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
Video-MME_2455
Video-MME
perception
Perception
perception_hallucination
Which statement about this video is true?
[ "The man eventually reached the top of the 5-layer balance board.", "The entire performance took place in bright daylight, without the sky turning dim.", "At the end of the performance, the man failed to do a handstand.", "There are zoom shots in the entire video." ]
D
3
0.25
videos/fce9fb2707a04e4c5f9be2952d1252a77737dbbf278223852931a212ac1ea882.mp4
fce9fb2707a04e4c5f9be2952d1252a77737dbbf278223852931a212ac1ea882
1,800.428844
0.1684
{ "verdict": "supported", "keep_reason": "supported" }
refill
VideoAds_638
VideoAds
perception
Perception
perception_fine_grained_action
What was the man trying to do before the doves flew to him?
[ "He was attempting to light a cigarette.", "He was trying to open a food bag.", "He was reaching for something in his pocket.", "He was trying to put on his glasses." ]
B
1
0.25
videos/d332a3398b923b7a4a1cc28cfceb76eecf4cb2ad69fd0d7f4826d4bf3e2a4a7e.mp4
d332a3398b923b7a4a1cc28cfceb76eecf4cb2ad69fd0d7f4826d4bf3e2a4a7e
43.653515
0.1684
{ "verdict": "supported", "keep_reason": "supported" }
refill
custom
S-EMBER_2225
S-EMBER
perception
Perception
perception_comparison
How does this bottle compare to the last bottle I picked up?
[ "This bottle differs from the last one because it features a red cap and contains a white substance.", "It looks identical to the last one, as both are small seasoning bottles with similar shapes.", "This is a small spice container, while the previous one was a larger cooking-oil bottle.", "This bottle is a s...
D
3
0.2
videos/d5b176875eb84478f4afa6d036c1f92912a968446c8e6b6780721f62c6861707.mp4
d5b176875eb84478f4afa6d036c1f92912a968446c8e6b6780721f62c6861707
600.166667
0.1686
{ "verdict": "supported", "keep_reason": "supported" }
refill
CC-BY-NC-4.0
HLV-1K_2396
HLV-1K
perception
Perception
perception_comparison
How does the lighting change from the beginning to the end of the scenes described between 743.0 to 803.0 seconds and H to e seconds?
[ "The lighting remains consistently bright throughout both scenes.", "The lighting changes from dim and shadowy to bright and well-lit.", "The lighting changes from bright and well-lit to dim and shadowy.", "The lighting remains consistently dim and shadowy throughout both scenes." ]
D
3
0.25
videos/9437078fef0fea84c4fb3bcf406dc7171a8b4bea416711283f033ba646820761.mp4
9437078fef0fea84c4fb3bcf406dc7171a8b4bea416711283f033ba646820761
2,249.177687
0.1697
{ "verdict": "supported", "keep_reason": "supported" }
refill
MIT
VideoOdyssey_2485
VideoOdyssey
perception
Perception
perception_fine_grained_action
What action did the suspect perform when she first mentioned her son?
[ "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" ]
D
3
0.25
videos/21b69a8ff0a28ac503c398709fe4e4ac895f752ce09d1ac5a95c084c37e0f1b9.mp4
21b69a8ff0a28ac503c398709fe4e4ac895f752ce09d1ac5a95c084c37e0f1b9
5,907.504762
0.1697
{ "verdict": "not_verifiable", "keep_reason": "not_verifiable_long" }
refill
CC-BY-NC-SA-4.0
S-EMBER_6080
S-EMBER
perception
Perception
perception_attribute
What color was the dog's collar?
[ "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." ]
B
1
0.2
videos/e9322c3ec6c797693628cbd462609f22fa5ea9cd7d7cf229dfc04c949a9d115b.mp4
e9322c3ec6c797693628cbd462609f22fa5ea9cd7d7cf229dfc04c949a9d115b
600
0.1709
{ "verdict": "not_verifiable", "keep_reason": "not_verifiable_long" }
refill
CC-BY-NC-4.0
TOC-Bench_245
TOC-Bench
perception
Perception
perception_hallucination
Does black pen ever get fully hidden in the video?
[ "black pen never gets fully hidden", "black pen does get fully hidden" ]
B
1
0.5
videos/a4f7ea63f471be4544743fad8b1a1fd98bc6fc4575cca20b1724d11381b36f0e.mp4
a4f7ea63f471be4544743fad8b1a1fd98bc6fc4575cca20b1724d11381b36f0e
29.525
0.1722
{ "verdict": "supported", "keep_reason": "supported" }
refill
custom
K9-Bench_3141
K9-Bench
perception
Perception
perception_comparison
Examine the dog's behavior and vocalizations when performing a novel physical action (spinning a wheel) versus performing vocalizations when prompted. What accounts for the difference in its cooperativeness?
[ "Dog freezes with tail tuck for wheel spinning, but stands tall with wagging tail for vocal commands.", "Dog vocalizes 'No!' for wheel spinning, but raises paw for vocal commands.", "Dog huffs and ignores wheel, but nudges human's hand for vocal commands.", "Dog shifts weight back and averts gaze for wheel, b...
B
1
0.2
videos/829b96afbdb470128b63d650645f215abc0436cafbd4d49e8025f09d3a564b43.mp4
829b96afbdb470128b63d650645f215abc0436cafbd4d49e8025f09d3a564b43
176.657415
0.1728
{ "verdict": "supported", "keep_reason": "supported" }
refill
CC-BY-NC-4.0
MotionBench_758
MotionBench
perception
Perception
perception_object_misidentify
Did the shooter use any tool to spread paint?
[ "No, poured directly from the bottle", "Yes, a shovel", "Yes, a brush", "No, used fingers" ]
B
1
0.25
videos/156f6f9c28a6c8ff1387e11996862718b9af235b9b00fd14534f523ea05c4a14.mp4
156f6f9c28a6c8ff1387e11996862718b9af235b9b00fd14534f523ea05c4a14
15.648967
0.1728
{ "verdict": "supported", "keep_reason": "supported" }
refill
CC-BY-NC-SA-4.0
Video-MME-v2_2582
Video-MME-v2
perception
Perception
perception_localization
Where was Jimmy's credit card eventually found?
[ "Inside a cut lemon, randomly borrowed from the audience.", "In the innermost small trash can of the trash can on the far right of the stage.", "In host Jimmy's own wallet, which he kept in his back pocket.", "Inside an empty water bottle at the bottom of the white shopping bag that host Jimmy was holding.", ...
E
4
0.125
videos/a6e73c9e6e45ad9f5621f23fd335097f98afeb794402a5c5e8658c561727e245.mp4
a6e73c9e6e45ad9f5621f23fd335097f98afeb794402a5c5e8658c561727e245
380.296417
0.1731
{ "verdict": "supported", "keep_reason": "supported" }
refill
MIT
NaturalBench-Video_1137
NaturalBench-Video
temporal
Temporal
temporal_order
What change is observed?
[ "A seed grows into a young plant.", "A plant becomes a seed." ]
B
1
0.5
videos/bf027637363ac470c06d10da6fc92556a94941919579d1a90f408d0f9fe5c297.mp4
bf027637363ac470c06d10da6fc92556a94941919579d1a90f408d0f9fe5c297
25.9259
0.0008
{ "verdict": "supported", "keep_reason": "supported" }
census_v4
unknown
NaturalBench-Video_1481
NaturalBench-Video
temporal
Temporal
temporal_order
What transformation is occurring in the cocoon?
[ "The insect in the cocoon turns into a butterfly.", "The butterfly turns back into an insect in the cocoon." ]
B
1
0.5
videos/c3f0e1d42943621f292dde75203b6430d87733b61781bdc14760c22e19fbb637.mp4
c3f0e1d42943621f292dde75203b6430d87733b61781bdc14760c22e19fbb637
7.983333
0.0038
{ "verdict": "supported", "keep_reason": "supported" }
census_v4
unknown
AoTBench_5004
AoTBench
temporal
Temporal
temporal_order
Which caption best describes this video?
[ "An orange cat was driven away by the hostess from the suitcase and then lay next to the suitcase to disturb the hostess in packing the clothes.", "The hostess was putting clothes in the suitcase, and her kitten was playing next to her, and then the kitten walked backwards into the suitcase." ]
A
0
0.5
videos/0bc38f25144f6c01f4a100cb6b54e414b1f98edd7333b0a4151af220a6c8f40e.mp4
0bc38f25144f6c01f4a100cb6b54e414b1f98edd7333b0a4151af220a6c8f40e
15.36
0.006
{ "verdict": "supported", "keep_reason": "supported" }
census_v4
unknown
Vinoground_809
Vinoground
temporal
Temporal
temporal_order
Which caption matches this video?
[ "the baby had their head down onto the plate to eat the spaghetti before they put their head back up and smile at the camera", "the baby put their head back up and smile at the camera before they had their head down onto the plate to eat the spaghetti" ]
B
1
0.5
videos/c2241951d0e0ed254814cd4cb49ad11f6e46c4bd04bdace13451a903467ecc66.mp4
c2241951d0e0ed254814cd4cb49ad11f6e46c4bd04bdace13451a903467ecc66
10.01
0.0109
{ "verdict": "supported", "keep_reason": "supported" }
census_v4
Apache-2.0
AoTBench_4733
AoTBench
temporal
Temporal
temporal_order
Which caption best describes this video?
[ "A man clicks on the oven touch screen to adjust the temperature and time of the oven.", "After clicking the start button, the chef continued to operate on the oven screen." ]
B
1
0.5
videos/27cc654cc2ea451de6ea40a643f8e0ed62996629b0b2f1374532f5ad34aba296.mp4
27cc654cc2ea451de6ea40a643f8e0ed62996629b0b2f1374532f5ad34aba296
22.56
0.0121
{ "verdict": "not_verifiable", "keep_reason": "reversed_clip" }
census_v4
unknown
AoTBench_1686
AoTBench
temporal
Temporal
temporal_order
Which event happens before the other?
[ "A building is being constructed happens before a woman is drinking water.", "Both events happen at the same time.", "A woman is drinking water happens before a building is being constructed." ]
B
1
0.333333
videos/fe4352d41a7aa49feefc556b04cbadb5aa49ea9931d05f2783e8f756110f6ced.mp4
fe4352d41a7aa49feefc556b04cbadb5aa49ea9931d05f2783e8f756110f6ced
8.34
0.0131
{ "verdict": "supported", "keep_reason": "supported" }
census_v4
unknown
AoTBench_4873
AoTBench
temporal
Temporal
temporal_order
Which caption best describes this video?
[ "A person opens the door of the washing machine, puts the dirty clothes in, sets the program and presses the start button to start the laundry.", "The washer program is turned off when the laundry finished, the door of the laundry is turned on and clean clothes are taken out." ]
B
1
0.5
videos/74c9bbb3ec95b7a12f4ee5b5cd335f84ec4d132ff2993dd080925227a320ec16.mp4
74c9bbb3ec95b7a12f4ee5b5cd335f84ec4d132ff2993dd080925227a320ec16
16.52
0.0133
{ "verdict": "supported", "keep_reason": "reversed_clip" }
census_v4
unknown
SLVMBench_1281
SLVMBench
temporal
Temporal
temporal_order
What are the next two options to click in order after opening the "System and Security" window to initiate the system image backup process?
[ "First, click on 'Backup and Restore (Windows 7)', and then click on 'Create a system image' in the next window.", "First, click on 'Backup and Restore (Windows 7)', and then on the following screen, click 'Create a system image' from the left-hand menu.", "First, click on 'Backup and Restore (Windows 7)', and ...
E
4
0.2
videos/4a4c90fcd0ca9f35ac5c961fb919e260fc5f4cf73361aba572e563278c8488ff.mp4
4a4c90fcd0ca9f35ac5c961fb919e260fc5f4cf73361aba572e563278c8488ff
155.453
0.0156
{ "verdict": "supported", "keep_reason": "supported" }
census_v4
Apache-2.0
Vinoground_37
Vinoground
temporal
Temporal
temporal_order
Which caption matches this video?
[ "a small drone was on the ground before it is flying into the air under the owner's control", "a small drone was flying into the air before it is on the ground under the owner's control" ]
B
1
0.5
videos/6874997327a89b15db70ad407e7d7a6b643de1494983557395a4d5d33a83c7cc.mp4
6874997327a89b15db70ad407e7d7a6b643de1494983557395a4d5d33a83c7cc
10.043367
0.0163
{ "verdict": "supported", "keep_reason": "supported" }
census_v4
Apache-2.0
AoTBench_5337
AoTBench
temporal
Temporal
temporal_order
Which caption best describes this video?
[ "The scattered dollars in gold and green slowly gather into a large ball against a white background.", "There's a big ball of dollar signs broken down piece by piece." ]
B
1
0.5
videos/812f2e96150baaa80f3420be8c212ac811dcf1a9597488deb4387eafe2a40344.mp4
812f2e96150baaa80f3420be8c212ac811dcf1a9597488deb4387eafe2a40344
16.24
0.0176
{ "verdict": "supported", "keep_reason": "reversed_clip" }
census_v4
unknown
Vinoground_470
Vinoground
temporal
Temporal
temporal_order
Which caption matches this video?
[ "the worker's whole body can be seen sewing a shoe before only his hands can be seen", "only the worker's hands can be seen sewing a shoe before his whole body can be seen" ]
A
0
0.5
videos/3c0b90ca01ea398ec6f8e32577989985e1e29bba35751d08b573a92cf5760790.mp4
3c0b90ca01ea398ec6f8e32577989985e1e29bba35751d08b573a92cf5760790
8
0.0185
{ "verdict": "supported", "keep_reason": "supported" }
census_v4
Apache-2.0
TimeBlind_1776
TimeBlind
temporal
Temporal
temporal_localization
When do the boy and girl start chatting?
[ "They start chatting as soon as the girl sits on the sofa.", "They start chatting sometime after the girl sits on the sofa." ]
A
0
0.5
videos/8ecf6c2985884cdb8474804ad8c300b6e016e236b419a0b43c3bf9ef4a916723.mp4
8ecf6c2985884cdb8474804ad8c300b6e016e236b419a0b43c3bf9ef4a916723
7.233333
0.0187
{ "verdict": "supported", "keep_reason": "supported" }
census_v4
unknown
AoTBench_5356
AoTBench
temporal
Temporal
temporal_order
Which caption best describes this video?
[ "A headlight incandescent lamp is mounted on a strip and then covered with a metal lid.", "A man removes a metal lid and then removes a clear light bulb inside." ]
A
0
0.5
videos/d5303f16b1d03754d1dd68479af91ce6915326129586041cd5271d7f65aa7b15.mp4
d5303f16b1d03754d1dd68479af91ce6915326129586041cd5271d7f65aa7b15
28.528529
0.0206
{ "verdict": "supported", "keep_reason": "supported" }
census_v4
unknown
AoTBench_1618
AoTBench
temporal
Temporal
temporal_order
Which sentence better captures the essence of the video?
[ "The pink flowers are turning from full blossom to withered.", "The pink flowers are turning from withered to full blossom." ]
B
1
0.5
videos/a2c4d9379fd8266c3bddc57d3e3841e2596ac7526faedeebdc9d13bb7b148272.mp4
a2c4d9379fd8266c3bddc57d3e3841e2596ac7526faedeebdc9d13bb7b148272
10.84
0.0237
{ "verdict": "supported", "keep_reason": "supported" }
census_v4
unknown
AoTBench_4093
AoTBench
temporal
Temporal
temporal_order
Which caption best describes this video?
[ "The screen appeared Searching Files, and then suddenly changed to a red error screen.", "A wrong picture appeared on the screen, and then it turned green again Searching Files Progress." ]
B
1
0.5
videos/08fc48d3b671e001f617e3d2281d1ed0b1bff66ad83aee241ba389994053c263.mp4
08fc48d3b671e001f617e3d2281d1ed0b1bff66ad83aee241ba389994053c263
19.388005
0.0315
{ "verdict": "supported", "keep_reason": "reversed_clip" }
census_v4
unknown
AoTBench_5449
AoTBench
temporal
Temporal
temporal_order
Which caption best describes this video?
[ "A man was sitting on a low bench and repairing a speaker cable with a screwdriver, and after repairing it, he closed the mouth of the speaker cable.", "After the man sitting on the low bench divided the speaker cord into two parts, he began to repair the speaker cord with screws." ]
B
1
0.5
videos/168c6b5408c9b7394a07a69da48c38080043c186a6b286e4d5b531211b8fce47.mp4
168c6b5408c9b7394a07a69da48c38080043c186a6b286e4d5b531211b8fce47
17.762993
0.0364
{ "verdict": "contradicted", "keep_reason": "reversed_clip" }
census_v4
unknown
AoTBench_4344
AoTBench
temporal
Temporal
temporal_order
Which caption best describes this video?
[ "A lady smiles at the open carton and then closes it slowly.", "After opening the cardboard box in front of her, the lady was all smiles." ]
A
0
0.5
videos/4633bcc161d79b32ba06ca7cd9a7f0d462b3f4dfd466b65e98e39dd7828987e6.mp4
4633bcc161d79b32ba06ca7cd9a7f0d462b3f4dfd466b65e98e39dd7828987e6
20.395375
0.0365
{ "verdict": "supported", "keep_reason": "supported" }
census_v4
unknown
Vinoground_381
Vinoground
temporal
Temporal
temporal_order
Which caption matches this video?
[ "a girl scoops some of the cake before she eats it", "a girl eats some of the cake before she scoops it" ]
B
1
0.5
videos/9d50a85e9f6ef3392aaaebcccf9a6ded64be51f077d9399c073726d2a650b60f.mp4
9d50a85e9f6ef3392aaaebcccf9a6ded64be51f077d9399c073726d2a650b60f
8
0.038
{ "verdict": "supported", "keep_reason": "supported" }
census_v4
Apache-2.0
UrbanVideo-Bench_4149
UrbanVideo-Bench
temporal
Temporal
speed_duration
Which one takes you longer: rising from the starting position to mid-air or finally rising to the height of the balcony?
[ "It takes me longer to rise from my starting position to mid-air than it does to finally rise to balcony height.", "It takes me less time to rise from my starting position to mid-air than to finally rise to the height of the balcony.", "It takes me the same amount of time to rise from my starting position to mi...
C
2
0.333333
videos/bfa03bd37118019adbe1b16c04215baac3645573d24faef5b6e8f062e03b8a10.mp4
bfa03bd37118019adbe1b16c04215baac3645573d24faef5b6e8f062e03b8a10
85.6
0.0397
{ "verdict": "not_verifiable", "keep_reason": "not_verifiable_long" }
census_v4
MIT
AoTBench_4405
AoTBench
temporal
Temporal
temporal_order
Which caption best describes this video?
[ "The woman in brown wore a white mask, then she pushed the glasses to her forehead and adjusted her hair.", "The woman took off the mask and sunglasses to breathe fresh air and then put the sunglasses on again." ]
B
1
0.5
videos/208ac0199b2a4d7f2eb822640bf77974d72f6410756202682bb9acad5ed4c7bb.mp4
208ac0199b2a4d7f2eb822640bf77974d72f6410756202682bb9acad5ed4c7bb
16.46
0.0398
{ "verdict": "contradicted", "keep_reason": "reversed_clip" }
census_v4
unknown
AoTBench_1682
AoTBench
temporal
Temporal
temporal_order
Which sentence better captures the essence of the video?
[ "The sun is moving upwards.", "The sun is moving downwards." ]
A
0
0.5
videos/0aeac359dd42e0afd11c22b8917e5aed5e321ae7adb023b1f52e7f272ffe6c56.mp4
0aeac359dd42e0afd11c22b8917e5aed5e321ae7adb023b1f52e7f272ffe6c56
24.72
0.0417
{ "verdict": "supported", "keep_reason": "reversed_clip" }
census_v4
unknown
Vinoground_412
Vinoground
temporal
Temporal
temporal_order
Which caption matches this video?
[ "a train can be seen driving into the open air from the tunnel", "a train can be seen driving into the tunnel from the open air" ]
A
0
0.5
videos/5ba24a6524ad38e02475a70b3fa36ccac8d43b41c5b60d6c9467ed4146f3b866.mp4
5ba24a6524ad38e02475a70b3fa36ccac8d43b41c5b60d6c9467ed4146f3b866
20
0.0428
{ "verdict": "supported", "keep_reason": "supported" }
census_v4
Apache-2.0
Vinoground_907
Vinoground
temporal
Temporal
temporal_order
Which caption matches this video?
[ "a man holds a piece of wire in his hands without doing anything before he tries to wrap that around an old cellphone battery", "a man tries to wrap a piece of wire around an old cellphone battery before he holds that in his hands without doing anything" ]
B
1
0.5
videos/c6ce7dcbd39acc424b3c22d3996cd8785ca3253e7eb2ce15b17a78219a04fcf4.mp4
c6ce7dcbd39acc424b3c22d3996cd8785ca3253e7eb2ce15b17a78219a04fcf4
15.015
0.0431
{ "verdict": "supported", "keep_reason": "supported" }
census_v4
Apache-2.0
S-EMBER_3809
S-EMBER
temporal
Temporal
temporal_order
What were the last five steps I took to apply the press-on nails?
[ "You filed your natural nails to smooth them, applied nail glue to the false tips, placed the press-on nails onto your fingers, pressed them down firmly to secure, and adjusted their fit.", "You applied an adhesive glue to the press-on nail, placed it onto your natural nail, cured the hand under a UV lamp, filed ...
E
4
0.2
videos/a8f8acdb05b964306c5331735cc00b434ba8c09d56778a5fffc1faf30a0ce5bf.mp4
a8f8acdb05b964306c5331735cc00b434ba8c09d56778a5fffc1faf30a0ce5bf
600
0.0471
{ "verdict": "not_verifiable", "keep_reason": "not_verifiable_long" }
census_v4
CC-BY-NC-4.0
AoTBench_5673
AoTBench
temporal
Temporal
temporal_order
Which caption best describes this video?
[ "A person closes the cleaning fluid box, puts dirty clothers in laundry machine, sets the program and turns on the machine to start cleaning.", "A person pushes buttons, turns off the laundry machine, takes away the blue clothes and opens the cleaning fliud box." ]
B
1
0.5
videos/599109bceee345aa3a2816f426830e6528c136e73cd5a265e18da932291f989f.mp4
599109bceee345aa3a2816f426830e6528c136e73cd5a265e18da932291f989f
22.08
0.048
{ "verdict": "supported", "keep_reason": "reversed_clip" }
census_v4
unknown
MMWorld_864
MMWorld
temporal
Temporal
temporal_order
What do the players perform before performing double salto backward tucked?
[ "Before performing double salto backward tucked, the players perform a round-off followed by a back handspring.", "Before performing double salto backward tucked, the players perform a round-off back handspring.", "2 turn in tuck stand on one leg, free leg straight throughout turn", "The players perform a rou...
C
2
0.25
videos/d33e78b90385bcbe57271fe24145622f0f266da80effd09fa503dd66af3d902e.mp4
d33e78b90385bcbe57271fe24145622f0f266da80effd09fa503dd66af3d902e
101
0.048
{ "verdict": "not_verifiable", "keep_reason": "not_verifiable_long" }
census_v4
AoTBench_3993
AoTBench
temporal
Temporal
temporal_order
Which caption best describes this video?
[ "A bald white man was singing and then took off his black sunglasses at a night club.", "The black sunglasses were put on by the bald white man in the club." ]
B
1
0.5
videos/e083d1d0e9e8d7c0d660d46a4294ddb44220b0d8a38807bce8add4632f3b8495.mp4
e083d1d0e9e8d7c0d660d46a4294ddb44220b0d8a38807bce8add4632f3b8495
17.017
0.0498
{ "verdict": "supported", "keep_reason": "reversed_clip" }
census_v4
unknown
SLVMBench_1884
SLVMBench
temporal
Temporal
temporal_order
After knowing the function of pivot table, what is the first step to begin creating it?
[ "Select your data range.", "Open the Insert tab.", "Choose a data source.", "Name your pivot table.", "Clean your table." ]
E
4
0.2
videos/92de3c2ddcf1022b671a5951fbda44159dd90de1cfac124c832af82315117864.mp4
92de3c2ddcf1022b671a5951fbda44159dd90de1cfac124c832af82315117864
558.582
0.0502
{ "verdict": "supported", "keep_reason": "supported" }
census_v4
Apache-2.0
S-EMBER_1634
S-EMBER
temporal
Temporal
speed_duration
How long did I hold the Philips VoiceTracer Audio Recorder before putting it back on the rack?
[ "You held the Philips VoiceTracer Audio Recorder for 15 seconds before returning it to the display rack.", "You held the Philips VoiceTracer Audio Recorder for approximately 4 seconds before putting it back on the rack.", "You held the Philips VoiceTracer Audio Recorder for approximately 12 seconds before putti...
E
4
0.2
videos/24b023e3add6aee2fc5038099e694872cfecc7c69ab00fa339d6a40c93902fb2.mp4
24b023e3add6aee2fc5038099e694872cfecc7c69ab00fa339d6a40c93902fb2
317.75
0.0518
{ "verdict": "supported", "keep_reason": "supported" }
census_v4
CC-BY-NC-4.0
HLV-1K_5939
HLV-1K
temporal
Temporal
temporal_order
What happens after the historical scenes showing a towering rocket on a launch pad and significant events from NASA's historical archives?
[ "The video transitions to a NASA press conference or briefing with six individuals seated behind a long desk.", "The video shows a detailed shot of the shuttle Endeavour docked alongside a space station module.", "The video displays a blue screen featuring prominent text and logos related to a NASA event.", "...
B
1
0.25
videos/4707b6677b36c3bcd87eb77c5392b903b2347755ff9ca914e7471e0597c20ed7.mp4
4707b6677b36c3bcd87eb77c5392b903b2347755ff9ca914e7471e0597c20ed7
3,235.073741
0.0527
{ "verdict": "supported", "keep_reason": "supported" }
census_v4
MIT
SLVMBench_169
SLVMBench
temporal
Temporal
temporal_order
After warping the loom with the vertical threads, what are the next two major steps?
[ "Swivel the hooks to raise every other warp thread,and then weave the horizontal threads (weft) through the opening.", "Flip the hooks to raise alternating vertical threads ,and then begin weaving the weft threads through the warp.", "Weave the horizontal threads (weft) across the warp,and then flip the hooks t...
E
4
0.2
videos/8f06aa2e9776fc9a76c0dac902e4ba9298571b0da3ce78e8621d94908a1c3896.mp4
8f06aa2e9776fc9a76c0dac902e4ba9298571b0da3ce78e8621d94908a1c3896
42.372
0.0534
{ "verdict": "supported", "keep_reason": "supported" }
census_v4
Apache-2.0
Vinoground_238
Vinoground
temporal
Temporal
temporal_order
Which caption matches this video?
[ "the man was landed before he is in the air gliding down", "the man was in the air gliding down before he is landed" ]
A
0
0.5
videos/b8f5985212fb37063b513ce28b0cbe41b0b2e3af4f9d2dcedd8adb86edd0d4e3.mp4
b8f5985212fb37063b513ce28b0cbe41b0b2e3af4f9d2dcedd8adb86edd0d4e3
10.043367
0.0545
{ "verdict": "supported", "keep_reason": "supported" }
census_v4
Apache-2.0
AoTBench_4637
AoTBench
temporal
Temporal
temporal_order
Which caption best describes this video?
[ "A white sheet of ice melts and then some yellow and red flowers appear underneath.", "Yellow and red flowers grow in the sun, and then ice slowly forms next to the flowers covering them." ]
B
1
0.5
videos/f7c40785975d6e68ed7eed2696ea0cc5adc071b9aec2a6bd6506b78afe963048.mp4
f7c40785975d6e68ed7eed2696ea0cc5adc071b9aec2a6bd6506b78afe963048
20.1
0.0553
{ "verdict": "supported", "keep_reason": "reversed_clip" }
census_v4
unknown
VideoOdyssey_2032
VideoOdyssey
temporal
Temporal
temporal_order
In the video, what is the first thing the second person who falls because of a trash can does after falling?
[ "Call Karen over to help", "Lying on the ground motionless", "Quickly getting up to look around", "Getting up and then righting the trash can" ]
A
0
0.25
videos/676960e2d85efd1eab96503d59c27ce0399c8261e897e4c95e5dd53a123df6c0.mp4
676960e2d85efd1eab96503d59c27ce0399c8261e897e4c95e5dd53a123df6c0
6,248.92
0.0574
{ "verdict": "not_verifiable", "keep_reason": "not_verifiable_long" }
census_v4
CC-BY-NC-SA-4.0
TimeBlind_2144
TimeBlind
temporal
Temporal
temporal_order
Which ending pattern matches the video?
[ "Both strips turn off at the same time.", "The bottom strip stays on after the top strip turns off." ]
A
0
0.5
videos/c14bc7505be58bd12c9f86eb4695d38db52c2358092c12fe3b341cd72618dbc7.mp4
c14bc7505be58bd12c9f86eb4695d38db52c2358092c12fe3b341cd72618dbc7
11.966667
0.0599
{ "verdict": "supported", "keep_reason": "supported" }
census_v4
unknown
TempCompass_1067
TempCompass
temporal
Temporal
temporal_order
Which caption matches the video better?
[ "The insect is transforming from butterfly into pupa.", "The insect is transforming from pupa into butterfly." ]
A
0
0.5
videos/05148746f0852f5b5fa4c07efa712c12ffad80a6575cd3a92ff1887dd3802f7b.mp4
05148746f0852f5b5fa4c07efa712c12ffad80a6575cd3a92ff1887dd3802f7b
10
0.0632
{ "verdict": "supported", "keep_reason": "reversed_clip" }
census_v4
AoTBench_4767
AoTBench
temporal
Temporal
temporal_order
Which caption best describes this video?
[ "A person plugs a piece of black hardware into a retro game console and turns it on by flicking three buttons on the front with his finger.", "One hand swings the three buttons on the retro game console, then unplugs the black hardware plugged in to turn it off." ]
B
1
0.5
videos/eabce83b8e2da54e40bccd3b78bd2e7b6d2b0fd95db28936ea32349c2d251108.mp4
eabce83b8e2da54e40bccd3b78bd2e7b6d2b0fd95db28936ea32349c2d251108
15.015015
0.0656
{ "verdict": "supported", "keep_reason": "reversed_clip" }
census_v4
unknown
VideoEspresso_120
VideoEspresso
temporal
Temporal
temporal_order
What sequence of events led the baby dinosaur to witness a fight between two large dinosaurs?
[ "The baby dinosaur was resting under a shady tree when it was startled by the distant roar of a waterfall. Curious and a bit uneasy, it wandered toward the sound and encountered two giant dinosaurs in the midst of a confrontation.", "The baby dinosaur was startled by a charging rhino's noise, then faced an alliga...
B
1
0.25
videos/b48e9f9044bbfde20ecb6a2718abea5f7d39a0816f5fc563727054e8d79e9bec.mp4
b48e9f9044bbfde20ecb6a2718abea5f7d39a0816f5fc563727054e8d79e9bec
24
0.0709
{ "verdict": "supported", "keep_reason": "supported" }
census_v4
Apache-2.0
Vinoground_673
Vinoground
temporal
Temporal
temporal_order
Which caption matches this video?
[ "the young boy dips the bubble wand in the special liquid before he blows it to make bubbles", "the young boy blows the bubble wand to make bubbles before he dips it in the special liquid" ]
B
1
0.5
videos/bdfafcfa99e9cfc966b5c27f21fc6905ed4cadb3c64e4fec4fa00be32a16312b.mp4
bdfafcfa99e9cfc966b5c27f21fc6905ed4cadb3c64e4fec4fa00be32a16312b
6.05322
0.0718
{ "verdict": "supported", "keep_reason": "supported" }
census_v4
Apache-2.0
AoTBench_4283
AoTBench
temporal
Temporal
temporal_order
Which caption best describes this video?
[ "The girl with black hair helped the boy in blue clothes out of the wheelchair, and the boy sat on the lawn playing guitar.", "The boy put down his guitar, and the black-haired girl helped the boy in blue clothes up and sat in a wheelchair." ]
B
1
0.5
videos/2f3a603ce8a36ef2ade754503b565e2d1de8696143ff49eab38a2d108fb40bd2.mp4
2f3a603ce8a36ef2ade754503b565e2d1de8696143ff49eab38a2d108fb40bd2
28.42
0.0733
{ "verdict": "supported", "keep_reason": "reversed_clip" }
census_v4
unknown
S-EMBER_364
S-EMBER
temporal
Temporal
temporal_order
What was the first chess piece I picked up and moved?
[ "The first piece you picked up and moved was the white pawn at c2.", "The first piece you picked up and moved was a pawn from the bottom row.", "The first piece you picked up and moved was the pawn on the e2 square.", "The first piece you picked up and moved was the white Queen's pawn.", "The first piece yo...
E
4
0.2
videos/4243ae36015baefa173c1ad8380df3f19a81151d75d3135bed568ae7ba7527c4.mp4
4243ae36015baefa173c1ad8380df3f19a81151d75d3135bed568ae7ba7527c4
600.083333
0.0733
{ "verdict": "not_verifiable", "keep_reason": "not_verifiable_long" }
census_v4
CC-BY-NC-4.0
SLVMBench_1062
SLVMBench
temporal
Temporal
temporal_order
After filling the gap and wiping away the dust, what's the next step?
[ "Let the filled area dry completely.", "Smooth the joint with a rubber tool.", "Apply sealant over the repaired gap.", "Remove excess grout gently.", "Use a paintbrush to imitate the original pattern." ]
E
4
0.2
videos/607ba8af0243b21cee25272e0bcb084ddd435ce0af2f25b89450beea801b0b46.mp4
607ba8af0243b21cee25272e0bcb084ddd435ce0af2f25b89450beea801b0b46
24.191
0.0733
{ "verdict": "supported", "keep_reason": "supported" }
census_v4
Apache-2.0
AoTBench_4291
AoTBench
temporal
Temporal
temporal_order
Which caption best describes this video?
[ "As a businessman opens his two palms, a virtual key appears above his palms.", "A moment later, a virtual key above a businessman' palms disappears and the man retracts his hands." ]
B
1
0.5
videos/18c3c23d2571ff3450f59747c9f4905c14447ba0e91eef9e63b99b78e20f531a.mp4
18c3c23d2571ff3450f59747c9f4905c14447ba0e91eef9e63b99b78e20f531a
15.8
0.0734
{ "verdict": "supported", "keep_reason": "reversed_clip" }
census_v4
unknown
AoTBench_4433
AoTBench
temporal
Temporal
temporal_order
Which caption best describes this video?
[ "First, a deserted place, and then a man takes a mobile phone out of his bag and picks it up.", "A man hangs up his mobile phone and then puts it in his bag and can see a deserted place." ]
B
1
0.5
videos/aa944b0c698e8ba83ae5980497e07dd47ed450ccdf3f44feff6c197abc4d5d5e.mp4
aa944b0c698e8ba83ae5980497e07dd47ed450ccdf3f44feff6c197abc4d5d5e
16.48
0.0754
{ "verdict": "supported", "keep_reason": "reversed_clip" }
census_v4
unknown
K9-Bench_2081
K9-Bench
temporal
Temporal
temporal_order
Describe the sequence of interactions and the dog's specific behaviors that led to the baby crying and being taken away, highlighting the triggers and reactions involved.
[ "Approaches cautiously, sniffs hand, shifts weight, whines, baby cries and is removed.", "Approaches enthusiastically, rolls over, sits up, barks once, baby cries and is removed.", "Approaches eagerly, nudges leg, ducks head, yips sharply, baby cries and is removed.", "Approaches curiously, wags tail, stands ...
B
1
0.2
videos/3abf26c965f9bc1f82188585597d35fdf1886942dd29576839cfe27c10f46e74.mp4
3abf26c965f9bc1f82188585597d35fdf1886942dd29576839cfe27c10f46e74
266.19356
0.077
{ "verdict": "supported", "keep_reason": "supported" }
census_v4
CC-BY-NC-4.0
Video-MME-v2_1611
Video-MME-v2
temporal
Temporal
temporal_order
In a secretary's office interview scenario, which of the following sequences of events is correct?
[ "Kevin enters the office → Allison enters the office → Secretary enters the office → Kevin is hired → Allison leaves the office.", "Allison enters the office → Kevin enters the office → Secretary enters the office → Allison is hired → Allison leaves the office.", "Kevin enters the office → Allison enters the of...
E
4
0.125
videos/b61feff1f80bd6db7d1702df77230f7762f956df47a9e2cc7e26b67f554a09b5.mp4
b61feff1f80bd6db7d1702df77230f7762f956df47a9e2cc7e26b67f554a09b5
842.443175
0.0785
{ "verdict": "not_verifiable", "keep_reason": "not_verifiable_long" }
census_v4
MIT
GUI-World_3228
GUI-World
temporal
Temporal
temporal_order
Which action is performed first in the video sequence?
[ "The Google homepage is refreshed.", "A 'New Tab' is opened.", "The 'New Tab' is closed.", "The mouse cursor moves to the address bar." ]
C
2
0.25
videos/62f298c2dc4197fb3ca167f51ba5262c82ff0a3bfba3a15ad3b330865809c91a.mp4
62f298c2dc4197fb3ca167f51ba5262c82ff0a3bfba3a15ad3b330865809c91a
7.333333
0.0791
{ "verdict": "supported", "keep_reason": "supported" }
census_v4
unknown
ALLVB_1040
ALLVB
temporal
Temporal
action_counting
How many times does Nicholas express his desire to leave the hospital in the meeting room scene?
[ "Once", "Twice", "Three times", "Four times", "Five times" ]
E
4
0.2
videos/46e8a4d072d16a49671a60783ca54aaf564132e31f833bdef0aa10a9cf2e1b77.mp4
46e8a4d072d16a49671a60783ca54aaf564132e31f833bdef0aa10a9cf2e1b77
7,364.778
0.0802
{ "verdict": "not_verifiable", "keep_reason": "not_verifiable_long" }
census_v4
CC-BY-NC-SA-4.0
AoTBench_5409
AoTBench
temporal
Temporal
temporal_order
Which caption best describes this video?
[ "In a bright call center, a middle-aged white man wearing headphones was talking to a customer, and finally, he looked at the camera with a smile.", "A middle-aged white man with a beard was sitting in the office, wearing headphones and looking at the camera with a smile, and then he started working busy talking ...
B
1
0.5
videos/accced4066d68f32347ce4c00d874ef6d06f510fe18e8b4be0a8383af9187576.mp4
accced4066d68f32347ce4c00d874ef6d06f510fe18e8b4be0a8383af9187576
27.88
0.0815
{ "verdict": "supported", "keep_reason": "reversed_clip" }
census_v4
unknown
AoTBench_4863
AoTBench
temporal
Temporal
temporal_order
Which caption best describes this video?
[ "A pair of hands with red fingernails opens the zipper of a pair of jeans, then an animated spiral rotating anticlockwise is revealed.", "There is an animated spiral rotating clockwise, then an pair of jeans appears and the jeans is closed by a pair of hands with red fingernails." ]
B
1
0.5
videos/3e9e5bced9fcb236a3870f86aa9ecde81fb3292ad77f5ac76639ac59d73d6561.mp4
3e9e5bced9fcb236a3870f86aa9ecde81fb3292ad77f5ac76639ac59d73d6561
15
0.0831
{ "verdict": "supported", "keep_reason": "reversed_clip" }
census_v4
unknown
S-EMBER_9411
S-EMBER
temporal
Temporal
temporal_order
After I picked up the silver measuring spoon, what did I do next?
[ "You used the spoon to scoop some butter and added it to the pan.", "You placed the spoon on the counter and poured oil into the pan.", "You used the spoon to scoop and measure an ingredient from a bag.", "You used the spoon to press down on the food in the pan.", "You filled the spoon with water and emptie...
E
4
0.2
videos/d7ba43de4e2728c2746624a757868fcd11b59bd4395471473c040c23dc2f9c42.mp4
d7ba43de4e2728c2746624a757868fcd11b59bd4395471473c040c23dc2f9c42
599.916667
0.0842
{ "verdict": "not_verifiable", "keep_reason": "not_verifiable_long" }
census_v4
CC-BY-NC-4.0
AoTBench_4808
AoTBench
temporal
Temporal
temporal_order
Which caption best describes this video?
[ "At dawn, a large hot air balloon inflates for its first flight, extinguishing its flames and instantly plunging into darkness.", "In the darkness, the flames on a large hot air balloon light up, illuminating the wilderness in the morning." ]
A
0
0.5
videos/6d3f43dfd491e70765fe9fbe071a5a6d26a2c935259a200f5a044ab755d17a55.mp4
6d3f43dfd491e70765fe9fbe071a5a6d26a2c935259a200f5a044ab755d17a55
20.92
0.0845
{ "verdict": "supported", "keep_reason": "supported" }
census_v4
unknown
Vinoground_282
Vinoground
temporal
Temporal
temporal_order
Which caption matches this video?
[ "the chef pours eggs into the battered butter before he grabs a bowl of them", "the chef grabs a bowl of eggs before he pours them into the battered butter" ]
A
0
0.5
videos/f428b467be130fbed62cdeff69f44c22f82f8b5623a16eac6f1eb1e91a4dda18.mp4
f428b467be130fbed62cdeff69f44c22f82f8b5623a16eac6f1eb1e91a4dda18
6
0.0845
{ "verdict": "supported", "keep_reason": "supported" }
census_v4
Apache-2.0
Vinoground_333
Vinoground
temporal
Temporal
temporal_order
Which caption matches this video?
[ "a person takes a piece of contact lens from the container before he puts one into his eye", "a person puts a piece of contact lens into his eye before he takes one from the container" ]
B
1
0.5
videos/ef1ce3eb1ba2c72214311cf7d77fd60fc2707811b98a403c404e1674d3d91678.mp4
ef1ce3eb1ba2c72214311cf7d77fd60fc2707811b98a403c404e1674d3d91678
15
0.0845
{ "verdict": "supported", "keep_reason": "supported" }
census_v4
Apache-2.0
Vinoground_937
Vinoground
temporal
Temporal
temporal_order
Which caption matches this video?
[ "a young girl folds a piece of clothing before she puts one in the suitcase", "a young girl puts a piece of clothing in the suitcase before she folds one" ]
B
1
0.5
videos/692478749a56070af1404badd147b2b47f8a5409dd583b801179ce70a4592176.mp4
692478749a56070af1404badd147b2b47f8a5409dd583b801179ce70a4592176
7.016137
0.0845
{ "verdict": "supported", "keep_reason": "supported" }
census_v4
Apache-2.0
AoTBench_5380
AoTBench
temporal
Temporal
temporal_order
Which caption best describes this video?
[ "A young man in yellow fur was drinking coffee and reading a book in the park, he touched his chin and took a sip of coffee.", "On a sunny day, the man sat leisurely on the grass and read a book, then he took a sip of coffee and touched his chin." ]
A
0
0.5
videos/52baddb23da013bca4cb1b6740a1c2a97c4602ba53b6ba6d7a19405fe093a5cc.mp4
52baddb23da013bca4cb1b6740a1c2a97c4602ba53b6ba6d7a19405fe093a5cc
19.1191
0.0855
{ "verdict": "supported", "keep_reason": "supported" }
census_v4
unknown
TOC-Bench_289
TOC-Bench
temporal
Temporal
temporal_localization
Does magnets on fridge ever leave the frame in the video?
[ "magnets on fridge does leave the frame", "magnets on fridge never leave the frame" ]
A
0
0.5
videos/933bde101f8bb67659db1dc5a88a66f554e6571b2b99d084fb5da31136158ae9.mp4
933bde101f8bb67659db1dc5a88a66f554e6571b2b99d084fb5da31136158ae9
35.549002
0.0855
{ "verdict": "supported", "keep_reason": "supported" }
census_v4
custom
AoTBench_5365
AoTBench
temporal
Temporal
temporal_order
Which caption best describes this video?
[ "A hand presses the power button to open dishwasher, then presses other buttons for operating the dishwasher.", "Some buttons of dishwasher are pressed by a hand, then the power button is pressed and the dishwasher is closed." ]
B
1
0.5
videos/2eb432dacc2308ee87dd4849c02d59d49650b76b4430b5347a0960cecd255e8c.mp4
2eb432dacc2308ee87dd4849c02d59d49650b76b4430b5347a0960cecd255e8c
25.36
0.0872
{ "verdict": "supported", "keep_reason": "reversed_clip" }
census_v4
unknown
ALLVB_1528
ALLVB
temporal
Temporal
temporal_localization
What are the landmark scenes that mark the beginning and end of the event where the girls drive to school?
[ "The girls leaving the house and arriving at school", "The girls getting into the car and parking at school", "The girls honking the horn and walking down the school hallway", "The girls saying goodbye to their parents and entering the school building", "The girls starting the car and turning off the engine...
C
2
0.2
videos/867684dc5577d0fcf5426cd916edbedf26eb1a9f1f614c6f73d1aa440dce743b.mp4
867684dc5577d0fcf5426cd916edbedf26eb1a9f1f614c6f73d1aa440dce743b
6,479.514708
0.0886
{ "verdict": "not_verifiable", "keep_reason": "not_verifiable_long" }
census_v4
CC-BY-NC-SA-4.0
S-EMBER_6395
S-EMBER
temporal
Temporal
speed_duration
How long was the knight out of its slot before I returned it?
[ "The knight was out of its slot for roughly 5 seconds before you put it back.", "The knight was out of its slot for less than a second before being returned.", "The knight was out of its slot for approximately 2 seconds before being returned.", "The knight was out of its slot for approximately 10 seconds befo...
E
4
0.2
videos/9e7377332963ac787bc27ad1bf4dda56a786bad2bf88757496d9502027efcf6c.mp4
9e7377332963ac787bc27ad1bf4dda56a786bad2bf88757496d9502027efcf6c
584
0.0897
{ "verdict": "not_verifiable", "keep_reason": "not_verifiable_long" }
census_v4
CC-BY-NC-4.0
ALLVB_14547
ALLVB
temporal
Temporal
temporal_localization
How does the video transition from the Capulet mansion to the beach scene?
[ "Through a fade-out and fade-in effect.", "Through a time-lapse shot of the mansion.", "Through a direct cut with a sound bridge.", "Through a dissolve effect.", "Through a split-screen transition." ]
B
1
0.2
videos/073f7608d3f6492059704ffd164e4fb92a3d862a9e351e4d958e8ec1bcdbd93e.mp4
073f7608d3f6492059704ffd164e4fb92a3d862a9e351e4d958e8ec1bcdbd93e
7,210.666
0.0906
{ "verdict": "not_verifiable", "keep_reason": "not_verifiable_long" }
census_v4
CC-BY-NC-SA-4.0
S-EMBER_3042
S-EMBER
temporal
Temporal
action_counting
After seasoning the food, how many times did I take the spoon out of the pot?
[ "You took the spoon out of the pot 3 times after seasoning the ingredients.", "You lifted the spoon out of the pot twice after seasoning the contents.", "You lifted the spoon out of the pot 4 times after you seasoned the food.", "You took the spoon out of the pot exactly once after adding the seasoning.", "...
E
4
0.2
videos/7c7b1e3dca8c5a6a23b5b7df8b3014fdef6eb2202170f487481759b428b38413.mp4
7c7b1e3dca8c5a6a23b5b7df8b3014fdef6eb2202170f487481759b428b38413
600
0.0921
{ "verdict": "not_verifiable", "keep_reason": "not_verifiable_long" }
census_v4
CC-BY-NC-4.0
ReXTime_230
ReXTime
temporal
Temporal
temporal_order
What happens after the runner throws the javelin?
[ "officials inspect the landing spot to ensure it adheres to competition rules.", "it is replayed showing the man do this again in slow motion.", "the next competitor prepares for their turn to throw.", "the distance of the throw is measured and announced." ]
B
1
0.25
videos/92994476d8e6126f37a155128734e4c03a232fe40088b236da843314d9031840.mp4
92994476d8e6126f37a155128734e4c03a232fe40088b236da843314d9031840
36.385669
0.0929
{ "verdict": "supported", "keep_reason": "supported" }
census_v4
CC-BY-NC-SA-4.0
AoTBench_4289
AoTBench
temporal
Temporal
temporal_order
Which caption best describes this video?
[ "A man holds a full green bottle of beer with sparkling bubbles using his left hand and unscrews the cap from the bottle using his right hand.", "After the bubbles in the green beer bottle have disappeared, a man puts the cap on the beer." ]
B
1
0.5
videos/da61f9c0c69ead920dc5ddbf067232bc3f205f73e9dfd2c2f4dc01da300a9c2a.mp4
da61f9c0c69ead920dc5ddbf067232bc3f205f73e9dfd2c2f4dc01da300a9c2a
18.485133
0.095
{ "verdict": "supported", "keep_reason": "reversed_clip" }
census_v4
unknown
TVBench_1626
TVBench
temporal
Temporal
temporal_order
What is the sequence of actions shown in the video?
[ "screw the reagent bottle cap, take up the beaker, put down the beaker, take up the glass rod, put down the glass rod, stir the glass rod, put down the reagent bottle, take up the reagent bottle, screw the reagent bottle cap", "screw the reagent bottle cap, take up the beaker, screw the reagent bottle cap, take u...
C
2
0.25
videos/f8474fe2f47466c0f6667c47e6a136ceccf468acb054eb52e1e3d82374855729.mp4
f8474fe2f47466c0f6667c47e6a136ceccf468acb054eb52e1e3d82374855729
19.252567
0.095
{ "verdict": "supported", "keep_reason": "supported" }
census_v4
CC-BY-4.0
Vinoground_61
Vinoground
temporal
Temporal
temporal_order
Which caption matches this video?
[ "a man interacts with the fridge door before a pair of hands from the fridge serves him a drink", "a pair of hands from the fridge serves him a drink before a man interacts with the fridge door" ]
B
1
0.5
videos/cb11c71b64933bdb83173bf1c294f9e029c78798bd9be5ee8b0510c7d3b1898e.mp4
cb11c71b64933bdb83173bf1c294f9e029c78798bd9be5ee8b0510c7d3b1898e
7
0.095
{ "verdict": "supported", "keep_reason": "supported" }
census_v4
Apache-2.0
S-EMBER_2619
S-EMBER
temporal
Temporal
speed_duration
How long did I hold up the orange mask?
[ "You held up the orange mask for exactly 2 seconds.", "You held up the orange mask for roughly 6 seconds.", "You held up the orange mask for about 5 seconds.", "You held up the orange mask for approximately 10 seconds.", "You held up the orange mask for approximately 20 seconds." ]
E
4
0.2
videos/f21939de1441ae80a31998f2c8a9786eee8e2f4169e8ce796c30b8e0ef9c3675.mp4
f21939de1441ae80a31998f2c8a9786eee8e2f4169e8ce796c30b8e0ef9c3675
330.083333
0.0961
{ "verdict": "supported", "keep_reason": "supported" }
census_v4
CC-BY-NC-4.0
Vinoground_985
Vinoground
temporal
Temporal
temporal_order
Which caption matches this video?
[ "people were standing still before they were moving forward with the curling stone", "people were moving forward with the curling stone before they were standing still" ]
B
1
0.5
videos/379deb98e847d9008a75d0a96be61a456a3ff95833c51d59a7f19e89c9880901.mp4
379deb98e847d9008a75d0a96be61a456a3ff95833c51d59a7f19e89c9880901
10
0.0971
{ "verdict": "supported", "keep_reason": "supported" }
census_v4
Apache-2.0
LongVideoBench_1041
LongVideoBench
temporal
Temporal
temporal_order
Holding two cups containing liquid, the cup on the right has some bubbles inside. In the distance, there is a sunset. What happens when the two cups touch for the first time?
[ "A third cup appears", "Bubbles appear in the left cup", "The bubbles in the right cup disappear", "They clink the cups again", "The cups move out of the frame" ]
E
4
0.2
videos/d82f13e67e691cb98a2596f22ec7ba05ead3632b29b0711c674495f92a65f9bc.mp4
d82f13e67e691cb98a2596f22ec7ba05ead3632b29b0711c674495f92a65f9bc
9.309309
0.098
{ "verdict": "supported", "keep_reason": "supported" }
census_v4
CC-BY-NC-SA-4.0
S-EMBER_3549
S-EMBER
temporal
Temporal
temporal_order
After placing the silverware down on the dining table, what did I do next?
[ "You walked back to the kitchen and took a plate from the dish rack.", "You walked back to the kitchen and put the cheese into the fridge.", "You walked back to the kitchen and turned off the stove.", "You walked back to the kitchen and picked up the pan with eggs.", "You walked back to the kitchen and bega...
B
1
0.2
videos/95f6c3c2fd008e88169c76ef3029331af4c9aad2da5754e337cc5e233cf1fd21.mp4
95f6c3c2fd008e88169c76ef3029331af4c9aad2da5754e337cc5e233cf1fd21
321.166667
0.0986
{ "verdict": "supported", "keep_reason": "supported" }
census_v4
CC-BY-NC-4.0
HLV-1K_1229
HLV-1K
temporal
Temporal
temporal_order
How does the setting change from the beginning to the end of the video from 10.0 to 1924.0 seconds?
[ "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." ]
C
2
0.25
videos/f9024bab0b0f72cf64c288b557adaf15e7f81492614274e945eb6c826aad7f26.mp4
f9024bab0b0f72cf64c288b557adaf15e7f81492614274e945eb6c826aad7f26
1,929.253152
0.1007
{ "verdict": "supported", "keep_reason": "supported" }
census_v4
MIT
Vinoground_785
Vinoground
temporal
Temporal
temporal_order
Which caption matches this video?
[ "there was nothing in view before a person with painted fingernails is snapping over and over", "a person with painted fingernails is snapping over and over before there was nothing in view" ]
B
1
0.5
videos/d751bd6c44bd8f62284d4f69efb6f5f67f6d2993a89837a88fc04b6a336063c7.mp4
d751bd6c44bd8f62284d4f69efb6f5f67f6d2993a89837a88fc04b6a336063c7
2
0.1007
{ "verdict": "supported", "keep_reason": "supported" }
census_v4
Apache-2.0
Video-TT_2429
Video-TT
temporal
Temporal
speed_duration
What is the common state of temporal progression in all scenes?
[ "Fast forward", "Inverted form", "Static", "Movement" ]
B
1
0.25
videos/5cab01bc37a69315905c6cdb262a8aa81d464fd52a458ded34dd3981f7915937.mp4
5cab01bc37a69315905c6cdb262a8aa81d464fd52a458ded34dd3981f7915937
62.955
0.1024
{ "verdict": "supported", "keep_reason": "supported" }
census_v4
MIT
AoTBench_4001
AoTBench
temporal
Temporal
temporal_order
Which caption best describes this video?
[ "After removing the protective material (airbag) from the carton, the woman took out the gift box from the carton.", "The woman puts the gift box in the carton first, and then puts the protective material (the airbag) in as well." ]
B
1
0.5
videos/c792a0d3068beaa85907025ca86a3bdb2e92a06cdb9166c7c2ca4ff264a026c3.mp4
c792a0d3068beaa85907025ca86a3bdb2e92a06cdb9166c7c2ca4ff264a026c3
20.44
0.1027
{ "verdict": "supported", "keep_reason": "reversed_clip" }
census_v4
unknown
AoTBench_3981
AoTBench
temporal
Temporal
temporal_order
Which caption best describes this video?
[ "A man with short hair cuts vegetables in the kitchen then picks up a spoon pretending it's a microphone and starts singing and dancing.", "A black man in a green apron and a plaid shirt picks up a kitchen knife to cut vegetables after singing and dancing in the kitchen." ]
B
1
0.5
videos/8f8ed916e9baade2a1a4520f824d8965ff3a2dde84c63391ddc3a83a7147a5f7.mp4
8f8ed916e9baade2a1a4520f824d8965ff3a2dde84c63391ddc3a83a7147a5f7
19.017007
0.1036
{ "verdict": "supported", "keep_reason": "reversed_clip" }
census_v4
unknown
NaturalBench-Video_1612
NaturalBench-Video
temporal
Temporal
temporal_localization
When do the boy and the girl start chatting?
[ "They start chatting as soon as the girl sits down on the sofa.", "They start chatting some time after the girl sits down on the sofa." ]
A
0
0.5
videos/c9975355a44a0a68fc6d7910dbf39fc84dcca1918e59f1c9b537389e29214d77.mp4
c9975355a44a0a68fc6d7910dbf39fc84dcca1918e59f1c9b537389e29214d77
7.233333
0.1036
{ "verdict": "supported", "keep_reason": "supported" }
census_v4
unknown
SLVMBench_2138
SLVMBench
temporal
Temporal
temporal_order
If you want to learn how to make ganache, what is the first step?
[ "First, chop the dark chocolate into small pieces and prepare some warm cream for later use.", "First, pour the purchased chocolate buttons into a large container and store it in a sealed, dry, and cool place.", "First, heat the fresh cream in a small pot until it is about to boil but not bubbling.", "First, ...
B
1
0.2
videos/4b877e048337c4ebf8b07a16eefdaf6cd8bcef838db9e9daa6a03f400836e294.mp4
4b877e048337c4ebf8b07a16eefdaf6cd8bcef838db9e9daa6a03f400836e294
190.166
0.1036
{ "verdict": "supported", "keep_reason": "supported" }
census_v4
Apache-2.0
Vinoground_527
Vinoground
temporal
Temporal
temporal_order
Which caption matches this video?
[ "a man digs out mud before he places blue tubes inside the hole on the ground", "a man places blue tubes inside the hole on the ground before he digs out mud" ]
B
1
0.5
videos/0540f8a2f2a7759e0326bb5921c9bb7f92f82217e9b832b1b308658b0e5bcdaf.mp4
0540f8a2f2a7759e0326bb5921c9bb7f92f82217e9b832b1b308658b0e5bcdaf
10
0.1036
{ "verdict": "supported", "keep_reason": "supported" }
census_v4
Apache-2.0
MMWorld_310
MMWorld
temporal
Temporal
temporal_order
Before the metal piece is been taken out from the fire, what did the blacksmith do in the video?
[ "Use a tube to blow air into the fire.", "Use a handle to control the air supply to increase the intensity of the fire.", "Rotate the metal piece in the fire several times.", "Put the metal piece into the fire." ]
B
1
0.25
videos/354f6bed947421006214a56f828d71588e149e4c024185c857adc8bdf6d50d6b.mp4
354f6bed947421006214a56f828d71588e149e4c024185c857adc8bdf6d50d6b
44.66
0.1056
{ "verdict": "supported", "keep_reason": "supported" }
census_v4
S-EMBER_5318
S-EMBER
temporal
Temporal
speed_duration
How long did I look at the Sonoma hair wrap towel before putting it back on the rack?
[ "You looked at the Sonoma hair wrap towel for approximately 4 seconds before putting it back on the rack.", "You looked at the Sonoma hair wrap towel for about 5 seconds before putting it back on the rack.", "You looked at the Sonoma hair wrap towel for approximately 3 seconds before putting it back on the rack...
E
4
0.2
videos/f2aca981fec34672edea5e98a69bc3d6e8b036b707cdcda52a6e69da13edebf8.mp4
f2aca981fec34672edea5e98a69bc3d6e8b036b707cdcda52a6e69da13edebf8
300
0.1056
{ "verdict": "supported", "keep_reason": "supported" }
census_v4
CC-BY-NC-4.0
ALLVB_690
ALLVB
temporal
Temporal
action_counting
How many times does Gregory attempt to punch Smith during their confrontation?
[ "Once", "Twice", "Three times", "Four times", "Five times" ]
E
4
0.2
videos/b808e5e19c79d2eae6ef4178f8ed9a50da5f55ab2ddb872c13510bb06ddc7d2b.mp4
b808e5e19c79d2eae6ef4178f8ed9a50da5f55ab2ddb872c13510bb06ddc7d2b
8,295.620667
0.1061
{ "verdict": "not_verifiable", "keep_reason": "not_verifiable_long" }
census_v4
CC-BY-NC-SA-4.0
VideoOdyssey_1931
VideoOdyssey
temporal
Temporal
temporal_localization
Before the start of the fourth game in the third set, what can we learn from the commentators' analysis?
[ "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." ]
D
3
0.25
videos/f935796b288c5b4b43a3b6ba36e11b53517ee231a5d96930e23ef0adbc6aefeb.mp4
f935796b288c5b4b43a3b6ba36e11b53517ee231a5d96930e23ef0adbc6aefeb
8,539.393741
0.1075
{ "verdict": "not_verifiable", "keep_reason": "not_verifiable_long" }
census_v4
CC-BY-NC-SA-4.0
AoTBench_4955
AoTBench
temporal
Temporal
temporal_order
Which caption best describes this video?
[ "An adult woman sits down, chooses from a variety of shoes, and puts on red heels.", "An adult woman in red takes off his red heels and walks backward." ]
B
1
0.5
videos/929f95c94a109ebccfc0060027f3c676af090998040e1d0750588379097fb965.mp4
929f95c94a109ebccfc0060027f3c676af090998040e1d0750588379097fb965
26.8
0.1076
{ "verdict": "supported", "keep_reason": "reversed_clip" }
census_v4
unknown
K9-Bench_931
K9-Bench
temporal
Temporal
temporal_order
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.
[ "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 re...
E
4
0.2
videos/e8f0ac72cfde5ab32844455b711cfbd93811ad4b7ac7c36f3bdefba3a15c7900.mp4
e8f0ac72cfde5ab32844455b711cfbd93811ad4b7ac7c36f3bdefba3a15c7900
707.999637
0.1076
{ "verdict": "supported", "keep_reason": "supported" }
census_v4
CC-BY-NC-4.0
Video-TT_5004
Video-TT
temporal
Temporal
speed_duration
What does the switch from a close-up to a panoramic shot show?
[ "The photographer's emotions", "A shift in perspective", "The scale of the event", "The photographer running very fast" ]
D
3
0.25
videos/384cf5bd9c2304526f52068d3781f886ecd10bb4e4a3b7189973466396dad773.mp4
384cf5bd9c2304526f52068d3781f886ecd10bb4e4a3b7189973466396dad773
16.322993
0.1096
{ "verdict": "supported", "keep_reason": "supported" }
census_v4
MIT
E-VQA_2689
E-VQA
temporal
Temporal
temporal_order
What happened after the person held the food?
[ "Tidied up the clothes.", "Sat at the table." ]
A
0
0.5
videos/5d47c646e6e8635a7d75487c1c34f6f0b33c75da30175f57cead1e0059879296.mp4
5d47c646e6e8635a7d75487c1c34f6f0b33c75da30175f57cead1e0059879296
30.833333
0.111
{ "verdict": "supported", "keep_reason": "supported" }
census_v4
CC-BY-NC-4.0
Vinoground_961
Vinoground
temporal
Temporal
temporal_order
Which caption matches this video?
[ "the woman folds the gift wrap before she tapes it", "the woman tapes the gift wrap before she folds it" ]
B
1
0.5
videos/71201b1634a225ef91476ca12eb1baa81f940956f764b46d8935e750e83d0cdf.mp4
71201b1634a225ef91476ca12eb1baa81f940956f764b46d8935e750e83d0cdf
10
0.1117
{ "verdict": "supported", "keep_reason": "supported" }
census_v4
Apache-2.0
FAVOR-Bench_650
FAVOR-Bench
temporal
Temporal
temporal_order
After transferring the bottle to the left hand, what is the next immediate action?
[ "Right hand unscrews the bottle cap and places it on the table", "Left hand holds the cup handle to prepare for pouring juice", "The subject shifts position to the left", "Right hand retrieves the bottle to prepare for pouring", "Left hand continues to maintain a grip on the base" ]
C
2
0.2
videos/baea87a67d9ff1f5f489441b5acb84f5cc25008adb8a1f8dc52841e241f2660b.mp4
baea87a67d9ff1f5f489441b5acb84f5cc25008adb8a1f8dc52841e241f2660b
28.333333
0.1123
{ "verdict": "supported", "keep_reason": "supported" }
census_v4
CC-BY-NC-SA-4.0
MLVU_726
MLVU
temporal
Temporal
action_counting
Throughout this video, what is the total count of occurrences for the scene featuring the 'paragliding' action (A) 1 (B) 0 (C) 2 (D) 3
[ "1", "0", "2", "3" ]
D
3
0.25
videos/9f9a26599d0bf255ab1f6fc1403cd7f6fa8a134e696ce7410c77bab63b34c749.mp4
9f9a26599d0bf255ab1f6fc1403cd7f6fa8a134e696ce7410c77bab63b34c749
510.033333
0.1125
{ "verdict": "supported", "keep_reason": "supported" }
census_v4
CC-BY-NC-SA-4.0
SLVMBench_692
SLVMBench
temporal
Temporal
temporal_order
After wrapping the tube around the fork twice, what are the next two steps to complete the setup?
[ "First, feed the loose end of the tube through the initial loop, and then pull it tight to secure the wrap.", "First, pass the loose ends of the tube through the loop created by the two wraps, pull the free end to loosen it.", "First, pull the cash register out from the bottom half circle, then open it again.",...
C
2
0.2
videos/8c2e1cdf2b42abe6e6df717c4711f1eefd521253ea66a30536fc70e0619c778b.mp4
8c2e1cdf2b42abe6e6df717c4711f1eefd521253ea66a30536fc70e0619c778b
32.016
0.1128
{ "verdict": "supported", "keep_reason": "supported" }
census_v4
Apache-2.0