item_id stringlengths 3 46 | benchmark stringclasses 76
values | capability_group stringclasses 4
values | capability_group_label stringclasses 4
values | fine_category stringclasses 18
values | question stringlengths 16 937 | options listlengths 2 10 | answer stringclasses 8
values | answer_idx int64 0 7 | chance float64 0.1 0.5 | video stringlengths 75 75 | video_id stringlengths 64 64 | duration_s float64 1.27 12.3k | attack_pct float64 0 0.23 | verification dict | source_version stringclasses 2
values | license stringclasses 10
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
TemporalBench_12089 | TemporalBench | temporal | Temporal | temporal_order | Which caption best describes this video? | [
"A woman setting up a tent outside. She's using both hands in order to put together the frame of the tent. Then also using both hands to work with some cables. Finally she using her right hand in order to hammer in the hooks into the ground what they rock. A person keeping his left foot with shoes and follow right ... | A | 0 | 0.5 | videos/db1bfdf8dd017cfd1b9c1c508c9a28c11e8e9f1aa432935bfc32de10364cb3ba.mp4 | db1bfdf8dd017cfd1b9c1c508c9a28c11e8e9f1aa432935bfc32de10364cb3ba | 110 | 0.113 | {
"verdict": "supported",
"keep_reason": "supported"
} | census_v4 | |
VideoEval-Pro_248 | VideoEval-Pro | temporal | Temporal | action_counting | Throughout this video, what is the total count of occurrences for the scene featuring the 'cooking sausages' action | [
"0",
"1",
"2",
"3",
"5",
"4"
] | E | 4 | 0.166667 | videos/791a0cfff1daed4c89c622a4ebdee40269718234b48883d63b760e94f71c7f81.mp4 | 791a0cfff1daed4c89c622a4ebdee40269718234b48883d63b760e94f71c7f81 | 728.695362 | 0.1135 | {
"verdict": "supported",
"keep_reason": "supported"
} | census_v4 | unknown |
EgoSchema_256 | EgoSchema | temporal | Temporal | temporal_order | Describe how c's actions transition from focusing on the book to the tablet. what key events signify this shift in focus? | [
"The subject's focus noticeably shifts away from the book, transitioning towards the tablet, as she carefully adjusts the camera position.",
"The subject's focus shifts from the book to the tablet when she drops the pencil.",
"The subject's focus evidently shifts from the book to the tablet as she persistently ... | E | 4 | 0.2 | videos/ffa7e02ee538ffc09fa84d2ae706720e75496fab72eaac9305ff5f5f5b0b929d.mp4 | ffa7e02ee538ffc09fa84d2ae706720e75496fab72eaac9305ff5f5f5b0b929d | 180 | 0.1153 | {
"verdict": "supported",
"keep_reason": "supported"
} | census_v4 | MIT |
FAVOR-Bench_4206 | FAVOR-Bench | temporal | Temporal | action_counting | What is the main action performed by the woman in the white上衣 throughout the video? | [
"Adjusting clothes and hair",
"Moving left multiple times",
"Bending over to wash hands",
"Washing hands",
"Walking to the right"
] | B | 1 | 0.2 | videos/980c326685f6aeb947fd8460765bad01dba7413e0872f438ada1eaaaad90d79e.mp4 | 980c326685f6aeb947fd8460765bad01dba7413e0872f438ada1eaaaad90d79e | 6.44 | 0.1153 | {
"verdict": "supported",
"keep_reason": "supported"
} | census_v4 | CC-BY-NC-SA-4.0 |
S-EMBER_5839 | S-EMBER | temporal | Temporal | action_counting | How many times did I slice the cucumber with the knife? | [
"You sliced the cucumber exactly 8 times.",
"You sliced the cucumber three times in total.",
"You sliced the cucumber 6 times.",
"You cut the cucumber 12 times with the knife.",
"You sliced the cucumber 5 times."
] | D | 3 | 0.2 | videos/1d5a34d7614cd8fa61930fd60337bd2231b13b5965564ca6a9a02b7872cc7d3d.mp4 | 1d5a34d7614cd8fa61930fd60337bd2231b13b5965564ca6a9a02b7872cc7d3d | 601.083333 | 0.1153 | {
"verdict": "not_verifiable",
"keep_reason": "not_verifiable_long"
} | census_v4 | CC-BY-NC-4.0 |
AoTBench_4879 | AoTBench | temporal | Temporal | temporal_order | Which caption best describes this video? | [
"A man in a suit and dark glasses is sitting at an open table using a computer, then he puts his head in his hands as if he is having a headache about something.",
"The man in the black suit propped his head with his hands and then looked up to continue working on his computer."
] | B | 1 | 0.5 | videos/3270bc1af9e94de859182294626a505c9930c5c7e625543fdade6a60e6ecda2d.mp4 | 3270bc1af9e94de859182294626a505c9930c5c7e625543fdade6a60e6ecda2d | 16.183991 | 0.12 | {
"verdict": "supported",
"keep_reason": "reversed_clip"
} | census_v4 | unknown |
S-EMBER_443 | S-EMBER | temporal | Temporal | speed_duration | After I took the yellow highlighter out of my gray soft briefcase, how long did I hold it for before putting it into the small front pocket of my black bookbag? | [
"You held it for about 6-7 seconds.",
"You held it for approximately 10 seconds.",
"You held it for about 20 seconds.",
"You held it for approximately 3 seconds.",
"You held it for about 55 seconds."
] | E | 4 | 0.2 | videos/00808be6cd911abdc56f6aa36cd4a70e7c746465b209a061c67d322f55e5fa2e.mp4 | 00808be6cd911abdc56f6aa36cd4a70e7c746465b209a061c67d322f55e5fa2e | 398.666667 | 0.12 | {
"verdict": "supported",
"keep_reason": "supported"
} | census_v4 | CC-BY-NC-4.0 |
K9-Bench_2813 | K9-Bench | temporal | Temporal | temporal_order | Trace the sequence of the dog's actions from picking up a purple ball from the floor to depositing it inside the inflatable ball pit. | [
"Dog spots purple ball, picks it up, carries to bounce house, approaches wall, barks, finds ramp, climbs, tosses ball in, lowers into pit.",
"Dog spots purple ball, picks it up, carries to bounce house, circles to opening, pauses, pushes ball in with nose, steps one paw in.",
"Dog spots purple ball, picks it up... | E | 4 | 0.2 | videos/991c1e472a6ba8e608bdfdb6e0bd2402ca9c988c2177e2290de7324b5667d035.mp4 | 991c1e472a6ba8e608bdfdb6e0bd2402ca9c988c2177e2290de7324b5667d035 | 216.688617 | 0.1239 | {
"verdict": "supported",
"keep_reason": "supported"
} | census_v4 | CC-BY-NC-4.0 |
TemporalBench_14994 | TemporalBench | temporal | Temporal | temporal_order | Which caption best describes this video? | [
"Someone standing next to a portable stove with a special chopping board that has an attached sharp cutting object to it. On the chopping board are already chopped up cucumber pieces. They have a hold of the sharp object with their right hand briefly. Then they set it down and use their right hand to grab a pile of... | A | 0 | 0.5 | videos/8a67d54674f3deeeccc04efaab5294ab833407786bc3be280a0f962cbcc26853.mp4 | 8a67d54674f3deeeccc04efaab5294ab833407786bc3be280a0f962cbcc26853 | 88.6 | 0.1263 | {
"verdict": "not_verifiable",
"keep_reason": "not_verifiable_long"
} | census_v4 | |
S-EMBER_9447 | S-EMBER | temporal | Temporal | action_counting | How many pieces of tape did I use on the second item I wrapped? | [
"You used one piece of tape.",
"You used two pieces of tape.",
"You used three pieces of tape.",
"You used four pieces of tape.",
"You used five pieces of tape."
] | E | 4 | 0.2 | videos/e2c2346cf424e6d513ca71de1fc23a04dc08b734fd530ccdcd6b4faf219ef093.mp4 | e2c2346cf424e6d513ca71de1fc23a04dc08b734fd530ccdcd6b4faf219ef093 | 600 | 0.127 | {
"verdict": "not_verifiable",
"keep_reason": "not_verifiable_long"
} | census_v4 | CC-BY-NC-4.0 |
S-EMBER_3434 | S-EMBER | temporal | Temporal | action_counting | How many objects have I taken out of the refrigerator? | [
"Three objects.",
"Two objects.",
"Five objects.",
"One object.",
"Six objects."
] | E | 4 | 0.2 | videos/8a7fd2c49b1e221c245fbd1faf93e730d2cdcfc5504075f7c2b1e96215a72f76.mp4 | 8a7fd2c49b1e221c245fbd1faf93e730d2cdcfc5504075f7c2b1e96215a72f76 | 599.916667 | 0.1282 | {
"verdict": "not_verifiable",
"keep_reason": "not_verifiable_long"
} | census_v4 | CC-BY-NC-4.0 |
SLVMBench_275 | SLVMBench | temporal | Temporal | temporal_order | After changing the default password on your router, what should you do to secure your Home WiFi network? | [
"Enable the WPA3 encryption protocol.",
"Hide your network SSID from public view.",
"Set up a guest network for visitors.",
"Disable remote management access.",
"Change the name of your network."
] | E | 4 | 0.2 | videos/b4533e136c2ab6225e6a44558e62b05decca943183cff66fc8987dc5b44965c2.mp4 | b4533e136c2ab6225e6a44558e62b05decca943183cff66fc8987dc5b44965c2 | 158.588 | 0.1298 | {
"verdict": "not_verifiable",
"keep_reason": "not_verifiable_long"
} | census_v4 | Apache-2.0 |
MotionBench_3785 | MotionBench | temporal | Temporal | temporal_order | Please describe the detailed breakdown of the action in the video. | [
"Right hand holds parts left hand holds parts right hand taps the box both hands rotate the parts",
"Both hands rotate the parts right hand slaps the box left hand holds the part right hand holds the part",
"Right hand slaps the box both hands turn the parts right hand holds the part left hand holds the part",
... | B | 1 | 0.25 | videos/4bacd01e53d738a32c5c1790d809dd9b4207cea49859fc93b02a99cfb0e5c675.mp4 | 4bacd01e53d738a32c5c1790d809dd9b4207cea49859fc93b02a99cfb0e5c675 | 8 | 0.132 | {
"verdict": "supported",
"keep_reason": "supported"
} | census_v4 | CC-BY-NC-SA-4.0 |
AoTBench_4665 | AoTBench | temporal | Temporal | temporal_order | Which caption best describes this video? | [
"After opening the box, the man in white shirt first took away the foam paper and then picked up one of the packages to examine it.",
"The man in white shirt first picked up one of the packages to examine and then covered them with foam paper."
] | B | 1 | 0.5 | videos/b7b9b308724e88a56fefe1b5506397e6aeb662b0b542c7e0ffbf1ce6310ace5d.mp4 | b7b9b308724e88a56fefe1b5506397e6aeb662b0b542c7e0ffbf1ce6310ace5d | 16.783433 | 0.1328 | {
"verdict": "supported",
"keep_reason": "reversed_clip"
} | census_v4 | unknown |
ScaleLong_504 | ScaleLong | temporal | Temporal | temporal_localization | When the score is 14-16 in the first set, what are the players doing? | [
"Discussing strategy",
"Serving the ball",
"Taking a break",
"Playing a rally"
] | C | 2 | 0.25 | videos/c258d8fb5901208aef41ac4d455e13921747bff03687b84864253b5aa29b7bc8.mp4 | c258d8fb5901208aef41ac4d455e13921747bff03687b84864253b5aa29b7bc8 | 8,209.04 | 0.1328 | {
"verdict": "supported",
"keep_reason": "supported"
} | census_v4 | unknown |
Vinoground_703 | Vinoground | temporal | Temporal | temporal_order | Which caption matches this video? | [
"the man was installing a lego with the main structure laying flat but then made it stood up vertically",
"the man was installing a lego with the main structure stood up vertically but then made it laying flat"
] | B | 1 | 0.5 | videos/8fb5f7acfdbaddd7f1e7a16c5551b45cedfd22bd64add6455f4ac1eb4f48cd2e.mp4 | 8fb5f7acfdbaddd7f1e7a16c5551b45cedfd22bd64add6455f4ac1eb4f48cd2e | 10.043367 | 0.1328 | {
"verdict": "supported",
"keep_reason": "supported"
} | census_v4 | Apache-2.0 |
E.T. Bench_202 | E.T. Bench | temporal | Temporal | temporal_localization | You are given a video containing a series of actions. Watch the video carefully and identify the action around 20.3 seconds by choosing from a set of options. | [
"showing something to the camera",
"writing or drawing something on a piece of paper",
"pretending to write or draw on a piece of paper",
"putting something on top of something"
] | D | 3 | 0.25 | videos/fdc7dd9fd593036aa0cfa16a2a3ef59d1b5d2e75d4dda7ae9f5b69d28d4b9176.mp4 | fdc7dd9fd593036aa0cfa16a2a3ef59d1b5d2e75d4dda7ae9f5b69d28d4b9176 | 23.232 | 0.134 | {
"verdict": "supported",
"keep_reason": "supported"
} | census_v4 | CC-BY-NC-SA-4.0 |
AoTBench_4784 | AoTBench | temporal | Temporal | temporal_order | Which caption best describes this video? | [
"A man with a black backpack and an orange coat puts his cell phone in the back pocket of his jeans and walks forward.",
"A man with an orange coat walks backwards through a narrow alleyway between stone walls, then pulls his cell phone out of his trouser pocket."
] | A | 0 | 0.5 | videos/603ca9e9e6563cc64b969711f59ca5e6738463206dd3fa385566976f32ab107f.mp4 | 603ca9e9e6563cc64b969711f59ca5e6738463206dd3fa385566976f32ab107f | 15.2 | 0.1344 | {
"verdict": "supported",
"keep_reason": "supported"
} | census_v4 | unknown |
S-EMBER_3521 | S-EMBER | temporal | Temporal | speed_duration | How long did I look at the Kleenex Hand Towel before putting it back on the shelf? | [
"About 10 seconds.",
"Roughly 7 seconds.",
"Approximately 3 seconds.",
"Approximately 2 seconds.",
"About 20 seconds."
] | E | 4 | 0.2 | videos/a67588dec1105cb6e66e740cca94122c5c44d2f81057e7f6c6604dc3807ae0b3.mp4 | a67588dec1105cb6e66e740cca94122c5c44d2f81057e7f6c6604dc3807ae0b3 | 327.416667 | 0.1364 | {
"verdict": "supported",
"keep_reason": "supported"
} | census_v4 | CC-BY-NC-4.0 |
S-EMBER_6821 | S-EMBER | temporal | Temporal | action_counting | How many cookie cutters did I put in the plastic bag? | [
"You put zero cookie cutters in the plastic bag.",
"You put one cookie cutter in the plastic bag.",
"You put four cookie cutters in the plastic bag.",
"You put three cookie cutters in the plastic bag.",
"You put six cookie cutters in the plastic bag."
] | E | 4 | 0.2 | videos/b93d11eeba46f4f360eeffd34844cb6d8c923a7e3b285f977e172ac5b7344952.mp4 | b93d11eeba46f4f360eeffd34844cb6d8c923a7e3b285f977e172ac5b7344952 | 317.666667 | 0.1399 | {
"verdict": "not_verifiable",
"keep_reason": "not_verifiable_long"
} | census_v4 | CC-BY-NC-4.0 |
TVBench_1472 | TVBench | temporal | Temporal | temporal_order | What is the sequence of actions shown in the video? | [
"take up the electronic scale, screw the iron clamp, screw the iron clamp, take up the conical flask, take up the test tube, pour the conical flask, put down the electronic scale, take up the iron clamp, put down the conical flask",
"take up the iron clamp, screw the iron clamp, take up the test tube, screw the i... | B | 1 | 0.25 | videos/684846877ac978be71b2638ccab7fe1f1f40c2e21df303199f5a712a2d721ec3.mp4 | 684846877ac978be71b2638ccab7fe1f1f40c2e21df303199f5a712a2d721ec3 | 35.243542 | 0.1404 | {
"verdict": "supported",
"keep_reason": "supported"
} | census_v4 | CC-BY-4.0 |
LongVideo-Reason-eval_810 | LongVideo-Reason-eval | temporal | Temporal | temporal_localization | In which environment does the character with purple hair first encounter a lemon after the text "ONE HUNDRED LIMONS" appears, and what is the subsequent significant action involving a lemon in a different setting? | [
"0:02:50–0:03:00 – A person sits on a washing machine near a bowl of yellow liquid (possible lemonade)",
"0:05:10–0:05:20 – A person pours vinegar into a jar of lemons",
"0:05:40–0:05:50 – A hand squeezes lemon juice into a glass bowl",
"0:04:00–0:04:10 – A lemon sits atop a washing machine in a bathroom"
] | B | 1 | 0.25 | videos/b6da54efacbe35c1f4ebb2095918d702f4784c202b702ff4f70f04433f945924.mp4 | b6da54efacbe35c1f4ebb2095918d702f4784c202b702ff4f70f04433f945924 | 501.55102 | 0.1415 | {
"verdict": "not_verifiable",
"keep_reason": "not_verifiable_long"
} | census_v4 | Apache-2.0 |
MotionBench_1010 | MotionBench | temporal | Temporal | temporal_order | What action does the man perform after picking up the jar with his right hand? | [
"He places the jar back on top of the box.",
"He opens and closes the lid of the box with his right hand.",
"He examines the label on the jar.",
"He throws the jar to the right side of the screen."
] | D | 3 | 0.25 | videos/4253dbd7d9d201b60505390baa664c712ada9e9f99f5bc233ed0b20ad923e4ab.mp4 | 4253dbd7d9d201b60505390baa664c712ada9e9f99f5bc233ed0b20ad923e4ab | 19.786433 | 0.1415 | {
"verdict": "supported",
"keep_reason": "supported"
} | census_v4 | CC-BY-NC-SA-4.0 |
SLVMBench_1382 | SLVMBench | temporal | Temporal | temporal_order | After scraping the filler smooth, what are the subsequent steps to finish the repair? | [
"First, brush away the dust. Then, polish the area to restore the tile's original shine and texture.",
"First, brush away the dust. Then, seal the area to protect the tile from water and stains.",
"First, brush away the dust. Then, wipe the area to clean the tile's surface and edges.",
"First, brush away the ... | D | 3 | 0.2 | videos/c4b8dd43c46c0d4407dbb0e2461ce06af59d2a73c439d204cf23a57d9871b8d2.mp4 | c4b8dd43c46c0d4407dbb0e2461ce06af59d2a73c439d204cf23a57d9871b8d2 | 27.696 | 0.1417 | {
"verdict": "supported",
"keep_reason": "supported"
} | census_v4 | Apache-2.0 |
SLVMBench_550 | SLVMBench | temporal | Temporal | temporal_order | After the filler has been applied , what is the next action to take? | [
"Wait for the filler to dry and cure before proceeding.",
"Leave the filler to set before applying the final finish.",
"Let the filler dry and use a spray gun recreate the marble pattern.",
"Grind the countertop flat.",
"Wipe off the excess with a rag."
] | D | 3 | 0.2 | videos/ff5fd61f710f1d8c520cdc703620b5e36864ebb009d00f490528755e40a5a2e7.mp4 | ff5fd61f710f1d8c520cdc703620b5e36864ebb009d00f490528755e40a5a2e7 | 50.708 | 0.1426 | {
"verdict": "supported",
"keep_reason": "supported"
} | census_v4 | Apache-2.0 |
TVBench_1216 | TVBench | temporal | Temporal | temporal_order | What did the person do first? | [
"Took the towel.",
"Threw the clothes."
] | B | 1 | 0.5 | videos/d2f87db12584a190eb48c9ac554e961d193edc30b5a3fa97bcdcc5d157b2313d.mp4 | d2f87db12584a190eb48c9ac554e961d193edc30b5a3fa97bcdcc5d157b2313d | 11.832869 | 0.1453 | {
"verdict": "supported",
"keep_reason": "supported"
} | census_v4 | CC-BY-4.0 |
AoTBench_4845 | AoTBench | temporal | Temporal | temporal_order | Which caption best describes this video? | [
"First, one hand inserted a USB socket, and found that it could not be inserted, then turned a direction and inserted it.",
"One hand first sends out a USB socket, and then turns a direction, and finds that it cannot be inserted."
] | B | 1 | 0.5 | videos/a444005ab8afbe350587281570749c7448f8297e2f56fde9a4169955f63105ab.mp4 | a444005ab8afbe350587281570749c7448f8297e2f56fde9a4169955f63105ab | 17.76775 | 0.1454 | {
"verdict": "supported",
"keep_reason": "reversed_clip"
} | census_v4 | unknown |
MLVU_700 | MLVU | temporal | Temporal | action_counting | In this video, how many times does the scene of the 'playing trombone' action appear in total?
(A) 2
(B) 0
(C) 5
(D) 1 | [
"2",
"0",
"5",
"1"
] | C | 2 | 0.25 | videos/b94061e22fb3ac4697332f0bc8ddbaf24cc48f1f85e48d9228e03b2676a363eb.mp4 | b94061e22fb3ac4697332f0bc8ddbaf24cc48f1f85e48d9228e03b2676a363eb | 500.033333 | 0.1454 | {
"verdict": "supported",
"keep_reason": "supported"
} | census_v4 | CC-BY-NC-SA-4.0 |
S-EMBER_888 | S-EMBER | temporal | Temporal | action_counting | How many times did I pull a wipe out from the Purell box? | [
"You pulled a wipe out two times.",
"You pulled a wipe out one time.",
"You pulled a wipe out four times.",
"You pulled a wipe out five times.",
"You pulled a wipe out three times."
] | D | 3 | 0.2 | videos/40abe89a3dd3dfc4f378652deeb9fcd45380d058855796d10c79d2727a6a6c7f.mp4 | 40abe89a3dd3dfc4f378652deeb9fcd45380d058855796d10c79d2727a6a6c7f | 566.833333 | 0.1454 | {
"verdict": "not_verifiable",
"keep_reason": "not_verifiable_long"
} | census_v4 | CC-BY-NC-4.0 |
SLVMBench_2201 | SLVMBench | temporal | Temporal | temporal_order | After explaining that the first step is to cut off the damaged branches, what is the next concept the speaker introduces for treating the root rot? | [
"See if it's continuing to spread after treatment.",
"Check whether the roots feel firm or mushy.",
"Remove the plant from the pot and clean the roots.",
"Apply a fungicide to the remaining healthy roots.",
"Let the roots dry out before repotting in fresh soil."
] | A | 0 | 0.2 | videos/18b0183daffc55af87e2ce10bdff7701ef6cf62c0be792cd70a6a3a918f6c73b.mp4 | 18b0183daffc55af87e2ce10bdff7701ef6cf62c0be792cd70a6a3a918f6c73b | 209.578 | 0.1454 | {
"verdict": "not_verifiable",
"keep_reason": "not_verifiable_long"
} | census_v4 | Apache-2.0 |
VidPair-Halluc_5911 | VidPair-Halluc | temporal | Temporal | temporal_order | Which foreground semantic value is depicted in this video?
A. sets up a blank canvas on the wooden easel -> mixes bright colors on his palette with a brush -> paints broad strokes across the canvas, creating a landscape
B. paints broad strokes across the canvas, creating a landscape -> sets up a blank canvas on the woo... | [
"sets up a blank canvas on the wooden easel -> mixes bright colors on his palette with a brush -> paints broad strokes across the canvas, creating a landscape",
"paints broad strokes across the canvas, creating a landscape -> sets up a blank canvas on the wooden easel -> mixes bright colors on his palette with a ... | C | 2 | 0.333333 | videos/467b6ee1a184fb003765c6ae995b99cde9f6a83acdba9f96afe1e625ee4b307d.mp4 | 467b6ee1a184fb003765c6ae995b99cde9f6a83acdba9f96afe1e625ee4b307d | 15.1875 | 0.1454 | {
"verdict": "supported",
"keep_reason": "supported"
} | census_v4 | custom |
VideoOdyssey_2437 | VideoOdyssey | temporal | Temporal | temporal_order | 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? | [
"Players' chanting",
"Audience singing",
"Audience cheering",
"Referee's whistle"
] | B | 1 | 0.25 | videos/499c3c759c3526c24652bd17e4292764323f241d829d3e7799fba61a46ba18c8.mp4 | 499c3c759c3526c24652bd17e4292764323f241d829d3e7799fba61a46ba18c8 | 5,990.49288 | 0.1454 | {
"verdict": "not_verifiable",
"keep_reason": "not_verifiable_long"
} | census_v4 | CC-BY-NC-SA-4.0 |
AoTBench_4529 | AoTBench | temporal | Temporal | temporal_order | Which caption best describes this video? | [
"The camera records the process of the sun gradually setting in the historical center of Paris.",
"At the historic center of Paris, the camera records the process of the sun gradually rising."
] | B | 1 | 0.5 | videos/9dfa852336d9f55d0baf7391b756bbcdfe4ceeb499265a80212da63452f2ec65.mp4 | 9dfa852336d9f55d0baf7391b756bbcdfe4ceeb499265a80212da63452f2ec65 | 21 | 0.1464 | {
"verdict": "supported",
"keep_reason": "reversed_clip"
} | census_v4 | unknown |
FAVOR-Bench_41 | FAVOR-Bench | temporal | Temporal | temporal_order | Which of the following is the complete behavior sequence of the purple-haired girl wearing glasses? | [
"Adjust glasses → Open pop-up book → Close pop-up book → Sway body → Spread arms",
"Spread arms → Open pop-up book → Adjust glasses → Sway body → Close pop-up book",
"Sway body → Adjust glasses → Spread arms → Open pop-up book → Close pop-up book",
"Close pop-up book → Sway body → Adjust glasses → Open pop-up... | D | 3 | 0.2 | videos/d7380bfe776cad1fbcf072e3d7c6683b0e4f320085475f9198924dc7d80366e9.mp4 | d7380bfe776cad1fbcf072e3d7c6683b0e4f320085475f9198924dc7d80366e9 | 14.8 | 0.1476 | {
"verdict": "supported",
"keep_reason": "supported"
} | census_v4 | CC-BY-NC-SA-4.0 |
K9-Bench_1903 | K9-Bench | temporal | Temporal | temporal_order | Trace the dog's complete sequence of actions from its initial search for another dog to the moment it is led to the puppies' location. | [
"Dog stands still, scans room with ears perked, walks towards another dog, sniffs shoulder, nudges neck, follows to stairs, barks at top, bounds into doorway.",
"Dog circles room, sniffs spot, walks towards another dog, sniffs rear and face, follows to stairs, waits at top, rushes excitedly into doorway.",
"Dog... | E | 4 | 0.2 | videos/158606661768ed002353f029fe7d37bc4cde8708c92d02d250312253b9bf443d.mp4 | 158606661768ed002353f029fe7d37bc4cde8708c92d02d250312253b9bf443d | 195.929977 | 0.1476 | {
"verdict": "supported",
"keep_reason": "supported"
} | census_v4 | CC-BY-NC-4.0 |
GUI-World_2003 | GUI-World | temporal | Temporal | temporal_order | What action did the user take after opening a new tab in Microsoft Edge? | [
"They typed a URL directly into the address bar.",
"They clicked on the search bar but then canceled the search.",
"They immediately closed the new tab.",
"They navigated to the eBay website using the address bar."
] | B | 1 | 0.25 | videos/2fac0b9ef4e75ecb2258d8e84f7fb233339739ebe5d37b62941b7a5b45943f46.mp4 | 2fac0b9ef4e75ecb2258d8e84f7fb233339739ebe5d37b62941b7a5b45943f46 | 30.894688 | 0.1493 | {
"verdict": "supported",
"keep_reason": "supported"
} | census_v4 | unknown |
AoTBench_5139 | AoTBench | temporal | Temporal | temporal_order | Which caption best describes this video? | [
"Walking to the wardrobe, the woman chooses a polka dot dress and closes the wardrobe.",
"The woman opens the wardrobe, hangs the dress on the clothes rack and leaves the room."
] | B | 1 | 0.5 | videos/bc55dfaa67d55672df3d8a96a48e3c45dd7973c1ea82750f8c0d8ea8087506d3.mp4 | bc55dfaa67d55672df3d8a96a48e3c45dd7973c1ea82750f8c0d8ea8087506d3 | 15.782433 | 0.1509 | {
"verdict": "supported",
"keep_reason": "reversed_clip"
} | census_v4 | unknown |
MLVU_655 | MLVU | temporal | Temporal | action_counting | In this video, how many instances are there of the 'jetskiing' action scene in total?
(A) 0
(B) 5
(C) 4
(D) 1 | [
"0",
"5",
"4",
"1"
] | B | 1 | 0.25 | videos/35aef81ae8dc7c0ea5c090ef686edcefbd24b4152e0b20e51f7b40195ce4bcd5.mp4 | 35aef81ae8dc7c0ea5c090ef686edcefbd24b4152e0b20e51f7b40195ce4bcd5 | 525.058392 | 0.1524 | {
"verdict": "supported",
"keep_reason": "supported"
} | census_v4 | CC-BY-NC-SA-4.0 |
ALLVB_3868 | ALLVB | temporal | Temporal | temporal_order | What is the sequence of actions that occur when Brooks starts his turn in the game of Celebrity? | [
"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."
] | E | 4 | 0.2 | videos/9f98fd90c233785060871b0c27756e2b35361e693205c33dec1ccfdaeef3d5b4.mp4 | 9f98fd90c233785060871b0c27756e2b35361e693205c33dec1ccfdaeef3d5b4 | 6,005.76 | 0.153 | {
"verdict": "not_verifiable",
"keep_reason": "not_verifiable_long"
} | census_v4 | CC-BY-NC-SA-4.0 |
S-EMBER_6678 | S-EMBER | temporal | Temporal | action_counting | How many times have I turned on the water so far? | [
"Four times.",
"Two times.",
"Six times.",
"Three times.",
"One time."
] | C | 2 | 0.2 | videos/b5fd6f7cafe6a490bac63cecea26e388b92729aca3dd80e56c749615cfe03c10.mp4 | b5fd6f7cafe6a490bac63cecea26e388b92729aca3dd80e56c749615cfe03c10 | 600 | 0.153 | {
"verdict": "not_verifiable",
"keep_reason": "not_verifiable_long"
} | census_v4 | CC-BY-NC-4.0 |
S-EMBER_1799 | S-EMBER | temporal | Temporal | speed_duration | How much time passed between when I inserted the key into the mailbox until I closed it? | [
"Between ten and twenty seconds passed.",
"About two minutes and twenty seconds passed.",
"Roughly eight to ten seconds passed.",
"Roughly fifty-five to sixty seconds passed.",
"About two minutes and two seconds passed."
] | E | 4 | 0.2 | videos/a9cc3c419a98f9356a90f92561cdc92b33c49e46f02921023062bc2ff583105a.mp4 | a9cc3c419a98f9356a90f92561cdc92b33c49e46f02921023062bc2ff583105a | 429.75 | 0.1545 | {
"verdict": "supported",
"keep_reason": "supported"
} | census_v4 | CC-BY-NC-4.0 |
729 | LVBench | temporal | Temporal | temporal_order | What happens after the boy and the cat meet the dog for the first time? | [
"They clean the house",
"They meet the guest",
"They wash the dish",
"They eat the food"
] | A | 0 | 0.25 | videos/a52b329ba9cc51fa4e1d693de533dd643aae16afbced7ce31c0521e8e2769291.mp4 | a52b329ba9cc51fa4e1d693de533dd643aae16afbced7ce31c0521e8e2769291 | 3,205.32898 | 0.1548 | {
"verdict": "supported",
"keep_reason": "supported"
} | census_v4 | CC-BY-NC-SA-4.0 |
FAVOR-Bench_1106 | FAVOR-Bench | temporal | Temporal | temporal_order | Among the following action combinations, which two actions have a strict temporal sequence? | [
"Cutting the watermelon with the right hand and moving the cut piece with the left hand",
"Placing the knife with the right hand and moving the watermelon with both hands",
"Moving the watermelon with both hands and placing the knife with the right hand",
"Holding the watermelon steady with the left hand and ... | B | 1 | 0.2 | videos/0351acdec1c222149e1249c67699d43768c4df0b7cb69c8e66d1d18b5737dcd7.mp4 | 0351acdec1c222149e1249c67699d43768c4df0b7cb69c8e66d1d18b5737dcd7 | 29.8 | 0.1551 | {
"verdict": "supported",
"keep_reason": "supported"
} | census_v4 | CC-BY-NC-SA-4.0 |
S-EMBER_7291 | S-EMBER | temporal | Temporal | action_counting | How many times have I pointed at the Lego box so far? | [
"You have pointed at the Lego box 3 times.",
"You have pointed at the Lego box 0 times.",
"You have pointed at the Lego box 2 times.",
"You have pointed at the Lego box 5 times.",
"You have pointed at the Lego box 1 time."
] | D | 3 | 0.2 | videos/ef0ad8eeb0219241dc1f742db24ce20a599520d33d226bfd44df635935ea7fa9.mp4 | ef0ad8eeb0219241dc1f742db24ce20a599520d33d226bfd44df635935ea7fa9 | 319 | 0.1551 | {
"verdict": "not_verifiable",
"keep_reason": "not_verifiable_long"
} | census_v4 | CC-BY-NC-4.0 |
TOC-Bench_2213 | TOC-Bench | temporal | Temporal | speed_duration | How long does cherry stay in contact with cherry? | [
"very briefly",
"for several seconds",
"for an extended period",
"cherry always stays in contact with cherry"
] | D | 3 | 0.25 | videos/4ca76babe6d7886a5e8ca7ae5e4c509c2c0d8d082a91eaf3603f3c14cb8e2249.mp4 | 4ca76babe6d7886a5e8ca7ae5e4c509c2c0d8d082a91eaf3603f3c14cb8e2249 | 7.333333 | 0.1564 | {
"verdict": "supported",
"keep_reason": "supported"
} | census_v4 | custom |
3984 | LVBench | temporal | Temporal | temporal_order | What happens after Serena's first stumble? | [
"Her tennis racket breaks",
"She fells to the ground",
"She is helps up by her coach",
"She continues playing without stopping"
] | A | 0 | 0.25 | videos/8ccfa1e034372b46811363af0d441aab707aa5b6b09e15ce2bceffa756d00f62.mp4 | 8ccfa1e034372b46811363af0d441aab707aa5b6b09e15ce2bceffa756d00f62 | 4,386.853152 | 0.1568 | {
"verdict": "not_verifiable",
"keep_reason": "not_verifiable_long"
} | census_v4 | CC-BY-NC-SA-4.0 |
E.T. Bench_271 | E.T. Bench | temporal | Temporal | temporal_localization | You are given a video containing a series of actions. Watch the video carefully and identify the action around 16.7 seconds by choosing from a set of options. | [
"pretending to write or draw on a piece of paper",
"clapping hands",
"juggling something",
"putting something into something"
] | C | 2 | 0.25 | videos/57a3efefa4cda664fde47079caf1545f350d8ee73f6979c9ccac000e05528c1b.mp4 | 57a3efefa4cda664fde47079caf1545f350d8ee73f6979c9ccac000e05528c1b | 24.363 | 0.1568 | {
"verdict": "supported",
"keep_reason": "supported"
} | refill | CC-BY-NC-SA-4.0 |
S-EMBER_1495 | S-EMBER | temporal | Temporal | action_counting | How many items have I taken out of the dishwasher so far? | [
"So far, you have taken about 14 items out of the dishwasher.",
"You have taken out 16 items from the dishwasher so far.",
"0 items have been taken out of the dishwasher so far.",
"You have taken 9 items out of the dishwasher so far.",
"You have taken out a total of 31 items from the dishwasher."
] | E | 4 | 0.2 | videos/40d7a362e4a58abe8757da59e1ca4b6e47a031bb33c020f6cbc5ff5587c9f751.mp4 | 40d7a362e4a58abe8757da59e1ca4b6e47a031bb33c020f6cbc5ff5587c9f751 | 300 | 0.1591 | {
"verdict": "supported",
"keep_reason": "supported"
} | refill | CC-BY-NC-4.0 |
ALLVB_9711 | ALLVB | temporal | Temporal | action_counting | How many times does Melvin check the locks on his door in the scene where he is in his apartment with Verdell? | [
"Once",
"Twice",
"Three times",
"Four times",
"Five times"
] | E | 4 | 0.2 | videos/70eb153088b5a13c182765ed3902d9b018061380a0bb07196241837e0e05715b.mp4 | 70eb153088b5a13c182765ed3902d9b018061380a0bb07196241837e0e05715b | 8,318.421333 | 0.1606 | {
"verdict": "not_verifiable",
"keep_reason": "not_verifiable_long"
} | refill | CC-BY-NC-SA-4.0 |
AoTBench_4451 | AoTBench | temporal | Temporal | temporal_order | Which caption best describes this video? | [
"A young woman and two small children are paddling in a boat, and as the boat comes to shore, the two children go ashore.",
"The black and white video shows a young woman standing on a boat picking up a boy and a girl as they sail away from the shore."
] | B | 1 | 0.5 | videos/5ef5b74f20c26501c2d9daefd1784053d45ad9ea39eebde47d0934bb5ffe38cf.mp4 | 5ef5b74f20c26501c2d9daefd1784053d45ad9ea39eebde47d0934bb5ffe38cf | 25.875 | 0.1625 | {
"verdict": "supported",
"keep_reason": "reversed_clip"
} | refill | unknown |
AoTBench_5018 | AoTBench | temporal | Temporal | temporal_order | Which caption best describes this video? | [
"A young lady looks at the clock on the wall and finds that it is time for dinner, then she takes some food from the kitchen.",
"A young lady first puts some ingredients in the designated place, then places some dishes on the table, later looks up at the clock on the wall, and finds that it is just at the meal po... | A | 0 | 0.5 | videos/4e73cbc24b7f405601a29e363218b41295d8f6b29ad4d48a1616bf58abd47a57.mp4 | 4e73cbc24b7f405601a29e363218b41295d8f6b29ad4d48a1616bf58abd47a57 | 29.875 | 0.1645 | {
"verdict": "supported",
"keep_reason": "supported"
} | refill | unknown |
S-EMBER_8585 | S-EMBER | temporal | Temporal | temporal_order | What did I do after I tilted the black pot over the sink? | [
"You rinsed the pot under running water and then placed it on the counter.",
"You threw the remaining noodles directly into the sink to be washed away.",
"You washed a white plate in the sink while leaving the pot aside.",
"You picked up a sponge and started scrubbing the inside of the pot.",
"You walked ov... | E | 4 | 0.2 | videos/2d3a9789df75a4e6fc21c5dd2fa7d76661e06bbe27a889b3f6098b359bd602f7.mp4 | 2d3a9789df75a4e6fc21c5dd2fa7d76661e06bbe27a889b3f6098b359bd602f7 | 599.916667 | 0.1653 | {
"verdict": "supported",
"keep_reason": "supported"
} | refill | CC-BY-NC-4.0 |
MLVU_603 | MLVU | temporal | Temporal | action_counting | In this video, how many instances are there of the 'pole vault' action scene in total?
(A) 0
(B) 1
(C) 2
(D) 4 | [
"0",
"1",
"2",
"4"
] | D | 3 | 0.25 | videos/655e2a6df7422272625811fe3de939e840b6f57c2e00b9041a453e3e28cc32fb.mp4 | 655e2a6df7422272625811fe3de939e840b6f57c2e00b9041a453e3e28cc32fb | 484.233333 | 0.1661 | {
"verdict": "supported",
"keep_reason": "supported"
} | refill | CC-BY-NC-SA-4.0 |
MLVU_605 | MLVU | temporal | Temporal | action_counting | In this video, how many instances are there of the 'pole vault' action scene in total?
(A) 0
(B) 5
(C) 1
(D) 3 | [
"0",
"5",
"1",
"3"
] | B | 1 | 0.25 | videos/fa9afd894d32b694c24f3138542b0690f3d3698660099592759f066ab4126c92.mp4 | fa9afd894d32b694c24f3138542b0690f3d3698660099592759f066ab4126c92 | 495.695696 | 0.1661 | {
"verdict": "supported",
"keep_reason": "supported"
} | refill | CC-BY-NC-SA-4.0 |
UrbanVideo-Bench_53 | UrbanVideo-Bench | temporal | Temporal | temporal_order | Where do you start and end your journey? | [
"Start at the row of trees lining the avenue and end at the supermarket with a large yellow sign.",
"Start at the row of trees lining the avenue and end at the storefront with an All-Star awning.",
"Start at the tall building with a glass facade and end at the row of trees lining the avenue.",
"Start at the s... | E | 4 | 0.2 | videos/1c9ba75659494030ea4a95da03492887d3738b2703f199c51bb587560c16f9c4.mp4 | 1c9ba75659494030ea4a95da03492887d3738b2703f199c51bb587560c16f9c4 | 81.85 | 0.1661 | {
"verdict": "supported",
"keep_reason": "supported"
} | refill | MIT |
TOC-Bench_309 | TOC-Bench | temporal | Temporal | temporal_localization | Does framed picture ever come back into view in the video? | [
"framed picture does come back into view",
"framed picture never comes back into view"
] | A | 0 | 0.5 | videos/cf4914f721d8393795d685479a1d3b216c799fccb404ed4a8bd5ed786b1398cd.mp4 | cf4914f721d8393795d685479a1d3b216c799fccb404ed4a8bd5ed786b1398cd | 30.229 | 0.1677 | {
"verdict": "supported",
"keep_reason": "supported"
} | refill | custom |
2762 | LVBench | temporal | Temporal | temporal_localization | What happens from 02:45-04:00? | [
"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 abo... | D | 3 | 0.25 | videos/4e4ed603406d1640b8d16fef66b0017e69016d4631e59ad43b98a8f2e4c6dc77.mp4 | 4e4ed603406d1640b8d16fef66b0017e69016d4631e59ad43b98a8f2e4c6dc77 | 5,418.399637 | 0.1684 | {
"verdict": "supported",
"keep_reason": "supported"
} | refill | CC-BY-NC-SA-4.0 |
VideoAds_117 | VideoAds | temporal | Temporal | action_counting | How many times does the boy try to use the Force in the video? | [
"The boy tries to use the Force four times in the video.",
"The boy attempts to use the Force three times in the video.",
"The boy tries to use the Force twice in the video.",
"The boy tries to use the Force seven times in the video."
] | D | 3 | 0.25 | videos/0bb0b5c96a3eb78dbc642e0e33ad9bd862a52c6440264bfb3ece9800a3fda705.mp4 | 0bb0b5c96a3eb78dbc642e0e33ad9bd862a52c6440264bfb3ece9800a3fda705 | 63.645896 | 0.1721 | {
"verdict": "supported",
"keep_reason": "supported"
} | refill | custom |
HLV-1K_5441 | HLV-1K | temporal | Temporal | temporal_order | What happened after the scene where a small dog is being held in a human's hand in a veterinary or care setting? | [
"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... | A | 0 | 0.25 | videos/c16d42e7c663827d363f99d56aaa36afc83c1aab592bea3b90aa9c87b0be7348.mp4 | c16d42e7c663827d363f99d56aaa36afc83c1aab592bea3b90aa9c87b0be7348 | 2,216.73941 | 0.1728 | {
"verdict": "not_verifiable",
"keep_reason": "not_verifiable_long"
} | refill | MIT |
S-EMBER_3864 | S-EMBER | temporal | Temporal | action_counting | How many times have I turned around in a circle so far? | [
"You have not turned around in a full circle so far.",
"You have turned around in a circle 3 times so far.",
"You have turned around in a circle once so far.",
"You have turned around in a circle 6 times so far.",
"You have turned around in a full circle twice so far."
] | D | 3 | 0.2 | videos/6d8330feaec0edbe1451e6b6504648f49fa1a02a5ba82f42947817d3e1d7275a.mp4 | 6d8330feaec0edbe1451e6b6504648f49fa1a02a5ba82f42947817d3e1d7275a | 600.166667 | 0.1728 | {
"verdict": "not_verifiable",
"keep_reason": "not_verifiable_long"
} | refill | CC-BY-NC-4.0 |
SLVMBench_1417 | SLVMBench | temporal | Temporal | temporal_order | After cleaning the chipped area with a liquid, what should be done before applying the filler? | [
"Wait until the surface is completely dry before proceeding.",
"Apply tape around the damaged area to protect the surrounding surface.",
"Sand the damaged area to make the surface smooth and even.",
"Clean the area thoroughly to remove dust and debris.",
"Prepare the filler mixture according to the instruct... | B | 1 | 0.2 | videos/a1079dd8ce76336f93e7f56d45c4f0517600b072279608c188d53d6fe485c38e.mp4 | a1079dd8ce76336f93e7f56d45c4f0517600b072279608c188d53d6fe485c38e | 43.486 | 0.1728 | {
"verdict": "supported",
"keep_reason": "supported"
} | refill | Apache-2.0 |
AoTBench_4177 | AoTBench | temporal | Temporal | temporal_order | Which caption best describes this video? | [
"A car is driving past a pink building and through a crossroad, then along the walls of some houses.",
"A car drives along the walls of some houses, then meets a pink building after going a crossroad."
] | B | 1 | 0.5 | videos/f2845a9aea7b182e5e829bb91470f6c7e994c3d223b2482ada9e4d663d83c015.mp4 | f2845a9aea7b182e5e829bb91470f6c7e994c3d223b2482ada9e4d663d83c015 | 18.375 | 0.1731 | {
"verdict": "supported",
"keep_reason": "reversed_clip"
} | refill | unknown |
ReXTime_752 | ReXTime | temporal | Temporal | temporal_order | What does Mike Tyson throwing darts blindfolded on a show lead to? | [
"the audience bursts into laughter as tyson misses the board entirely.",
"mike tyson accidentally hits the bullseye, causing an uproar of applause.",
"one of the darts ricochets off the board, causing a moment of panic.",
"the host walks up to the dart board to see the darts."
] | D | 3 | 0.25 | videos/94262e2c5af930c64432eca87310f69085ed9e320614be30c6ad2f64fb22e967.mp4 | 94262e2c5af930c64432eca87310f69085ed9e320614be30c6ad2f64fb22e967 | 33.413515 | 0.1731 | {
"verdict": "supported",
"keep_reason": "supported"
} | refill | CC-BY-NC-SA-4.0 |
ALLVB_9375 | ALLVB | temporal | Temporal | speed_duration | In the scene where Cole is hiding under the bed, which object is partially occluded and for how long? | [
"The pocket knife, for a few seconds.",
"The cellphone, for the entire scene.",
"The window, for a few minutes.",
"The blanket, for the entire scene.",
"The book, for a few seconds."
] | C | 2 | 0.2 | videos/0668b1fd067cdf191dec88a030441b3685f72efeeadd035c13097196ce8045b5.mp4 | 0668b1fd067cdf191dec88a030441b3685f72efeeadd035c13097196ce8045b5 | 5,113.733625 | 0.1745 | {
"verdict": "not_verifiable",
"keep_reason": "not_verifiable_long"
} | refill | CC-BY-NC-SA-4.0 |
S-EMBER_9230 | S-EMBER | temporal | Temporal | speed_duration | How long did I point at the white hat next to the rope? | [
"You pointed at the white hat for about 3 seconds.",
"You pointed at the white hat for about 10 seconds.",
"You pointed at the white hat for about 2 seconds.",
"You pointed at the white hat for about 15 seconds.",
"You pointed at the white hat for about 5 seconds."
] | D | 3 | 0.2 | videos/4fe80921b274bb7f4278c77d505d58b1f5cbff9a43b2a0a2355939c3c0c2b45f.mp4 | 4fe80921b274bb7f4278c77d505d58b1f5cbff9a43b2a0a2355939c3c0c2b45f | 315.416667 | 0.175 | {
"verdict": "supported",
"keep_reason": "supported"
} | refill | CC-BY-NC-4.0 |
AoTBench_4773 | AoTBench | temporal | Temporal | temporal_order | Which caption best describes this video? | [
"This scene shows a side view of three women preparing for a run at the stadium in the dark in slow motion, they squat first and then start running.",
"This scene shows a side view of three women preparing for a run at the stadium in the dark in slow motion, they start running but then squat down."
] | B | 1 | 0.5 | videos/c60a38d0192d9867572b30d3aaacd6f8bd5be2b074bfde11cf003b3f465bbba2.mp4 | c60a38d0192d9867572b30d3aaacd6f8bd5be2b074bfde11cf003b3f465bbba2 | 20.665011 | 0.1758 | {
"verdict": "contradicted",
"keep_reason": "reversed_clip"
} | refill | unknown |
GUI-World_3290 | GUI-World | temporal | Temporal | temporal_order | What action is performed after typing the letter 'H' in the message box? | [
"The user sends the message.",
"The user types additional characters without pausing.",
"The letter 'H' is deleted.",
"The user selects an emoji to attach."
] | C | 2 | 0.25 | videos/10e7f99e1044bb22f0d3a8c57d7f1a413abfaa26e8d494199992b4a26fae5c57.mp4 | 10e7f99e1044bb22f0d3a8c57d7f1a413abfaa26e8d494199992b4a26fae5c57 | 9.766667 | 0.176 | {
"verdict": "supported",
"keep_reason": "supported"
} | refill | unknown |
AoTBench_5745 | AoTBench | temporal | Temporal | temporal_order | Which caption best describes this video? | [
"Entering the night, the moon and the Milky Way appear in the sky above the silent forest.",
"The moon and star trails are bright and clear across the forest near dawn and then the shining sun rises."
] | B | 1 | 0.5 | videos/83123e19bc282a956548dc432b0dd234bc21f990529554df2ad47d470cbbf753.mp4 | 83123e19bc282a956548dc432b0dd234bc21f990529554df2ad47d470cbbf753 | 29.866667 | 0.1765 | {
"verdict": "supported",
"keep_reason": "reversed_clip"
} | refill | unknown |
GUI-World_3110 | GUI-World | temporal | Temporal | temporal_order | What action does the user perform after right-clicking on the 'Settings' app? | [
"The user selects 'Pin to taskbar'.",
"The user selects 'More' from the secondary menu.",
"The user drags the 'Settings' app onto the desktop.",
"The user clicks on the back arrow in the Start menu."
] | D | 3 | 0.25 | videos/6c3124328339d9b3a5c1ec2f713e8a4738bfee469f8f3a6679a5c377d6aa17e2.mp4 | 6c3124328339d9b3a5c1ec2f713e8a4738bfee469f8f3a6679a5c377d6aa17e2 | 21.066 | 0.1775 | {
"verdict": "supported",
"keep_reason": "supported"
} | refill | unknown |
S-EMBER_826 | S-EMBER | temporal | Temporal | speed_duration | After first placing the box on the roll of wrapping paper, how long did it take me to cut the paper? | [
"Approximately 13 seconds.",
"Approximately 8 seconds.",
"Approximately 15 seconds.",
"Approximately 30 seconds.",
"Approximately 25 seconds."
] | E | 4 | 0.2 | videos/eecae3a526dc7a898dedbf87c48a9ed60ba4ae2e584d15482c59692f6d970f2c.mp4 | eecae3a526dc7a898dedbf87c48a9ed60ba4ae2e584d15482c59692f6d970f2c | 300.166667 | 0.1783 | {
"verdict": "supported",
"keep_reason": "supported"
} | refill | CC-BY-NC-4.0 |
AoTBench_4811 | AoTBench | temporal | Temporal | temporal_order | Which caption best describes this video? | [
"Within a black background, a gas stove is ignited and its flames gets bigger, then continues to emit blue flames.",
"The gas stove continues to burn, spewing blue and sometimes orange flames, and the stove is eventually extinguished."
] | B | 1 | 0.5 | videos/bc5cfe557d4833c4ea37b94dd1958e4e09f77819a3309990a0ea3c9fffb105b0.mp4 | bc5cfe557d4833c4ea37b94dd1958e4e09f77819a3309990a0ea3c9fffb105b0 | 23.056367 | 0.1789 | {
"verdict": "supported",
"keep_reason": "reversed_clip"
} | refill | unknown |
VGenST-Bench_7372 | VGenST-Bench | temporal | Temporal | action_counting | Suppose the container was empty at the start of the video - How many identical items are in container at the end of the video? | [
"0",
"1",
"2",
"3"
] | D | 3 | 0.25 | videos/3a9289f6b822c4f7eb2c2c223e0e6e1d5f755b841f90b911f9a53aa96ce618bf.mp4 | 3a9289f6b822c4f7eb2c2c223e0e6e1d5f755b841f90b911f9a53aa96ce618bf | 8 | 0.1789 | {
"verdict": "supported",
"keep_reason": "supported"
} | refill | CC-BY-NC-4.0 |
Vinoground_57 | Vinoground | temporal | Temporal | temporal_order | Which caption matches this video? | [
"the archer gets in the position ready to shoot before he makes the shot and rearms his bow again",
"the archer makes the shot and rearms his bow before he gets in the position ready to shoot again"
] | B | 1 | 0.5 | videos/2ce2725f4df29e385c0e809c8e6094ee806339e088282f41a4df685feb57ce37.mp4 | 2ce2725f4df29e385c0e809c8e6094ee806339e088282f41a4df685feb57ce37 | 16.016 | 0.1789 | {
"verdict": "supported",
"keep_reason": "supported"
} | refill | Apache-2.0 |
VITATECS_5535 | VITATECS | temporal | Temporal | speed_duration | Which caption correctly describes what happens in the video? | [
"in slow motion a girl is indoors on a couch and putting on makeup",
"in fast motion a girl is indoors on a couch and putting on makeup"
] | B | 1 | 0.5 | videos/637f36c3cb00cc73d001d952eb20ea858f081c7d52290667421956b1e440d3c3.mp4 | 637f36c3cb00cc73d001d952eb20ea858f081c7d52290667421956b1e440d3c3 | 10.0078 | 0.1819 | {
"verdict": "supported",
"keep_reason": "supported"
} | refill | CC-BY-4.0 |
MME-VideoOCR_1400 | MME-VideoOCR | temporal | Temporal | temporal_localization | Find the frame of some white flowers are in a glass vase. Locate the final frame based on the instructions in the image, and answer the following question based on the final frame:Which of the following objects or actions appears in the frame? | [
"bed",
"motorcycle",
"flower",
"dog"
] | B | 1 | 0.25 | videos/1a98715cafe0400df3c212c82f9a1ffd5764b75aa473be6d09e44baec59a3860.mp4 | 1a98715cafe0400df3c212c82f9a1ffd5764b75aa473be6d09e44baec59a3860 | 5 | 0.1831 | {
"verdict": "supported",
"keep_reason": "supported"
} | refill | CC-BY-NC-4.0 |
AoTBench_4384 | AoTBench | temporal | Temporal | temporal_order | Which caption best describes this video? | [
"A curtain of Great Britain flag gradually rose up and a white shadow appeared.",
"After a white shadow of a curtain passed by, it turns out that the curtain is a Great Britain flag."
] | A | 0 | 0.5 | videos/5713217103c3263470d1b69c95c81d567d9f156c48438387e0e1228768daa866.mp4 | 5713217103c3263470d1b69c95c81d567d9f156c48438387e0e1228768daa866 | 18.418418 | 0.1837 | {
"verdict": "supported",
"keep_reason": "supported"
} | refill | unknown |
S-EMBER_3638 | S-EMBER | temporal | Temporal | temporal_order | Right before I started walking, what did the black vehicle on my left do? | [
"It made a right turn and drove away.",
"It drove straight past you along the street.",
"It slowed down and pulled over to the curb.",
"It made a U-turn in the middle of the street.",
"It didn't move at all and remained parked."
] | D | 3 | 0.2 | videos/b22cf1b8284348e7a4e713b611c94b00e2d15139be9fb2ad4378bd0f0f6522e4.mp4 | b22cf1b8284348e7a4e713b611c94b00e2d15139be9fb2ad4378bd0f0f6522e4 | 404.416667 | 0.1837 | {
"verdict": "not_verifiable",
"keep_reason": "not_verifiable_long"
} | refill | CC-BY-NC-4.0 |
S-EMBER_5713 | S-EMBER | temporal | Temporal | action_counting | How many additional black clips have I added to this socket holder? | [
"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 holde... | D | 3 | 0.2 | videos/3fa14c0105581bf5bf701190f070c7b7ec885bc8b67273f77bb74bf94edbaf5f.mp4 | 3fa14c0105581bf5bf701190f070c7b7ec885bc8b67273f77bb74bf94edbaf5f | 602.166667 | 0.1837 | {
"verdict": "not_verifiable",
"keep_reason": "not_verifiable_long"
} | refill | CC-BY-NC-4.0 |
TOC-Bench_604 | TOC-Bench | temporal | Temporal | temporal_order | Which event happens first in the video? | [
"glass with dark liquid gets partly hidden before yellow paper gets fully hidden",
"yellow paper gets fully hidden before glass with dark liquid gets partly hidden"
] | B | 1 | 0.5 | videos/5b88a4706c5ba9b13575ab8addb1f48054b0c8cb30b945ce9c9810bd596cd71c.mp4 | 5b88a4706c5ba9b13575ab8addb1f48054b0c8cb30b945ce9c9810bd596cd71c | 10.635011 | 0.1837 | {
"verdict": "supported",
"keep_reason": "supported"
} | refill | custom |
S-EMBER_6202 | S-EMBER | temporal | Temporal | temporal_order | What did I do just before entering the small room? | [
"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 ... | C | 2 | 0.2 | videos/72853670d705d8d42fead9a2de331f0398eb2237abcb658b44e1f35d8ab86b59.mp4 | 72853670d705d8d42fead9a2de331f0398eb2237abcb658b44e1f35d8ab86b59 | 600 | 0.1845 | {
"verdict": "not_verifiable",
"keep_reason": "not_verifiable_long"
} | refill | CC-BY-NC-4.0 |
UrbanVideo-Bench_4317 | UrbanVideo-Bench | temporal | Temporal | temporal_order | What’s the next step after you move further along the street, maintaining altitude and capturing the road, sidewalk, and streetscape? | [
"I rise and move back, revealing a wider view of the residential area and surrounding streets.",
"I descend slightly and approach the street.",
"I continuously rise and recede, providing a wider view of the cityscape.",
"I move further back and slightly to the right, capturing intersections and streets where ... | B | 1 | 0.2 | videos/06526fa3d096d75260cc8f640c059e89e07bf5118e9ec024d6e3dce8379becd3.mp4 | 06526fa3d096d75260cc8f640c059e89e07bf5118e9ec024d6e3dce8379becd3 | 77.066667 | 0.1845 | {
"verdict": "supported",
"keep_reason": "supported"
} | refill | MIT |
S-EMBER_2501 | S-EMBER | temporal | Temporal | temporal_order | Which item did I clean after the cup with a donut on it? | [
"A white plate.",
"A spoon.",
"A measuring cup.",
"A purple bowl.",
"A fork."
] | E | 4 | 0.2 | videos/c91f2408638bb17e2a0b65e702fa0a5b7d189fce6d66b1b265910fb32eacb17c.mp4 | c91f2408638bb17e2a0b65e702fa0a5b7d189fce6d66b1b265910fb32eacb17c | 318.583333 | 0.1849 | {
"verdict": "not_verifiable",
"keep_reason": "not_verifiable_long"
} | refill | CC-BY-NC-4.0 |
SLVMBench_599 | SLVMBench | temporal | Temporal | temporal_order | After the scan has located the deleted file, what is the next step to recover it? | [
"Click the 'Recover' button located in the bottom right corner of the screen.",
"Click the 'Recover' button located in the bottom right corner of the application window.",
"Click the blue 'Recover' button at the bottom right of the interface.",
"Right-click on the file and choose the \"Recover\" option from t... | D | 3 | 0.2 | videos/4a56d03db4a1dfa287b5d2add3dc957ddd5e35b93742c346a89a8fc23fb20cda.mp4 | 4a56d03db4a1dfa287b5d2add3dc957ddd5e35b93742c346a89a8fc23fb20cda | 397.474 | 0.1849 | {
"verdict": "supported",
"keep_reason": "supported"
} | refill | Apache-2.0 |
TempCompass_1056 | TempCompass | temporal | Temporal | temporal_order | Which caption matches the video better? | [
"The 3D house model is being demolished.",
"The 3D house model is being constructed."
] | A | 0 | 0.5 | videos/8d03f4cc62f03cb832738efea64b18851aa4d58d70139e08cb9ce6e13b86e0e4.mp4 | 8d03f4cc62f03cb832738efea64b18851aa4d58d70139e08cb9ce6e13b86e0e4 | 14.866667 | 0.1853 | {
"verdict": "supported",
"keep_reason": "reversed_clip"
} | refill | |
TOC-Bench_656 | TOC-Bench | temporal | Temporal | temporal_localization | Does motorcycles parked ever come back into view in the video? | [
"motorcycles parked never comes back into view",
"motorcycles parked does come back into view"
] | B | 1 | 0.5 | videos/455eac9a0cf51a0f0cec39753e248ac940ecbed6d8f167ce4e534f452e3aac7e.mp4 | 455eac9a0cf51a0f0cec39753e248ac940ecbed6d8f167ce4e534f452e3aac7e | 30.951995 | 0.1863 | {
"verdict": "supported",
"keep_reason": "supported"
} | refill | custom |
K9-Bench_4337 | K9-Bench | temporal | Temporal | temporal_order | Trace the interaction loop that develops after the dog makes repeated incorrect choices in the two-hand guessing game, leading to the human's final comforting gesture. | [
"Dog circles hands with low tail, barks once. Human opens correct hand. Dog places paw on arm, rests head on knee.",
"Dog looks confused, growls softly at empty hand. Human points to correct hand. Dog sits close, leans on lap.",
"Dog nudges empty hand repeatedly, whines softly. Human guides paw to correct hand.... | E | 4 | 0.2 | videos/84c07d4228e4ed28dafdff9e96c89bc3491942e066a559f2a8b3167a9531ec3b.mp4 | 84c07d4228e4ed28dafdff9e96c89bc3491942e066a559f2a8b3167a9531ec3b | 156.850794 | 0.187 | {
"verdict": "supported",
"keep_reason": "supported"
} | refill | CC-BY-NC-4.0 |
S-EMBER_5054 | S-EMBER | temporal | Temporal | speed_duration | What was the duration of time from when I first picked up the stylus to when I began using it on the tablet? | [
"About 4 seconds.",
"About 3 seconds.",
"About 2 seconds.",
"0 seconds (no delay).",
"About 5 seconds."
] | E | 4 | 0.2 | videos/485ab56a0944f6910ec362fcf3eca48a11851194d0f06fe2a1a7665e0614ce4e.mp4 | 485ab56a0944f6910ec362fcf3eca48a11851194d0f06fe2a1a7665e0614ce4e | 443.333333 | 0.1875 | {
"verdict": "not_verifiable",
"keep_reason": "not_verifiable_long"
} | refill | CC-BY-NC-4.0 |
MME-VideoOCR_1396 | MME-VideoOCR | temporal | Temporal | temporal_localization | Find the frame of three large giraffes feeding from buckets on a chain linked fence. Locate the final frame based on the instructions in the image, and answer the following question based on the final frame: Which of the following objects or actions appears in the frame? | [
"giraffe",
"baseball",
"dog",
"pizza"
] | B | 1 | 0.25 | videos/2abe673663f873a4854a1dcd03fd7066c2af570c454cfee622a492118dbe4959.mp4 | 2abe673663f873a4854a1dcd03fd7066c2af570c454cfee622a492118dbe4959 | 7 | 0.1881 | {
"verdict": "supported",
"keep_reason": "supported"
} | refill | CC-BY-NC-4.0 |
S-EMBER_3231 | S-EMBER | temporal | Temporal | action_counting | How many titles on the spine of the book did I point at before opening it? | [
"Two titles.",
"Three titles.",
"Five titles.",
"Four titles.",
"Six titles."
] | E | 4 | 0.2 | videos/e03d4191bba33bd3208ddaacb36d13dd906b3998a94e813e07d32517dfb8eed4.mp4 | e03d4191bba33bd3208ddaacb36d13dd906b3998a94e813e07d32517dfb8eed4 | 344.5 | 0.1883 | {
"verdict": "not_verifiable",
"keep_reason": "not_verifiable_long"
} | refill | CC-BY-NC-4.0 |
S-EMBER_26 | S-EMBER | temporal | Temporal | action_counting | How many times did I dip a brush into the pink paint bottle? | [
"2 times.",
"1 time.",
"4 times.",
"3 times.",
"5 times."
] | E | 4 | 0.2 | videos/9a7a1def3e5f525d04aa45225d0a871ab53369a6782e9e3912fcc386a82adfab.mp4 | 9a7a1def3e5f525d04aa45225d0a871ab53369a6782e9e3912fcc386a82adfab | 352.166667 | 0.1887 | {
"verdict": "not_verifiable",
"keep_reason": "not_verifiable_long"
} | refill | CC-BY-NC-4.0 |
S-EMBER_5932 | S-EMBER | temporal | Temporal | action_counting | How many scoops of powdered sugar have we added into the mixture? | [
"We have added 4 scoops of powdered sugar into the mixture.",
"Three scoops of powdered sugar were added to the mixture.",
"Two scoops of powdered sugar were added into the mixture.",
"Five scoops of powdered sugar were added into the mixture.",
"One scoop of powdered sugar has been added into the mixture."... | D | 3 | 0.2 | videos/f7b1e411ea3639a2531eea5fdcf8bd7d92a88f0122a4a9a70fe53c0aed23af76.mp4 | f7b1e411ea3639a2531eea5fdcf8bd7d92a88f0122a4a9a70fe53c0aed23af76 | 600.416667 | 0.1896 | {
"verdict": "not_verifiable",
"keep_reason": "not_verifiable_long"
} | refill | CC-BY-NC-4.0 |
S-EMBER_8309 | S-EMBER | temporal | Temporal | temporal_order | What steps did I take to make my drink, from when I put the mug on the machine to when I took it off? | [
"You put the mug on the machine, selected the drink type on the touchscreen, chose the cup size, added sugar and a milk shot, and then took the mug off.",
"You placed the mug under the dispenser, selected hot water, added chocolate and vanilla flavor shots, waited for the brewing process to finish, and finally re... | E | 4 | 0.2 | videos/3a9c9cccad1707e9a0dd339efecaea4ca6511368fde3a3c870c2da3808619a10.mp4 | 3a9c9cccad1707e9a0dd339efecaea4ca6511368fde3a3c870c2da3808619a10 | 331.416667 | 0.1896 | {
"verdict": "supported",
"keep_reason": "supported"
} | refill | CC-BY-NC-4.0 |
ScaleLong_1218 | ScaleLong | temporal | Temporal | temporal_order | What did the blogger do after getting a bus ticket? | [
"Went sightseeing",
"Took the bus home",
"Went shopping",
"Went to a restaurant"
] | C | 2 | 0.25 | videos/5665cad1c7e435d2ae6b04b588f7f75a86295a273ca8a770f69f56e2a9db09e2.mp4 | 5665cad1c7e435d2ae6b04b588f7f75a86295a273ca8a770f69f56e2a9db09e2 | 4,275.235011 | 0.1913 | {
"verdict": "supported",
"keep_reason": "supported"
} | refill | unknown |
VideoOdyssey_2182 | VideoOdyssey | temporal | Temporal | temporal_localization | In the second episode featuring Nom Nom, what was Nom Nom doing at the very beginning of the episode? | [
"Swimming",
"Eating ice cream",
"Making a phone call",
"Sitting on a chair"
] | C | 2 | 0.25 | videos/c13dc33985c22aeb8b543be03a53068258dd516d631bd6c5c5ddb1325ac21199.mp4 | c13dc33985c22aeb8b543be03a53068258dd516d631bd6c5c5ddb1325ac21199 | 10,987.401995 | 0.1917 | {
"verdict": "not_verifiable",
"keep_reason": "not_verifiable_long"
} | refill | CC-BY-NC-SA-4.0 |
VideoOdyssey_2653 | VideoOdyssey | temporal | Temporal | temporal_localization | What was the video shooter doing when the background music changed for the first time while cleaning the bedroom? | [
"Wiping the mirror",
"Cleaning potted plants",
"Making the bed",
"Vacuuming the floor"
] | B | 1 | 0.25 | videos/63ad39c88c31ff65186ce37dacd0725fe1849da076b49afcff227b503b7398b6.mp4 | 63ad39c88c31ff65186ce37dacd0725fe1849da076b49afcff227b503b7398b6 | 4,694.772971 | 0.1917 | {
"verdict": "not_verifiable",
"keep_reason": "not_verifiable_long"
} | refill | CC-BY-NC-SA-4.0 |
S-EMBER_7718 | S-EMBER | temporal | Temporal | action_counting | How many times did I use the spoon to take out the liquid from this cup in my hand? | [
"Four times.",
"Three times.",
"Five times.",
"Ten times.",
"One time."
] | D | 3 | 0.2 | videos/d53de0c2f226c848ccbf0dab009e663d4e674ec2908d423e6ecfc8d5622e2b7a.mp4 | d53de0c2f226c848ccbf0dab009e663d4e674ec2908d423e6ecfc8d5622e2b7a | 600 | 0.192 | {
"verdict": "not_verifiable",
"keep_reason": "not_verifiable_long"
} | refill | CC-BY-NC-4.0 |
AoTBench_1733 | AoTBench | temporal | Temporal | temporal_order | What event is shown first in the video? | [
"A big wave is shown",
"Both events happen simultaneously",
"A person is kicking football"
] | B | 1 | 0.333333 | videos/17ec9df8e767a1aad1938df54ac368d24304a2e6ba2968af8d4909ea3c898390.mp4 | 17ec9df8e767a1aad1938df54ac368d24304a2e6ba2968af8d4909ea3c898390 | 3.04 | 0.1933 | {
"verdict": "supported",
"keep_reason": "supported"
} | refill | unknown |
HourVideo_294 | HourVideo | temporal | Temporal | speed_duration | 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? | [
"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 wa... | C | 2 | 0.2 | videos/6b2982f267293817398863fd1e27fd646c5f6456c149b69f1b5d298116ccb768.mp4 | 6b2982f267293817398863fd1e27fd646c5f6456c149b69f1b5d298116ccb768 | 2,783.466667 | 0.1946 | {
"verdict": "not_verifiable",
"keep_reason": "not_verifiable_long"
} | refill | Apache-2.0 |
S-EMBER_1016 | S-EMBER | temporal | Temporal | speed_duration | For how long was I holding the first clothes organizer before I set it down? | [
"About 25 seconds.",
"Around 10 seconds.",
"Roughly 15 seconds.",
"About 6 seconds.",
"About 35 seconds."
] | E | 4 | 0.2 | videos/84f88b31c95156240ec416a9295e387c4f628d7ee1ce467f132f38a1525e4ab1.mp4 | 84f88b31c95156240ec416a9295e387c4f628d7ee1ce467f132f38a1525e4ab1 | 600 | 0.1949 | {
"verdict": "not_verifiable",
"keep_reason": "not_verifiable_long"
} | refill | CC-BY-NC-4.0 |
S-EMBER_3823 | S-EMBER | temporal | Temporal | action_counting | Since I closed the drawer on the nightstand, how many price tags have I touched? | [
"2 price tags.",
"3 price tags.",
"1 price tag.",
"0 price tags.",
"4 price tags."
] | E | 4 | 0.2 | videos/3e151934c2eb70677ccfa6af0a1bb9d62b2a5f7d81df6c4836818c641af63c8d.mp4 | 3e151934c2eb70677ccfa6af0a1bb9d62b2a5f7d81df6c4836818c641af63c8d | 305.666667 | 0.1949 | {
"verdict": "supported",
"keep_reason": "supported"
} | refill | CC-BY-NC-4.0 |
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