", "options": ["To create a distraction", "To signal the police", "To break the glass and escape", "To find money", "To scare the Man away"], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Action Recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 5416.245, "attack_pct": 0.3164450755131018, "license": "CC-BY-NC-SA-4.0", "selection_order": 9434, "video": "videos/eb0d8d177a9517194015eabe7036b2a732c593d807cf9056bfb37a59fda8cb8a.mp4", "video_id": "eb0d8d177a9517194015eabe7036b2a732c593d807cf9056bfb37a59fda8cb8a"}
{"item_id": "MLVU_1465", "benchmark": "MLVU", "question": "What color is the water bottle on the table in the video?\n(A) White\n(B) Yellow\n(C) Blue\n(D) Green\n", "options": ["White", "Yellow", "Blue", "Green"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "plotQA", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 740.0, "attack_pct": 0.7723957661030076, "license": "CC-BY-NC-SA-4.0", "selection_order": 9440, "video": "videos/b3d131e29aa5408fd6625ff36aeff3eea6bee7f30b247fe1c9eb3b091a939d62.mp4", "video_id": "b3d131e29aa5408fd6625ff36aeff3eea6bee7f30b247fe1c9eb3b091a939d62"}
{"item_id": "HLV-1K_6406", "benchmark": "HLV-1K", "question": "How does the camera move from the beginning of the video at 1.0 seconds to the scene at 2878.0 seconds?", "options": ["The camera moves from a vibrant yellow background to a serene park area.", "The camera moves from a professional office setting to a medical facility.", "The camera moves from an indoor setting to an outdoor park area.", "The camera moves from a medical environment to a professional office setting."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "camera-direction", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2881.224853, "attack_pct": 0.6968745966180457, "license": "MIT", "selection_order": 9441, "video": "videos/6ca1b8dcf52aac77b7e553494359883b41849c8275d529a77cd2e7f5093e679d.mp4", "video_id": "6ca1b8dcf52aac77b7e553494359883b41849c8275d529a77cd2e7f5093e679d"}
{"item_id": "StreamingBench_1719", "benchmark": "StreamingBench", "question": "What is the position of the orange car right now?", "options": ["Directly ahead.", "On the left side of the road.", "On the right side of the road.", "Directly behind."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "Spatial Understanding", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 747.798639, "attack_pct": 0.8388650445333677, "license": "unknown", "selection_order": 9447, "video": "videos/f26ba14218e16ddda32d0fa22bf86631f35eb8f8bc638e97afffcc04b42f882c.mp4", "video_id": "f26ba14218e16ddda32d0fa22bf86631f35eb8f8bc638e97afffcc04b42f882c"}
{"item_id": "ALLVB_20397", "benchmark": "ALLVB", "question": "How does Cassie non-verbally express her emotions when Capa sits opposite her in the mess hall?", "options": ["She smiles faintly but doesn't speak.", "She avoids eye contact and leaves the room.", "She nods slightly and continues eating.", "She fidgets with her food but doesn't eat.", "She gestures for Capa to sit next to her."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Video Emotion Recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 6448.567125, "attack_pct": 0.3165902930166516, "license": "CC-BY-NC-SA-4.0", "selection_order": 9448, "video": "videos/c89f7c422a5ac8f692eb91e43cb746c3035d5c87ef93fca8fb10f4d00676b40b.mp4", "video_id": "c89f7c422a5ac8f692eb91e43cb746c3035d5c87ef93fca8fb10f4d00676b40b"}
{"item_id": "OVO-S-Bench_1491", "benchmark": "OVO-S-Bench", "question": "(Question asked at 257.3 s into the video; 'current' refers to that moment.) If I am facing north, in what direction is A relative to B?", "options": ["North", "West", "Southeast", "Northwest"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "4.1", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1264.0, "attack_pct": 0.7880550535691235, "license": "unknown", "selection_order": 9454, "video": "videos/951c10c643b99e2e24e3db0346ef02b2057cb7b9b7f31208e624ca87a4fd4208.mp4", "video_id": "951c10c643b99e2e24e3db0346ef02b2057cb7b9b7f31208e624ca87a4fd4208"}
{"item_id": "HLV-1K_7789", "benchmark": "HLV-1K", "question": "What is the direction of the camera movement from 4.0 seconds to 8304.0 seconds?", "options": ["The camera moves closer to the subjects.", "The camera moves away from the subjects.", "The camera remains stationary.", "The camera pans left and right."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "camera-direction", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 8406.94712, "attack_pct": 0.7910481476700658, "license": "MIT", "selection_order": 9455, "video": "videos/22f51716fd662136c35fb0fc4a2b9c161a7ed71deb5a34bae296be996d15ab1d.mp4", "video_id": "22f51716fd662136c35fb0fc4a2b9c161a7ed71deb5a34bae296be996d15ab1d"}
{"item_id": "ALLVB_12569", "benchmark": "ALLVB", "question": "What significant background elements are present when the G.I.s first encounter Chloe?", "options": ["A burning building and a river", "A tree and an animal trap", "A barn and a well", "A church and a gallows", "A crumbling wall and a half-track"], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "Video Captioning", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 6587.296, "attack_pct": 0.3214308764683103, "license": "CC-BY-NC-SA-4.0", "selection_order": 9462, "video": "videos/d8251c6c3624d6e2f7a259cd67ed0182bab0d04fc42747bfb62297c5adb8645f.mp4", "video_id": "d8251c6c3624d6e2f7a259cd67ed0182bab0d04fc42747bfb62297c5adb8645f"}
{"item_id": "StreamingBench_1792", "benchmark": "StreamingBench", "question": "What is displayed on the screen now?", "options": ["A lion.", "A tiger.", "A pug.", "A cat."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Object Perception", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 609.7471, "attack_pct": 0.8249322318316767, "license": "unknown", "selection_order": 9468, "video": "videos/0225c85cc608bab029bdb97aebcd146f55974b75eccb1045283fd505a45e5045.mp4", "video_id": "0225c85cc608bab029bdb97aebcd146f55974b75eccb1045283fd505a45e5045"}
{"item_id": "HLV-1K_4431", "benchmark": "HLV-1K", "question": "Which individual was moving faster in the video event from 4.0 to 2533.0 seconds?", "options": ["The person in casual clothing standing next to a table equipped with microphones.", "The person in a green jacket walking and interacting within the set.", "The person in a colorful outfit with yellow, pink, and blue elements.", "The person in a black costume preparing a drink with a dispenser."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "speed", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2545.975147, "attack_pct": 0.9084564992900478, "license": "MIT", "selection_order": 9469, "video": "videos/6f2b61329012b0f6b4c1778a9c2289e5ca87fc8336b408d2a9abec470fd5ccc5.mp4", "video_id": "6f2b61329012b0f6b4c1778a9c2289e5ca87fc8336b408d2a9abec470fd5ccc5"}
{"item_id": "ALLVB_22104", "benchmark": "ALLVB", "question": "What actions are happening simultaneously when Ferris and Bassam are driving through the crowded streets of Baghdad?", "options": ["Ferris is driving and Bassam is talking on the phone", "Ferris is driving and Bassam is texting on his phone", "Ferris is driving and Bassam is looking out the window", "Ferris is driving and Bassam is loading a weapon", "Ferris is driving and Bassam is reading a map"], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "Action Recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 7699.157, "attack_pct": 0.3214308764683103, "license": "CC-BY-NC-SA-4.0", "selection_order": 9476, "video": "videos/2b4bfe7a753f7829f9cb952826fd9a7da0acdfa12642c29c25d804d88fbd6ff7.mp4", "video_id": "2b4bfe7a753f7829f9cb952826fd9a7da0acdfa12642c29c25d804d88fbd6ff7"}
{"item_id": "VideoEval-Pro_254", "benchmark": "VideoEval-Pro", "question": "Throughout this video, what is the total count of occurrences for the scene featuring the 'paragliding' action", "options": ["3", "0", "6", "2", "1", "5"], "answer": "D", "answer_idx": 3, "n_options": 6, "chance": 0.166667, "capability": "temporal", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 659.75976, "attack_pct": 0.8952659093842777, "license": "unknown", "selection_order": 9482, "video": "videos/a1acb522bc5f7e4afa1753e44c899cd957389ae8e8e92def525b772162e90bcd.mp4", "video_id": "a1acb522bc5f7e4afa1753e44c899cd957389ae8e8e92def525b772162e90bcd"}
{"item_id": "HLV-1K_4153", "benchmark": "HLV-1K", "question": "What is the cartoon character holding in the video frame at 2207.0 seconds?", "options": ["A book.", "A balloon.", "A toy.", "A flower."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "character-understanding", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2444.736145, "attack_pct": 0.8001968503937008, "license": "MIT", "selection_order": 9483, "video": "videos/bcd1d17db99cda7b4945166ed4ed7b5a545cc45509642c92c4eca74744e217c0.mp4", "video_id": "bcd1d17db99cda7b4945166ed4ed7b5a545cc45509642c92c4eca74744e217c0"}
{"item_id": "LongVideoBench_577", "benchmark": "LongVideoBench", "question": "Against a black-and-white background, three men appear on the screen. The man on the right has his hands crossed in front of his chest, the man on the left is wearing a hat and his finger is pointing to the upper right. The other man is staring sharply at the man on the right. What is the style of the hat worn by the man on the left when the subtitle 'There's no way I'm going down' appears?", "options": ["a beanie", "a top hat", "a denim cap", "a baseball cap", "a beret"], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "T2A", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 1074.2, "attack_pct": 0.8719262295081968, "license": "CC-BY-NC-SA-4.0", "selection_order": 9489, "video": "videos/fe5a7621b30f2e54e0c8ff642576e2284381d6eec56dd967ece57e02222bd923.mp4", "video_id": "fe5a7621b30f2e54e0c8ff642576e2284381d6eec56dd967ece57e02222bd923"}
{"item_id": "ALLVB_2441", "benchmark": "ALLVB", "question": "In what context does Edward drop the potatoes in the dining room?", "options": ["While setting the table", "While carving the turkey", "While looking for a tablecloth", "While talking to Virginia", "While serving the mashed potatoes"], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "Action Recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 5824.64, "attack_pct": 0.3214308764683103, "license": "CC-BY-NC-SA-4.0", "selection_order": 9490, "video": "videos/fb903cac7dbf4bf417bb9890ecc584481674f1b693eb0edb989487ffe26d4d65.mp4", "video_id": "fb903cac7dbf4bf417bb9890ecc584481674f1b693eb0edb989487ffe26d4d65"}
{"item_id": "MLVU_2012", "benchmark": "MLVU", "question": "Arrange the following events from the video in the correct chronological order: (1)A man picks up the baby from the pool; (2)A person carries two bags out of a house; (3)A baby falls into the swimming pool; (4)A dog walks out of a house.\n(A) 2->4->3->1\n(B) 1->3->2->4\n(C) 4->2->1->3\n(D) 3->1->2->4\n", "options": ["2->4->3->1", "1->3->2->4", "4->2->1->3", "3->1->2->4"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "order", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 828.528529, "attack_pct": 0.7774703110881631, "license": "CC-BY-NC-SA-4.0", "selection_order": 9496, "video": "videos/80fb75723cdf222097ba57897979ae92603cfb7f1882dd79548d94e63d5750de.mp4", "video_id": "80fb75723cdf222097ba57897979ae92603cfb7f1882dd79548d94e63d5750de"}
{"item_id": "HLV-1K_9251", "benchmark": "HLV-1K", "question": "What direction does the camera move in the video from 17.0 to 5158.0 seconds?", "options": ["The camera moves closer to the individuals inside the cabin.", "The camera moves away from the individuals inside the cabin.", "The camera remains stationary inside the cabin.", "The camera moves around the individuals inside the cabin."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "camera-direction", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 5270.070567, "attack_pct": 0.9509648896346972, "license": "MIT", "selection_order": 9497, "video": "videos/1d3c8a4b8bb960cfa11c7d7e5ce690f1eba13244dd2904d931f8bc6243a341f2.mp4", "video_id": "1d3c8a4b8bb960cfa11c7d7e5ce690f1eba13244dd2904d931f8bc6243a341f2"}
{"item_id": "Causal2Needles_417", "benchmark": "Causal2Needles", "question": "What encounter caused Strasse and Garth to immediately hijack a car to pursue him?\nWhen the event that leads to people at the park screaming occurs, what type of aircraft is shown pursuing the individual involved?", "options": ["Silver", "White", "Red", "Black"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "2-description/symon", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 617.093515, "attack_pct": 0.8296679359752163, "license": "CC-BY-NC-SA-4.0", "selection_order": 9503, "video": "videos/18974df0fd9171580d617907fb6acd283732b9a50585977bc88b5c12d0f02544.mp4", "video_id": "18974df0fd9171580d617907fb6acd283732b9a50585977bc88b5c12d0f02544"}
{"item_id": "ALLVB_18797", "benchmark": "ALLVB", "question": "In the classroom scene where various animals in police uniforms are seated, a whiteboard in the background lists several activities under \"Community Interaction.\" Which of the following activities is listed on the whiteboard?", "options": ["Neighborhood Watch", "Volunteering at Food Banks", "Park Patrols", "Traffic Control", "School Safety Programs"], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Needle-in-a-Haystack", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 6512.426, "attack_pct": 0.3215357557764295, "license": "CC-BY-NC-SA-4.0", "selection_order": 9504, "video": "videos/3a5b7b93ef31ab74f80580d2b7c66b346d5939972acd416c220d0c7f8746b33e.mp4", "video_id": "3a5b7b93ef31ab74f80580d2b7c66b346d5939972acd416c220d0c7f8746b33e"}
{"item_id": "Video-MME-v2_1849", "benchmark": "Video-MME-v2", "question": "In the scene where Batman interrogates the Joker, what is the purpose of the camera language that intensely focuses on the Joker's facial expressions?", "options": ["It deconstructs the traditional power dynamics of an interrogation by using tight framing to show that the Joker, despite being physically restrained, dominates the psychological space and remains emotionally untouchable.", "It utilizes the camera as a diagnostic tool to strip away the \"villain\" archetype, revealing a complex intellect that uses facial contortions to mock the very concept of heroism and legal justice.", "It captures the visceral intensity of Heath Ledger's performance to create a claustrophobic atmosphere, symbolizing how the Joker's anarchic philosophy effectively traps Batman within an insoluble moral paradox.", "It creates a \"mirroring effect\" through extreme close-ups, forcing a visual comparison between the Joker's expressive chaos and Batman's rigid mask, thereby questioning which of the two truly possesses a human soul.", "It serves to establish a \"subjective intimacy\" with the antagonist, drawing the audience into the Joker's nihilistic worldview and making his critique of social order feel uncomfortably persuasive and personal.", "It employs extreme close-ups to signify a shift in narrative control, where the Joker's face becomes the primary landscape of the scene, indicating that he is the one actually \"interrogating\" Batman's conscience and ethics.", "It focuses on the Joker's micro-expressions to illustrate his total immunity to physical intimidation, shifting the scene's conflict from a physical confrontation to a high-stakes ideological battle over the soul of Gotham.", "While showcasing the Joker's talent for sophistry, it also reveals his dark and cunning psychology."], "answer": "H", "answer_idx": 7, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 1128.025397, "attack_pct": 0.2427713953788563, "license": "MIT", "selection_order": 9510, "video": "videos/11c4944126e5f607c2e28504518f144b614763e5c596c40b6b393fb2c3db666c.mp4", "video_id": "11c4944126e5f607c2e28504518f144b614763e5c596c40b6b393fb2c3db666c"}
{"item_id": "HLV-1K_5504", "benchmark": "HLV-1K", "question": "How does the setting change from the beginning to the end of the video between 24.0 and 1862.0 seconds?", "options": ["From a hospital to a domestic environment.", "From a domestic environment to an outdoor rural setting.", "From an office environment to a serene lakeside scene.", "From a professional indoor setting to a casual outdoor environment."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "attribute-change", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 1868.74195, "attack_pct": 0.2163337420937137, "license": "MIT", "selection_order": 9511, "video": "videos/7eced875420d96e73d7cd211f0f6125d40e330ade8b1268e9f5247b4548065c0.mp4", "video_id": "7eced875420d96e73d7cd211f0f6125d40e330ade8b1268e9f5247b4548065c0"}
{"item_id": "VideoEval-Pro_243", "benchmark": "VideoEval-Pro", "question": "In this video, how many times does the scene of the 'carving pumpkin' action appear in total?", "options": ["1", "0", "5", "3", "6", "2"], "answer": "E", "answer_idx": 4, "n_options": 6, "chance": 0.166667, "capability": "temporal", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 810.4, "attack_pct": 0.2290322060152317, "license": "unknown", "selection_order": 9517, "video": "videos/668a1e1b94d5472cda50859cd030124eeda428bcdb40d336390a3babb0125f6a.mp4", "video_id": "668a1e1b94d5472cda50859cd030124eeda428bcdb40d336390a3babb0125f6a"}
{"item_id": "ALLVB_7988", "benchmark": "ALLVB", "question": "In the candle-lit room, a woman in a blue dress is holding sheet music and singing while another woman in a green dress plays the piano. The audience, dressed in period attire, watches attentively. What is the color of the ribbon on the woman's hair who is playing the piano?", "options": ["Red", "Blue", "Yellow", "Green", "White"], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Needle-in-a-Haystack", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 9001.993, "attack_pct": 0.3296114625016135, "license": "CC-BY-NC-SA-4.0", "selection_order": 9518, "video": "videos/8f4f4eb8cb292feb1ad5aa81b428a31445f7ecebc0797f92e8be00a95d8426c4.mp4", "video_id": "8f4f4eb8cb292feb1ad5aa81b428a31445f7ecebc0797f92e8be00a95d8426c4"}
{"item_id": "MLVU_114", "benchmark": "MLVU", "question": "Where is the group of blue fin trevally hunting in the video?\n(A) Great Barrier Reef, Australia\n(B) Caribbean Sea, Bahamas\n(C) Red Sea, Egypt\n(D) Yap, Micronesia\n", "options": ["Great Barrier Reef, Australia", "Caribbean Sea, Bahamas", "Red Sea, Egypt", "Yap, Micronesia"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "needle", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 866.499833, "attack_pct": 0.8306037821092036, "license": "CC-BY-NC-SA-4.0", "selection_order": 9524, "video": "videos/0ce84666ea7250d74707fa7924def87a700cbcc93e30e4ac34d8435729c25fd8.mp4", "video_id": "0ce84666ea7250d74707fa7924def87a700cbcc93e30e4ac34d8435729c25fd8"}
{"item_id": "HLV-1K_4839", "benchmark": "HLV-1K", "question": "What is the man doing in the video frame at 1732.0 seconds?", "options": ["The man is running.", "The man is sitting on a bench.", "The man is lying on an exercise mat.", "The man is standing."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "character-understanding", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2455.742404, "attack_pct": 0.951513489092552, "license": "MIT", "selection_order": 9525, "video": "videos/23127a3156e4bece509f97dd172da0ac9e618781f3d2ac02d2fb85a4b70c38fc.mp4", "video_id": "23127a3156e4bece509f97dd172da0ac9e618781f3d2ac02d2fb85a4b70c38fc"}
{"item_id": "Video-MME-v2_1544", "benchmark": "Video-MME-v2", "question": "After the conflict on the plane, the male protagonist gave the female protagonist a gift. What does this gift best illustrate?", "options": ["The man didn't want to get too involved with the woman.", "The man has an eccentric personality and prefers unconventional ways of making friends.", "The man intends to continue humiliating the woman.", "The man has high emotional intelligence.", "This sets the stage for the man and woman reconciling later.", "The man was very polite, apologizing and offering a gift.", "The man tried to defuse the awkwardness with a joke.", "The man apologizes for his behavior."], "answer": "C", "answer_idx": 2, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 723.533787, "attack_pct": 0.2986801342455144, "license": "MIT", "selection_order": 9531, "video": "videos/7cf6c2f2ab9042b737b27222934bad78bb4b1a12bc928a6785ad6a9543819700.mp4", "video_id": "7cf6c2f2ab9042b737b27222934bad78bb4b1a12bc928a6785ad6a9543819700"}
{"item_id": "ALLVB_4135", "benchmark": "ALLVB", "question": "How does Zhang's emotional arc resolve in the scene where the BOTS are powered up?", "options": ["From anger to calm.", "From sadness to joy.", "From fear to relief.", "From confusion to understanding.", "From excitement to disappointment."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Video Emotion Recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 6793.621, "attack_pct": 0.3311281786497999, "license": "CC-BY-NC-SA-4.0", "selection_order": 9532, "video": "videos/e2723e9b22a1c283a19e4128d7c65fa2b5a89f2096fdc627bd2cb2ecf9bbc7f0.mp4", "video_id": "e2723e9b22a1c283a19e4128d7c65fa2b5a89f2096fdc627bd2cb2ecf9bbc7f0"}
{"item_id": "HLV-1K_4422", "benchmark": "HLV-1K", "question": "How does the camera move throughout the video from 1.0 to 2385.0 seconds?", "options": ["The camera remains stationary.", "The camera moves closer to the workbench and tools.", "The camera moves away from the workbench and tools.", "The camera pans around the workshop."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "camera-direction", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 2401.38449, "attack_pct": 0.989286175293662, "license": "MIT", "selection_order": 9539, "video": "videos/aafe07cf9d921e18bbe772ea9a29a82a24815244da67218cd54e742c44eaa135.mp4", "video_id": "aafe07cf9d921e18bbe772ea9a29a82a24815244da67218cd54e742c44eaa135"}
{"item_id": "Video-MME-v2_2562", "benchmark": "Video-MME-v2", "question": "What are the ambient sounds and the scene like shortly before the protagonist enters the farmhouse, and are they consistent with each other?", "options": ["Varied visuals, suspenseful audio, consistent.", "Bright visuals, soothing audio, consistent.", "Dark visuals, soothing audio, inconsistent.", "Desolate visuals, grand audio, inconsistent.", "Dark visuals, suspenseful audio, consistent.", "Bright visuals, intense audio, inconsistent.", "Depressing visuals, upbeat audio, inconsistent.", "Bright visuals, desolate audio, inconsistent."], "answer": "H", "answer_idx": 7, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 851.144218, "attack_pct": 0.4496095262682328, "license": "MIT", "selection_order": 9545, "video": "videos/a7ef77ac118f69c16fcdce18d17e5bd7c5a3e245259e29cfaff3009f376625af.mp4", "video_id": "a7ef77ac118f69c16fcdce18d17e5bd7c5a3e245259e29cfaff3009f376625af"}
{"item_id": "ALLVB_19836", "benchmark": "ALLVB", "question": "In what context does Ripley use the grenade launcher in the scene where she fights the newborn alien?", "options": ["In a forest clearing", "Inside the Betty ship", "On top of the Auriga", "In a vertical air shaft", "On a cliff face"], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "Action Recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 6968.865669, "attack_pct": 0.3368804053181877, "license": "CC-BY-NC-SA-4.0", "selection_order": 9546, "video": "videos/28ed9ceb3633e6988378d257c0775e7d41382202e0d6eaaa3aea7b33abf14447.mp4", "video_id": "28ed9ceb3633e6988378d257c0775e7d41382202e0d6eaaa3aea7b33abf14447"}
{"item_id": "Video-MME-v2_2784", "benchmark": "Video-MME-v2", "question": "What issue does the short film most intend to portray about the male protagonist?", "options": ["The protagonist is misunderstood by others as mentally unstable but is actually carrying out a secret mission.", "The protagonist experiences hallucinations due to long-term insomnia.", "The protagonist is trapped in recurring dreams and cannot distinguish fantasy from reality.", "The protagonist develops post-traumatic stress disorder (PTSD) after the death of a family member.", "The protagonist excessively pursues perfection.", "The protagonist becomes addicted to social media, resulting in a loss of sense of reality.", "The protagonist has brain cancer.", "The protagonist suffers from severe obsessive-compulsive disorder (OCD)."], "answer": "H", "answer_idx": 7, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 731.91619, "attack_pct": 0.4914805731250807, "license": "MIT", "selection_order": 9552, "video": "videos/d0f395b41401d44a04b6f2392b2683d9b8391946c1383fe504b65f1c078c2391.mp4", "video_id": "d0f395b41401d44a04b6f2392b2683d9b8391946c1383fe504b65f1c078c2391"}
{"item_id": "HLV-1K_7355", "benchmark": "HLV-1K", "question": "What is the correct sequence of events in the video from 6006.0 to 6069.0 seconds?", "options": ["Press conference indoors, followed by outdoor media interaction, then control room monitoring, and finally a formal meeting.", "Outdoor media interaction, followed by a press conference indoors, then control room monitoring, and finally a formal meeting.", "Control room monitoring, followed by a press conference indoors, then outdoor media interaction, and finally a formal meeting.", "Press conference indoors, followed by control room monitoring, then outdoor media interaction, and finally a formal meeting."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "time-order", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 8302.550204, "attack_pct": 0.9613156705821608, "license": "MIT", "selection_order": 9553, "video": "videos/031cce31f298719b0ff5dd847c4a71316ca300fe03b9b9c2ba3a9d2994d5db0a.mp4", "video_id": "031cce31f298719b0ff5dd847c4a71316ca300fe03b9b9c2ba3a9d2994d5db0a"}
{"item_id": "Video-MME-v2_2106", "benchmark": "Video-MME-v2", "question": "What was the protagonist's state when she won the prize?", "options": ["Sad.", "Bored.", "Emotionless.", "Excited.", "Confident.", "Calm.", "Nervous.", "Angry."], "answer": "A", "answer_idx": 0, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 862.777415, "attack_pct": 0.75165386601265, "license": "MIT", "selection_order": 9559, "video": "videos/2462c891a03cf8f8d7a3cd3552f95de8fae2264ff947c47c178282b4e788cb84.mp4", "video_id": "2462c891a03cf8f8d7a3cd3552f95de8fae2264ff947c47c178282b4e788cb84"}
{"item_id": "ALLVB_8791", "benchmark": "ALLVB", "question": "How does Fletcher use non-verbal cues to express his emotions during the rehearsal?", "options": ["He smiles and nods approvingly.", "He frowns and crosses his arms.", "He raises his hand and subtly moves his index finger.", "He claps and gestures enthusiastically.", "He paces back and forth and glares at the band members."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "Video Emotion Recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 6405.482667, "attack_pct": 0.3396960113592358, "license": "CC-BY-NC-SA-4.0", "selection_order": 9560, "video": "videos/8224e217d2b19cd07bbd8791803d61e6bb823c5fcd9a2af5989eeb14374304be.mp4", "video_id": "8224e217d2b19cd07bbd8791803d61e6bb823c5fcd9a2af5989eeb14374304be"}
{"item_id": "Video-MME-v2_556", "benchmark": "Video-MME-v2", "question": "In the video, which detail best reveals the family background of the man wearing the shirt jacket?", "options": ["The man has injuries on his shoulder under his clothes.", "The shop owner greets him warmly, showing a close relationship with his father.", "His phone wallpaper is a family photo at a bay.", "He has a fish hook pendant his father gave him in his pocket.", "He casually mentions his father taking him out to sea on weekends.", "He wears a family heirloom ring on his right ring finger.", "He often reports his whereabouts to his family in a relaxed tone.", "He talks about the family's habit of grilling fish during holidays."], "answer": "A", "answer_idx": 0, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 841.0, "attack_pct": 0.7748563960242675, "license": "MIT", "selection_order": 9566, "video": "videos/15f5044c80e6f83046c7992599a83231b3ab79f4b7f4bbafc9a627e6e65323d5.mp4", "video_id": "15f5044c80e6f83046c7992599a83231b3ab79f4b7f4bbafc9a627e6e65323d5"}
{"item_id": "HLV-1K_9107", "benchmark": "HLV-1K", "question": "What is the man wearing in the video frame at 552.0 seconds?", "options": ["Solid-colored clothing.", "Patterned clothing.", "Striped clothing.", "Plain white clothing."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "character-understanding", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 1954.121723, "attack_pct": 0.9397912095004518, "license": "MIT", "selection_order": 9567, "video": "videos/89b7004443221c8ccc9b88526b89c972901d4c050d891dd779bfad561288fc58.mp4", "video_id": "89b7004443221c8ccc9b88526b89c972901d4c050d891dd779bfad561288fc58"}
{"item_id": "Video-MME-v2_225", "benchmark": "Video-MME-v2", "question": "What is protagonist's emotion when she says, \"I think I am perfectly qualified for this assistant teaching position\"?", "options": ["Tense.", "Excited.", "Angry.", "Calm.", "Impatient.", "Embarrassed.", "Desolate.", "Satisfied."], "answer": "A", "answer_idx": 0, "n_options": 8, "chance": 0.125, "capability": "grounding", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 987.591111, "attack_pct": 0.9504324254550148, "license": "MIT", "selection_order": 9573, "video": "videos/8a3f37e973a054d6092fa48f11cf4f6931a57ef1ec2818d8c0f74bd21beb0b04.mp4", "video_id": "8a3f37e973a054d6092fa48f11cf4f6931a57ef1ec2818d8c0f74bd21beb0b04"}
{"item_id": "ALLVB_19069", "benchmark": "ALLVB", "question": "In the courtroom scene, a man with a scarred face is sitting in the foreground while a woman in a green dress is seen in the background. The room is filled with people, and there is a noticeable green desk lamp. In the subsequent frames, another man is seen holding a revolver. What is the color of the shirt worn by the man holding the revolver?", "options": ["Blue", "White", "Black", "Brown", "Grey"], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "Needle-in-a-Haystack", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 8402.943, "attack_pct": 0.3432699754743771, "license": "CC-BY-NC-SA-4.0", "selection_order": 9574, "video": "videos/ce1363cb95ea9753a1257fd85682ac7666b61f3bfe3af026b454f57fcf6baedb.mp4", "video_id": "ce1363cb95ea9753a1257fd85682ac7666b61f3bfe3af026b454f57fcf6baedb"}
{"item_id": "Video-MME-v2_1893", "benchmark": "Video-MME-v2", "question": "In the video, how was the man treated after he refused to reveal the location marked on the map?", "options": ["The interrogator tied him to a chair with rope and threatened him, but did not kill him.", "After the man refused to reveal the location marked on the map, he was subjected to a harsh interrogation and forcibly detained in a dim, secluded cell.", "In the video, after refusing to reveal the location marked on the map, the man was subjected to a harsh questioning and was subsequently blindfolded and led away from the scene.", "A man wielding a baseball bat struck him violently.", "The interrogator released him after he marked the location on the map.", "In the video, after refusing to reveal the location on the map, the man was subjected to a harsh interrogation and was led away with his hands tied to a damp basement.", "After the man with the baseball bat appeared, he instead helped him escape.", "The man was temporarily detained, awaiting a decision from higher authorities."], "answer": "D", "answer_idx": 3, "n_options": 8, "chance": 0.125, "capability": "hallucination", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 888.232925, "attack_pct": 0.9567251839421712, "license": "MIT", "selection_order": 9580, "video": "videos/599d78ba963b766ba03a957f39c66d9d8cd5d9e379fa85786b34ad03b243d8a5.mp4", "video_id": "599d78ba963b766ba03a957f39c66d9d8cd5d9e379fa85786b34ad03b243d8a5"}
{"item_id": "HLV-1K_6127", "benchmark": "HLV-1K", "question": "What is the main theme of the video from 2.0 to 7919.0 seconds?", "options": ["A series of cultural and religious celebrations.", "A dramatic confrontation involving law enforcement.", "A detailed depiction of a bustling urban marketplace.", "A serene and peaceful waterfront interaction."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "plot-understanding", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 7923.182585, "attack_pct": 0.9430101974958048, "license": "MIT", "selection_order": 9581, "video": "videos/0fae2b643b4f62c5f8211145cf5d99d36cf3f0bc8b1a569dea89716577260401.mp4", "video_id": "0fae2b643b4f62c5f8211145cf5d99d36cf3f0bc8b1a569dea89716577260401"}
{"item_id": "ALLVB_23531", "benchmark": "ALLVB", "question": "What is the sequence of actions when Harry chokes on the cheese?", "options": ["Harry eats the cheese, coughs, and then drinks water.", "Harry eats the cheese, coughs, and then Katie helps him.", "Harry eats the cheese, coughs, and then apologizes.", "Harry eats the cheese, coughs, and then leaves the room.", "Harry eats the cheese, coughs, and then continues talking."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Action Recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 5754.790708, "attack_pct": 0.3432699754743771, "license": "CC-BY-NC-SA-4.0", "selection_order": 9587, "video": "videos/5e87b80ddc47ed5cd50db2ae73d04f45d908e7eed538fde70b7fc2bf9324824c.mp4", "video_id": "5e87b80ddc47ed5cd50db2ae73d04f45d908e7eed538fde70b7fc2bf9324824c"}
{"item_id": "StreamingBench_2646", "benchmark": "StreamingBench", "question": "Where is the fabric artwork depicting a tall tree located in relation to the letters \"PADO\"?", "options": ["To the right of the letters.", "Below the letters.", "To the left of the letters.", "Above the letters."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "Spatial Understanding", "scene_type": "other", "duration_group": "10-30min", "duration_s": 834.873469, "attack_pct": 0.8932974054472699, "license": "unknown", "selection_order": 9593, "video": "videos/4af8405453752765de6da4ec0a718e7c09ba8824f4f4502d653b33c6fc96522e.mp4", "video_id": "4af8405453752765de6da4ec0a718e7c09ba8824f4f4502d653b33c6fc96522e"}
{"item_id": "HLV-1K_10037", "benchmark": "HLV-1K", "question": "How does the setting change from the beginning to the end of the video from 9.0 to 7819.0 seconds?", "options": ["From a serene natural environment to a bustling urban setting.", "From a serene natural environment to a cozy indoor setting.", "From a bustling urban setting to a serene natural environment.", "From a cozy indoor setting to a bustling urban setting."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "long_video", "task_class": "attribute-change", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 7831.301224, "attack_pct": 0.6332370595069059, "license": "MIT", "selection_order": 9594, "video": "videos/3a3e31cc268525e8f05cf51e82d0c59547067c0c9843549139c59b261dd19ada.mp4", "video_id": "3a3e31cc268525e8f05cf51e82d0c59547067c0c9843549139c59b261dd19ada"}
{"item_id": "SciVideoBench_795", "benchmark": "SciVideoBench", "question": "According to the recommended schedule for an animal between 1-3 months old, what is the final approximate concentration of added NaCl in the initial recovery chamber after the entire spike-in procedure is complete? The answer should be in millimolar (mM), rounded to the nearest integer.", "options": ["37 mM", "35 mM", "39 mM", "34 mM", "38 mM", "42 mM", "49 mM", "44 mM", "46 mM", "40 mM"], "answer": "F", "answer_idx": 5, "n_options": 10, "chance": 0.1, "capability": "knowledge", "task_class": "Biology", "scene_type": "science_experiment_lab", "duration_group": "10-30min", "duration_s": 653.589333, "attack_pct": 0.5675664773460695, "license": "custom", "selection_order": 9600, "video": "videos/9aa2be67af595aa450a69cdc3ee725c2c5a7af9dd671101d6964553a236bdfb7.mp4", "video_id": "9aa2be67af595aa450a69cdc3ee725c2c5a7af9dd671101d6964553a236bdfb7"}
{"item_id": "ALLVB_15901", "benchmark": "ALLVB", "question": "What is the sequence of actions that Joe and Camille go through during their tennis match?", "options": ["Joe serves, Camille returns, Joe wins the point.", "Camille serves, Joe returns, Camille wins the point.", "Joe serves, Camille returns, Camille wins the point.", "Camille serves, Joe returns, Joe wins the point.", "Joe serves, Camille misses, Joe wins the point."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Action Recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 6743.48675, "attack_pct": 0.346553504582419, "license": "CC-BY-NC-SA-4.0", "selection_order": 9601, "video": "videos/b2bae5c9062f9ca8642ca0c58f90aa13bbd91343ce58d8cc6404e41d40700177.mp4", "video_id": "b2bae5c9062f9ca8642ca0c58f90aa13bbd91343ce58d8cc6404e41d40700177"}
{"item_id": "OVO-S-Bench_654", "benchmark": "OVO-S-Bench", "question": "(Question asked at 112.3 s into the video; 'current' refers to that moment.) At the current moment, where is the main entrance of the house located relative to the camera, outside the current view?", "options": ["Out of view behind the camera", "Out of view to the left", "Out of view in front of the camera / beyond the current view", "Out of view to the right"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "2.2.1", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 1151.333333, "attack_pct": 0.5487527429972893, "license": "unknown", "selection_order": 9607, "video": "videos/de7f1f4a19912d2fb36d329e70a14de37b0116cbad520ab68e8b7fbe49ab78f1.mp4", "video_id": "de7f1f4a19912d2fb36d329e70a14de37b0116cbad520ab68e8b7fbe49ab78f1"}
{"item_id": "ALLVB_3656", "benchmark": "ALLVB", "question": "In the scene where the Pixies are trying to feed the baby, what objects interact and what is the outcome?", "options": ["A bottle, a spoon, and a bowl", "An apple, a banana, and an orange", "A milk flower, a cradle, and a blanket", "A kerchief, a wagon, and a horse", "A spinning wheel, a spindle, and a thread"], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Object Detection and Tracking", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 5848.170667, "attack_pct": 0.3482154382341552, "license": "CC-BY-NC-SA-4.0", "selection_order": 9608, "video": "videos/e6ec8697c97745a1e9931c90449f44ff9e1d5563939521f08b7b35fc2220ad8c.mp4", "video_id": "e6ec8697c97745a1e9931c90449f44ff9e1d5563939521f08b7b35fc2220ad8c"}
{"item_id": "TemporalBench_11627", "benchmark": "TemporalBench", "question": "Which caption best describes this video?", "options": ["The gymnast performs the following actions: 180 degree separation of thighs; Take off with two legs; Are both legs straight when seperated. The gymnast performs the following actions: Salto backward stretched; Salto with integer twist (facing the same direction before takeoff and after landing); 2 or more twist; 3 or more twist.", "The gymnast performs the following actions: 180 degree separation of thighs; Take off with two legs; Are both legs straight when seperated. The gymnast performs the following actions: Salto backward stretched; Salto with integer twist (facing the opposite direction before takeoff and after landing); 2 or more twist; 3 or more twist."], "answer": "A", "answer_idx": 0, "n_options": 2, "chance": 0.5, "capability": "knowledge", "task_class": "_none", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 877.243911, "attack_pct": 0.5444123531689686, "license": "unknown", "selection_order": 9614, "video": "videos/5e786105d69a4ef41c7ef7f23d09a6b2c934393333ac431e8399ce320ad8a6b5.mp4", "video_id": "5e786105d69a4ef41c7ef7f23d09a6b2c934393333ac431e8399ce320ad8a6b5"}
{"item_id": "ALLVB_17778", "benchmark": "ALLVB", "question": "What is the primary emotion displayed by Jacob when he removes his hockey mask in the tree house?", "options": ["Fear", "Anger", "Happiness", "Sadness", "Confusion"], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Video Emotion Recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 5675.477, "attack_pct": 0.3492480960371756, "license": "CC-BY-NC-SA-4.0", "selection_order": 9615, "video": "videos/9029be174ac59877a199acd48499f2a5859e48150d00b82118caba996f64e156.mp4", "video_id": "9029be174ac59877a199acd48499f2a5859e48150d00b82118caba996f64e156"}
{"item_id": "VideoEval-Pro_22", "benchmark": "VideoEval-Pro", "question": "In a room with walls covered in pictures and a world map hanging, what is a man wearing a white beard and a gray shirt doing?", "options": ["Holding a rabbit", "Holding a squirrel", "Holding a sheep", "Holding a small dog", "Holding a cat"], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 1401.441708, "attack_pct": 0.9834452045953272, "license": "unknown", "selection_order": 9621, "video": "videos/2aa891ab52af965149856bd757b63671160a9680594e0a32c3ba42323e0bd04f.mp4", "video_id": "2aa891ab52af965149856bd757b63671160a9680594e0a32c3ba42323e0bd04f"}
{"item_id": "ALLVB_16435", "benchmark": "ALLVB", "question": "How do Olivia and Sophie’s emotions differ when Amanda declines to sleep over?", "options": ["Olivia is disappointed, while Sophie is indifferent.", "Olivia is happy, while Sophie is sad.", "Olivia is understanding, while Sophie is hopeful.", "Olivia is upset, while Sophie is angry.", "Olivia is indifferent, while Sophie is disappointed."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Video Emotion Recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 8141.152, "attack_pct": 0.3521201755518265, "license": "CC-BY-NC-SA-4.0", "selection_order": 9622, "video": "videos/27fe32a3d62ada62f7859fb664df528fe96bed81d9a994181d8e4d39062307f1.mp4", "video_id": "27fe32a3d62ada62f7859fb664df528fe96bed81d9a994181d8e4d39062307f1"}
{"item_id": "StreamingBench_1186", "benchmark": "StreamingBench", "question": "What is the item being held by the player character right now?", "options": ["Ender Pearl", "Baked Potato", "Golden Apple", "Diamond Sword"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "egocentric", "task_class": "Object Perception", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 1020.493787, "attack_pct": 0.5991270814508842, "license": "unknown", "selection_order": 9628, "video": "videos/09bad0fa9276f9fd27d39175bb854915c689ff2ab8f8a705dc1cdbae4fa7d834.mp4", "video_id": "09bad0fa9276f9fd27d39175bb854915c689ff2ab8f8a705dc1cdbae4fa7d834"}
{"item_id": "HERBench_1141", "benchmark": "HERBench", "question": "How many times does the action-object pair 'pick up tablecloth' occur in this video?", "options": ["5", "4", "2", "3", "6"], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "Action Counting", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 633.5, "attack_pct": 0.6139554020911321, "license": "CC-BY-NC-SA-4.0", "selection_order": 9635, "video": "videos/58f66c7fc89a37fe626220a8ad78d764aad92c5f47226c50e1d2a4a6b5471b16.mp4", "video_id": "58f66c7fc89a37fe626220a8ad78d764aad92c5f47226c50e1d2a4a6b5471b16"}
{"item_id": "ALLVB_25486", "benchmark": "ALLVB", "question": "What marks the start and end of Poole's EVA to replace the AO-unit?", "options": ["The start is marked by Poole entering the pod, and the end is marked by Poole returning to the command module.", "The start is marked by Poole decompressing the pod bay, and the end is marked by Poole securing the new AO-unit.", "The start is marked by Poole entering the pod, and the end is marked by Poole docking the pod back in the pod bay.", "The start is marked by Poole opening the pod bay doors, and the end is marked by Poole closing the pod bay doors.", "The start is marked by Poole exiting the command module, and the end is marked by Poole re-entering the command module."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "Temporal Action Localization", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 8931.754667, "attack_pct": 0.3737979217761714, "license": "CC-BY-NC-SA-4.0", "selection_order": 9636, "video": "videos/c1ca0c3f30829632f35bbf7ccd5f43864685aafcb94dabec2c1e2321abccd5ab.mp4", "video_id": "c1ca0c3f30829632f35bbf7ccd5f43864685aafcb94dabec2c1e2321abccd5ab"}
{"item_id": "StreamingBench_312", "benchmark": "StreamingBench", "question": "Why does the man bend over the counter?", "options": ["To pick up a dropped item.", "To peel an orange.", "To check the stove.", "To clean the counter."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "Causal Reasoning", "scene_type": "cooking_food", "duration_group": "10-30min", "duration_s": 710.786032, "attack_pct": 0.6201997547437718, "license": "unknown", "selection_order": 9642, "video": "videos/ab276c677e982bbae993b103a628c56e0850768f3db8b673e06388fc93279c6a.mp4", "video_id": "ab276c677e982bbae993b103a628c56e0850768f3db8b673e06388fc93279c6a"}
{"item_id": "ALLVB_15160", "benchmark": "ALLVB", "question": "What actions occur simultaneously in the scene where Sam Lombardo is at the podium?", "options": ["Students taking notes and Sam speaking", "Students whispering and Sam smiling", "Students laughing and Sam waving his hand", "Students clapping and Sam walking", "Students standing and Sam sitting"], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "Action Recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 6886.954667, "attack_pct": 0.3798567187298309, "license": "CC-BY-NC-SA-4.0", "selection_order": 9643, "video": "videos/eb84edb26e40907bb11e196d1804414b9d7e697d38210822061f5470553400cf.mp4", "video_id": "eb84edb26e40907bb11e196d1804414b9d7e697d38210822061f5470553400cf"}
{"item_id": "MLVU_1503", "benchmark": "MLVU", "question": "How many candles are lit in the video?\n(A) One\n(B) Three\n(C) Four\n(D) Two\n", "options": ["One", "Three", "Four", "Two"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "plotQA", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 748.0, "attack_pct": 0.1645556344391377, "license": "CC-BY-NC-SA-4.0", "selection_order": 9649, "video": "videos/77efccd025331af4dd46e76ee73c9b4a6bd9fef5ce7f88cef320e4a62220679d.mp4", "video_id": "77efccd025331af4dd46e76ee73c9b4a6bd9fef5ce7f88cef320e4a62220679d"}
{"item_id": "ALLVB_15407", "benchmark": "ALLVB", "question": "What event signifies the end of Langdon's swim in the natatorium?", "options": ["The arrival of Vincenzo", "The pool lights turning off", "Langdon finishing his laps", "A whistle blowing", "Langdon's watch alarm going off"], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "Temporal Action Localization", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 8317.434125, "attack_pct": 0.3815751258551697, "license": "CC-BY-NC-SA-4.0", "selection_order": 9650, "video": "videos/22100a049182231525508b8e477884d1e576eb3c15f627aba06c982c02b6e3af.mp4", "video_id": "22100a049182231525508b8e477884d1e576eb3c15f627aba06c982c02b6e3af"}
{"item_id": "K9-Bench_3128", "benchmark": "K9-Bench", "question": "Following the repeated aggressive responses to the bathing hose and subsequent attempts to rinse with a cup, what intervention does the groomer implement, and how does it immediately impact the dog's vocalizations and overall demeanor during the subsequent rinsing?", "options": ["After aggressive responses to the bathing hose, the groomer applies a muzzle and rinses with a cup, causing frantic head shaking, muffled growls, repeated pawing, and intense resistance.", "After aggressive responses to the bathing hose, the groomer applies gentle restraints and rinses with a showerhead, causing high-pitched yelps, escape attempts, rapid breathing, and panic.", "After aggressive responses to the bathing hose, the groomer applies a happy hoodie and rinses with the hose, causing loud growls, barks, biting attempts, and agitation.", "After aggressive responses to the bathing hose, the groomer applies a thundershirt and rinses with a specialized sprayer, causing low growling, air snapping, body tremors, and reactivity.", "After aggressive responses to the bathing hose, the groomer applies a calming spray and rinses with the hose, causing stiff posture, averted gaze, stress yawning, and wariness."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "cause-effect analysis", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 1100.95093, "attack_pct": 0.2177375112946947, "license": "CC-BY-NC-4.0", "selection_order": 9656, "video": "videos/167687fc1c37da01cd96b7b5d5d54aee4d2f9e7c0241615959ce1e6fd84d409a.mp4", "video_id": "167687fc1c37da01cd96b7b5d5d54aee4d2f9e7c0241615959ce1e6fd84d409a"}
{"item_id": "ALLVB_23783", "benchmark": "ALLVB", "question": "What background elements are significant in the scene where Geet is arranging her luggage in the train?", "options": ["The train's interior design", "The passengers' reactions", "The coolie's assistance", "The view outside the window", "The train's speed"], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Video Captioning", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 8617.963, "attack_pct": 0.3846892345424035, "license": "CC-BY-NC-SA-4.0", "selection_order": 9657, "video": "videos/6c4c29c2a13fc8a37dabfb7214327cdac49779582495641e8cb266025f6d3ac9.mp4", "video_id": "6c4c29c2a13fc8a37dabfb7214327cdac49779582495641e8cb266025f6d3ac9"}
{"item_id": "Video-MME_1070", "benchmark": "Video-MME", "question": "What's the main color of Nuna?", "options": ["Gray.", "Blue.", "Green.", "Brown."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Attribute Perception", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 629.77161, "attack_pct": 0.8758955079385569, "license": "unknown", "selection_order": 9663, "video": "videos/57a0e78e90525b5e1b61178bcb17d01d06a499898014ecf1e9ce9e244057f538.mp4", "video_id": "57a0e78e90525b5e1b61178bcb17d01d06a499898014ecf1e9ce9e244057f538"}
{"item_id": "ALLVB_2685", "benchmark": "ALLVB", "question": "Where does the conversation between Henry and Eleanor about Bonnie and Clyde take place?", "options": ["In a diner", "At Eleanor's house", "On an abandoned bridge", "In a park", "At Henry's house"], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "Action Recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 6673.750417, "attack_pct": 0.3903043113463276, "license": "CC-BY-NC-SA-4.0", "selection_order": 9664, "video": "videos/452c04cbd9fb467f965d358e1f70c3315514d24d99192b8a0a1b8bfdff6b18b8.mp4", "video_id": "452c04cbd9fb467f965d358e1f70c3315514d24d99192b8a0a1b8bfdff6b18b8"}
{"item_id": "SiteBench-Video_2606", "benchmark": "SiteBench-Video", "question": "Where is the disappearing coin gone in the fifth magic?", "options": ["It is thrown under the table.", "It is hidden in sleeves.", "It is hidden behind the playing card.", "It is hidden in the palm of the magician's hand."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object localization & positioning", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 659.748571, "attack_pct": 0.9814605653801473, "license": "CC-BY-4.0", "selection_order": 9670, "video": "videos/fdbb15870bfcfb113a16fdeac6c61466542fa62e4838b21150346fe7b3b4b333.mp4", "video_id": "fdbb15870bfcfb113a16fdeac6c61466542fa62e4838b21150346fe7b3b4b333"}
{"item_id": "ALLVB_11866", "benchmark": "ALLVB", "question": "How does the video transition from the scene where Valentina is pulled away by paramedics to the scene where she runs down the mirror corridor?", "options": ["The camera cuts directly from the paramedics to the mirror corridor.", "The scene fades out from the paramedics and fades in to the mirror corridor.", "The camera zooms in on Valentina's face and then cuts to the mirror corridor.", "The scene transitions with a voiceover from Dr. Parnassus.", "The camera follows Valentina as she runs from the paramedics to the mirror corridor."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "Event Detection", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 7352.352, "attack_pct": 0.3908771137214405, "license": "CC-BY-NC-SA-4.0", "selection_order": 9671, "video": "videos/1c39386df5921b47448e82bb8518da4faa8ddd5f968b21b9f36e7185ed946615.mp4", "video_id": "1c39386df5921b47448e82bb8518da4faa8ddd5f968b21b9f36e7185ed946615"}
{"item_id": "StreamingBench_2716", "benchmark": "StreamingBench", "question": "What color is the car that is in the lead along with the green car?", "options": ["Blue.", "Red and black.", "Yellow and red.", "Black and blue."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Attribute Perception", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 743.340408, "attack_pct": 0.9616867819801214, "license": "unknown", "selection_order": 9677, "video": "videos/4747844fe2c95e2e39ec94c41213577fa4ebbe884eb6c9024556386928e36286.mp4", "video_id": "4747844fe2c95e2e39ec94c41213577fa4ebbe884eb6c9024556386928e36286"}
{"item_id": "ALLVB_9573", "benchmark": "ALLVB", "question": "What type of vehicle is mentioned or shown in the scenes start with Cindy being attacked by a black cat, leading to a fierce struggle where she ultimately tricks the cat into leaping out of a window to its death. The passage ends with Cindy, traumatized and recovering from the ordeal, being placed in a bathtub by Buddy and Dwight, only to find herself in rising water, facing a new terror?", "options": ["A car", "A bus", "A bicycle", "A motorcycle", "A truck"], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Video Captioning", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 4947.2, "attack_pct": 0.3955482767522912, "license": "CC-BY-NC-SA-4.0", "selection_order": 9678, "video": "videos/8396d8b1b3c6e420c2a92330d29f6e9a7e7945283a6d6cd9c74818ccc131ab76.mp4", "video_id": "8396d8b1b3c6e420c2a92330d29f6e9a7e7945283a6d6cd9c74818ccc131ab76"}
{"item_id": "LongVideoBench_464", "benchmark": "LongVideoBench", "question": "In a room with a backdrop of Earth and outer space, there are books and a YouTube trophy on the left wall, character images and space pictures on the right wall, and a satellite model on the desk in the lower left corner. A man wearing a white T-shirt is sitting in the center with his hands clasped together. When the subtitle 'around the Earth not fly off into space' appears, what change happens to his hand movements?", "options": ["The palms face each other and change to the left hand raised above the head", "The palms face each other and change to both hands clenched", "Both hands are waving", "Both hands extend forward", "Both hands are crossed in front of the chest"], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "TAA", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 981.64, "attack_pct": 0.7604637278946689, "license": "CC-BY-NC-SA-4.0", "selection_order": 9684, "video": "videos/d29ef371735738ef8c1a73e05f42adfe3dac439d66bdad8da64f187c45f3a117.mp4", "video_id": "d29ef371735738ef8c1a73e05f42adfe3dac439d66bdad8da64f187c45f3a117"}
{"item_id": "ALLVB_6362", "benchmark": "ALLVB", "question": "What marks the start and end of the confrontation between Hal and the Dauphin?", "options": ["Start: Dauphin's arrival, End: Dauphin's departure", "Start: Hal's speech, End: Dauphin's laughter", "Start: Dauphin's speech, End: Falstaff's yawn", "Start: Hal's arrival, End: Dauphin's threat", "Start: Dauphin's threat, End: Hal's response"], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "Temporal Action Localization", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 8430.56, "attack_pct": 0.4108848586549632, "license": "CC-BY-NC-SA-4.0", "selection_order": 9685, "video": "videos/b5e7968a874b4f126312dabd00036b37d65eab56704f384c9bdd76b33f4413fc.mp4", "video_id": "b5e7968a874b4f126312dabd00036b37d65eab56704f384c9bdd76b33f4413fc"}
{"item_id": "StreamingBench_863", "benchmark": "StreamingBench", "question": "Which game's performance metrics are consistently shown for the RTX 3060 Ti, RTX 3060, and RTX 4060 at a 1920x1080 resolution right now?", "options": ["Journey to Hogwarts.", "Horizon 5.", "Apex Legends.", "Call of Duty."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Text-Rich Understanding", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 756.018503, "attack_pct": 0.6544630179424293, "license": "unknown", "selection_order": 9691, "video": "videos/102e5741eace0998ed3a106594e4a2e368b240263867bd716e8f3002ed6cd684.mp4", "video_id": "102e5741eace0998ed3a106594e4a2e368b240263867bd716e8f3002ed6cd684"}
{"item_id": "ALLVB_20166", "benchmark": "ALLVB", "question": "In the dimly lit scene, a man in a red hoodie is seen climbing down a ladder while a group of people huddle together below, wearing yellow life vests. The setting appears to be an industrial or mechanical environment with visible pipes and lights. What is the color of the man's T-shirt under the red hoodie?", "options": ["Black", "White", "Blue", "Green", "Grey"], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Needle-in-a-Haystack", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 9469.568, "attack_pct": 0.413506841357945, "license": "CC-BY-NC-SA-4.0", "selection_order": 9692, "video": "videos/1423bad0efc3819a1d1acbaf6160160d2c0a2a86955a14165a62e1f04c35b482.mp4", "video_id": "1423bad0efc3819a1d1acbaf6160160d2c0a2a86955a14165a62e1f04c35b482"}
{"item_id": "OVO-S-Bench_1532", "benchmark": "OVO-S-Bench", "question": "(Question asked at 692.0 s into the video; 'current' refers to that moment.) Based on the full video, how is Area C organized in relation to Room D, Room E, and Room F?", "options": ["Area C functions as a private transition zone that connects to these rooms exclusively through secure biometric checkpoints.", "Area C is configured as a central hub that serves as the primary entry point for each of these rooms.", "Area C operates as an isolated storage alcove that requires exiting to the main corridor to access these rooms.", "Area C is designed as an auxiliary observation area that links to these rooms via a restricted service hallway."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "4.2", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1097.666667, "attack_pct": 0.6320672518394217, "license": "unknown", "selection_order": 9698, "video": "videos/e9608d9046880dbaafb71b6b2f1d4cfdc5ded095cd0f9cfedbc1ba4a58c91e38.mp4", "video_id": "e9608d9046880dbaafb71b6b2f1d4cfdc5ded095cd0f9cfedbc1ba4a58c91e38"}
{"item_id": "ALLVB_23224", "benchmark": "ALLVB", "question": "In the kitchen scene, a man in a grey sweater vest and a woman in a grey blouse are interacting near a sink. The kitchen is cluttered with various items, including a shelf with glasses and plates. What is the color of the towel hanging on the wall to the right of the sink?", "options": ["Blue", "Green", "Yellow", "White", "Red"], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "Needle-in-a-Haystack", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 6414.866792, "attack_pct": 0.417710081321802, "license": "CC-BY-NC-SA-4.0", "selection_order": 9699, "video": "videos/ef8cf1d2478b745f56b295b38a3d4dffd44170da09cfe63955a0935e5e028a44.mp4", "video_id": "ef8cf1d2478b745f56b295b38a3d4dffd44170da09cfe63955a0935e5e028a44"}
{"item_id": "VideoEval-Pro_84", "benchmark": "VideoEval-Pro", "question": "In this video, how many times does the scene of the 'playing trombone' action appear in total?", "options": ["3", "1", "5", "0"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 799.04, "attack_pct": 0.9254792177617142, "license": "unknown", "selection_order": 9705, "video": "videos/e365bff04bc95ff1a3656a757cf41ad92e26cde24046abaff851d0e974f339ae.mp4", "video_id": "e365bff04bc95ff1a3656a757cf41ad92e26cde24046abaff851d0e974f339ae"}
{"item_id": "ALLVB_14230", "benchmark": "ALLVB", "question": "What subtle emotional cue indicates Travis' true feelings when he interacts with the professional passenger?", "options": ["A slight smile", "A clenched fist", "A furrowed brow", "A shrug", "A deep sigh"], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "Video Emotion Recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 6827.904, "attack_pct": 0.4217116303085065, "license": "CC-BY-NC-SA-4.0", "selection_order": 9706, "video": "videos/70626ff8f1d1994e1fc64a9a77d0116d332ccf843db7663f0e460475f10e7877.mp4", "video_id": "70626ff8f1d1994e1fc64a9a77d0116d332ccf843db7663f0e460475f10e7877"}
{"item_id": "MLVU_2158", "benchmark": "MLVU", "question": "Arrange the following events from the video in the correct chronological order: (1) Cheese is sprinkled on the spaghetti; (2) A plate of spaghetti is shown; (3) Vegetables are added to the pot; (4) All of the contents get mixed and cooked.\n(A) 2->1->3->4\n(B) 2->3->1->4\n(C) 4->3->2->1\n(D) 1->2->3->4\n", "options": ["2->1->3->4", "2->3->1->4", "4->3->2->1", "1->2->3->4"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "order", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 679.68, "attack_pct": 0.9774509487543566, "license": "CC-BY-NC-SA-4.0", "selection_order": 9712, "video": "videos/71dcd733397319ff7cc0ae90e7a922ae2bb4b5c0cb76ed5487d13cbb4ad744b2.mp4", "video_id": "71dcd733397319ff7cc0ae90e7a922ae2bb4b5c0cb76ed5487d13cbb4ad744b2"}
{"item_id": "ALLVB_172", "benchmark": "ALLVB", "question": "What notable background element is present in Orlando's apartment during the scene where he has difficulty breathing?", "options": ["A large painting", "A city view", "A bookshelf", "A fireplace", "A piano"], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "Video Captioning", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 6240.235, "attack_pct": 0.450779333935717, "license": "CC-BY-NC-SA-4.0", "selection_order": 9713, "video": "videos/386239b6da6385f0ba2f6c739d0d387f3618c44dc3e32bc1a5226c421a5ffc18.mp4", "video_id": "386239b6da6385f0ba2f6c739d0d387f3618c44dc3e32bc1a5226c421a5ffc18"}
{"item_id": "TimeScope_2249", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words.\\n\\nQuestion: What is the girl in red clothes doing in her room?", "options": ["doing homework", "playing video games", "making the bed", "reading books", "doing yoga", "watching TV"], "answer": "C", "answer_idx": 2, "n_options": 6, "chance": 0.166667, "capability": "long_video", "task_class": "_none", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 1200.0, "attack_pct": 0.5723183167677811, "license": "unknown", "selection_order": 9719, "video": "videos/0ab2fc637830c835ba33c381eca32808eb3b5927f3b5c0ae8d244342c8ad4634.mp4", "video_id": "0ab2fc637830c835ba33c381eca32808eb3b5927f3b5c0ae8d244342c8ad4634"}
{"item_id": "ALLVB_772", "benchmark": "ALLVB", "question": "In the car scene at night, three girls are seated with one driving and the other two in the back seat. The driver is wearing glasses and earphones, while the girl on the left is in a blue dress. The girl in the middle is wearing a blue shirt with a white design. What is the pattern on the driver's shirt?", "options": ["Stripes", "Polka dots", "Floral", "Plaid", "Solid color"], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Needle-in-a-Haystack", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 6448.149, "attack_pct": 0.4524170646701949, "license": "CC-BY-NC-SA-4.0", "selection_order": 9720, "video": "videos/81060149e8058c572ef36cc406e4bae814bb9395b77e843d2d511c8c349047ce.mp4", "video_id": "81060149e8058c572ef36cc406e4bae814bb9395b77e843d2d511c8c349047ce"}
{"item_id": "ALLVB_5080", "benchmark": "ALLVB", "question": "How does Han's emotional state change from the beginning to the end of the scene in Isaak O'Day's office?", "options": ["From calm to angry", "From confused to determined", "From hopeful to despairing", "From relaxed to anxious", "From indifferent to concerned"], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Video Emotion Recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 6904.213333, "attack_pct": 0.4903349683748548, "license": "CC-BY-NC-SA-4.0", "selection_order": 9727, "video": "videos/75d3dd80dcee1658b9a2fe76a604cf14bbcb0b7f7fa19f380fa6e7405197870b.mp4", "video_id": "75d3dd80dcee1658b9a2fe76a604cf14bbcb0b7f7fa19f380fa6e7405197870b"}
{"item_id": "StreamingBench_976", "benchmark": "StreamingBench", "question": "What is the person doing right now?", "options": ["Walking on a treadmill.", "Performing bench presses.", "Lifting weights overhead.", "Doing tricep presses."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Action Perception", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 624.80254, "attack_pct": 0.3914821866528979, "license": "unknown", "selection_order": 9733, "video": "videos/56fea25ecd6141eb7ed69bb4c0accf84cc881d0deb5eeef56c64ed40b9eaeb33.mp4", "video_id": "56fea25ecd6141eb7ed69bb4c0accf84cc881d0deb5eeef56c64ed40b9eaeb33"}
{"item_id": "ALLVB_10647", "benchmark": "ALLVB", "question": "What events lead up to Ted running into the room and leaping into bed with John and Lori?", "options": ["Lori entering the apartment and greeting John and Ted", "John and Lori discussing her boss Rex", "John and Lori talking about the restaurant Ciao Bella", "John and Ted watching TV and making jokes about beer names", "Lori reading about the missing hikers on her iPad"], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "long_video", "task_class": "Temporal Action Localization", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 6363.440417, "attack_pct": 0.5186523815670582, "license": "CC-BY-NC-SA-4.0", "selection_order": 9734, "video": "videos/c8b857404619154e96863b0c1f3b69bdcf5eb22def85853f9901026c9645d93e.mp4", "video_id": "c8b857404619154e96863b0c1f3b69bdcf5eb22def85853f9901026c9645d93e"}
{"item_id": "TimeScope_208", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["grape, apple, watermelon", "banana, cherry, tangerine", "elderberry, honeydew, elderberry", "cherry, lemon, kiwi", "lemon, cherry, honeydew", "cherry, banana, honeydew"], "answer": "E", "answer_idx": 4, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 1200.0, "attack_pct": 0.9188395507938556, "license": "unknown", "selection_order": 9740, "video": "videos/084c853e79823171d88dbded3a9089132643c169a5e421f0f2257454bb8ab282.mp4", "video_id": "084c853e79823171d88dbded3a9089132643c169a5e421f0f2257454bb8ab282"}
{"item_id": "ALLVB_7806", "benchmark": "ALLVB", "question": "What are the landmark scenes that mark the beginning and end of Richard's sales pitch to various tennis pros?", "options": ["Start: Richard arriving at the club; End: Richard leaving the club", "Start: Richard handing out brochures; End: Pros returning the brochures", "Start: Richard introducing himself; End: Pros giving advice", "Start: Richard talking to Bud Collins; End: Richard talking to the Baffled Pro", "Start: Richard showing the plan; End: Pros dismissing the plan"], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "Event Detection", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 8680.755417, "attack_pct": 0.5398460694462373, "license": "CC-BY-NC-SA-4.0", "selection_order": 9741, "video": "videos/9b11e7b616b6e9c923f4b6a9c9edb35408854fe5e1a8e5e9e70fa026ed8bee5f.mp4", "video_id": "9b11e7b616b6e9c923f4b6a9c9edb35408854fe5e1a8e5e9e70fa026ed8bee5f"}
{"item_id": "StreamingBench_1604", "benchmark": "StreamingBench", "question": "What is the position of the greenery in relation to the character right now?", "options": ["On the left side.", "On both sides.", "Behind the character.", "In front of the character."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "Spatial Understanding", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 615.765783, "attack_pct": 0.6844746353427134, "license": "unknown", "selection_order": 9747, "video": "videos/15e8c5c2aa41aeeb38ba39d0a71602b0a5de20234115366da2b4ac9468b96dc9.mp4", "video_id": "15e8c5c2aa41aeeb38ba39d0a71602b0a5de20234115366da2b4ac9468b96dc9"}
{"item_id": "ALLVB_14747", "benchmark": "ALLVB", "question": "In what context does John confront Joe in the alley?", "options": ["While Joe is taking out the trash", "During a heated argument", "As Joe is leaving a store", "While Joe is talking on the phone", "As Joe is getting into his car"], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "Action Recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 6330.907917, "attack_pct": 0.5444123531689686, "license": "CC-BY-NC-SA-4.0", "selection_order": 9748, "video": "videos/f179bfa90c3eac7ac4fe7b867c9a481b969ff09ca610f85249b17c8dea620534.mp4", "video_id": "f179bfa90c3eac7ac4fe7b867c9a481b969ff09ca610f85249b17c8dea620534"}
{"item_id": "MME-VideoOCR_672", "benchmark": "MME-VideoOCR", "question": "What message is displayed on the Hello Kitty Cafe sign?", "options": ["No credit cards accepted.", "New donut flavors available.", "Donut machine is down.", "Store closed for cleaning."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Robust_Video_Testing/long_video", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1345.473741, "attack_pct": 0.7283383890538273, "license": "CC-BY-NC-4.0", "selection_order": 9754, "video": "videos/62c57409181c83a367c6a9286b88ee55284136092d274d36da1c40f24e553cf5.mp4", "video_id": "62c57409181c83a367c6a9286b88ee55284136092d274d36da1c40f24e553cf5"}
{"item_id": "ALLVB_24942", "benchmark": "ALLVB", "question": "In the crowded restaurant scene, a woman in a brown outfit is sitting at a table with a man in a striped shirt. The restaurant is bustling with activity, and various items are placed on the tables, including a metal jug, salt and pepper shakers, and a red bottle. What is the color of the tablecloth on the table where the woman is sitting?", "options": ["Blue", "Green", "Red", "Yellow", "Pink"], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "Needle-in-a-Haystack", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 6043.64, "attack_pct": 0.5457757841745192, "license": "CC-BY-NC-SA-4.0", "selection_order": 9755, "video": "videos/73a3a32811b44346e80db78af2a65b75bc9fe6e3d366f105ef774d5e82189be5.mp4", "video_id": "73a3a32811b44346e80db78af2a65b75bc9fe6e3d366f105ef774d5e82189be5"}
{"item_id": "Causal2Needles_536", "benchmark": "Causal2Needles", "question": "What dangerous situation did Anna witness when she rejoined the press conference?\nWhen the event that causes the dangerous situation, resulting in Tania's death, occurs, what markings or symbols are visible on the device the man is holding?", "options": ["A yellow and black hazard symbol/logo.", "The word \"SHORTENS\" as seen in the watermark.", "A series of raised ridges and textured grips.", "A red and orange targeting reticule, similar to the ones seen on the aerial viewscreen."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "2-description/symon", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 615.839637, "attack_pct": 0.5220004517877889, "license": "CC-BY-NC-SA-4.0", "selection_order": 9761, "video": "videos/c9a8596de2e6ab2e378486afae3f58b307ae89a11cf7ea62ff3edc21bc6875cb.mp4", "video_id": "c9a8596de2e6ab2e378486afae3f58b307ae89a11cf7ea62ff3edc21bc6875cb"}
{"item_id": "ALLVB_15967", "benchmark": "ALLVB", "question": "In the cluttered workshop, a group of men in white overalls work on a car engine while another man in a brown shirt and blue pants holds a cup and converses with them. The workshop is filled with various tools, equipment, and car parts. What is the color of the toolbox on the workbench in the background?", "options": ["Red", "Blue", "Green", "Yellow", "Black"], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "Needle-in-a-Haystack", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 7362.229875, "attack_pct": 0.549220666064283, "license": "CC-BY-NC-SA-4.0", "selection_order": 9762, "video": "videos/ce210d070b7f4e357239859cec02f1a243b936b7ba4e9fee6d25aa0883237971.mp4", "video_id": "ce210d070b7f4e357239859cec02f1a243b936b7ba4e9fee6d25aa0883237971"}
{"item_id": "K9-Bench_3528", "benchmark": "K9-Bench", "question": "Analyze the dog's posture and vocalizations during high-velocity drying on the grooming table.", "options": ["The dog shows rigid trembling, bracing against arm, panting and whimpering with wide eyes.", "The dog exhibits frantic jumping, weight shifting, whining and barking with head turned away.", "The dog displays stiff-legged standing, attempts to lie down, yelps and rumbles with ears pinned.", "The dog demonstrates constant cowering, tail tucked, growling and whining with body low.", "The dog shows continuous spinning, low head darting, grunting and barking with tail tight."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "posture analysis", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 926.52263, "attack_pct": 0.6474522395766104, "license": "CC-BY-NC-4.0", "selection_order": 9768, "video": "videos/f04337a3077ba026c4a1c5b4e6b6ced4cba276a7e8ea65e9bf3eef13b62c7a73.mp4", "video_id": "f04337a3077ba026c4a1c5b4e6b6ced4cba276a7e8ea65e9bf3eef13b62c7a73"}
{"item_id": "ALLVB_5970", "benchmark": "ALLVB", "question": "How does Sonny use non-verbal cues to express his emotions during the confrontation with the police?", "options": ["He smiles and waves at the crowd", "He frowns and crosses his arms", "He points his gun at the police", "He shakes his head and sighs", "He claps his hands"], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "Video Emotion Recognition", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 7479.52, "attack_pct": 0.6007890151026204, "license": "CC-BY-NC-SA-4.0", "selection_order": 9769, "video": "videos/a3cdd3e981f3c4479ead28f55a30fb26c530f55f7487daba1e3083b44a11ecbb.mp4", "video_id": "a3cdd3e981f3c4479ead28f55a30fb26c530f55f7487daba1e3083b44a11ecbb"}
{"item_id": "TimeScope_233", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["grape, tangerine, quince", "quince, date, elderberry", "quince, raspberry, grape", "cherry, honeydew, date", "watermelon, tangerine, honeydew", "tangerine, lemon, quince"], "answer": "A", "answer_idx": 0, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 1200.0, "attack_pct": 0.9809442364786368, "license": "unknown", "selection_order": 9775, "video": "videos/39ae326c38eaf1210878dce461e59a29fc2e7b07bf7dae9a8baab55b802c8970.mp4", "video_id": "39ae326c38eaf1210878dce461e59a29fc2e7b07bf7dae9a8baab55b802c8970"}
{"item_id": "ALLVB_4578", "benchmark": "ALLVB", "question": "In the sequence of frames, a man in a white shirt and black tie is seen conversing with another man in a red plaid shirt in a rural setting. The scene includes a white house, a red barn, and a few parked cars. What is the color of the object placed on the small table inside the barn?", "options": ["Blue", "Green", "Yellow", "Red", "Black"], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "Needle-in-a-Haystack", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 7381.76, "attack_pct": 0.6201755518265135, "license": "CC-BY-NC-SA-4.0", "selection_order": 9776, "video": "videos/e8d2df970a21aeaeed41b26af5ff8f90cb3b8d28065307f3109e4e29920df1f0.mp4", "video_id": "e8d2df970a21aeaeed41b26af5ff8f90cb3b8d28065307f3109e4e29920df1f0"}
{"item_id": "OVO-S-Bench_1427", "benchmark": "OVO-S-Bench", "question": "(Question asked at 38.5 s into the video; 'current' refers to that moment.) I am currently facing north. In which direction is grassA relative to grassB?", "options": ["north", "west", "south", "east"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "4.1", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 865.5, "attack_pct": 0.7834242287337033, "license": "unknown", "selection_order": 9782, "video": "videos/f7efb2d6060f0960e1d189161b53ec477c1e02eb4c5e824b75bababc34524564.mp4", "video_id": "f7efb2d6060f0960e1d189161b53ec477c1e02eb4c5e824b75bababc34524564"}
{"item_id": "ALLVB_19028", "benchmark": "ALLVB", "question": "What is the movement path of the beach bag in the selected scenes?", "options": ["Susanna brings the beach bag to the waterpark, and it stays there.", "Susanna brings the beach bag to the waterpark, and Duncan takes it home.", "Susanna brings the beach bag to the waterpark, and it is left at the rental booth.", "Susanna brings the beach bag to the waterpark, and it is taken to the employee lounge.", "Susanna brings the beach bag to the waterpark, and it is taken to the beach house."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "Object Detection and Tracking", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 6208.285417, "attack_pct": 0.6499370724151284, "license": "CC-BY-NC-SA-4.0", "selection_order": 9783, "video": "videos/29da20bb648147873d99e04ced80105b9018955f1b0182ad67472f6b2dd58ec0.mp4", "video_id": "29da20bb648147873d99e04ced80105b9018955f1b0182ad67472f6b2dd58ec0"}
{"item_id": "StreamingBench_1457", "benchmark": "StreamingBench", "question": "Why are the books stacked on the floor?", "options": ["Because there was no more space on the shelves.", "As a step for the bird to walk down from the table.", "Because the books were being sorted for donation.", "Because they were recently used and not yet put away."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "spatial", "task_class": "Causal Reasoning", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 645.561179, "attack_pct": 0.690718987995353, "license": "unknown", "selection_order": 9789, "video": "videos/9bb26a7bd078222f2557f21632504bf96c0db22b78d079ad1606987cb295fe96.mp4", "video_id": "9bb26a7bd078222f2557f21632504bf96c0db22b78d079ad1606987cb295fe96"}
{"item_id": "K9-Bench_455", "benchmark": "K9-Bench", "question": "Trace the interaction loop that develops when the human begins petting and cuddling dogs in the swimming pool (9:00 onwards).", "options": ["Human pets dogs, dogs make eye contact and lean with happy expressions, human responds with water play and continued petting.", "Human pets dogs, dogs approach with splashes and nudges, human continues stroking and reassuring nearby dogs.", "Human pets dogs, dogs gather with relaxed postures and licks, human responds with more pets and vocalizations.", "Human pets dogs, dogs swim closer with wagging tails and nuzzle face, human picks up and cuddles dogs.", "Human pets dogs, dogs circle with whimpers and pawing, human pats heads and offers verbal praise."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "action sequence", "scene_type": "animals_wildlife", "duration_group": "10-30min", "duration_s": 796.885624, "attack_pct": 0.9339986446366336, "license": "CC-BY-NC-4.0", "selection_order": 9795, "video": "videos/695c618c1c2c1aa178e7186d0a46d37a45d06c77ff0de635d9e090b43717c7ff.mp4", "video_id": "695c618c1c2c1aa178e7186d0a46d37a45d06c77ff0de635d9e090b43717c7ff"}
{"item_id": "HLV-1K_2002", "benchmark": "HLV-1K", "question": "In the video events from 554.0 to 615.0 seconds and H to e seconds, what is the direction of the small ball on the floor in the indoor scene?", "options": ["The ball rolls from left to right.", "The ball rolls from right to left.", "The ball remains stationary.", "The ball rolls in a circular motion."], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object-direction", "scene_type": "ai_generated_synthetic", "duration_group": ">30min", "duration_s": 1942.140227, "attack_pct": 0.3109832838518136, "license": "MIT", "selection_order": 9796, "video": "videos/7c40aa356b90cdfc9125e8e36e295020533778ea5092123302793be8cb51580a.mp4", "video_id": "7c40aa356b90cdfc9125e8e36e295020533778ea5092123302793be8cb51580a"}
{"item_id": "TimeScope_1202", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words.\\n\\nQuestion: What does the girl do after she get a cup of coffee?", "options": ["reading a book", "working with her computer", "taking some notes", "cleaning the kitchen", "preparing a breakfast", "washing the dishes"], "answer": "C", "answer_idx": 2, "n_options": 6, "chance": 0.166667, "capability": "grounding", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 1200.0, "attack_pct": 0.998604298438105, "license": "unknown", "selection_order": 9802, "video": "videos/1231241e768e1a29bd58f14fde4dcf6875c7afb487a1a66e2398d5516e53a1e4.mp4", "video_id": "1231241e768e1a29bd58f14fde4dcf6875c7afb487a1a66e2398d5516e53a1e4"}
{"item_id": "HourVideo_432", "benchmark": "HourVideo", "question": "What tools were used by the camera wearer when preparing the white radish?", "options": ["The camera wearer utilized a knife for peeling and cutting and a bowl for storing the white radish, reflecting the importance of basic tools in food preparation.", "The camera wearer utilized a knife for slicing and also used a drying rack, reflecting the importance of basic tools in food preparation.", "The camera wearer utilized a knife for cutting the white radish, reflecting the importance of basic tools in food preparation.", "The camera wearer utilized a peeler for peeling and a knife for cutting and a tap for washing the white radish, reflecting the importance of basic tools in food preparation.", "The camera wearer utilized a knife for peeling and cutting, and a tap for washing the white radish, reflecting the importance of basic tools in food preparation."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "summarization/key_events_objects", "scene_type": "cooking_food", "duration_group": ">30min", "duration_s": 5645.857, "attack_pct": 0.046179166128824, "license": "Apache-2.0", "selection_order": 9803, "video": "videos/f289c6a4fc7772ef95093458d9bf0c68d301d89e6799bde7e0245b5c4af4f1e2.mp4", "video_id": "f289c6a4fc7772ef95093458d9bf0c68d301d89e6799bde7e0245b5c4af4f1e2"}
{"item_id": "OVO-S-Bench_1236", "benchmark": "OVO-S-Bench", "question": "(Question asked at 195.0 s into the video; 'current' refers to that moment.) Compared with the last time you passed through this scene, are there any additional objects when passing through it again? If so, what are the additional objects?", "options": ["cup", "calico cat", "No additional objects", "Ultraman"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "3.2.1", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1394.0, "attack_pct": 0.27226668387763, "license": "unknown", "selection_order": 9809, "video": "videos/09bb12651ca29285e67ce533e6fb166830156e280fb59412dd87d98f09a158fa.mp4", "video_id": "09bb12651ca29285e67ce533e6fb166830156e280fb59412dd87d98f09a158fa"}
{"item_id": "MLVU_1967", "benchmark": "MLVU", "question": "Can you tell me which option represents the actual order of actions shown in the video?\n(A) zumba --> playing harp --> carving pumpkin --> pole vault\n(B) zumba --> pole vault --> carving pumpkin --> playing harp\n(C) pole vault --> zumba --> carving pumpkin --> playing harp\n(D) zumba --> pole vault --> playing harp --> carving pumpkin\n", "options": ["zumba --> playing harp --> carving pumpkin --> pole vault", "zumba --> pole vault --> carving pumpkin --> playing harp", "pole vault --> zumba --> carving pumpkin --> playing harp", "zumba --> pole vault --> playing harp --> carving pumpkin"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "order", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 1394.627961, "attack_pct": 0.5223070220730606, "license": "CC-BY-NC-SA-4.0", "selection_order": 9816, "video": "videos/1385dfd95506354479477d0aa20ba97030bb68f01feef16f0a95da853909aaf8.mp4", "video_id": "1385dfd95506354479477d0aa20ba97030bb68f01feef16f0a95da853909aaf8"}
{"item_id": "VURB_638", "benchmark": "VURB", "question": "Who is the original singer of the song 'Anyone' that one of the contestants sings in the video?", "options": ["Justin Bieber", "Juan Geck", "Christina Aguilera", "Demi Lovato"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "Multiple Choice Question", "scene_type": "music_dance_performance", "duration_group": ">30min", "duration_s": 3600.0, "attack_pct": 0.6766490254291984, "license": "unknown", "selection_order": 9817, "video": "videos/e652501cceb9b04255377f7134d095caa540636c76b8fabd1ffe64abbd69ecb4.mp4", "video_id": "e652501cceb9b04255377f7134d095caa540636c76b8fabd1ffe64abbd69ecb4"}
{"item_id": "VideoEval-Pro_246", "benchmark": "VideoEval-Pro", "question": "Throughout this video, what is the total count of occurrences for the scene featuring the 'zumba' action", "options": ["1", "2", "4", "3", "6", "0"], "answer": "E", "answer_idx": 4, "n_options": 6, "chance": 0.166667, "capability": "temporal", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 643.0, "attack_pct": 0.9544178391635472, "license": "unknown", "selection_order": 9823, "video": "videos/2e6e5743f244aa85741728169ded087dc70799cd54adb50f14c687ff55997a8e.mp4", "video_id": "2e6e5743f244aa85741728169ded087dc70799cd54adb50f14c687ff55997a8e"}
{"item_id": "ScaleLong_223", "benchmark": "ScaleLong", "question": "From 03:27 to 03:30, what scene appears in the video?", "options": ["Heavy storm", "Sunset glow", "Lightning and thunder", "Sunrise"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Video Clip", "scene_type": "animals_wildlife", "duration_group": ">30min", "duration_s": 2923.503917, "attack_pct": 0.627888214792823, "license": "unknown", "selection_order": 9824, "video": "videos/5704bedf1afcad1f397a06661106cacf464b3cf8026b4e7eb74b44f70aff6aa0.mp4", "video_id": "5704bedf1afcad1f397a06661106cacf464b3cf8026b4e7eb74b44f70aff6aa0"}
{"item_id": "MLVU_1962", "benchmark": "MLVU", "question": "Can you tell me which option represents the actual order of actions shown in the video?\n(A) pole vault --> playing harp --> paragliding --> cooking sausages\n(B) cooking sausages --> paragliding --> pole vault --> playing harp\n(C) cooking sausages --> pole vault --> paragliding --> playing harp\n(D) playing harp --> pole vault --> cooking sausages --> paragliding\n", "options": ["pole vault --> playing harp --> paragliding --> cooking sausages", "cooking sausages --> paragliding --> pole vault --> playing harp", "cooking sausages --> pole vault --> paragliding --> playing harp", "playing harp --> pole vault --> cooking sausages --> paragliding"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "order", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 641.1, "attack_pct": 0.7271201755518265, "license": "CC-BY-NC-SA-4.0", "selection_order": 9830, "video": "videos/246978e7d66adf934cfa534e88c2a6a4465d4b674814389b10c96f34a7eb733d.mp4", "video_id": "246978e7d66adf934cfa534e88c2a6a4465d4b674814389b10c96f34a7eb733d"}
{"item_id": "V2P-Bench_151", "benchmark": "V2P-Bench", "question": "What is the first playing card that the man marked with a doodle put on the table?", "options": ["Hearts 5", "Clubs 5", "Clubs 10", "Hearts 10"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "17", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 1975.640333, "attack_pct": 0.6169726991093326, "license": "CC-BY-NC-4.0", "selection_order": 9831, "video": "videos/1fcb5e13283ae368ad3e7de19245ef27d7633e3f5e9537320996ff47f6044ee4.mp4", "video_id": "1fcb5e13283ae368ad3e7de19245ef27d7633e3f5e9537320996ff47f6044ee4"}
{"item_id": "MLVU_749", "benchmark": "MLVU", "question": "In this video, how many times does the scene of the 'clean and jerk' action appear in total?\n(A) 4\n(B) 2\n(C) 6\n(D) 3\n", "options": ["4", "2", "6", "3"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "count", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 886.1, "attack_pct": 0.8398412288627856, "license": "CC-BY-NC-SA-4.0", "selection_order": 9837, "video": "videos/8145d16c0756b3992b57a5c291c6666fd6f99fe8a5b00a0732c2ba0cc51e04f6.mp4", "video_id": "8145d16c0756b3992b57a5c291c6666fd6f99fe8a5b00a0732c2ba0cc51e04f6"}
{"item_id": "MLVU_697", "benchmark": "MLVU", "question": "In this video, how many instances are there of the 'cooking sausages' action scene in total?\n(A) 1\n(B) 5\n(C) 2\n(D) 4\n", "options": ["1", "5", "2", "4"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "count", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 631.066667, "attack_pct": 0.9329014457209244, "license": "CC-BY-NC-SA-4.0", "selection_order": 9844, "video": "videos/cd9941d0f05ab92118b6fc5b4b3e8e9b3b44c4a72f5a183472c587deda6c25dd.mp4", "video_id": "cd9941d0f05ab92118b6fc5b4b3e8e9b3b44c4a72f5a183472c587deda6c25dd"}
{"item_id": "VideoEval-Pro_1191", "benchmark": "VideoEval-Pro", "question": "What is the occupation of the character that the player uses?", "options": ["Warrior.", "Thief.", "Priest.", "Druid."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "_none", "scene_type": "video_games_software_ui", "duration_group": ">30min", "duration_s": 2122.954014, "attack_pct": 0.8685378210920356, "license": "unknown", "selection_order": 9845, "video": "videos/b78d264704affdee7cc7e7280d4cc1697cf66c6d3402f04ab63b941f40b5e32c.mp4", "video_id": "b78d264704affdee7cc7e7280d4cc1697cf66c6d3402f04ab63b941f40b5e32c"}
{"item_id": "V2P-Bench_166", "benchmark": "V2P-Bench", "question": "What happens after 1 and 2 meet 3 for the first time?", "options": ["They clean the house", "They meet the guest", "They wash the dish", "They eat the food"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "11", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 3205.32, "attack_pct": 0.3608090228475539, "license": "CC-BY-NC-4.0", "selection_order": 9851, "video": "videos/e0be8b27fb53f7bdaf0488f62d7a3428499167da2d331658a2b9a1cd5e8445db.mp4", "video_id": "e0be8b27fb53f7bdaf0488f62d7a3428499167da2d331658a2b9a1cd5e8445db"}
{"item_id": "LongTimeScope_46", "benchmark": "LongTimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared. I will quiz you about the words afterwards.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["banana, nectarine, grape", "apple, quince, nectarine", "lemon, watermelon, raspberry", "quince, quince, honeydew", "apple, tangerine, lemon", "elderberry, tangerine, ugli"], "answer": "E", "answer_idx": 4, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "sports_exercise", "duration_group": ">30min", "duration_s": 36000.0, "attack_pct": 0.9600329159674712, "license": "unknown", "selection_order": 9858, "video": "videos/2b6f4048d1f99c195f6350515f800ff15dada92214a1c314f842b392a99b28c2.mp4", "video_id": "2b6f4048d1f99c195f6350515f800ff15dada92214a1c314f842b392a99b28c2"}
{"item_id": "TimeScope_1288", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words.\\n\\nQuestion: How meny times does a man swing an axe to cut a wooden log?", "options": ["once", "two times", "three times", "four times", "five times", "six times"], "answer": "D", "answer_idx": 3, "n_options": 6, "chance": 0.166667, "capability": "temporal", "task_class": "_none", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.8269975474377178, "license": "unknown", "selection_order": 9864, "video": "videos/25a2560c122273960a9a43a90f2cffbba6afd1b26cef2b5ab23bf3b819307825.mp4", "video_id": "25a2560c122273960a9a43a90f2cffbba6afd1b26cef2b5ab23bf3b819307825"}
{"item_id": "LongTimeScope_135", "benchmark": "LongTimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["fig, date, nectarine", "watermelon, elderberry, orange", "mango, papaya, honeydew", "kiwi, fig, date", "fig, orange, apple", "fig, papaya, apple"], "answer": "E", "answer_idx": 4, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 18000.0, "attack_pct": 0.5821850393700787, "license": "unknown", "selection_order": 9865, "video": "videos/f8d3000aa2a0907b23a498565ec21865bec702b175f2f2fa2223386de37dce5e.mp4", "video_id": "f8d3000aa2a0907b23a498565ec21865bec702b175f2f2fa2223386de37dce5e"}
{"item_id": "StreamingBench_160", "benchmark": "StreamingBench", "question": "Please describe the scene that just occurred in the video?", "options": ["Player 0 on the black team breaks through the lane with the ball and misses, then 34 makes a remedy and successfully scores, and the commentator says, 'No. 34 Caddy Marshall.'.", "Player 1 of the yellow team makes a 3-point shot and misses, then the yellow team makes a putback and 28 dunks the ball. The commentator says, 'Sonano quick turn and the finish.'.", "Player 0 from the black team passes the ball to player 34, who breaks through the opponent's defense and scores a goal. The commentator says:'Johnson in the corner knocks down the 3.'.", "The black side makes three passes and passes the ball to player 5 for a backward three-pointer. The commentator says, 'He's there.'."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Scene Understanding", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 687.101678, "attack_pct": 0.2941541887182135, "license": "unknown", "selection_order": 9871, "video": "videos/fdf3c7a7f03ba21f3469fd8791cea8de9bc9a2753ca4a7a9dc3cef4d57e6383c.mp4", "video_id": "fdf3c7a7f03ba21f3469fd8791cea8de9bc9a2753ca4a7a9dc3cef4d57e6383c"}
{"item_id": "V2P-Bench_171", "benchmark": "V2P-Bench", "question": "What does the object pointed to by the arrow do at the beginning?", "options": ["Collecting nectar from flowers", "Fight against each other", "Picking fruits", "Throw bombs"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "11", "scene_type": "ai_generated_synthetic", "duration_group": ">30min", "duration_s": 5534.0285, "attack_pct": 0.8819946430876469, "license": "CC-BY-NC-4.0", "selection_order": 9872, "video": "videos/855840781613f5372fca9635cb1746f4c6be4a44ed4924672fec0edf0741a928.mp4", "video_id": "855840781613f5372fca9635cb1746f4c6be4a44ed4924672fec0edf0741a928"}
{"item_id": "LongVideoBench_996", "benchmark": "LongVideoBench", "question": "Which of the following sequences of events is correct?", "options": ["First, a woman sitting on a white sofa, combing a doll, holds scissors in her right hand and a coloring pencil in her left hand; then, the dark-skinned woman secures a small white wooden block with the yarn; finally, a dark-skinned woman combing a doll holds a tuft of yarn.", "First, a woman sitting on a white sofa, combing a doll, holds scissors in her right hand and a coloring pencil in her left hand; then, a dark-skinned woman combing a doll holds a tuft of yarn; finally, the dark-skinned woman secures a small white wooden block with the yarn.", "First, a dark-skinned woman combing a doll holds a tuft of yarn; then, a woman sitting on a white sofa, combing a doll, holds scissors in her right hand and a coloring pencil in her left hand; finally, the dark-skinned woman secures a small white wooden block with the yarn.", "First, the dark-skinned woman secures a small white wooden block with the yarn; then, a dark-skinned woman combing a doll holds a tuft of yarn; finally, a woman sitting on a white sofa, combing a doll, holds scissors in her right hand and a coloring pencil in her left hand.", "First, a dark-skinned woman combing a doll holds a tuft of yarn; then, the dark-skinned woman secures a small white wooden block with the yarn; finally, a woman sitting on a white sofa, combing a doll, holds scissors in her right hand and a coloring pencil in her left hand."], "answer": "C", "answer_idx": 2, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "SSS", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 949.833333, "attack_pct": 0.834347166645153, "license": "CC-BY-NC-SA-4.0", "selection_order": 9878, "video": "videos/233123adb86b7c50c948d0d08a0a76096a9019cf64365a3b3fec3a2bc5b00121.mp4", "video_id": "233123adb86b7c50c948d0d08a0a76096a9019cf64365a3b3fec3a2bc5b00121"}
{"item_id": "HERBench_857", "benchmark": "HERBench", "question": "Which of the following actions did NOT occur in the video?", "options": ["search spice", "lay out lettuce leaves", "sort through measuring spoons", "read word", "shake chopping board"], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "False Action Memory", "scene_type": "cooking_food", "duration_group": ">30min", "duration_s": 1883.566667, "attack_pct": 0.4650671227571963, "license": "CC-BY-NC-SA-4.0", "selection_order": 9879, "video": "videos/436f1b35006cfac8b53b791e6e24dc71c3456e974930b44f3edc5735b1cc0242.mp4", "video_id": "436f1b35006cfac8b53b791e6e24dc71c3456e974930b44f3edc5735b1cc0242"}
{"item_id": "OVO-S-Bench_1231", "benchmark": "OVO-S-Bench", "question": "(Question asked at 831.0 s into the video; 'current' refers to that moment.) Compared with the last time you passed through this scene, are there any additional objects this time? If so, what are the extra objects?", "options": ["Pikachu", "Ultraman", "a candle", "no additional objects"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "3.2.1", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1095.0, "attack_pct": 0.2828110881631599, "license": "unknown", "selection_order": 9885, "video": "videos/6bc60ca013c907836cc0b78f642f9488a448d947263d46db25a7ed5e43d927ca.mp4", "video_id": "6bc60ca013c907836cc0b78f642f9488a448d947263d46db25a7ed5e43d927ca"}
{"item_id": "V2P-Bench_140", "benchmark": "V2P-Bench", "question": "The person highlighted by the scribble decides to ___ after arriving at the hotel and sitting on the orange chair.", "options": ["Communicate with others", "Take the escalator", "Ask for directions", "Take the elevator"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "1", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 1808.940467, "attack_pct": 0.9541112688782756, "license": "CC-BY-NC-4.0", "selection_order": 9886, "video": "videos/ca672b990b8bc78c7009c1bb7819174b7f07329f7396105fc7993b8533124fac.mp4", "video_id": "ca672b990b8bc78c7009c1bb7819174b7f07329f7396105fc7993b8533124fac"}
{"item_id": "LongVideoBench_1101", "benchmark": "LongVideoBench", "question": "Which of the following sequence of scenes is correct?", "options": ["First, two people are hugging in a red room with a window behind them. The window has blue curtains on both sides. Next, a police officer is standing behind a person wearing a prison uniform, facing a door with a transparent glass panel. Lastly, a person is washing a small knife covered in fresh blood at a sink.", "First, a police officer is standing behind a person wearing a prison uniform, facing a door with a transparent glass panel. Next, a person is washing a small knife covered in fresh blood at a sink. Finally, two people are hugging in a red room with a window behind them. The window has blue curtains on both sides.", "First, a person is washing a small knife covered in fresh blood at a sink. Next, a police officer is standing behind a person wearing a prison uniform, facing a door with a transparent glass panel. Finally, two people are hugging in a red room with a window behind them. The window has blue curtains on both sides.", "First, a person is washing a small knife covered in fresh blood at a sink. Next, two people are hugging in a red room with a window behind them. The window has blue curtains on both sides. Lastly, a police officer is standing behind a person wearing a prison uniform, facing a door with a transparent glass panel.", "First, two people are hugging in a red room with a window behind them. The window has blue curtains on both sides. Next, a person is washing a small knife covered in fresh blood at a sink. Finally, a police officer is standing behind a person wearing a prison uniform, facing a door with a transparent glass panel."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "SSS", "scene_type": "film_tv_narrative", "duration_group": "10-30min", "duration_s": 600.003628, "attack_pct": 0.6481057183425842, "license": "CC-BY-NC-SA-4.0", "selection_order": 9892, "video": "videos/1a5e51b87db03078bfa529e2af41b06a8346b73ec7771ea49b8c0f09ef10ace9.mp4", "video_id": "1a5e51b87db03078bfa529e2af41b06a8346b73ec7771ea49b8c0f09ef10ace9"}
{"item_id": "1890", "benchmark": "LVBench", "question": "From 24:30-24:33, what did Gérard Albert Mourou do?", "options": ["Get up from your chair", "He is receiving the award", "He fell to the ground", "He put the book on the chair"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "temporal grounding", "scene_type": "music_dance_performance", "duration_group": ">30min", "duration_s": 3996.850794, "attack_pct": 0.384648896346973, "license": "CC-BY-NC-SA-4.0", "selection_order": 9893, "video": "videos/a275f0b346f2206773c89764201c394747241b406c1c09e0a02da50214f052b6.mp4", "video_id": "a275f0b346f2206773c89764201c394747241b406c1c09e0a02da50214f052b6"}
{"item_id": "LongVideoBench_868", "benchmark": "LongVideoBench", "question": "Which of the following sequences of scenes is correct?", "options": ["A man wearing an orange hooded sweatshirt with a red and white logo design on the top right corner sitting in front of a bookshelf, a man wearing a blue-gray jacket with white hair sitting in a car while buckled up with a seatbelt, a man wearing gray sportswear and black earphones running outdoors.", "A man wearing an orange hooded sweatshirt with a red and white logo design on the top right corner sitting in front of a bookshelf, a man wearing gray sportswear and black earphones running outdoors, a man wearing a blue-gray jacket with white hair sitting in a car while buckled up with a seatbelt.", "A man wearing gray sportswear and black earphones running outdoors, a man wearing a blue-gray jacket with white hair sitting in a car while buckled up with a seatbelt, a man wearing an orange hooded sweatshirt with a red and white logo design on the top right corner sitting in front of a bookshelf.", "A man wearing a blue-gray jacket with white hair sitting in a car while buckled up with a seatbelt, a man wearing gray sportswear and black earphones running outdoors, a man wearing an orange hooded sweatshirt with a red and white logo design on the top right corner sitting in front of a bookshelf.", "A man wearing gray sportswear and black earphones running outdoors, a man wearing an orange hooded sweatshirt with a red and white logo design on the top right corner sitting in front of a bookshelf, a man wearing a blue-gray jacket with white hair sitting in a car while buckled up with a seatbelt."], "answer": "B", "answer_idx": 1, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "SSS", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 927.64, "attack_pct": 0.7404801858784046, "license": "CC-BY-NC-SA-4.0", "selection_order": 9899, "video": "videos/54df23f38f584656aaa7fbbcc6c3c8caf434d86e4f41e758747a3142f0738ab7.mp4", "video_id": "54df23f38f584656aaa7fbbcc6c3c8caf434d86e4f41e758747a3142f0738ab7"}
{"item_id": "HLV-1K_10521", "benchmark": "HLV-1K", "question": "In the video event from 2240.0 to 2309.0 seconds, does the camera move indoors or outdoors after focusing on the woman in a blue top?", "options": ["The camera moves indoors.", "The camera moves outdoors.", "The camera stays indoors.", "The camera stays outdoors."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "camera-direction", "scene_type": "animals_wildlife", "duration_group": ">30min", "duration_s": 2444.294966, "attack_pct": 0.7657803020524074, "license": "MIT", "selection_order": 9900, "video": "videos/715f6e5602faf73fb6602ddf7f18de5f5eba80ea2299986513c8e54656b85857.mp4", "video_id": "715f6e5602faf73fb6602ddf7f18de5f5eba80ea2299986513c8e54656b85857"}
{"item_id": "StreamingBench_130", "benchmark": "StreamingBench", "question": "Please describe the scene that just occurred in the video?", "options": ["A player in a blue jersey runs around the field and the narrator says 'That's exactly what I'm talking about.'.", "A player in a white jersey received the ball and another player in a blue jersey rushed forward to try and grab it, but the ball was kicked out ahead of him, over the goal, and down into the crowd as the narrator said 'Had a look, had a hit!'.", "A player in white jersey came quickly to grab the ball and ran straight into the player in blue jersey who was dribbling and had kicked the ball, then the player in blue jersey was knocked down and rolled on the ground, the player in white jersey continued to chase the ball, after which the narrator said 'Azpilicueta's kept going, referee has waved it on.'.", "As the ball comes in, a player in blue jersey knocks down a player in white jersey, but the player in white jersey catches the ball and kicks it to his teammate, and the narrator says 'think that's probably a foul by lvanovic,but La Mela does great on the think that's probably a foul by lvanovic, but La Mela does great on the floor.'."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Scene Understanding", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 701.38195, "attack_pct": 0.3182360913902156, "license": "unknown", "selection_order": 9906, "video": "videos/d87276d94d4139487962db0b299b63b7b52a7cad11a6c8f5ba42873bc21f9d66.mp4", "video_id": "d87276d94d4139487962db0b299b63b7b52a7cad11a6c8f5ba42873bc21f9d66"}
{"item_id": "LongTimeScope_121", "benchmark": "LongTimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["nectarine, honeydew, ugli", "date, apple, lemon", "mango, apple, fig", "apple, date, watermelon", "date, nectarine, lemon", "tangerine, nectarine, elderberry"], "answer": "E", "answer_idx": 4, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 18000.0, "attack_pct": 0.945091648380018, "license": "unknown", "selection_order": 9907, "video": "videos/a607fcee40b7654b50b513870f5889abc49f67933f2456cc48eccaa2453e5511.mp4", "video_id": "a607fcee40b7654b50b513870f5889abc49f67933f2456cc48eccaa2453e5511"}
{"item_id": "TimeScope_2271", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words.\\n\\nQuestion: What is the girl in red clothes doing in her room?", "options": ["doing homework", "playing video games", "making the bed", "reading books", "doing yoga", "watching TV"], "answer": "C", "answer_idx": 2, "n_options": 6, "chance": 0.166667, "capability": "long_video", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.8412127275074223, "license": "unknown", "selection_order": 9913, "video": "videos/cc2f81665e47458782dfc197c25a434cc1b997d922e0900251f0e4f263fbff4a.mp4", "video_id": "cc2f81665e47458782dfc197c25a434cc1b997d922e0900251f0e4f263fbff4a"}
{"item_id": "V2P-Bench_73", "benchmark": "V2P-Bench", "question": "What did the person indicated by the point do when he invited Ronaldo to the stage for the first time?", "options": ["He bowed to the audience in thanks", "He shook hands with everyone on stage", "He hugged everyone on stage", "He fist-cumping with the presenter"], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "17", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 6654.04, "attack_pct": 0.6394088034077707, "license": "CC-BY-NC-4.0", "selection_order": 9914, "video": "videos/7b8c1f611dfdae4a2f918d92a97e48a5ac797ebe7e1372c56279b93fdde25266.mp4", "video_id": "7b8c1f611dfdae4a2f918d92a97e48a5ac797ebe7e1372c56279b93fdde25266"}
{"item_id": "OVO-S-Bench_1225", "benchmark": "OVO-S-Bench", "question": "(Question asked at 222.0 s into the video; 'current' refers to that moment.) Compared with the last time you passed through this scene, are there any additional objects this time? If so, what are the extra objects?", "options": ["a cup", "no additional objects", "a calico cat", "a bouquet of roses"], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "3.2.1", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1134.0, "attack_pct": 0.327513876339228, "license": "unknown", "selection_order": 9920, "video": "videos/5255e8f1b403d3cc5f9375dfc9c6ef031f0f772e44e02200aca4531a279fd23a.mp4", "video_id": "5255e8f1b403d3cc5f9375dfc9c6ef031f0f772e44e02200aca4531a279fd23a"}
{"item_id": "2098", "benchmark": "LVBench", "question": "How many videos are played during Satya Nadella's speech?", "options": ["4", "5", "2", "3"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "event understanding", "scene_type": "video_games_software_ui", "duration_group": ">30min", "duration_s": 1872.108844, "attack_pct": 0.482186652897896, "license": "CC-BY-NC-SA-4.0", "selection_order": 9921, "video": "videos/e138fc2afd6e29b42692546dfbc2331a69f62ee83a0abb6d6b2e950b5b6c6c60.mp4", "video_id": "e138fc2afd6e29b42692546dfbc2331a69f62ee83a0abb6d6b2e950b5b6c6c60"}
{"item_id": "TimeScope_2299", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words.\\n\\nQuestion: What is the girl in red clothes doing in her room?", "options": ["doing homework", "playing video games", "making the bed", "reading books", "doing yoga", "watching TV"], "answer": "C", "answer_idx": 2, "n_options": 6, "chance": 0.166667, "capability": "long_video", "task_class": "_none", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.7589954175809991, "license": "unknown", "selection_order": 9927, "video": "videos/1ecd568cd915884f4bf5a71c4ecfeffa098f8b05736c59e27204df0efc74b668.mp4", "video_id": "1ecd568cd915884f4bf5a71c4ecfeffa098f8b05736c59e27204df0efc74b668"}
{"item_id": "LongTimeScope_447", "benchmark": "LongTimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words.\\n\\nQuestion: What does the girl do after she get a cup of coffee?", "options": ["reading a book", "working with her computer", "taking some notes", "cleaning the kitchen", "preparing a breakfast", "washing the dishes"], "answer": "C", "answer_idx": 2, "n_options": 6, "chance": 0.166667, "capability": "grounding", "task_class": "_none", "scene_type": "film_tv_narrative", "duration_group": ">30min", "duration_s": 18000.0, "attack_pct": 0.9004211307602943, "license": "unknown", "selection_order": 9928, "video": "videos/376af522a1835ff2d1dfcbad60e0c619328525ae3d7796a7500cb8e65f57a024.mp4", "video_id": "376af522a1835ff2d1dfcbad60e0c619328525ae3d7796a7500cb8e65f57a024"}
{"item_id": "OVO-S-Bench_1227", "benchmark": "OVO-S-Bench", "question": "(Question asked at 135.0 s into the video; 'current' refers to that moment.) Compared with the last time you passed through this scene, are there any additional objects this time? If so, what are the extra objects?", "options": ["a bouquet of roses", "no additional objects", "a candle", "a cup"], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "3.2.1", "scene_type": "household_daily_life", "duration_group": "10-30min", "duration_s": 1667.0, "attack_pct": 0.4850506647734607, "license": "unknown", "selection_order": 9934, "video": "videos/d8af15237ff6eb7eb2a3f2bbb41d7db69eb194bc679990caf1a7dedb8093ad2e.mp4", "video_id": "d8af15237ff6eb7eb2a3f2bbb41d7db69eb194bc679990caf1a7dedb8093ad2e"}
{"item_id": "StreamingBench_81", "benchmark": "StreamingBench", "question": "Please describe the scene that just occurred in the video?", "options": ["The man in dark blue falls from the sky and doing all kinds of movements. The narrator says, 'I'm at terminal velocity around 130 miles an hour, what I'm looking for now is a safe point of entry.'.", "The man in dark blue wearing dark glasses says to the camera: 'Ready for impact.', then flies out to sea.", "The man in dark blue pulls his parachute in position and explains to the camera: 'I can't land on the island, just trees and cliffs.'.", "The man in dark blue pulls the parachute with both hands to control the direction, and the narrator says, 'I'm heading for deep water.'."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "Scene Understanding", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 622.062585, "attack_pct": 0.603564282948238, "license": "unknown", "selection_order": 9941, "video": "videos/903e4e719bea56a0215ddd91c39e516cab2cde5a037cef5414f12ebd61d455f4.mp4", "video_id": "903e4e719bea56a0215ddd91c39e516cab2cde5a037cef5414f12ebd61d455f4"}
{"item_id": "TimeScope_2574", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["tangerine, banana, mango", "mango, nectarine, grape", "nectarine, fig, tangerine", "orange, ugli, fig", "raspberry, banana, elderberry", "orange, orange, elderberry"], "answer": "C", "answer_idx": 2, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "education_lecture_tutorial", "duration_group": ">30min", "duration_s": 7200.0, "attack_pct": 0.8044323609139021, "license": "unknown", "selection_order": 9942, "video": "videos/3f5ee5ff1654d18262dd550b01bf1aa220036cc0bd9ab53ccd7c99561d287c01.mp4", "video_id": "3f5ee5ff1654d18262dd550b01bf1aa220036cc0bd9ab53ccd7c99561d287c01"}
{"item_id": "TimeScope_1238", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words.\\n\\nQuestion: How meny times does a man swing an axe to cut a wooden log?", "options": ["once", "two times", "three times", "four times", "five times", "six times"], "answer": "D", "answer_idx": 3, "n_options": 6, "chance": 0.166667, "capability": "temporal", "task_class": "_none", "scene_type": "news_documentary_interview", "duration_group": "10-30min", "duration_s": 1200.0, "attack_pct": 0.830313347102104, "license": "unknown", "selection_order": 9948, "video": "videos/71077adcac75d916c4a2e523dee96dc1c63d2289c8e5ce43073098164007d2d3.mp4", "video_id": "71077adcac75d916c4a2e523dee96dc1c63d2289c8e5ce43073098164007d2d3"}
{"item_id": "LongTimeScope_44", "benchmark": "LongTimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared. I will quiz you about the words afterwards.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["papaya, elderberry, honeydew", "strawberry, quince, fig", "grape, strawberry, kiwi", "cherry, papaya, grape", "banana, kiwi, apple", "lemon, nectarine, nectarine"], "answer": "C", "answer_idx": 2, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "ai_generated_synthetic", "duration_group": ">30min", "duration_s": 36000.0, "attack_pct": 0.8051907189879953, "license": "unknown", "selection_order": 9949, "video": "videos/347c312e7baec95d833844cd4c76455bdf2a93d3bfd97578906af686667e841f.mp4", "video_id": "347c312e7baec95d833844cd4c76455bdf2a93d3bfd97578906af686667e841f"}
{"item_id": "V2P-Bench_965", "benchmark": "V2P-Bench", "question": "What is the name of the dish pointed by the red arrow?", "options": ["Kinilaw.", "Pinakbet.", "Adobong Baboy.", "Kare Kare."], "answer": "B", "answer_idx": 1, "n_options": 4, "chance": 0.25, "capability": "knowledge", "task_class": "14", "scene_type": "cooking_food", "duration_group": ">30min", "duration_s": 2078.418141, "attack_pct": 0.7904511423776945, "license": "CC-BY-NC-4.0", "selection_order": 9955, "video": "videos/9356749efd9377e69135151480aae68a8a14d2d1929a062851261066c3c1db66.mp4", "video_id": "9356749efd9377e69135151480aae68a8a14d2d1929a062851261066c3c1db66"}
{"item_id": "S-EMBER_8937", "benchmark": "S-EMBER", "question": "How many bicycles have passed by me?", "options": ["Three bicycles have passed by you.", "One bicycle has passed by you.", "Two bicycles have passed by you.", "Five bicycles have passed by you.", "Four bicycles have passed by you."], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "temporal", "task_class": "counting_objects_events", "scene_type": "other", "duration_group": "10-30min", "duration_s": 600.666667, "attack_pct": 0.365770620885504, "license": "CC-BY-NC-4.0", "selection_order": 9961, "video": "videos/1ae20a2bfcb4c1036a4f606f8db1e0f6fef4a4e412e876fc47ba9426d7ad4f93.mp4", "video_id": "1ae20a2bfcb4c1036a4f606f8db1e0f6fef4a4e412e876fc47ba9426d7ad4f93"}
{"item_id": "OVO-S-Bench_258", "benchmark": "OVO-S-Bench", "question": "(Question asked at 94.2 s into the video; 'current' refers to that moment.) At this moment in the clip, are the two men in front moving faster, slower, or at about the same speed as the camera?", "options": ["The men and the camera are moving at approximately the same speed.", "The men are moving slower than the camera.", "The men are stationary while the camera moves towards them.", "The men are moving faster than the camera."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "1.3.4", "scene_type": "household_daily_life", "duration_group": ">30min", "duration_s": 8949.133061, "attack_pct": 0.9109090615722216, "license": "unknown", "selection_order": 9962, "video": "videos/01610db46b91e0b10f6a047c008c17b5b6817a77b6e92c58d0b2cfd45f95d97b.mp4", "video_id": "01610db46b91e0b10f6a047c008c17b5b6817a77b6e92c58d0b2cfd45f95d97b"}
{"item_id": "S-EMBER_5215", "benchmark": "S-EMBER", "question": "Where did I see the blue painting?", "options": ["You saw the blue painting on the wall behind the table.", "You saw the blue painting on the wall between the doors.", "You saw the blue painting on the wall above the sofa.", "You saw the blue painting on the shelf behind you.", "You didn't see a blue painting, only a pink artwork."], "answer": "D", "answer_idx": 3, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "location_trace", "scene_type": "science_experiment_lab", "duration_group": "10-30min", "duration_s": 600.25, "attack_pct": 0.2792290564089325, "license": "CC-BY-NC-4.0", "selection_order": 9968, "video": "videos/809e3ddf9e5d37c6abc6a669b90c5efc9f0376aabf3c9c23e12f8bd416fdfcf6.mp4", "video_id": "809e3ddf9e5d37c6abc6a669b90c5efc9f0376aabf3c9c23e12f8bd416fdfcf6"}
{"item_id": "SiteBench-Video_1375", "benchmark": "SiteBench-Video", "question": "How many dance group auditions are included in this video?", "options": ["6.", "8.", "10.", "12."], "answer": "D", "answer_idx": 3, "n_options": 4, "chance": 0.25, "capability": "temporal", "task_class": "counting & existence", "scene_type": "music_dance_performance", "duration_group": ">30min", "duration_s": 3384.819229, "attack_pct": 0.9290209113205112, "license": "CC-BY-4.0", "selection_order": 9969, "video": "videos/9c9b0a14dee9f4fff3c40eeba1b56b45abbc7fe353f9677a0a229eba00aa1791.mp4", "video_id": "9c9b0a14dee9f4fff3c40eeba1b56b45abbc7fe353f9677a0a229eba00aa1791"}
{"item_id": "Video-MME-v2_1853", "benchmark": "Video-MME-v2", "question": "According to the blogger's explanation, and excluding distractions from phones and other external factors, if you were to pick up a book and start reading right now, what other reason might cause you to close the book after only reading the first chapter?", "options": ["He lacks strong motivation to read-picking up the book is merely out of habit or a sense of obligation.", "Other books caught his attention-there are simply too many options to choose from.", "He lacks sufficient focus or patience to sustain prolonged reading.", "According to the blogger's explanation, excluding external distractions like phones, another reason you might close a book after only one chapter is that your dopamine threshold has become too high, causing you to lose the tolerance and focus required for the \"slow-burn feedback\" of deep reading.", "His current mental state or emotions make it hard for him to immerse himself in reading.", "He is frequently interrupted by external tasks or electronic devices while reading.", "He finds the book's content obscure or difficult to understand.", "He isn't interested in this particular book."], "answer": "B", "answer_idx": 1, "n_options": 8, "chance": 0.125, "capability": "knowledge", "task_class": "_none", "scene_type": "humor_memes_advertising", "duration_group": "10-30min", "duration_s": 975.238095, "attack_pct": 0.4085775138763392, "license": "MIT", "selection_order": 9975, "video": "videos/0fdec6cbb85d19ce20f89461cf203ae51d62addfa4d2449f8267e0eb2c6804b6.mp4", "video_id": "0fdec6cbb85d19ce20f89461cf203ae51d62addfa4d2449f8267e0eb2c6804b6"}
{"item_id": "HLV-1K_1358", "benchmark": "HLV-1K", "question": "In the event from 1190.0 to 1250.0 seconds, where is the dog resting in relation to the larger pink and red bed?", "options": ["To the left of the larger pink and red bed.", "To the right of the larger pink and red bed.", "Above the larger pink and red bed.", "Below the larger pink and red bed."], "answer": "A", "answer_idx": 0, "n_options": 4, "chance": 0.25, "capability": "grounding", "task_class": "object-direction", "scene_type": "animals_wildlife", "duration_group": ">30min", "duration_s": 4349.701224, "attack_pct": 0.8976862011101071, "license": "MIT", "selection_order": 9976, "video": "videos/1192cec577f784bfedbfea3e7d4e671e9c31bde0caccd3fa2b4b503c841ee0f9.mp4", "video_id": "1192cec577f784bfedbfea3e7d4e671e9c31bde0caccd3fa2b4b503c841ee0f9"}
{"item_id": "S-EMBER_3052", "benchmark": "S-EMBER", "question": "What color is the bowl on the window sill?", "options": ["The bowl on the window sill is red.", "There is no bowl on the window sill.", "The bowl on the window sill is white.", "The bowl on the window sill is yellow.", "The bowl on the window sill is blue."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "grounding", "task_class": "visual_detail_recall", "scene_type": "sports_exercise", "duration_group": "10-30min", "duration_s": 600.916667, "attack_pct": 0.2616819413966696, "license": "CC-BY-NC-4.0", "selection_order": 9982, "video": "videos/f6fe91f787d7f8c9a34a63e19e99a14a860243c76767087ab615bcb3adbd3afe.mp4", "video_id": "f6fe91f787d7f8c9a34a63e19e99a14a860243c76767087ab615bcb3adbd3afe"}
{"item_id": "TimeScope_197", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["quince, mango, watermelon", "date, cherry, tangerine", "fig, cherry, watermelon", "cherry, orange, elderberry", "quince, watermelon, ugli", "mango, grape, fig"], "answer": "C", "answer_idx": 2, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "humor_memes_advertising", "duration_group": ">30min", "duration_s": 1800.0, "attack_pct": 0.6819171937524203, "license": "unknown", "selection_order": 9983, "video": "videos/199635c0cd417b02753290d0635d892c53cce16e95f4061175659ae9a965635d.mp4", "video_id": "199635c0cd417b02753290d0635d892c53cce16e95f4061175659ae9a965635d"}
{"item_id": "S-EMBER_6610", "benchmark": "S-EMBER", "question": "Where is the blue paint tube right now?", "options": ["The blue paint tube is currently inside the plastic bag with other tubes of paint.", "The blue paint tube is currently in the left hand of the person sitting on the left.", "The blue paint tube is lying on the tabletop near the front-left edge, separated from other tubes.", "The blue paint tube is currently lying flat on the right side of the main work table.", "The blue paint tube is lying on the work table, just to the right of the palette."], "answer": "A", "answer_idx": 0, "n_options": 5, "chance": 0.2, "capability": "spatial", "task_class": "location_trace", "scene_type": "education_lecture_tutorial", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.5799422357041435, "license": "CC-BY-NC-4.0", "selection_order": 9989, "video": "videos/cd9b720a5950eed215416d35c797508dc8d83d8a420e459a750a5fdc235a2537.mp4", "video_id": "cd9b720a5950eed215416d35c797508dc8d83d8a420e459a750a5fdc235a2537"}
{"item_id": "2893", "benchmark": "LVBench", "question": "What does the vlogger team do before going to a tailer store?", "options": ["They go for fishing", "They go for shopping", "They go for swimming", "They go for finding food"], "answer": "C", "answer_idx": 2, "n_options": 4, "chance": 0.25, "capability": "long_video", "task_class": "event understanding", "scene_type": "news_documentary_interview", "duration_group": ">30min", "duration_s": 1844.802177, "attack_pct": 0.2455305279463017, "license": "CC-BY-NC-SA-4.0", "selection_order": 9990, "video": "videos/aabe2ae0541449a0c822efe623292c45e5394af42e56e540c0566790a75ef837.mp4", "video_id": "aabe2ae0541449a0c822efe623292c45e5394af42e56e540c0566790a75ef837"}
{"item_id": "S-EMBER_603", "benchmark": "S-EMBER", "question": "After the ‘Bounty of Blood’ pop-up appeared on the screen, what was the title of the next pop-up?", "options": ["Criminally Insane", "Mission Complete", "Dramatic Race", "Pandora's Box", "Designer's Cut"], "answer": "E", "answer_idx": 4, "n_options": 5, "chance": 0.2, "capability": "knowledge", "task_class": "sequential_action", "scene_type": "video_games_software_ui", "duration_group": "10-30min", "duration_s": 600.0, "attack_pct": 0.5737140183296761, "license": "CC-BY-NC-4.0", "selection_order": 9996, "video": "videos/5728c4c08e412a9b16fa44d94e963064cb2a42cc0a020986fbae229139ba9104.mp4", "video_id": "5728c4c08e412a9b16fa44d94e963064cb2a42cc0a020986fbae229139ba9104"}
{"item_id": "TimeScope_2553", "benchmark": "TimeScope", "question": "Answer the question based on the given video. Only give me the answer and do not output any other words. Some special magic words are hidden within the following video. Make sure to memorize them and the order in which they appeared.\\n\\nWhat are all the special magic words mentioned in the provided video, ordered by their appearance?", "options": ["quince, mango, papaya", "date, cherry, tangerine", "grape, tangerine, papaya", "tangerine, orange, elderberry", "quince, watermelon, ugli", "mango, grape, grape"], "answer": "C", "answer_idx": 2, "n_options": 6, "chance": 0.166667, "capability": "knowledge", "task_class": "_none", "scene_type": "video_games_software_ui", "duration_group": ">30min", "duration_s": 7200.0, "attack_pct": 0.8093455531173357, "license": "unknown", "selection_order": 9997, "video": "videos/1323c71502f73947073b316dbea647b32f738be69c073619ba6fd52fb6e61c80.mp4", "video_id": "1323c71502f73947073b316dbea647b32f738be69c073619ba6fd52fb6e61c80"}