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338
The woman in a black coat walks towards the direction of the black car, what action does she take to the car?
297
41
{ "dataset": "ovo_bench", "first_trigger_lead_s": 11, "machine_risk_level": "no_detected_issue", "monitoring_horizon_s": 41, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 41, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_mem...
ovo_bench_proactive:1468
ovo_bench_proactive:1468
proactive
CRR
src_videos/MovieNet/tt0048028.mp4
[ { "end_s": 313, "expected_answer": "She walks past the car.", "start_s": 308 } ]
347
The woman in the black coat walks towards the direction of the man in yellow, what action does she do with the man?
310
37
{ "dataset": "ovo_bench", "first_trigger_lead_s": 7, "machine_risk_level": "high", "monitoring_horizon_s": 37, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 37, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memory_length_s":...
ovo_bench_proactive:1469
ovo_bench_proactive:1469
proactive
CRR
src_videos/MovieNet/tt0048028.mp4
[ { "end_s": 322, "expected_answer": "She walks past him.", "start_s": 317 } ]
428
The man looks to the direction of the woman, what does he do next?
323
105
{ "dataset": "ovo_bench", "first_trigger_lead_s": 75, "machine_risk_level": "no_detected_issue", "monitoring_horizon_s": 105, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 105, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_m...
ovo_bench_proactive:1470
ovo_bench_proactive:1470
proactive
CRR
src_videos/MovieNet/tt0048028.mp4
[ { "end_s": 403, "expected_answer": "He tailed after the woman.", "start_s": 398 } ]
397
The man is writing on a piece of paper, what does he do with the paper?
361
36
{ "dataset": "ovo_bench", "first_trigger_lead_s": 6, "machine_risk_level": "high", "monitoring_horizon_s": 36, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 36, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memory_length_s":...
ovo_bench_proactive:1471
ovo_bench_proactive:1471
proactive
CRR
src_videos/MovieNet/tt0048028.mp4
[ { "end_s": 372, "expected_answer": "He gives it to the lady.", "start_s": 367 } ]
784
The man is waiting near a tree, what does he want do next?
696
88
{ "dataset": "ovo_bench", "first_trigger_lead_s": 58, "machine_risk_level": "no_detected_issue", "monitoring_horizon_s": 88, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 88, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_mem...
ovo_bench_proactive:1472
ovo_bench_proactive:1472
proactive
CRR
src_videos/MovieNet/tt0048028.mp4
[ { "end_s": 759, "expected_answer": "He follows the couple and harasses them.", "start_s": 754 } ]
1,600
The woman in red is walking towards the man, what does she do next?
1,565
35
{ "dataset": "ovo_bench", "first_trigger_lead_s": 5, "machine_risk_level": "no_detected_issue", "monitoring_horizon_s": 35, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 35, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memo...
ovo_bench_proactive:1473
ovo_bench_proactive:1473
proactive
CRR
src_videos/MovieNet/tt0048028.mp4
[ { "end_s": 1575, "expected_answer": "She walks near the man and put the things she holds on the table.", "start_s": 1570 } ]
1,785
The two people, one man and one woman, are talking. Where they go and stay for a while next?
1,670
115
{ "dataset": "ovo_bench", "first_trigger_lead_s": 85, "machine_risk_level": "no_detected_issue", "monitoring_horizon_s": 115, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 115, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_m...
ovo_bench_proactive:1474
ovo_bench_proactive:1474
proactive
CRR
src_videos/MovieNet/tt0048028.mp4
[ { "end_s": 1760, "expected_answer": "They went to a dark corridor.", "start_s": 1755 } ]
250
The three people are sitting at the back of the bus. What do they see outside the window next?
200
50
{ "dataset": "ovo_bench", "first_trigger_lead_s": 20, "machine_risk_level": "medium", "monitoring_horizon_s": 50, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 50, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memory_length_...
ovo_bench_proactive:1475
ovo_bench_proactive:1475
proactive
CRR
src_videos/MovieNet/tt0049470.mp4
[ { "end_s": 225, "expected_answer": "Camels walking by.", "start_s": 220 } ]
311
The man in a white turban stands up. What does he do next?
277
34
{ "dataset": "ovo_bench", "first_trigger_lead_s": 4, "machine_risk_level": "no_detected_issue", "monitoring_horizon_s": 34, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 34, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memo...
ovo_bench_proactive:1476
ovo_bench_proactive:1476
proactive
CRR
src_videos/MovieNet/tt0049470.mp4
[ { "end_s": 286, "expected_answer": "He walks to the back of the bus and argued with the kid's parents.", "start_s": 281 } ]
600
The family get out of the bus. What is their next vehicle?
516
84
{ "dataset": "ovo_bench", "first_trigger_lead_s": 54, "machine_risk_level": "no_detected_issue", "monitoring_horizon_s": 84, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 84, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_mem...
ovo_bench_proactive:1477
ovo_bench_proactive:1477
proactive
CRR
src_videos/MovieNet/tt0049470.mp4
[ { "end_s": 575, "expected_answer": "A carriage.", "start_s": 570 } ]
974
The woman is walking away. What does she do next?
937
37
{ "dataset": "ovo_bench", "first_trigger_lead_s": 7, "machine_risk_level": "no_detected_issue", "monitoring_horizon_s": 37, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 37, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memo...
ovo_bench_proactive:1478
ovo_bench_proactive:1478
proactive
CRR
src_videos/MovieNet/tt0049470.mp4
[ { "end_s": 949, "expected_answer": "She opens the door.", "start_s": 944 } ]
235
Women came out of different colors of doors and went into the center door. What is they purpose of doing so?
145
90
{ "dataset": "ovo_bench", "first_trigger_lead_s": 60, "machine_risk_level": "medium", "monitoring_horizon_s": 90, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 90, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memory_length_...
ovo_bench_proactive:1479
ovo_bench_proactive:1479
proactive
CRR
src_videos/MovieNet/tt0050419.mp4
[ { "end_s": 210, "expected_answer": "To listen to the old woman talking.", "start_s": 205 } ]
910
The man picked up several books from the ground. What does the man do with the books he picked up?
870
40
{ "dataset": "ovo_bench", "first_trigger_lead_s": 10, "machine_risk_level": "no_detected_issue", "monitoring_horizon_s": 40, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 40, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_mem...
ovo_bench_proactive:1480
ovo_bench_proactive:1480
proactive
CRR
src_videos/MovieNet/tt0050419.mp4
[ { "end_s": 885, "expected_answer": "He handed these book to the woman.", "start_s": 880 } ]
776
The man whose suit is has deeper color turn his head and look at some, what is he looking at?
740
36
{ "dataset": "ovo_bench", "first_trigger_lead_s": 6, "machine_risk_level": "no_detected_issue", "monitoring_horizon_s": 36, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 36, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memo...
ovo_bench_proactive:1481
ovo_bench_proactive:1481
proactive
CRR
src_videos/MovieNet/tt0052357.mp4
[ { "end_s": 751, "expected_answer": "A painting on the wall.", "start_s": 746 } ]
1,499
The man is walking in the garden. Who does he come across?
1,465
34
{ "dataset": "ovo_bench", "first_trigger_lead_s": 4, "machine_risk_level": "no_detected_issue", "monitoring_horizon_s": 34, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 34, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memo...
ovo_bench_proactive:1482
ovo_bench_proactive:1482
proactive
CRR
src_videos/MovieNet/tt0052357.mp4
[ { "end_s": 1474, "expected_answer": "A woman with gray suit and golden hair.", "start_s": 1469 } ]
345
A policeman is driving the car away, what is his destination?
242
103
{ "dataset": "ovo_bench", "first_trigger_lead_s": 73, "machine_risk_level": "no_detected_issue", "monitoring_horizon_s": 103, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 103, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_m...
ovo_bench_proactive:1483
ovo_bench_proactive:1483
proactive
CRR
src_videos/MovieNet/tt0061811.mp4
[ { "end_s": 320, "expected_answer": "A residential house with a woman inside.", "start_s": 315 } ]
448
The policeman stops his car and get off his car, what does he see?
408
40
{ "dataset": "ovo_bench", "first_trigger_lead_s": 10, "machine_risk_level": "medium", "monitoring_horizon_s": 40, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 40, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memory_length_...
ovo_bench_proactive:1484
ovo_bench_proactive:1484
proactive
CRR
src_videos/MovieNet/tt0061811.mp4
[ { "end_s": 423, "expected_answer": "A man lying on the ground.", "start_s": 418 } ]
656
The policeman is stepping into a wooden house, what does the police see?
619
37
{ "dataset": "ovo_bench", "first_trigger_lead_s": 7, "machine_risk_level": "no_detected_issue", "monitoring_horizon_s": 37, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 37, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memo...
ovo_bench_proactive:1485
ovo_bench_proactive:1485
proactive
CRR
src_videos/MovieNet/tt0061811.mp4
[ { "end_s": 631, "expected_answer": "A black man sitting on a bench.", "start_s": 626 } ]
200
The man is looking into the window, what does he see?
164
36
{ "dataset": "ovo_bench", "first_trigger_lead_s": 6, "machine_risk_level": "no_detected_issue", "monitoring_horizon_s": 36, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 36, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memo...
ovo_bench_proactive:1486
ovo_bench_proactive:1486
proactive
CRR
src_videos/MovieNet/tt0063442.mp4
[ { "end_s": 175, "expected_answer": "A woman lying in the bed.", "start_s": 170 } ]
483
The astronauts wake up after a long space journey, what abnormal thing do they find?
426
57
{ "dataset": "ovo_bench", "first_trigger_lead_s": 27, "machine_risk_level": "no_detected_issue", "monitoring_horizon_s": 57, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 57, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_mem...
ovo_bench_proactive:1487
ovo_bench_proactive:1487
proactive
CRR
src_videos/MovieNet/tt0063442.mp4
[ { "end_s": 458, "expected_answer": "One of the astronauts turns into a strange creature.", "start_s": 453 } ]
625
The man throw the yellow life float into the sea, what action does he take next with it?
575
50
{ "dataset": "ovo_bench", "first_trigger_lead_s": 20, "machine_risk_level": "no_detected_issue", "monitoring_horizon_s": 50, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 50, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_mem...
ovo_bench_proactive:1488
ovo_bench_proactive:1488
proactive
CRR
src_videos/MovieNet/tt0063442.mp4
[ { "end_s": 600, "expected_answer": "He jumps to the sea and climb to the yellow life float.", "start_s": 595 } ]
789
The three people are paddling the life raft, what is their destination?
703
86
{ "dataset": "ovo_bench", "first_trigger_lead_s": 56, "machine_risk_level": "no_detected_issue", "monitoring_horizon_s": 86, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 86, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_mem...
ovo_bench_proactive:1489
ovo_bench_proactive:1489
proactive
CRR
src_videos/MovieNet/tt0063442.mp4
[ { "end_s": 764, "expected_answer": "The shore.", "start_s": 759 } ]
237
The woman with the gray dress is stepping into the room, what does she do in the room?
203
34
{ "dataset": "ovo_bench", "first_trigger_lead_s": 4, "machine_risk_level": "medium", "monitoring_horizon_s": 34, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 34, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memory_length_s...
ovo_bench_proactive:1490
ovo_bench_proactive:1490
proactive
CRR
src_videos/MovieNet/tt0070291.mp4
[ { "end_s": 212, "expected_answer": "She talks to the man.", "start_s": 207 } ]
538
The couple are sitting on their trunks, who do they meet then?
487
51
{ "dataset": "ovo_bench", "first_trigger_lead_s": 21, "machine_risk_level": "no_detected_issue", "monitoring_horizon_s": 51, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 51, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_mem...
ovo_bench_proactive:1491
ovo_bench_proactive:1491
proactive
CRR
src_videos/MovieNet/tt0070291.mp4
[ { "end_s": 513, "expected_answer": "A group of friends.", "start_s": 508 } ]
70
Three men wearing black coat are walking fast, what is their destination?
28
42
{ "dataset": "ovo_bench", "first_trigger_lead_s": 12, "machine_risk_level": "no_detected_issue", "monitoring_horizon_s": 42, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 42, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_mem...
ovo_bench_proactive:1492
ovo_bench_proactive:1492
proactive
CRR
src_videos/MovieNet/tt0070511.mp4
[ { "end_s": 45, "expected_answer": "In front of a iron gate of a stone house.", "start_s": 40 } ]
272
Soldiers holding guns are driving a group of people across the narrow alley, what is their destination?
128
144
{ "dataset": "ovo_bench", "first_trigger_lead_s": 114, "machine_risk_level": "no_detected_issue", "monitoring_horizon_s": 144, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 144, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_...
ovo_bench_proactive:1493
ovo_bench_proactive:1493
proactive
CRR
src_videos/MovieNet/tt0070511.mp4
[ { "end_s": 247, "expected_answer": "A room with metal walls.", "start_s": 242 } ]
541
The guards with guns are watching after prisoners on the platform, what are these prisoners doing?
508
33
{ "dataset": "ovo_bench", "first_trigger_lead_s": 3, "machine_risk_level": "no_detected_issue", "monitoring_horizon_s": 33, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 33, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memo...
ovo_bench_proactive:1494
ovo_bench_proactive:1494
proactive
CRR
src_videos/MovieNet/tt0070511.mp4
[ { "end_s": 516, "expected_answer": "They are queuing for meal.", "start_s": 511 } ]
561
The man who had just be given his meal is heading toward somewhere, who is the man going to find?
524
37
{ "dataset": "ovo_bench", "first_trigger_lead_s": 7, "machine_risk_level": "medium", "monitoring_horizon_s": 37, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 37, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memory_length_s...
ovo_bench_proactive:1495
ovo_bench_proactive:1495
proactive
CRR
src_videos/MovieNet/tt0070511.mp4
[ { "end_s": 536, "expected_answer": "A man with glasses.", "start_s": 531 } ]
684
The group of prisoners are excited and rise up, why are they excited?
647
37
{ "dataset": "ovo_bench", "first_trigger_lead_s": 7, "machine_risk_level": "no_detected_issue", "monitoring_horizon_s": 37, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 37, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memo...
ovo_bench_proactive:1496
ovo_bench_proactive:1496
proactive
CRR
src_videos/MovieNet/tt0070511.mp4
[ { "end_s": 659, "expected_answer": "A guard came and spray water to them.", "start_s": 654 } ]
835
The man wearing glass is looking toward something, what does he find?
803
32
{ "dataset": "ovo_bench", "first_trigger_lead_s": 2, "machine_risk_level": "no_detected_issue", "monitoring_horizon_s": 32, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 32, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memo...
ovo_bench_proactive:1497
ovo_bench_proactive:1497
proactive
CRR
src_videos/MovieNet/tt0070511.mp4
[ { "end_s": 810, "expected_answer": "A man resting on the deck.", "start_s": 805 } ]
1,272
The prisoners are about to get off the ship, what accident happen during this process?
1,230
42
{ "dataset": "ovo_bench", "first_trigger_lead_s": 12, "machine_risk_level": "no_detected_issue", "monitoring_horizon_s": 42, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 42, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_mem...
ovo_bench_proactive:1498
ovo_bench_proactive:1498
proactive
CRR
src_videos/MovieNet/tt0070511.mp4
[ { "end_s": 1247, "expected_answer": "A man slipped and rolled down the slope", "start_s": 1242 } ]
458
A girl with a big bag on her back is walking on a road, what is the first creature that she meet?
397
61
{ "dataset": "ovo_bench", "first_trigger_lead_s": 31, "machine_risk_level": "no_detected_issue", "monitoring_horizon_s": 61, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 61, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_mem...
ovo_bench_proactive:1499
ovo_bench_proactive:1499
proactive
CRR
src_videos/MovieNet/tt0080761.mp4
[ { "end_s": 433, "expected_answer": "A dog in black and white.", "start_s": 428 } ]
514
The girl is having fun with the dog, who does she meet after having fun with it?
443
71
{ "dataset": "ovo_bench", "first_trigger_lead_s": 41, "machine_risk_level": "no_detected_issue", "monitoring_horizon_s": 71, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 71, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_mem...
ovo_bench_proactive:1500
ovo_bench_proactive:1500
proactive
CRR
src_videos/MovieNet/tt0080761.mp4
[ { "end_s": 489, "expected_answer": "Several people in a store.", "start_s": 484 } ]
1,131
The boy wearing a red T-shirt a talking with others, what does he do after his leaving?
1,080
51
{ "dataset": "ovo_bench", "first_trigger_lead_s": 21, "machine_risk_level": "no_detected_issue", "monitoring_horizon_s": 51, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 51, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_mem...
ovo_bench_proactive:1501
ovo_bench_proactive:1501
proactive
CRR
src_videos/MovieNet/tt0080761.mp4
[ { "end_s": 1106, "expected_answer": "He shoots an arrow.", "start_s": 1101 } ]
1,256
The woman is walking on the road. What does she come across next?
1,149
107
{ "dataset": "ovo_bench", "first_trigger_lead_s": 77, "machine_risk_level": "no_detected_issue", "monitoring_horizon_s": 107, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 107, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_m...
ovo_bench_proactive:1502
ovo_bench_proactive:1502
proactive
CRR
src_videos/MovieNet/tt0080761.mp4
[ { "end_s": 1231, "expected_answer": "She come across a green Jeep and get a ride.", "start_s": 1226 } ]
1,418
A girl and two boys are lying, what does the woman do with the man lying near her?
1,382
36
{ "dataset": "ovo_bench", "first_trigger_lead_s": 6, "machine_risk_level": "no_detected_issue", "monitoring_horizon_s": 36, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 36, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memo...
ovo_bench_proactive:1503
ovo_bench_proactive:1503
proactive
CRR
src_videos/MovieNet/tt0080761.mp4
[ { "end_s": 1393, "expected_answer": "She pushed the man down the water.", "start_s": 1388 } ]
1,579
The woman returned home. What does she find in her room that frighten her?
1,529
50
{ "dataset": "ovo_bench", "first_trigger_lead_s": 11.7, "machine_risk_level": "high", "monitoring_horizon_s": 50, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 50, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memory_length_...
ovo_bench_proactive:1504
ovo_bench_proactive:1504
proactive
CRR
src_videos/MovieNet/tt0080761.mp4
[ { "end_s": 1545.7, "expected_answer": "A snake.", "start_s": 1540.7 } ]
1,605
The woman is greatly frightened by the snake, what action does she take to deal with the snake?
1,552
53
{ "dataset": "ovo_bench", "first_trigger_lead_s": 2.6, "machine_risk_level": "high", "monitoring_horizon_s": 53, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 53, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memory_length_s...
ovo_bench_proactive:1505
ovo_bench_proactive:1505
proactive
CRR
src_videos/MovieNet/tt0080761.mp4
[ { "end_s": 1559.6, "expected_answer": "She called a friend to help her catch the snake.", "start_s": 1554.6 } ]
1,623
More and more people are stepping into the room. How many people are there in the room after the door is closed?
1,586
37
{ "dataset": "ovo_bench", "first_trigger_lead_s": 5, "machine_risk_level": "high", "monitoring_horizon_s": 37, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 37, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memory_length_s":...
ovo_bench_proactive:1506
ovo_bench_proactive:1506
proactive
CRR
src_videos/MovieNet/tt0080761.mp4
[ { "end_s": 1596, "expected_answer": "6.", "start_s": 1591 } ]
149
The two cars, one yellow and the other one red, are driving into the direction of each other. What happened next?
111
38
{ "dataset": "ovo_bench", "first_trigger_lead_s": 8, "machine_risk_level": "no_detected_issue", "monitoring_horizon_s": 38, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 38, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memo...
ovo_bench_proactive:1507
ovo_bench_proactive:1507
proactive
CRR
src_videos/MovieNet/tt0083907.mp4
[ { "end_s": 124, "expected_answer": "They go past each other.", "start_s": 119 } ]
490
The clock is swinging. Who is sitting against it?
453
37
{ "dataset": "ovo_bench", "first_trigger_lead_s": 7, "machine_risk_level": "no_detected_issue", "monitoring_horizon_s": 37, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 37, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memo...
ovo_bench_proactive:1508
ovo_bench_proactive:1508
proactive
CRR
src_videos/MovieNet/tt0083907.mp4
[ { "end_s": 465, "expected_answer": "A woman who is drawing the clock.", "start_s": 460 } ]
645
The people are having party, what do the people do next?
595
50
{ "dataset": "ovo_bench", "first_trigger_lead_s": 15.2, "machine_risk_level": "high", "monitoring_horizon_s": 50, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 50, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memory_length_...
ovo_bench_proactive:1509
ovo_bench_proactive:1509
proactive
CRR
src_videos/MovieNet/tt0083907.mp4
[ { "end_s": 615.2, "expected_answer": "They go to check the hole on the floor.", "start_s": 610.2 } ]
698
The people are watching the hole on the wooden floor, what do the people do with the hole next?
615
83
{ "dataset": "ovo_bench", "first_trigger_lead_s": 53, "machine_risk_level": "no_detected_issue", "monitoring_horizon_s": 83, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 83, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_mem...
ovo_bench_proactive:1510
ovo_bench_proactive:1510
proactive
CRR
src_videos/MovieNet/tt0083907.mp4
[ { "end_s": 673, "expected_answer": "They send one man to explore.", "start_s": 668 } ]
916
The man holding the lantern is exploring the room, who does he meet in the room?
875
41
{ "dataset": "ovo_bench", "first_trigger_lead_s": 11, "machine_risk_level": "no_detected_issue", "monitoring_horizon_s": 41, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 41, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_mem...
ovo_bench_proactive:1511
ovo_bench_proactive:1511
proactive
CRR
src_videos/MovieNet/tt0083907.mp4
[ { "end_s": 891, "expected_answer": "He meet another friend.", "start_s": 886 } ]
1,292
The man is holding a blue box in his hand, what's in the blue box?
1,220
72
{ "dataset": "ovo_bench", "first_trigger_lead_s": 42, "machine_risk_level": "no_detected_issue", "monitoring_horizon_s": 72, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 72, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_mem...
ovo_bench_proactive:1512
ovo_bench_proactive:1512
proactive
CRR
src_videos/MovieNet/tt0083907.mp4
[ { "end_s": 1267, "expected_answer": "A necklace.", "start_s": 1262 } ]
1,306
The man and the woman are holding the necklace in their hands, what do they do with the necklace next?
1,263
43
{ "dataset": "ovo_bench", "first_trigger_lead_s": 13, "machine_risk_level": "medium", "monitoring_horizon_s": 43, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 43, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memory_length_...
ovo_bench_proactive:1513
ovo_bench_proactive:1513
proactive
CRR
src_videos/MovieNet/tt0083907.mp4
[ { "end_s": 1281, "expected_answer": "The man put it on the woman's neck.", "start_s": 1276 } ]
1,318
The man put the necklace on the woman's neck, what do the woman do after putting on the necklace?
1,277
41
{ "dataset": "ovo_bench", "first_trigger_lead_s": 11, "machine_risk_level": "no_detected_issue", "monitoring_horizon_s": 41, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 41, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_mem...
ovo_bench_proactive:1514
ovo_bench_proactive:1514
proactive
CRR
src_videos/MovieNet/tt0083907.mp4
[ { "end_s": 1293, "expected_answer": "She rise and checks herself in the mirror.", "start_s": 1288 } ]
1,330
The woman is checking herself in the mirror, what action does the woman take next?
1,290
40
{ "dataset": "ovo_bench", "first_trigger_lead_s": 10, "machine_risk_level": "medium", "monitoring_horizon_s": 40, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 40, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memory_length_...
ovo_bench_proactive:1515
ovo_bench_proactive:1515
proactive
CRR
src_videos/MovieNet/tt0083907.mp4
[ { "end_s": 1305, "expected_answer": "She kissed the man.", "start_s": 1300 } ]
117
Illustrate me on the steps of put on hair extensions according to the video.
0
117
{ "dataset": "ovo_bench", "first_trigger_lead_s": 25, "machine_risk_level": "medium", "monitoring_horizon_s": 117, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 117, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memory_lengt...
ovo_bench_proactive:1516
ovo_bench_proactive:1516
proactive
SSR
src_videos/COIN/xZecGPPhbHE.mp4
[ { "end_s": 30, "expected_answer": "pull up the hair to reserve place for the hair extensions", "start_s": 25 }, { "end_s": 49, "expected_answer": "put on the hair extensions", "start_s": 31 }, { "end_s": 117, "expected_answer": "put down the hair and comb", "start_s": 107...
112
Illustrate me on the steps of cook omelet according to the video.
0
112
{ "dataset": "ovo_bench", "first_trigger_lead_s": 41, "machine_risk_level": "high", "monitoring_horizon_s": 112, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 112, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memory_length_...
ovo_bench_proactive:1517
ovo_bench_proactive:1517
proactive
SSR
src_videos/COIN/9eR7x93WqA8.mp4
[ { "end_s": 49, "expected_answer": "pour the egg into the bowl", "start_s": 41 }, { "end_s": 71, "expected_answer": "pour the egg into the pot", "start_s": 67 }, { "end_s": 93, "expected_answer": "fry eggs", "start_s": 72 }, { "end_s": 112, "expected_answer": "...
132
Illustrate me on the steps of patch bike inner tube according to the video.
0
132
{ "dataset": "ovo_bench", "first_trigger_lead_s": 0.01, "machine_risk_level": "high", "monitoring_horizon_s": 132, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 132, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memory_lengt...
ovo_bench_proactive:1518
ovo_bench_proactive:1518
proactive
SSR
src_videos/COIN/C4P8VCekA3Y.mp4
[ { "end_s": 22, "expected_answer": "look for leaks", "start_s": 0.01 }, { "end_s": 50, "expected_answer": "use sandpaper/metal to polish rubber near leak", "start_s": 31 }, { "end_s": 65, "expected_answer": "apply glue", "start_s": 51 }, { "end_s": 93, "expecte...
131
Illustrate me on the steps of make sugar coated haws according to the video.
0
131
{ "dataset": "ovo_bench", "first_trigger_lead_s": 44, "machine_risk_level": "medium", "monitoring_horizon_s": 131, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 131, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memory_lengt...
ovo_bench_proactive:1519
ovo_bench_proactive:1519
proactive
SSR
src_videos/COIN/Th3xK0rAJB8.mp4
[ { "end_s": 67, "expected_answer": "string the fruit together", "start_s": 44 }, { "end_s": 106, "expected_answer": "melt the sugar", "start_s": 82 }, { "end_s": 131, "expected_answer": "soak sugar gourd in sugar", "start_s": 111 } ]
217
Illustrate me on the steps of make hummus according to the video.
0
217
{ "dataset": "ovo_bench", "first_trigger_lead_s": 35, "machine_risk_level": "medium", "monitoring_horizon_s": 217, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 217, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memory_lengt...
ovo_bench_proactive:1520
ovo_bench_proactive:1520
proactive
SSR
src_videos/COIN/UBq35JWbBG0.mp4
[ { "end_s": 158, "expected_answer": "add raw materials", "start_s": 35 }, { "end_s": 168, "expected_answer": "mix raw materials", "start_s": 159 }, { "end_s": 217, "expected_answer": "pour bean paste into plate", "start_s": 169 } ]
185
Illustrate me on the steps of make pickles according to the video.
0
185
{ "dataset": "ovo_bench", "first_trigger_lead_s": 55, "machine_risk_level": "high", "monitoring_horizon_s": 185, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 185, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memory_length_...
ovo_bench_proactive:1521
ovo_bench_proactive:1521
proactive
SSR
src_videos/COIN/RJZgFfRv17M.mp4
[ { "end_s": 74, "expected_answer": "After cutting the side dishes, put them into the bottle", "start_s": 55 }, { "end_s": 110, "expected_answer": "Put the ingredients into the pot and cook", "start_s": 83.7 }, { "end_s": 148, "expected_answer": "put the ingredients into the ca...
151
Illustrate me on the steps of assemble desktop pc according to the video.
0
151
{ "dataset": "ovo_bench", "first_trigger_lead_s": 56, "machine_risk_level": "medium", "monitoring_horizon_s": 151, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 151, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memory_lengt...
ovo_bench_proactive:1522
ovo_bench_proactive:1522
proactive
SSR
src_videos/COIN/zDIu724WMIU.mp4
[ { "end_s": 85, "expected_answer": "Install the components onto the motherboard", "start_s": 56 }, { "end_s": 136, "expected_answer": "Install the motherboard and some components into the case", "start_s": 110 }, { "end_s": 151, "expected_answer": "Install power supply and gra...
186
Illustrate me on the steps of cut mango according to the video.
0
186
{ "dataset": "ovo_bench", "first_trigger_lead_s": 24, "machine_risk_level": "medium", "monitoring_horizon_s": 186, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 186, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memory_lengt...
ovo_bench_proactive:1524
ovo_bench_proactive:1524
proactive
SSR
src_videos/COIN/KBbeGO5qRpE.mp4
[ { "end_s": 89, "expected_answer": "peel", "start_s": 24 }, { "end_s": 171, "expected_answer": "cut into strips and pieces", "start_s": 99 }, { "end_s": 186, "expected_answer": "remove the core", "start_s": 180 } ]
100
Illustrate me on the steps of install bicycle rack according to the video.
0
100
{ "dataset": "ovo_bench", "first_trigger_lead_s": 22, "machine_risk_level": "high", "monitoring_horizon_s": 100, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 100, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memory_length_...
ovo_bench_proactive:1525
ovo_bench_proactive:1525
proactive
SSR
src_videos/COIN/Vaapvds7D40.mp4
[ { "end_s": 34, "expected_answer": "mount the bracket to the back of the car", "start_s": 22 }, { "end_s": 82, "expected_answer": "place the bicycle on the bracket", "start_s": 73 }, { "end_s": 100, "expected_answer": "fasten the strap", "start_s": 83 } ]
71
Illustrate me on the steps of cut grape fruit according to the video.
0
71
{ "dataset": "ovo_bench", "first_trigger_lead_s": 22, "machine_risk_level": "high", "monitoring_horizon_s": 71, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 71, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memory_length_s"...
ovo_bench_proactive:1526
ovo_bench_proactive:1526
proactive
SSR
src_videos/COIN/Yc1YYQWzLfE.mp4
[ { "end_s": 30, "expected_answer": "cut both ends and remove fruit seeds", "start_s": 22 }, { "end_s": 45, "expected_answer": "cut in half", "start_s": 37 }, { "end_s": 71, "expected_answer": "remove the peel", "start_s": 51 } ]
323
Illustrate me on the steps of make paper dice according to the video.
0
323
{ "dataset": "ovo_bench", "first_trigger_lead_s": 20, "machine_risk_level": "high", "monitoring_horizon_s": 323, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 323, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memory_length_...
ovo_bench_proactive:1527
ovo_bench_proactive:1527
proactive
SSR
src_videos/COIN/MDI_R2sIZDk.mp4
[ { "end_s": 129, "expected_answer": "fold or bent paper", "start_s": 20 }, { "end_s": 271, "expected_answer": "put paper together", "start_s": 145 }, { "end_s": 323, "expected_answer": "paint on the paper", "start_s": 288 } ]
167
Illustrate me on the steps of carve pumpkin according to the video.
0
167
{ "dataset": "ovo_bench", "first_trigger_lead_s": 70, "machine_risk_level": "high", "monitoring_horizon_s": 167, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 167, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memory_length_...
ovo_bench_proactive:1528
ovo_bench_proactive:1528
proactive
SSR
src_videos/COIN/2ePP3hLkfE0.mp4
[ { "end_s": 77, "expected_answer": "remove pumpkin pedicle", "start_s": 70 }, { "end_s": 86, "expected_answer": "clean up the interior of thepumpkin", "start_s": 78 }, { "end_s": 167, "expected_answer": "carve along the outline", "start_s": 113 } ]
205
Illustrate me on the steps of make paper wind mill according to the video.
0
205
{ "dataset": "ovo_bench", "first_trigger_lead_s": 42, "machine_risk_level": "high", "monitoring_horizon_s": 205, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 205, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memory_length_...
ovo_bench_proactive:1529
ovo_bench_proactive:1529
proactive
SSR
src_videos/COIN/zV8ruZtvXyI.mp4
[ { "end_s": 54, "expected_answer": "fold the edges of the paper", "start_s": 42 }, { "end_s": 69, "expected_answer": "cut along the edges", "start_s": 55 }, { "end_s": 127, "expected_answer": "fold the squares inward and fix them", "start_s": 88 }, { "end_s": 205, ...
90
Illustrate me on the steps of draw blood according to the video.
0
90
{ "dataset": "ovo_bench", "first_trigger_lead_s": 45, "machine_risk_level": "high", "monitoring_horizon_s": 90, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 90, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memory_length_s"...
ovo_bench_proactive:1530
ovo_bench_proactive:1530
proactive
SSR
src_videos/COIN/W1TGAer5z0g.mp4
[ { "end_s": 53, "expected_answer": "tie the tourniquet", "start_s": 45 }, { "end_s": 83, "expected_answer": "collect blood", "start_s": 69 }, { "end_s": 90, "expected_answer": "pull out the needle and press with cotton", "start_s": 86 } ]
129
Illustrate me on the steps of do lino printing according to the video.
0
129
{ "dataset": "ovo_bench", "first_trigger_lead_s": 20, "machine_risk_level": "medium", "monitoring_horizon_s": 129, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 129, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memory_lengt...
ovo_bench_proactive:1531
ovo_bench_proactive:1531
proactive
SSR
src_videos/COIN/WGuwhJzcvSg.mp4
[ { "end_s": 90, "expected_answer": "scrape tarpaulin without ink", "start_s": 20 }, { "end_s": 112, "expected_answer": "ink the marked area", "start_s": 108 }, { "end_s": 129, "expected_answer": "transfer print", "start_s": 113 } ]
347
Illustrate me on the steps of use soy milk maker according to the video.
0
347
{ "dataset": "ovo_bench", "first_trigger_lead_s": 113, "machine_risk_level": "high", "monitoring_horizon_s": 347, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 347, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memory_length...
ovo_bench_proactive:1532
ovo_bench_proactive:1532
proactive
SSR
src_videos/COIN/-vhwlGY6CGg.mp4
[ { "end_s": 121, "expected_answer": "pour some water to the soy milk maker", "start_s": 113 }, { "end_s": 142, "expected_answer": "run the soy milk maker", "start_s": 133 }, { "end_s": 228, "expected_answer": "filtrate with a filter", "start_s": 214 }, { "end_s": 3...
159
Illustrate me on the steps of make orange juice according to the video.
0
159
{ "dataset": "ovo_bench", "first_trigger_lead_s": 42, "machine_risk_level": "medium", "monitoring_horizon_s": 159, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 159, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memory_lengt...
ovo_bench_proactive:1533
ovo_bench_proactive:1533
proactive
SSR
src_videos/COIN/BM8H9eE6jhI.mp4
[ { "end_s": 90, "expected_answer": "Put the chopped orange and other ingredients into the juicer.", "start_s": 42 }, { "end_s": 109, "expected_answer": "juice the oranges", "start_s": 93 }, { "end_s": 159, "expected_answer": "pour the orange juice into the cup", "start_s":...
122
Illustrate me on the steps of change battery of watch according to the video.
0
122
{ "dataset": "ovo_bench", "first_trigger_lead_s": 6, "machine_risk_level": "medium", "monitoring_horizon_s": 122, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 122, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memory_length...
ovo_bench_proactive:1534
ovo_bench_proactive:1534
proactive
SSR
src_videos/COIN/8tZUVfEyytY.mp4
[ { "end_s": 12, "expected_answer": "check the type of the back cover", "start_s": 6 }, { "end_s": 28, "expected_answer": "open the back cover", "start_s": 13 }, { "end_s": 109, "expected_answer": "replace the battery", "start_s": 39 }, { "end_s": 122, "expected...
224
Illustrate me on the steps of assemble bed according to the video.
0
224
{ "dataset": "ovo_bench", "first_trigger_lead_s": 40, "machine_risk_level": "medium", "monitoring_horizon_s": 224, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 224, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memory_lengt...
ovo_bench_proactive:1535
ovo_bench_proactive:1535
proactive
SSR
src_videos/COIN/XAYewYkAr-M.mp4
[ { "end_s": 114, "expected_answer": "place the board on each side", "start_s": 40 }, { "end_s": 202.7, "expected_answer": "Secure the two bed boards together.", "start_s": 153 }, { "end_s": 211, "expected_answer": "place the bed board", "start_s": 203 }, { "end_s":...
122
Illustrate me on the steps of use rice cooker to cook rice according to the video.
0
122
{ "dataset": "ovo_bench", "first_trigger_lead_s": 10, "machine_risk_level": "high", "monitoring_horizon_s": 122, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 122, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memory_length_...
ovo_bench_proactive:1536
ovo_bench_proactive:1536
proactive
SSR
src_videos/COIN/P6A_Hatooc8.mp4
[ { "end_s": 15, "expected_answer": "take out some rice", "start_s": 10 }, { "end_s": 21, "expected_answer": "soak and wash the rice", "start_s": 15 }, { "end_s": 77, "expected_answer": "put the washed rice into the rice cooker", "start_s": 61 }, { "end_s": 122, ...
194
Illustrate me on the steps of assemble sofa according to the video.
0
194
{ "dataset": "ovo_bench", "first_trigger_lead_s": 0.01, "machine_risk_level": "medium", "monitoring_horizon_s": 194, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 194, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memory_len...
ovo_bench_proactive:1537
ovo_bench_proactive:1537
proactive
SSR
src_videos/COIN/ZhG1Woz7hZE.mp4
[ { "end_s": 10, "expected_answer": "install legs of sofa", "start_s": 0.01 }, { "end_s": 137, "expected_answer": "Install the sofa backrest and armrests", "start_s": 15 }, { "end_s": 194, "expected_answer": "put on sofa cover", "start_s": 161 } ]
538
Illustrate me on the steps of rewrap battery according to the video.
0
538
{ "dataset": "ovo_bench", "first_trigger_lead_s": 309, "machine_risk_level": "high", "monitoring_horizon_s": 538, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 538, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memory_length...
ovo_bench_proactive:1538
ovo_bench_proactive:1538
proactive
SSR
src_videos/COIN/Ggg-v-F_fRM.mp4
[ { "end_s": 320, "expected_answer": "remove the old wrapper", "start_s": 309 }, { "end_s": 423, "expected_answer": "wrap with the new wrapper", "start_s": 390 }, { "end_s": 450, "expected_answer": "install the insulated shim", "start_s": 444 }, { "end_s": 538, ...
233
Illustrate me on the steps of make bed according to the video.
0
233
{ "dataset": "ovo_bench", "first_trigger_lead_s": 2, "machine_risk_level": "medium", "monitoring_horizon_s": 233, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 233, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memory_length...
ovo_bench_proactive:1539
ovo_bench_proactive:1539
proactive
SSR
src_videos/COIN/0R-MCN4gHT4.mp4
[ { "end_s": 181, "expected_answer": "put the sheet on the bed", "start_s": 2 }, { "end_s": 219, "expected_answer": "insert the pillow into the pillow cover", "start_s": 182 }, { "end_s": 233, "expected_answer": "put the pillow on the bed", "start_s": 220 } ]
159
Illustrate me on the steps of replace tyre valve stem according to the video.
0
159
{ "dataset": "ovo_bench", "first_trigger_lead_s": 83, "machine_risk_level": "missing", "monitoring_horizon_s": 159, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 159, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memory_leng...
ovo_bench_proactive:1540
ovo_bench_proactive:1540
proactive
SSR
src_videos/COIN/Hf29pcX-B3M.mp4
[ { "end_s": 107, "expected_answer": "remove the air nozzle", "start_s": 83 }, { "end_s": 144, "expected_answer": "install the new air nozzle", "start_s": 121 }, { "end_s": 159, "expected_answer": "inflate the tyre after replacement", "start_s": 145 } ]
99
Illustrate me on the steps of replace filter for air purifier according to the video.
0
99
{ "dataset": "ovo_bench", "first_trigger_lead_s": 4, "machine_risk_level": "high", "monitoring_horizon_s": 99, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 99, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memory_length_s":...
ovo_bench_proactive:1541
ovo_bench_proactive:1541
proactive
SSR
src_videos/COIN/QInuE1KwCZM.mp4
[ { "end_s": 11, "expected_answer": "take out the shell", "start_s": 4 }, { "end_s": 51, "expected_answer": "take out the filter", "start_s": 22 }, { "end_s": 86, "expected_answer": "fit on the filter", "start_s": 59 }, { "end_s": 99, "expected_answer": "fit on ...
94
Illustrate me on the steps of replace refrigerator water filter according to the video.
0
94
{ "dataset": "ovo_bench", "first_trigger_lead_s": 47, "machine_risk_level": "high", "monitoring_horizon_s": 94, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 94, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memory_length_s"...
ovo_bench_proactive:1542
ovo_bench_proactive:1542
proactive
SSR
src_videos/COIN/9c60oL-JKd0.mp4
[ { "end_s": 63, "expected_answer": "take out the old filter", "start_s": 47 }, { "end_s": 74, "expected_answer": "remove the cap of the new filter", "start_s": 66 }, { "end_s": 94, "expected_answer": "install the new filter", "start_s": 75 } ]
211
Illustrate me on the steps of put on quilt cover according to the video.
0
211
{ "dataset": "ovo_bench", "first_trigger_lead_s": 11, "machine_risk_level": "medium", "monitoring_horizon_s": 211, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 211, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memory_lengt...
ovo_bench_proactive:1543
ovo_bench_proactive:1543
proactive
SSR
src_videos/COIN/RmiuR14GDsI.mp4
[ { "end_s": 24, "expected_answer": "put nicely and align the quilt and the cover", "start_s": 11 }, { "end_s": 78, "expected_answer": "roll the quilt cover and the quilt together", "start_s": 32 }, { "end_s": 114, "expected_answer": "Put the comforter insert into the duvet cov...
163
Illustrate me on the steps of install ceiling fan according to the video.
0
163
{ "dataset": "ovo_bench", "first_trigger_lead_s": 83, "machine_risk_level": "high", "monitoring_horizon_s": 163, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 163, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memory_length_...
ovo_bench_proactive:1544
ovo_bench_proactive:1544
proactive
SSR
src_videos/COIN/2EyeP_aSKY4.mp4
[ { "end_s": 113, "expected_answer": "install fan tray", "start_s": 83 }, { "end_s": 130, "expected_answer": "Install the fan blades", "start_s": 114 }, { "end_s": 163, "expected_answer": "Install the light under the fan", "start_s": 135 } ]
193
Illustrate me on the steps of install shower head according to the video.
0
193
{ "dataset": "ovo_bench", "first_trigger_lead_s": 38, "machine_risk_level": "high", "monitoring_horizon_s": 193, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 193, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memory_length_...
ovo_bench_proactive:1545
ovo_bench_proactive:1545
proactive
SSR
src_videos/COIN/va1W1yeLVWI.mp4
[ { "end_s": 44, "expected_answer": "replace the old shower head", "start_s": 38 }, { "end_s": 126, "expected_answer": "wrap the pipe band", "start_s": 105 }, { "end_s": 193, "expected_answer": "install the new shower head", "start_s": 127 } ]
69
Illustrate me on the steps of make slime with glue according to the video.
0
69
{ "dataset": "ovo_bench", "first_trigger_lead_s": 5, "machine_risk_level": "high", "monitoring_horizon_s": 69, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 69, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memory_length_s":...
ovo_bench_proactive:1546
ovo_bench_proactive:1546
proactive
SSR
src_videos/COIN/fYTcH6fSHFM.mp4
[ { "end_s": 17, "expected_answer": "add different kinds of ingredients", "start_s": 5 }, { "end_s": 37, "expected_answer": "mix the raw materials", "start_s": 18 }, { "end_s": 42, "expected_answer": "Take the mucus out of the cup", "start_s": 41 } ]
208
Illustrate me on the steps of change bike tires according to the video.
0
208
{ "dataset": "ovo_bench", "first_trigger_lead_s": 34, "machine_risk_level": "high", "monitoring_horizon_s": 208, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 208, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memory_length_...
ovo_bench_proactive:1547
ovo_bench_proactive:1547
proactive
SSR
src_videos/COIN/Hf2AisK1wHY.mp4
[ { "end_s": 64, "expected_answer": "unload the wheel", "start_s": 34 }, { "end_s": 102, "expected_answer": "remove the tire", "start_s": 66 }, { "end_s": 114, "expected_answer": "load the inner tube", "start_s": 106 }, { "end_s": 134, "expected_answer": "load t...
149
Illustrate me on the steps of replace battery on tv control according to the video.
0
149
{ "dataset": "ovo_bench", "first_trigger_lead_s": 87, "machine_risk_level": "high", "monitoring_horizon_s": 149, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 149, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memory_length_...
ovo_bench_proactive:1548
ovo_bench_proactive:1548
proactive
SSR
src_videos/COIN/V7SKv1tHWZ4.mp4
[ { "end_s": 96, "expected_answer": "open cover", "start_s": 87 }, { "end_s": 107, "expected_answer": "remove battery", "start_s": 101 }, { "end_s": 139, "expected_answer": "put battery in", "start_s": 135 }, { "end_s": 149, "expected_answer": "close cover", ...
155
Illustrate me on the steps of wrap zongzi according to the video.
0
155
{ "dataset": "ovo_bench", "first_trigger_lead_s": 99.65, "machine_risk_level": "high", "monitoring_horizon_s": 155, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 155, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memory_leng...
ovo_bench_proactive:1549
ovo_bench_proactive:1549
proactive
SSR
src_videos/COIN/iPhI5xRvJHM.mp4
[ { "end_s": 137, "expected_answer": "add ingredients into cone", "start_s": 99.65 }, { "end_s": 142, "expected_answer": "fold the leaves", "start_s": 138 }, { "end_s": 155, "expected_answer": "tie the zongzi tightly", "start_s": 144 } ]
56
Illustrate me on the steps of open champagne bottle according to the video.
0
56
{ "dataset": "ovo_bench", "first_trigger_lead_s": 24.1, "machine_risk_level": "high", "monitoring_horizon_s": 56, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 56, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memory_length_...
ovo_bench_proactive:1550
ovo_bench_proactive:1550
proactive
SSR
src_videos/COIN/_wanp-a6MEk.mp4
[ { "end_s": 27, "expected_answer": "tear out the foil", "start_s": 24.1 }, { "end_s": 42, "expected_answer": "turn the suspension link", "start_s": 29 }, { "end_s": 56, "expected_answer": "open the bottle carefully", "start_s": 50.1 } ]
201
Illustrate me on the steps of assemble office chair according to the video.
0
201
{ "dataset": "ovo_bench", "first_trigger_lead_s": 15, "machine_risk_level": "high", "monitoring_horizon_s": 201, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 201, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memory_length_...
ovo_bench_proactive:1551
ovo_bench_proactive:1551
proactive
SSR
src_videos/COIN/2uKIUxlomWg.mp4
[ { "end_s": 38, "expected_answer": "install the wheels for the base", "start_s": 15 }, { "end_s": 51.25, "expected_answer": "Insert Gas lift and Gas lift cover", "start_s": 41.25 }, { "end_s": 140.8, "expected_answer": "Attach Mechanism using 6 hex key bolts", "start_s": 5...
228
Illustrate me on the steps of replace memory chip according to the video.
0
228
{ "dataset": "ovo_bench", "first_trigger_lead_s": 5, "machine_risk_level": "high", "monitoring_horizon_s": 228, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 228, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memory_length_s...
ovo_bench_proactive:1552
ovo_bench_proactive:1552
proactive
SSR
src_videos/COIN/2vzC30892IE.mp4
[ { "end_s": 124, "expected_answer": "take out the shell", "start_s": 5 }, { "end_s": 140, "expected_answer": "remove the old memory chip", "start_s": 133 }, { "end_s": 183, "expected_answer": "install the new memory chip", "start_s": 141 }, { "end_s": 228, "exp...
185
Illustrate me on the steps of make candle according to the video.
0
185
{ "dataset": "ovo_bench", "first_trigger_lead_s": 98, "machine_risk_level": "high", "monitoring_horizon_s": 185, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 185, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memory_length_...
ovo_bench_proactive:1553
ovo_bench_proactive:1553
proactive
SSR
src_videos/COIN/5OSRrZ15R1E.mp4
[ { "end_s": 118, "expected_answer": "melt the wax with water", "start_s": 98 }, { "end_s": 132, "expected_answer": "put the candle wick into a vessel", "start_s": 119 }, { "end_s": 175, "expected_answer": "pour the wax into the vessel", "start_s": 132.85 }, { "end_...
207
Illustrate me on the steps of replace blade of a saw according to the video.
0
207
{ "dataset": "ovo_bench", "first_trigger_lead_s": 89, "machine_risk_level": "medium", "monitoring_horizon_s": 207, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 207, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memory_lengt...
ovo_bench_proactive:1554
ovo_bench_proactive:1554
proactive
SSR
src_videos/COIN/OvsX3KHPxNU.mp4
[ { "end_s": 125, "expected_answer": "Remove the old cutting disc", "start_s": 89 }, { "end_s": 147, "expected_answer": "install the new blade", "start_s": 126 }, { "end_s": 207, "expected_answer": "tighten the blade screw", "start_s": 148 } ]
209
Illustrate me on the steps of sow according to the video.
0
209
{ "dataset": "ovo_bench", "first_trigger_lead_s": 22, "machine_risk_level": "high", "monitoring_horizon_s": 209, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 209, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memory_length_...
ovo_bench_proactive:1555
ovo_bench_proactive:1555
proactive
SSR
src_videos/COIN/KlLCIDY3I8g.mp4
[ { "end_s": 48, "expected_answer": "prepare the soil carefully", "start_s": 22 }, { "end_s": 94, "expected_answer": "sow on the soil", "start_s": 53 }, { "end_s": 121.5, "expected_answer": "cover with some soil", "start_s": 96 }, { "end_s": 182.3, "expected_ans...
173
Illustrate me on the steps of use neti pot according to the video.
0
173
{ "dataset": "ovo_bench", "first_trigger_lead_s": 57, "machine_risk_level": "medium", "monitoring_horizon_s": 173, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 173, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memory_lengt...
ovo_bench_proactive:1556
ovo_bench_proactive:1556
proactive
SSR
src_videos/COIN/LLwIkpiViak.mp4
[ { "end_s": 61, "expected_answer": "add a small amount of salt to Neti Pot", "start_s": 57 }, { "end_s": 70, "expected_answer": "shake and stir", "start_s": 63 }, { "end_s": 154, "expected_answer": "fill a nostril with saline and do the same to the other nostril", "start_s...
135
Illustrate me on the steps of remove blackheads with glue according to the video.
0
135
{ "dataset": "ovo_bench", "first_trigger_lead_s": 51, "machine_risk_level": "high", "monitoring_horizon_s": 135, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 135, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memory_length_...
ovo_bench_proactive:1557
ovo_bench_proactive:1557
proactive
SSR
src_videos/COIN/N_qj_iSrF64.mp4
[ { "end_s": 81, "expected_answer": "Mix the beauty powder with water to make a beauty paste", "start_s": 51 }, { "end_s": 107, "expected_answer": "wipe the glue to a layer", "start_s": 82 }, { "end_s": 135, "expected_answer": "reveal the glue from the face", "start_s": 108...
17
How many times has "breaking something" occurred?
0
17
{ "dataset": "ovo_bench", "first_trigger_lead_s": 11.2, "machine_risk_level": "high", "monitoring_horizon_s": 17, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 17, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": 0, "source_memory_length_...
ovo_bench_proactive:1558
ovo_bench_proactive:1558
proactive
REC
src_videos/perception_test/video_4017.mp4
[ { "end_s": 16.2, "expected_answer": "1", "start_s": 11.2 } ]
19.988
How many times has "showing something to the camera" occurred?
0
19.988
{ "dataset": "ovo_bench", "first_trigger_lead_s": 1.4, "machine_risk_level": "high", "media_boundary_adjustments": [ { "effective_value_s": 19.988, "field": "windows[2].end_s", "reason": "beyond_last_readable_frame", "source_value_s": 20.5 }, { "effective_value_s": 19.9...
ovo_bench_proactive:1559
ovo_bench_proactive:1559
proactive
REC
src_videos/perception_test/video_2618.mp4
[ { "end_s": 6.4, "expected_answer": "1", "start_s": 1.4 }, { "end_s": 12.7, "expected_answer": "2", "start_s": 7.7 }, { "end_s": 19.988, "expected_answer": "3", "start_s": 15.5 } ]
7.9
How many times has "opening something" occurred?
0
7.9
{ "dataset": "ovo_bench", "first_trigger_lead_s": 2.9, "machine_risk_level": "high", "monitoring_horizon_s": 7.9, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 7.9, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": -3.9, "source_memory_len...
ovo_bench_proactive:1560
ovo_bench_proactive:1560
proactive
REC
src_videos/perception_test/video_9373.mp4
[ { "end_s": 7.9, "expected_answer": "1", "start_s": 2.9 } ]
27.4
How many times has "showing something to the camera" occurred?
0
27.4
{ "dataset": "ovo_bench", "first_trigger_lead_s": 22.4, "machine_risk_level": "high", "monitoring_horizon_s": 27.4, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 27.4, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": -1.4, "source_memory_...
ovo_bench_proactive:1561
ovo_bench_proactive:1561
proactive
REC
src_videos/perception_test/video_9200.mp4
[ { "end_s": 27.4, "expected_answer": "1", "start_s": 22.4 } ]
34.1
How many times has "showing something to the camera" occurred?
0
34.1
{ "dataset": "ovo_bench", "first_trigger_lead_s": 1.3, "machine_risk_level": "high", "monitoring_horizon_s": 34.1, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 34.1, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": -0.1, "source_memory_l...
ovo_bench_proactive:1562
ovo_bench_proactive:1562
proactive
REC
src_videos/perception_test/video_10889.mp4
[ { "end_s": 6.3, "expected_answer": "1", "start_s": 1.3 }, { "end_s": 15.2, "expected_answer": "2", "start_s": 10.2 }, { "end_s": 23.7, "expected_answer": "3", "start_s": 18.7 }, { "end_s": 34.1, "expected_answer": "4", "start_s": 29.1 } ]
25.35
How many times has "opening something" occurred?
0
25.35
{ "dataset": "ovo_bench", "first_trigger_lead_s": 0.85, "machine_risk_level": "high", "monitoring_horizon_s": 25.35, "point_response_tolerance_s": 5, "required_ability": "", "retention_gap_s": 25.35, "source_file": "ovo_bench_proactive.json", "source_memory_length_discrepancy_s": -5.35, "source_memo...
ovo_bench_proactive:1563
ovo_bench_proactive:1563
proactive
REC
src_videos/perception_test/video_6713.mp4
[ { "end_s": 5.85, "expected_answer": "1", "start_s": 0.85 }, { "end_s": 25.35, "expected_answer": "2", "start_s": 20.35 } ]
34.883
How many times has "showing something to the camera" occurred?
0
34.883
{ "dataset": "ovo_bench", "first_trigger_lead_s": 5.7, "machine_risk_level": "high", "media_boundary_adjustments": [ { "effective_value_s": 34.883, "field": "windows[4].end_s", "reason": "beyond_last_readable_frame", "source_value_s": 35.25 }, { "effective_value_s": 34....
ovo_bench_proactive:1564
ovo_bench_proactive:1564
proactive
REC
src_videos/perception_test/video_3161.mp4
[ { "end_s": 10.7, "expected_answer": "1", "start_s": 5.7 }, { "end_s": 16.35, "expected_answer": "2", "start_s": 11.35 }, { "end_s": 22.7, "expected_answer": "3", "start_s": 17.7 }, { "end_s": 29.75, "expected_answer": "4", "start_s": 24.75 }, { "en...
End of preview. Expand in Data Studio

TRACE

Temporal Audit and Condition-aware Evaluation of Streaming Video Understanding

Timestamped video QA and proactive-response annotations for evaluating what a model knows, when it knows it, and how it responds.

TRACE GitHub repository Search TRACE on arXiv

How TRACE works

TRACE evaluation design from causal video input through the evaluation core, model adapter, model or system, and scoring

TRACE separates causal video delivery, model interaction, and scoring. The same public contract makes QA and Proactive Response results auditable across models:

  • QA: answer a question using only the video evidence available when it arrives.
  • Proactive Response: produce the requested response inside the annotated event or state window.
  • Traceability: retain source identities, release hashes, temporal annotations, and validation artifacts.

Release at a glance

Population Records Windows
QA 833 —
Proactive Response 415 1,338
Proactive standard subset 407 1,270
Proactive sampling-stress subset 8 68
Tiny setup subset 9 QA + 9 Proactive —

This repository contains the frozen v1.1.0 annotation snapshot. It does not include videos or model weights. video_path values are relative provenance identifiers; users must obtain permitted source videos from their upstream providers.

Files

The release also includes tiny and Proactive subset definitions, review change and exclusion ledgers, a review summary, and a validation report. Keep these sidecar files together when verifying the manifest.

Data terms and limitations

This dataset contains public ground truth for evaluation, not model input. Timestamps use the original video time coordinate and intervals are half-open. Review coverage and known limitations are recorded in the release artifacts.

Please read DATA_TERMS.md and THIRD_PARTY_NOTICES.md before use. TRACE-owned additions are separately described there; the MIT code license does not relicense upstream data or videos. Upstream redistribution permissions must be resolved before making this dataset public.

Citation

See CITATION.cff for the TRACE citation and upstream attribution requirements. When reporting results, include the data release, protocol, and scorer versions used.

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