CewEhao/OPD-TV-Qwen3-VL-8B
Video-Text-to-Text • 9B • Updated • 39
data_source stringclasses 1
value | prompt listlengths 1 1 | videos listlengths 1 1 | teacher_videos listlengths 1 1 | ability stringclasses 1
value | reward_model dict | extra_info dict |
|---|---|---|---|---|---|---|
timelens_video_opsd | [
{
"content": "<video>\nLocate the temporal span for this query: Show me the moment when the beaten eggs are poured into the pan.\nReturn only JSON: {\"start\": seconds, \"end\": seconds}.",
"role": "user"
}
] | [
{
"frame_times": [
0.68,
2.039,
3.399,
4.758,
6.117,
7.477,
8.836,
10.196,
11.555,
12.915,
14.274,
15.633,
16.993,
18.352,
19.712,
21.071,
22.431,
23.79,
25.149,
26.509,
27.868,
29... | [
{
"frame_times": [
0.906,
2.719,
4.531,
6.344,
8.157,
9.969,
11.782,
13.594,
15.407,
17.219,
19.032,
20.845,
22.657,
24.47,
26.282,
28.095,
29.907,
31.72,
33.533,
35.345,
37.158,
3... | temporal_video_grounding | {
"ground_truth": {
"end": 127,
"start": 122
},
"style": "none"
} | {
"category": "A_TOKEN_BROAD_GAIN",
"delta_iou": 0.5,
"gt_len_sec": 5,
"gt_span": [
122,
127
],
"id": "timelens100k-src-011379-03-00",
"iou_s": 0.5,
"iou_t": 1,
"length_balanced_mix": "len_balanced_with_aux_v1",
"length_balanced_source": "full_priority_24000_teacher_adv",
"length_bin": "2_... |
timelens_video_opsd | [
{
"content": "<video>\nLocate the temporal span for this query: Show the time when the boy is wearing a red shirt and brown pants.\nReturn only JSON: {\"start\": seconds, \"end\": seconds}.",
"role": "user"
}
] | [
{
"frame_times": [
0.151,
0.452,
0.754,
1.056,
1.357,
1.659,
1.96,
2.262,
2.564,
2.865,
3.167,
3.468,
3.77,
4.072,
4.373,
4.675,
4.977,
5.278,
5.58,
5.881,
6.183,
6.485,
6.78... | [
{
"frame_times": [
0.201,
0.594,
0.603,
1.005,
1.407,
1.781,
1.81,
2.212,
2.614,
2.969,
3.016,
3.418,
3.82,
4.156,
4.222,
4.625,
5.027,
5.344,
5.429,
5.831,
6.233,
6.531,
6.6... | temporal_video_grounding | {
"ground_truth": {
"end": 38,
"start": 0
},
"style": "none"
} | {
"category": "B_STABLE_BOTH_GOOD",
"delta_iou": 0.00271,
"gt_len_sec": 38,
"gt_span": [
0,
38
],
"id": "timelens100k-src-017392-01-00",
"iou_s": 0.984303,
"iou_t": 0.987013,
"length_balanced_mix": "len_balanced_with_aux_v1",
"length_balanced_source": "v3_priority_4000_with_aux",
"length_b... |
timelens_video_opsd | [
{
"content": "<video>\nLocate the temporal span for this query: Identify the moment the man uses a socket wrench to loosen the rear axle nut.\nReturn only JSON: {\"start\": seconds, \"end\": seconds}.",
"role": "user"
}
] | [
{
"frame_times": [
1.402,
4.206,
7.01,
9.814,
12.619,
15.423,
18.227,
21.031,
23.835,
26.639,
29.443,
32.248,
35.052,
37.856,
40.66,
43.464,
46.268,
49.072,
51.877,
54.681,
57.485,
... | [
{
"frame_times": [
1.869,
5.608,
9.347,
13.086,
16.825,
20.564,
24.303,
28.041,
31.094,
31.281,
31.469,
31.656,
31.78,
31.844,
32.031,
32.219,
32.406,
32.594,
32.781,
32.969,
33.156,
... | temporal_video_grounding | {
"ground_truth": {
"end": 37,
"start": 31
},
"style": "none"
} | {
"category": "A_TOKEN_STRONG_LOW_RHO",
"delta_iou": 0.345455,
"gt_len_sec": 6,
"gt_span": [
31,
37
],
"id": "timelens100k-src-006663-01-00",
"iou_s": 0.2,
"iou_t": 0.545455,
"length_balanced_mix": "len_balanced_with_aux_v1",
"length_balanced_source": "full_priority_24000_teacher_adv",
"le... |
timelens_video_opsd | [
{
"content": "<video>\nLocate the temporal span for this query: Show the process of grating a hard-boiled egg into a bowl.\nReturn only JSON: {\"start\": seconds, \"end\": seconds}.",
"role": "user"
}
] | [
{
"frame_times": [
1.014,
3.043,
5.071,
7.1,
9.129,
11.157,
13.186,
15.214,
17.243,
19.272,
21.3,
23.329,
25.357,
27.386,
29.415,
31.443,
33.472,
35.5,
37.529,
39.557,
41.586,
43.6... | [
{
"frame_times": [
1.352,
4.057,
6.762,
9.467,
12.172,
14.876,
17.581,
20.286,
22.991,
25.695,
28.4,
31.105,
33.81,
36.515,
39.219,
41.924,
44.629,
47.334,
50.039,
52.743,
55.448,
... | temporal_video_grounding | {
"ground_truth": {
"end": 127,
"start": 122
},
"style": "none"
} | {
"category": "A_TOKEN_STRONG_LOW_RHO",
"delta_iou": 0.8,
"gt_len_sec": 5,
"gt_span": [
122,
127
],
"id": "timelens100k-src-001080-01-00",
"iou_s": 0,
"iou_t": 0.8,
"length_balanced_mix": "len_balanced_with_aux_v1",
"length_balanced_source": "full_priority_24000_teacher_adv",
"length_bin":... |
timelens_video_opsd | [
{
"content": "<video>\nLocate the temporal span for this query: Find the moment where the video explains the convex and concave sides of the sequins.\nReturn only JSON: {\"start\": seconds, \"end\": seconds}.",
"role": "user"
}
] | [
{
"frame_times": [
0.537,
1.612,
2.688,
3.762,
4.837,
5.912,
6.987,
8.062,
9.137,
10.213,
11.287,
12.362,
13.438,
14.512,
15.587,
16.662,
17.738,
18.812,
19.887,
20.962,
22.037,
23... | [
{
"frame_times": [
0.717,
2.15,
3.583,
5.017,
6.45,
7.883,
9.317,
10.75,
12.183,
13.617,
15.05,
16.483,
17.917,
19.35,
20.783,
22.217,
23.65,
25.083,
26.517,
27.95,
29.383,
30.817,... | temporal_video_grounding | {
"ground_truth": {
"end": 79,
"start": 75
},
"style": "none"
} | {
"category": "A_TOKEN_STRONG_LOW_RHO",
"delta_iou": 0.8,
"gt_len_sec": 4,
"gt_span": [
75,
79
],
"id": "timelens100k-src-008087-03-00",
"iou_s": 0,
"iou_t": 0.8,
"length_balanced_mix": "len_balanced_with_aux_v1",
"length_balanced_source": "full_priority_24000_teacher_adv",
"length_bin": "... |
timelens_video_opsd | [
{
"content": "<video>\nLocate the temporal span for this query: At what point does the man demonstrate how to close the lid of the popcorn box?\nReturn only JSON: {\"start\": seconds, \"end\": seconds}.",
"role": "user"
}
] | [
{
"frame_times": [
0.578,
1.735,
2.892,
4.048,
5.205,
6.361,
7.518,
8.675,
9.831,
10.988,
12.145,
13.301,
14.458,
15.614,
16.771,
17.928,
19.084,
20.241,
21.398,
22.554,
23.711,
24... | [
{
"frame_times": [
0.771,
2.313,
3.855,
5.398,
6.94,
8.482,
10.024,
11.566,
13.108,
14.651,
16.193,
17.735,
19.277,
20.819,
22.361,
23.904,
25.446,
26.988,
28.53,
30.072,
31.614,
3... | temporal_video_grounding | {
"ground_truth": {
"end": 70,
"start": 63
},
"style": "none"
} | {
"category": "A_TOKEN_BROAD_GAIN",
"delta_iou": 0.444444,
"gt_len_sec": 7,
"gt_span": [
63,
70
],
"id": "timelens100k-src-008442-02-00",
"iou_s": 0,
"iou_t": 0.444444,
"length_balanced_mix": "len_balanced_with_aux_v1",
"length_balanced_source": "v3_priority_4000_with_aux",
"length_bin": "... |
timelens_video_opsd | [
{
"content": "<video>\nLocate the temporal span for this query: At what moment is the lid being slid off the pan to reveal the bread?\nReturn only JSON: {\"start\": seconds, \"end\": seconds}.",
"role": "user"
}
] | [
{
"frame_times": [
0.475,
1.424,
2.374,
3.323,
4.273,
5.222,
6.172,
7.121,
8.071,
9.02,
9.97,
10.919,
11.868,
12.818,
13.767,
14.717,
15.666,
16.616,
17.565,
18.515,
19.464,
20.414... | [
{
"frame_times": [
0.633,
1.899,
3.165,
4.431,
5.697,
6.963,
8.229,
9.495,
10.761,
12.027,
13.293,
14.559,
15.825,
17.091,
18.357,
19.623,
20.889,
22.155,
23.42,
24.686,
25.952,
27... | temporal_video_grounding | {
"ground_truth": {
"end": 52,
"start": 46
},
"style": "none"
} | {
"category": "A_TOKEN_MAIN_LOW_RHO",
"delta_iou": 0.416667,
"gt_len_sec": 6,
"gt_span": [
46,
52
],
"id": "timelens100k-src-010569-01-00",
"iou_s": 0.333333,
"iou_t": 0.75,
"length_balanced_mix": "len_balanced_with_aux_v1",
"length_balanced_source": "v3_priority_4000_with_aux",
"length_bi... |
timelens_video_opsd | [
{
"content": "<video>\nLocate the temporal span for this query: Show the action of mixing the breadcrumbs with herbs and spices.\nReturn only JSON: {\"start\": seconds, \"end\": seconds}.",
"role": "user"
}
] | [
{
"frame_times": [
0.63,
1.89,
3.151,
4.411,
5.671,
6.932,
8.192,
9.452,
10.713,
11.973,
13.233,
14.494,
15.754,
17.014,
18.275,
19.535,
20.795,
22.055,
23.316,
24.576,
25.836,
27.... | [
{
"frame_times": [
0.84,
2.521,
4.201,
5.881,
7.562,
9.242,
10.923,
12.603,
14.284,
15.964,
17.644,
19.325,
21.005,
22.686,
24.366,
26.046,
27.727,
29.407,
31.088,
32.768,
34.449,
... | temporal_video_grounding | {
"ground_truth": {
"end": 73,
"start": 60
},
"style": "none"
} | {
"category": "B_STABLE_BOTH_GOOD",
"delta_iou": -0.071429,
"gt_len_sec": 13,
"gt_span": [
60,
73
],
"id": "timelens100k-src-001295-02-00",
"iou_s": 0.928571,
"iou_t": 0.857143,
"length_balanced_mix": "len_balanced_with_aux_v1",
"length_balanced_source": "v3_priority_4000_with_aux",
"lengt... |
timelens_video_opsd | [
{
"content": "<video>\nLocate the temporal span for this query: When can we see the 'Lip Gloss & a Sander' logo?\nReturn only JSON: {\"start\": seconds, \"end\": seconds}.",
"role": "user"
}
] | [
{
"frame_times": [
0.173,
0.52,
0.867,
1.213,
1.56,
1.906,
2.253,
2.6,
2.946,
3.293,
3.639,
3.986,
4.333,
4.679,
5.026,
5.373,
5.719,
6.066,
6.412,
6.759,
7.106,
7.452,
7.799... | [
{
"frame_times": [
0.016,
0.047,
0.078,
0.109,
0.141,
0.172,
0.203,
0.231,
0.234,
0.266,
0.297,
0.328,
0.359,
0.391,
0.422,
0.453,
0.484,
0.516,
0.547,
0.578,
0.609,
0.641,
0... | temporal_video_grounding | {
"ground_truth": {
"end": 1,
"start": 0
},
"style": "none"
} | {
"category": "A_TOKEN_BROAD_GAIN",
"delta_iou": 0.411765,
"gt_len_sec": 1,
"gt_span": [
0,
1
],
"id": "timelens100k-src-000952-00-00",
"iou_s": 0.588235,
"iou_t": 1,
"length_balanced_mix": "len_balanced_with_aux_v1",
"length_balanced_source": "full_priority_24000_teacher_adv",
"length_bin... |
timelens_video_opsd | [
{
"content": "<video>\nLocate the temporal span for this query: When does the cook begin to mix all the ingredients together by hand?\nReturn only JSON: {\"start\": seconds, \"end\": seconds}.",
"role": "user"
}
] | [
{
"frame_times": [
0.996,
2.987,
4.979,
6.97,
8.962,
10.954,
12.945,
14.937,
16.928,
18.92,
20.911,
22.903,
24.895,
26.886,
28.878,
30.869,
32.861,
34.852,
36.844,
38.835,
40.827,
... | [
{
"frame_times": [
1.328,
3.983,
6.639,
9.294,
11.949,
14.605,
17.26,
19.916,
22.571,
25.226,
27.882,
30.537,
33.193,
35.848,
38.504,
41.159,
43.814,
46.47,
49.125,
51.781,
54.436,
... | temporal_video_grounding | {
"ground_truth": {
"end": 162,
"start": 158
},
"style": "none"
} | {
"category": "A_TOKEN_STRONG_LOW_RHO",
"delta_iou": 0.8,
"gt_len_sec": 4,
"gt_span": [
158,
162
],
"id": "timelens100k-src-019387-04-00",
"iou_s": 0,
"iou_t": 0.8,
"length_balanced_mix": "len_balanced_with_aux_v1",
"length_balanced_source": "full_priority_24000_teacher_adv",
"length_bin":... |
timelens_video_opsd | [
{
"content": "<video>\nLocate the temporal span for this query: When does the artist use a thin brush to draw the initial veins on the board?\nReturn only JSON: {\"start\": seconds, \"end\": seconds}.",
"role": "user"
}
] | [
{
"frame_times": [
0.922,
2.767,
4.611,
6.455,
8.3,
10.144,
11.988,
13.833,
15.677,
17.522,
19.366,
21.21,
23.055,
24.899,
26.743,
28.588,
30.432,
32.277,
34.121,
35.965,
37.81,
39... | [
{
"frame_times": [
1.23,
3.689,
6.148,
8.607,
11.066,
13.525,
15.985,
18.444,
20.903,
23.362,
25.094,
25.281,
25.469,
25.656,
25.821,
25.844,
26.031,
26.219,
26.406,
26.594,
26.781,
... | temporal_video_grounding | {
"ground_truth": {
"end": 31,
"start": 25
},
"style": "none"
} | {
"category": "A_TOKEN_BROAD_GAIN",
"delta_iou": 0.444444,
"gt_len_sec": 6,
"gt_span": [
25,
31
],
"id": "timelens100k-src-019285-00-00",
"iou_s": 0,
"iou_t": 0.444444,
"length_balanced_mix": "len_balanced_with_aux_v1",
"length_balanced_source": "full_priority_24000_teacher_adv",
"length_b... |
timelens_video_opsd | [
{
"content": "<video>\nLocate the temporal span for this query: When is the OPI Nail Envy base coat being applied to the nail?\nReturn only JSON: {\"start\": seconds, \"end\": seconds}.",
"role": "user"
}
] | [
{
"frame_times": [
1.165,
3.494,
5.823,
8.152,
10.481,
12.81,
15.139,
17.468,
19.797,
22.126,
24.455,
26.784,
29.113,
31.442,
33.772,
36.101,
38.43,
40.759,
43.088,
45.417,
47.746,
... | [
{
"frame_times": [
1.553,
4.658,
7.764,
10.869,
13.974,
17.08,
20.185,
23.291,
26.396,
29.502,
30.109,
30.328,
30.547,
30.766,
30.984,
31.203,
31.422,
31.641,
31.859,
32.078,
32.297,
... | temporal_video_grounding | {
"ground_truth": {
"end": 37,
"start": 30
},
"style": "none"
} | {
"category": "A_TOKEN_STRONG_LOW_RHO",
"delta_iou": 0.6,
"gt_len_sec": 7,
"gt_span": [
30,
37
],
"id": "timelens100k-src-000547-00-00",
"iou_s": 0,
"iou_t": 0.6,
"length_balanced_mix": "len_balanced_with_aux_v1",
"length_balanced_source": "full_priority_24000_teacher_adv",
"length_bin": "... |
timelens_video_opsd | [
{
"content": "<video>\nLocate the temporal span for this query: When is the dog seen wearing a red collar?\nReturn only JSON: {\"start\": seconds, \"end\": seconds}.",
"role": "user"
}
] | [
{
"frame_times": [
0.253,
0.759,
1.264,
1.77,
2.276,
2.781,
3.287,
3.793,
4.299,
4.804,
5.31,
5.816,
6.321,
6.827,
7.333,
7.839,
8.344,
8.85,
9.356,
9.861,
10.367,
10.873,
11... | [
{
"frame_times": [
0.337,
0.547,
1.011,
1.641,
1.686,
2.36,
2.734,
3.034,
3.709,
3.828,
4.383,
4.922,
5.057,
5.731,
6.016,
6.406,
7.08,
7.109,
7.754,
8.203,
8.429,
9.103,
9.2... | temporal_video_grounding | {
"ground_truth": {
"end": 35,
"start": 0
},
"style": "none"
} | {
"category": "B_STABLE_BOTH_GOOD",
"delta_iou": 0,
"gt_len_sec": 35,
"gt_span": [
0,
35
],
"id": "timelens100k-src-018425-00-00",
"iou_s": 0.958904,
"iou_t": 0.958904,
"length_balanced_mix": "len_balanced_with_aux_v1",
"length_balanced_source": "v3_priority_4000_with_aux",
"length_bin": "... |
timelens_video_opsd | [
{
"content": "<video>\nLocate the temporal span for this query: When is the batter poured into the baking pan?\nReturn only JSON: {\"start\": seconds, \"end\": seconds}.",
"role": "user"
}
] | [
{
"frame_times": [
0.607,
1.82,
3.033,
4.246,
5.459,
6.673,
7.886,
9.099,
10.312,
11.526,
12.739,
13.952,
15.165,
16.378,
17.592,
18.805,
20.018,
21.231,
22.444,
23.658,
24.871,
26... | [
{
"frame_times": [
0.809,
2.426,
4.044,
5.662,
7.279,
8.897,
10.515,
12.132,
13.75,
15.367,
16.985,
18.603,
20.22,
21.838,
23.456,
25.073,
26.691,
28.308,
29.926,
31.544,
33.161,
3... | temporal_video_grounding | {
"ground_truth": {
"end": 97,
"start": 82
},
"style": "none"
} | {
"category": "A_TOKEN_BROAD_GAIN_WEAK",
"delta_iou": 0.120833,
"gt_len_sec": 15,
"gt_span": [
82,
97
],
"id": "timelens100k-src-008743-03-00",
"iou_s": 0.8125,
"iou_t": 0.933333,
"length_balanced_mix": "len_balanced_with_aux_v1",
"length_balanced_source": "v3_priority_4000_with_aux",
"len... |
timelens_video_opsd | [
{
"content": "<video>\nLocate the temporal span for this query: When is the man in the yellow pants playing the guitar?\nReturn only JSON: {\"start\": seconds, \"end\": seconds}.",
"role": "user"
}
] | [
{
"frame_times": [
0.352,
1.055,
1.758,
2.461,
3.164,
3.867,
4.57,
5.273,
5.976,
6.679,
7.382,
8.085,
8.788,
9.491,
10.194,
10.897,
11.6,
12.303,
13.006,
13.709,
14.412,
15.115,
... | [
{
"frame_times": [
0.469,
1.391,
1.406,
2.343,
3.281,
4.172,
4.218,
5.156,
6.093,
6.953,
7.03,
7.968,
8.905,
9.734,
9.843,
10.78,
11.717,
12.516,
12.655,
13.592,
14.53,
15.297,
... | temporal_video_grounding | {
"ground_truth": {
"end": 89,
"start": 0
},
"style": "none"
} | {
"category": "B_STABLE_BOTH_GOOD",
"delta_iou": 0.003337,
"gt_len_sec": 89,
"gt_span": [
0,
89
],
"id": "timelens100k-src-017792-00-00",
"iou_s": 0.993304,
"iou_t": 0.996641,
"length_balanced_mix": "len_balanced_with_aux_v1",
"length_balanced_source": "v3_priority_4000_with_aux",
"length_... |
timelens_video_opsd | [
{
"content": "<video>\nLocate the temporal span for this query: When is the safety warning with the yellow triangle shown?\nReturn only JSON: {\"start\": seconds, \"end\": seconds}.",
"role": "user"
}
] | [
{
"frame_times": [
0.306,
0.917,
1.528,
2.139,
2.751,
3.362,
3.973,
4.584,
5.196,
5.807,
6.418,
7.029,
7.641,
8.252,
8.863,
9.474,
10.086,
10.697,
11.308,
11.919,
12.531,
13.142,
... | [
{
"frame_times": [
0.407,
1.222,
2.038,
2.852,
3.667,
4.482,
5.297,
6.112,
6.927,
7.742,
8.557,
9.125,
9.373,
9.375,
9.625,
9.875,
10.125,
10.187,
10.375,
10.625,
10.875,
11.002,
... | temporal_video_grounding | {
"ground_truth": {
"end": 17,
"start": 9
},
"style": "none"
} | {
"category": "A_TOKEN_BROAD_GAIN_WEAK",
"delta_iou": 0.061957,
"gt_len_sec": 8,
"gt_span": [
9,
17
],
"id": "timelens100k-src-001693-00-00",
"iou_s": 0.816092,
"iou_t": 0.878049,
"length_balanced_mix": "len_balanced_with_aux_v1",
"length_balanced_source": "v3_priority_4000_with_aux",
"len... |
timelens_video_opsd | [
{
"content": "<video>\nLocate the temporal span for this query: When does the woman apply the mask to her face?\nReturn only JSON: {\"start\": seconds, \"end\": seconds}.",
"role": "user"
}
] | [
{
"frame_times": [
0.585,
1.755,
2.925,
4.095,
5.265,
6.435,
7.605,
8.775,
9.945,
11.115,
12.285,
13.455,
14.625,
15.795,
16.965,
18.135,
19.305,
20.475,
21.645,
22.815,
23.985,
25... | [
{
"frame_times": [
0.78,
2.34,
3.9,
5.46,
7.02,
8.58,
10.14,
11.7,
13.26,
14.82,
16.38,
17.94,
19.5,
21.06,
22.62,
24.18,
25.74,
27.3,
28.86,
30.42,
31.98,
33.54,
35.1,
... | temporal_video_grounding | {
"ground_truth": {
"end": 96,
"start": 85
},
"style": "none"
} | {
"category": "A_TOKEN_BROAD_GAIN",
"delta_iou": 0.153846,
"gt_len_sec": 11,
"gt_span": [
85,
96
],
"id": "timelens100k-src-012428-03-00",
"iou_s": 0.846154,
"iou_t": 1,
"length_balanced_mix": "len_balanced_with_aux_v1",
"length_balanced_source": "v3_priority_4000_with_aux",
"length_bin": ... |
timelens_video_opsd | [
{
"content": "<video>\nLocate the temporal span for this query: Identify when the man points directly at the camera at the end.\nReturn only JSON: {\"start\": seconds, \"end\": seconds}.",
"role": "user"
}
] | [
{
"frame_times": [
0.379,
1.137,
1.895,
2.653,
3.411,
4.17,
4.928,
5.686,
6.444,
7.202,
7.96,
8.718,
9.476,
10.234,
10.992,
11.75,
12.509,
13.267,
14.025,
14.783,
15.541,
16.299,
... | [
{
"frame_times": [
0.505,
1.516,
2.527,
3.538,
4.549,
5.559,
6.57,
7.581,
8.592,
9.603,
10.613,
11.624,
12.635,
13.646,
14.656,
15.667,
16.678,
17.689,
18.7,
19.71,
20.721,
21.732,... | temporal_video_grounding | {
"ground_truth": {
"end": 97,
"start": 95
},
"style": "none"
} | {
"category": "A_TOKEN_STRONG_LOW_RHO",
"delta_iou": 1,
"gt_len_sec": 2,
"gt_span": [
95,
97
],
"id": "timelens100k-src-000405-04-00",
"iou_s": 0,
"iou_t": 1,
"length_balanced_mix": "len_balanced_with_aux_v1",
"length_balanced_source": "full_priority_24000_teacher_adv",
"length_bin": "le2"... |
timelens_video_opsd | [
{
"content": "<video>\nLocate the temporal span for this query: When is the woman pouring gin into a jigger?\nReturn only JSON: {\"start\": seconds, \"end\": seconds}.",
"role": "user"
}
] | [
{
"frame_times": [
0.656,
1.969,
3.281,
4.594,
5.906,
7.219,
8.531,
9.844,
11.156,
12.469,
13.781,
15.094,
16.406,
17.719,
19.031,
20.344,
21.656,
22.969,
24.281,
25.594,
26.906,
2... | [
{
"frame_times": [
0.875,
2.625,
4.375,
6.125,
7.875,
9.625,
11.375,
13.125,
14.875,
16.625,
18.375,
20.125,
21.875,
23.625,
25.375,
27.125,
28.875,
30.625,
32.375,
34.125,
35.875,
... | temporal_video_grounding | {
"ground_truth": {
"end": 48,
"start": 42
},
"style": "none"
} | {
"category": "A_TOKEN_BROAD_GAIN",
"delta_iou": 0.194444,
"gt_len_sec": 6,
"gt_span": [
42,
48
],
"id": "timelens100k-src-007214-00-00",
"iou_s": 0.555556,
"iou_t": 0.75,
"length_balanced_mix": "len_balanced_with_aux_v1",
"length_balanced_source": "v3_priority_4000_with_aux",
"length_bin"... |
timelens_video_opsd | [
{
"content": "<video>\nLocate the temporal span for this query: When are the different colored batters poured into the cake pan?\nReturn only JSON: {\"start\": seconds, \"end\": seconds}.",
"role": "user"
}
] | [
{
"frame_times": [
0.622,
1.866,
3.11,
4.354,
5.598,
6.842,
8.086,
9.33,
10.575,
11.819,
13.063,
14.307,
15.551,
16.795,
18.039,
19.283,
20.527,
21.771,
23.015,
24.259,
25.503,
26.... | [
{
"frame_times": [
0.829,
2.488,
4.147,
5.806,
7.464,
9.123,
10.782,
12.441,
14.099,
15.758,
17.417,
19.076,
20.734,
22.393,
24.052,
25.711,
27.369,
29.028,
30.687,
32.346,
34.004,
... | temporal_video_grounding | {
"ground_truth": {
"end": 88,
"start": 71
},
"style": "none"
} | {
"category": "A_TOKEN_BROAD_GAIN",
"delta_iou": 0.316176,
"gt_len_sec": 17,
"gt_span": [
71,
88
],
"id": "timelens100k-src-000818-03-00",
"iou_s": 0.625,
"iou_t": 0.941176,
"length_balanced_mix": "len_balanced_with_aux_v1",
"length_balanced_source": "v3_priority_4000_with_aux",
"length_bi... |
timelens_video_opsd | [
{
"content": "<video>\nLocate the temporal span for this query: Show me the time when the camera is filming an outdoor gathering.\nReturn only JSON: {\"start\": seconds, \"end\": seconds}.",
"role": "user"
}
] | [
{
"frame_times": [
0.096,
0.289,
0.482,
0.675,
0.868,
1.061,
1.254,
1.447,
1.64,
1.833,
2.025,
2.218,
2.411,
2.604,
2.797,
2.99,
3.183,
3.376,
3.569,
3.762,
3.954,
4.147,
4.3... | [
{
"frame_times": [
0.129,
0.375,
0.386,
0.643,
0.9,
1.125,
1.157,
1.415,
1.672,
1.875,
1.929,
2.186,
2.443,
2.625,
2.701,
2.958,
3.215,
3.375,
3.472,
3.729,
3.987,
4.125,
4.2... | temporal_video_grounding | {
"ground_truth": {
"end": 24,
"start": 0
},
"style": "none"
} | {
"category": "B_STABLE_BOTH_GOOD",
"delta_iou": 0,
"gt_len_sec": 24,
"gt_span": [
0,
24
],
"id": "timelens100k-src-017974-01-00",
"iou_s": 0.972014,
"iou_t": 0.972014,
"length_balanced_mix": "len_balanced_with_aux_v1",
"length_balanced_source": "v3_priority_4000_with_aux",
"length_bin": "... |
timelens_video_opsd | [
{
"content": "<video>\nLocate the temporal span for this query: Locate the part where a man in a camouflage jacket says he is not being fooled by the chicken free strips.\nReturn only JSON: {\"start\": seconds, \"end\": seconds}.",
"role": "user"
}
] | [
{
"frame_times": [
0.492,
1.475,
2.458,
3.441,
4.424,
5.407,
6.39,
7.373,
8.356,
9.339,
10.322,
11.305,
12.288,
13.272,
14.255,
15.238,
16.221,
17.204,
18.187,
19.17,
20.153,
21.13... | [
{
"frame_times": [
0.655,
1.966,
3.277,
4.588,
5.898,
7.209,
8.52,
9.831,
11.142,
12.452,
13.763,
15.074,
16.385,
17.695,
19.006,
20.317,
21.628,
22.938,
24.249,
25.56,
26.871,
28.... | temporal_video_grounding | {
"ground_truth": {
"end": 68,
"start": 65
},
"style": "none"
} | {
"category": "A_TOKEN_STRONG_LOW_RHO",
"delta_iou": 1,
"gt_len_sec": 3,
"gt_span": [
65,
68
],
"id": "timelens100k-src-010065-04-00",
"iou_s": 0,
"iou_t": 1,
"length_balanced_mix": "len_balanced_with_aux_v1",
"length_balanced_source": "full_priority_24000_teacher_adv",
"length_bin": "2_5"... |
timelens_video_opsd | [
{
"content": "<video>\nLocate the temporal span for this query: When do both the woman and the girl give a thumbs-up?\nReturn only JSON: {\"start\": seconds, \"end\": seconds}.",
"role": "user"
}
] | [
{
"frame_times": [
0.663,
1.99,
3.316,
4.643,
5.97,
7.296,
8.623,
9.949,
11.276,
12.603,
13.929,
15.256,
16.582,
17.909,
19.235,
20.562,
21.889,
23.215,
24.542,
25.868,
27.195,
28.... | [
{
"frame_times": [
0.884,
2.653,
4.422,
6.191,
7.96,
9.728,
11.497,
13.266,
15.035,
16.803,
18.572,
20.341,
22.11,
23.879,
25.647,
27.416,
29.185,
30.954,
32.722,
34.491,
36.26,
38... | temporal_video_grounding | {
"ground_truth": {
"end": 153,
"start": 150
},
"style": "none"
} | {
"category": "A_TOKEN_STRONG_LOW_RHO",
"delta_iou": 1,
"gt_len_sec": 3,
"gt_span": [
150,
153
],
"id": "timelens100k-src-010314-02-00",
"iou_s": 0,
"iou_t": 1,
"length_balanced_mix": "len_balanced_with_aux_v1",
"length_balanced_source": "full_priority_24000_teacher_adv",
"length_bin": "2_... |
timelens_video_opsd | [
{
"content": "<video>\nLocate the temporal span for this query: Locate the segment where a graphic about the G20 summit is displayed.\nReturn only JSON: {\"start\": seconds, \"end\": seconds}.",
"role": "user"
}
] | [
{
"frame_times": [
0.402,
1.207,
2.012,
2.816,
3.621,
4.426,
5.23,
6.035,
6.84,
7.645,
8.449,
9.254,
10.059,
10.863,
11.668,
12.473,
13.277,
14.082,
14.887,
15.691,
16.496,
17.301,... | [
{
"frame_times": [
0.536,
1.609,
2.682,
3.755,
4.828,
5.901,
6.974,
8.047,
9.12,
10.193,
11.266,
12.339,
13.411,
14.484,
15.557,
16.63,
17.703,
18.776,
19.849,
20.922,
21.995,
23.0... | temporal_video_grounding | {
"ground_truth": {
"end": 63,
"start": 26
},
"style": "none"
} | {
"category": "B_STABLE_BOTH_GOOD",
"delta_iou": 0.026316,
"gt_len_sec": 37,
"gt_span": [
26,
63
],
"id": "timelens100k-src-003515-02-00",
"iou_s": 0.947368,
"iou_t": 0.973684,
"length_balanced_mix": "len_balanced_with_aux_v1",
"length_balanced_source": "v3_priority_4000_with_aux",
"length... |
timelens_video_opsd | [
{
"content": "<video>\nLocate the temporal span for this query: Can you show me the part where different types of udon noodles are introduced?\nReturn only JSON: {\"start\": seconds, \"end\": seconds}.",
"role": "user"
}
] | [
{
"frame_times": [
0.585,
1.755,
2.926,
4.096,
5.266,
6.437,
7.607,
8.777,
9.948,
11.118,
12.288,
13.459,
14.629,
15.799,
16.97,
18.14,
19.31,
20.48,
21.651,
22.821,
23.991,
25.162... | [
{
"frame_times": [
0.78,
2.341,
3.901,
5.461,
7.022,
8.582,
10.143,
11.703,
13.264,
14.824,
16.384,
17.945,
19.505,
21.066,
22.359,
22.626,
23.078,
23.797,
24.186,
24.516,
25.234,
... | temporal_video_grounding | {
"ground_truth": {
"end": 45,
"start": 22
},
"style": "none"
} | {
"category": "A_TOKEN_BROAD_GAIN_WEAK",
"delta_iou": 0.130435,
"gt_len_sec": 23,
"gt_span": [
22,
45
],
"id": "timelens100k-src-009266-00-00",
"iou_s": 0.304348,
"iou_t": 0.434783,
"length_balanced_mix": "len_balanced_with_aux_v1",
"length_balanced_source": "v3_priority_4000_with_aux",
"l... |
timelens_video_opsd | [
{
"content": "<video>\nLocate the temporal span for this query: When does the camera show a solo view of the woman on the right while she is speaking?\nReturn only JSON: {\"start\": seconds, \"end\": seconds}.",
"role": "user"
}
] | [
{
"frame_times": [
0.362,
1.086,
1.811,
2.535,
3.259,
3.983,
4.707,
5.432,
6.156,
6.88,
7.604,
8.329,
9.053,
9.777,
10.501,
11.225,
11.95,
12.674,
13.398,
14.122,
14.846,
15.571,
... | [
{
"frame_times": [
0.483,
1.448,
2.414,
3.38,
4.345,
5.311,
6.277,
7.242,
8.208,
9.173,
10.139,
11.105,
12.07,
13.036,
14.002,
14.967,
15.933,
16.898,
17.864,
18.83,
19.795,
20.761... | temporal_video_grounding | {
"ground_truth": {
"end": 77,
"start": 56
},
"style": "none"
} | {
"category": "B_STABLE_BOTH_GOOD",
"delta_iou": -0.045455,
"gt_len_sec": 21,
"gt_span": [
56,
77
],
"id": "timelens100k-src-015184-04-00",
"iou_s": 1,
"iou_t": 0.954545,
"length_balanced_mix": "len_balanced_with_aux_v1",
"length_balanced_source": "v3_priority_4000_with_aux",
"length_bin":... |
timelens_video_opsd | [
{
"content": "<video>\nLocate the temporal span for this query: When do the two girls introduce themselves?\nReturn only JSON: {\"start\": seconds, \"end\": seconds}.",
"role": "user"
}
] | [
{
"frame_times": [
0.686,
2.058,
3.43,
4.802,
6.174,
7.546,
8.918,
10.29,
11.662,
13.033,
14.405,
15.777,
17.149,
18.521,
19.893,
21.265,
22.637,
24.009,
25.381,
26.753,
28.125,
29... | [
{
"frame_times": [
0.915,
2.744,
4.573,
6.402,
8.232,
10.047,
10.061,
10.141,
10.234,
10.328,
10.422,
10.516,
10.609,
10.703,
10.797,
10.891,
10.984,
11.078,
11.172,
11.266,
11.359,
... | temporal_video_grounding | {
"ground_truth": {
"end": 13,
"start": 10
},
"style": "none"
} | {
"category": "A_TOKEN_STRONG_LOW_RHO",
"delta_iou": 0.96,
"gt_len_sec": 3,
"gt_span": [
10,
13
],
"id": "timelens100k-src-008236-00-00",
"iou_s": 0.04,
"iou_t": 1,
"length_balanced_mix": "len_balanced_with_aux_v1",
"length_balanced_source": "full_priority_24000_teacher_adv",
"length_bin":... |
timelens_video_opsd | [
{
"content": "<video>\nLocate the temporal span for this query: When can we see a group of people taking a photo together, including a baby in a stroller?\nReturn only JSON: {\"start\": seconds, \"end\": seconds}.",
"role": "user"
}
] | [
{
"frame_times": [
0.224,
0.671,
1.118,
1.565,
2.012,
2.459,
2.906,
3.353,
3.8,
4.247,
4.694,
5.141,
5.588,
6.035,
6.482,
6.929,
7.377,
7.824,
8.271,
8.718,
9.165,
9.612,
10.... | [
{
"frame_times": [
0.298,
0.894,
1.49,
2.086,
2.682,
3.278,
3.875,
4.471,
5.067,
5.663,
6.259,
6.855,
7.094,
7.281,
7.451,
7.469,
7.656,
7.844,
8.031,
8.047,
8.219,
8.406,
8.... | temporal_video_grounding | {
"ground_truth": {
"end": 13,
"start": 7
},
"style": "none"
} | {
"category": "B_STABLE_BOTH_GOOD",
"delta_iou": -0.017998,
"gt_len_sec": 6,
"gt_span": [
7,
13
],
"id": "timelens100k-src-005675-00-00",
"iou_s": 0.794118,
"iou_t": 0.776119,
"length_balanced_mix": "len_balanced_with_aux_v1",
"length_balanced_source": "v3_priority_4000_with_aux",
"length_... |
timelens_video_opsd | [
{
"content": "<video>\nLocate the temporal span for this query: Show the person riding a bicycle down the road through the forest.\nReturn only JSON: {\"start\": seconds, \"end\": seconds}.",
"role": "user"
}
] | [
{
"frame_times": [
0.139,
0.416,
0.694,
0.972,
1.249,
1.527,
1.805,
2.082,
2.36,
2.637,
2.915,
3.193,
3.47,
3.748,
4.026,
4.303,
4.581,
4.858,
5.136,
5.414,
5.691,
5.969,
6.2... | [
{
"frame_times": [
0.185,
0.547,
0.555,
0.925,
1.296,
1.641,
1.666,
2.036,
2.406,
2.734,
2.776,
3.146,
3.517,
3.828,
3.887,
4.257,
4.627,
4.922,
4.997,
5.367,
5.738,
6.016,
6... | temporal_video_grounding | {
"ground_truth": {
"end": 35,
"start": 0
},
"style": "none"
} | {
"category": "B_STABLE_BOTH_GOOD",
"delta_iou": 0,
"gt_len_sec": 35,
"gt_span": [
0,
35
],
"id": "timelens100k-src-017710-00-00",
"iou_s": 0.985915,
"iou_t": 0.985915,
"length_balanced_mix": "len_balanced_with_aux_v1",
"length_balanced_source": "v3_priority_4000_with_aux",
"length_bin": "... |
timelens_video_opsd | [
{
"content": "<video>\nLocate the temporal span for this query: When can we see the interior shot of the car with the driver wearing a helmet?\nReturn only JSON: {\"start\": seconds, \"end\": seconds}.",
"role": "user"
}
] | [
{
"frame_times": [
0.603,
1.809,
3.015,
4.221,
5.427,
6.633,
7.839,
9.045,
10.251,
11.457,
12.663,
13.869,
15.075,
16.281,
17.487,
18.693,
19.899,
21.105,
22.311,
23.517,
24.723,
2... | [
{
"frame_times": [
0.804,
2.412,
4.02,
5.628,
7.236,
8.844,
10.452,
12.06,
13.668,
15.276,
16.884,
18.492,
20.1,
21.708,
23.316,
24.924,
26.532,
28.14,
29.748,
31.356,
32.964,
34.5... | temporal_video_grounding | {
"ground_truth": {
"end": 61,
"start": 42
},
"style": "none"
} | {
"category": "A_TOKEN_BROAD_GAIN_WEAK",
"delta_iou": 0.097368,
"gt_len_sec": 19,
"gt_span": [
42,
61
],
"id": "timelens100k-src-010477-03-00",
"iou_s": 0.85,
"iou_t": 0.947368,
"length_balanced_mix": "len_balanced_with_aux_v1",
"length_balanced_source": "v3_priority_4000_with_aux",
"lengt... |
timelens_video_opsd | [
{
"content": "<video>\nLocate the temporal span for this query: When does the man explain the tools he used to clean the fence?\nReturn only JSON: {\"start\": seconds, \"end\": seconds}.",
"role": "user"
}
] | [
{
"frame_times": [
0.385,
1.155,
1.925,
2.695,
3.465,
4.235,
5.005,
5.775,
6.545,
7.315,
8.085,
8.855,
9.626,
10.396,
11.166,
11.936,
12.706,
13.476,
14.246,
15.016,
15.786,
16.556... | [
{
"frame_times": [
0.513,
1.54,
2.567,
3.594,
4.62,
5.647,
6.674,
7.7,
8.727,
9.754,
10.781,
11.807,
12.834,
13.861,
14.887,
15.914,
16.941,
17.968,
18.994,
20.021,
20.047,
20.141,... | temporal_video_grounding | {
"ground_truth": {
"end": 23,
"start": 20
},
"style": "none"
} | {
"category": "A_TOKEN_BROAD_GAIN",
"delta_iou": 0.5,
"gt_len_sec": 3,
"gt_span": [
20,
23
],
"id": "timelens100k-src-001978-00-00",
"iou_s": 0.5,
"iou_t": 1,
"length_balanced_mix": "len_balanced_with_aux_v1",
"length_balanced_source": "full_priority_24000_teacher_adv",
"length_bin": "2_5"... |
timelens_video_opsd | [
{
"content": "<video>\nLocate the temporal span for this query: Identify the moment the man in the black shirt is giving a speech.\nReturn only JSON: {\"start\": seconds, \"end\": seconds}.",
"role": "user"
}
] | [
{
"frame_times": [
0.263,
0.788,
1.313,
1.838,
2.363,
2.888,
3.413,
3.938,
4.463,
4.988,
5.513,
6.038,
6.563,
7.088,
7.613,
8.138,
8.663,
9.188,
9.713,
10.238,
10.763,
11.288,
... | [
{
"frame_times": [
0.35,
0.859,
1.05,
1.75,
2.45,
2.578,
3.15,
3.85,
4.297,
4.55,
5.25,
5.95,
6.016,
6.65,
7.35,
7.734,
8.05,
8.75,
9.45,
9.453,
10.15,
10.85,
11.172,
1... | temporal_video_grounding | {
"ground_truth": {
"end": 55,
"start": 0
},
"style": "none"
} | {
"category": "B_STABLE_BOTH_GOOD",
"delta_iou": 0,
"gt_len_sec": 55,
"gt_span": [
0,
55
],
"id": "timelens100k-src-004403-00-00",
"iou_s": 0.820896,
"iou_t": 0.820896,
"length_balanced_mix": "len_balanced_with_aux_v1",
"length_balanced_source": "v3_priority_4000_with_aux",
"length_bin": "... |
timelens_video_opsd | [
{
"content": "<video>\nLocate the temporal span for this query: Show the segment where the narrator points to the ingredients list.\nReturn only JSON: {\"start\": seconds, \"end\": seconds}.",
"role": "user"
}
] | [
{
"frame_times": [
0.654,
1.961,
3.268,
4.576,
5.883,
7.19,
8.497,
9.805,
11.112,
12.419,
13.727,
15.034,
16.341,
17.648,
18.956,
20.263,
21.57,
22.878,
24.185,
25.492,
26.8,
28.10... | [
{
"frame_times": [
0.872,
2.615,
4.358,
6.101,
7.844,
9.587,
11.33,
13.073,
14.816,
16.559,
18.302,
20.045,
21.788,
23.531,
25.274,
27.017,
28.761,
29.422,
30.266,
30.504,
31.109,
... | temporal_video_grounding | {
"ground_truth": {
"end": 56,
"start": 29
},
"style": "none"
} | {
"category": "B_STABLE_BOTH_GOOD",
"delta_iou": 0,
"gt_len_sec": 27,
"gt_span": [
29,
56
],
"id": "timelens100k-src-013507-01-00",
"iou_s": 0.928571,
"iou_t": 0.928571,
"length_balanced_mix": "len_balanced_with_aux_v1",
"length_balanced_source": "v3_priority_4000_with_aux",
"length_bin": ... |
timelens_video_opsd | [
{
"content": "<video>\nLocate the temporal span for this query: When can we see the woman introducing the snowflake decorations?\nReturn only JSON: {\"start\": seconds, \"end\": seconds}.",
"role": "user"
}
] | [
{
"frame_times": [
0.546,
1.639,
2.732,
3.825,
4.917,
6.01,
7.103,
8.196,
9.288,
10.381,
11.474,
12.567,
13.659,
14.752,
15.845,
16.938,
18.031,
19.123,
20.216,
21.309,
22.402,
23.... | [
{
"frame_times": [
0.729,
2.186,
3.643,
5.1,
6.557,
8.014,
9.471,
10.928,
12.385,
13.842,
14.219,
14.656,
15.094,
15.299,
15.531,
15.969,
16.406,
16.756,
16.844,
17.281,
17.719,
18... | temporal_video_grounding | {
"ground_truth": {
"end": 28,
"start": 14
},
"style": "none"
} | {
"category": "B_STABLE_BOTH_GOOD",
"delta_iou": 0,
"gt_len_sec": 14,
"gt_span": [
14,
28
],
"id": "timelens100k-src-013519-00-00",
"iou_s": 0.875,
"iou_t": 0.875,
"length_balanced_mix": "len_balanced_with_aux_v1",
"length_balanced_source": "v3_priority_4000_with_aux",
"length_bin": "10_20... |
timelens_video_opsd | [
{
"content": "<video>\nLocate the temporal span for this query: At what point is the company's white work van shown?\nReturn only JSON: {\"start\": seconds, \"end\": seconds}.",
"role": "user"
}
] | [
{
"frame_times": [
0.51,
1.53,
2.551,
3.571,
4.591,
5.612,
6.632,
7.652,
8.673,
9.693,
10.713,
11.734,
12.754,
13.774,
14.795,
15.815,
16.835,
17.855,
18.876,
19.896,
20.916,
21.93... | [
{
"frame_times": [
0.68,
2.041,
3.401,
4.761,
6.122,
7.482,
8.843,
10.203,
11.564,
12.924,
14.284,
15.645,
17.005,
18.366,
19.726,
21.086,
22.447,
23.807,
25.168,
26.528,
27.889,
2... | temporal_video_grounding | {
"ground_truth": {
"end": 79,
"start": 75
},
"style": "none"
} | {
"category": "A_TOKEN_STRONG_LOW_RHO",
"delta_iou": 0.8,
"gt_len_sec": 4,
"gt_span": [
75,
79
],
"id": "timelens100k-src-013963-03-00",
"iou_s": 0,
"iou_t": 0.8,
"length_balanced_mix": "len_balanced_with_aux_v1",
"length_balanced_source": "full_priority_24000_teacher_adv",
"length_bin": "... |
timelens_video_opsd | [
{
"content": "<video>\nLocate the temporal span for this query: At what point is the aquarium pump being explained?\nReturn only JSON: {\"start\": seconds, \"end\": seconds}.",
"role": "user"
}
] | [
{
"frame_times": [
0.27,
0.81,
1.351,
1.891,
2.431,
2.971,
3.511,
4.052,
4.592,
5.132,
5.672,
6.213,
6.753,
7.293,
7.833,
8.374,
8.914,
9.454,
9.994,
10.534,
11.075,
11.615,
... | [
{
"frame_times": [
0.36,
1.08,
1.801,
2.521,
3.241,
3.962,
4.682,
5.402,
6.123,
6.843,
7.563,
8.283,
9.004,
9.724,
10.444,
11.165,
11.885,
12.605,
13.326,
14.046,
14.766,
15.486,
... | temporal_video_grounding | {
"ground_truth": {
"end": 51,
"start": 31
},
"style": "none"
} | {
"category": "B_STABLE_BOTH_GOOD",
"delta_iou": 0,
"gt_len_sec": 20,
"gt_span": [
31,
51
],
"id": "timelens100k-src-000172-02-00",
"iou_s": 0.75,
"iou_t": 0.75,
"length_balanced_mix": "len_balanced_with_aux_v1",
"length_balanced_source": "v3_priority_4000_with_aux",
"length_bin": "10_20",... |
timelens_video_opsd | [
{
"content": "<video>\nLocate the temporal span for this query: Pinpoint the time when a woman is playing the piano.\nReturn only JSON: {\"start\": seconds, \"end\": seconds}.",
"role": "user"
}
] | [
{
"frame_times": [
0.352,
1.055,
1.758,
2.461,
3.164,
3.867,
4.57,
5.273,
5.976,
6.679,
7.382,
8.085,
8.788,
9.491,
10.194,
10.897,
11.6,
12.303,
13.006,
13.709,
14.412,
15.115,
... | [
{
"frame_times": [
0.469,
1.391,
1.406,
2.343,
3.281,
4.172,
4.218,
5.156,
6.093,
6.953,
7.03,
7.968,
8.905,
9.734,
9.843,
10.78,
11.717,
12.516,
12.655,
13.592,
14.53,
15.297,
... | temporal_video_grounding | {
"ground_truth": {
"end": 89,
"start": 0
},
"style": "none"
} | {
"category": "B_STABLE_BOTH_GOOD",
"delta_iou": 0.003337,
"gt_len_sec": 89,
"gt_span": [
0,
89
],
"id": "timelens100k-src-018887-01-00",
"iou_s": 0.993304,
"iou_t": 0.996641,
"length_balanced_mix": "len_balanced_with_aux_v1",
"length_balanced_source": "v3_priority_4000_with_aux",
"length_... |
timelens_video_opsd | [
{
"content": "<video>\nLocate the temporal span for this query: Find the time when the female expert with glasses is shown speaking in a full-screen view.\nReturn only JSON: {\"start\": seconds, \"end\": seconds}.",
"role": "user"
}
] | [
{
"frame_times": [
0.417,
1.252,
2.086,
2.92,
3.755,
4.589,
5.423,
6.258,
7.092,
7.927,
8.761,
9.595,
10.43,
11.264,
12.098,
12.933,
13.767,
14.602,
15.436,
16.27,
17.105,
17.939,
... | [
{
"frame_times": [
0.556,
1.669,
2.781,
3.894,
5.006,
6.119,
7.231,
8.344,
9.456,
10.569,
11.681,
12.794,
13.906,
15.019,
16.131,
17.244,
18.356,
19.469,
20.581,
21.694,
22.806,
23... | temporal_video_grounding | {
"ground_truth": {
"end": 98,
"start": 64
},
"style": "none"
} | {
"category": "B_STABLE_BOTH_GOOD",
"delta_iou": -0.087398,
"gt_len_sec": 34,
"gt_span": [
64,
98
],
"id": "timelens100k-src-002989-03-00",
"iou_s": 0.916667,
"iou_t": 0.829268,
"length_balanced_mix": "len_balanced_with_aux_v1",
"length_balanced_source": "v3_priority_4000_with_aux",
"lengt... |
timelens_video_opsd | [
{
"content": "<video>\nLocate the temporal span for this query: At what point does the user click the 'Open Discord' button on the website?\nReturn only JSON: {\"start\": seconds, \"end\": seconds}.",
"role": "user"
}
] | [
{
"frame_times": [
0.178,
0.534,
0.891,
1.247,
1.603,
1.959,
2.316,
2.672,
3.028,
3.384,
3.741,
4.097,
4.453,
4.809,
5.166,
5.522,
5.878,
6.234,
6.591,
6.947,
7.303,
7.659,
8... | [
{
"frame_times": [
0.238,
0.713,
1.188,
1.662,
2.138,
2.613,
3.088,
3.562,
4.038,
4.513,
4.987,
5.462,
5.938,
6.413,
6.888,
7.363,
7.837,
8.312,
8.787,
9.263,
9.738,
10.213,
... | temporal_video_grounding | {
"ground_truth": {
"end": 33,
"start": 32
},
"style": "none"
} | {
"category": "A_TOKEN_BROAD_GAIN",
"delta_iou": 0.5,
"gt_len_sec": 1,
"gt_span": [
32,
33
],
"id": "timelens100k-src-015700-02-00",
"iou_s": 0.5,
"iou_t": 1,
"length_balanced_mix": "len_balanced_with_aux_v1",
"length_balanced_source": "full_priority_24000_teacher_adv",
"length_bin": "le2"... |
timelens_video_opsd | [
{
"content": "<video>\nLocate the temporal span for this query: When can we observe the hermit crab with anemones on its shell moving around on the sandy bottom?\nReturn only JSON: {\"start\": seconds, \"end\": seconds}.",
"role": "user"
}
] | [
{
"frame_times": [
0.622,
1.866,
3.11,
4.354,
5.598,
6.842,
8.086,
9.33,
10.574,
11.818,
13.061,
14.305,
15.549,
16.793,
18.037,
19.281,
20.525,
21.769,
23.013,
24.257,
25.501,
26.... | [
{
"frame_times": [
0.344,
0.829,
1.031,
1.719,
2.406,
2.488,
3.094,
3.781,
4.147,
4.469,
5.156,
5.805,
5.844,
6.531,
7.219,
7.464,
7.906,
8.594,
9.122,
9.281,
9.969,
10.656,
... | temporal_video_grounding | {
"ground_truth": {
"end": 22,
"start": 0
},
"style": "none"
} | {
"category": "A_TOKEN_BROAD_GAIN_WEAK",
"delta_iou": 0.06383,
"gt_len_sec": 22,
"gt_span": [
0,
22
],
"id": "timelens100k-src-009025-00-00",
"iou_s": 0.93617,
"iou_t": 1,
"length_balanced_mix": "len_balanced_with_aux_v1",
"length_balanced_source": "v3_priority_4000_with_aux",
"length_bin"... |
End of preview. Expand in Data Studio
OPD-TV: Rethinking Teacher Views for Privileged Supervision Transfer in Video On-Policy Distillation
Overview
This repository contains the ordered 2,400-example training sequence used by OPD-TV for temporal video grounding. The sequence supports paired teacher evaluations under the student's original visual input and a privileged teacher view.
| Resource | Link |
|---|---|
| Model checkpoint | CewEhao/OPD-TV-Qwen3-VL-8B |
| Training and evaluation code | Echochef/OPD-TV |
| Source videos | TencentARC/TimeLens-100K |
| Evaluation suite | TencentARC/TimeLens-Bench |
Contents
The training file is train_opd_tv_2400.parquet.
| Field | Purpose |
|---|---|
videos |
Student's original video view |
teacher_videos |
Privileged teacher video view |
prompt |
Temporal-grounding instruction |
reward_model, extra_info |
Ground truth and sample metadata |
The parquet references source videos using the relative root data/TimeLens-100K/videos/. Video files are provided by TimeLens-100K, revision 75e03f54a19b814de6dc8f5fceb19090625f4844, and are not included in this repository.
Download and train
hf download CewEhao/OPD-TV-Training-Data \
train_opd_tv_2400.parquet \
--repo-type dataset \
--local-dir data/OPD-TV-Training-Data
Prepare the source videos and training environment using the GitHub setup instructions. Then run:
export TASK_TRAIN_FILE="$PWD/data/OPD-TV-Training-Data/train_opd_tv_2400.parquet"
export MODEL_PATH=Qwen/Qwen3-VL-8B-Instruct
export TEACHER_MODEL_PATH=Qwen/Qwen3-VL-32B-Instruct
export OUTPUT_ROOT=/path/to/opd-tv-output
bash scripts/train_opd_tv.sh data.shuffle=False
Preserve the supplied row order with data.shuffle=False. At global batch size 16, the full sequence covers 150 updates; checkpoint 125 corresponds to the first 2,000 examples.
File integrity
SHA-256 for train_opd_tv_2400.parquet:
e5516464cfc6f2c8e504cba14e02914a932cc1f899591581a6685fa9c4e61a69
- Downloads last month
- 88
Models trained or fine-tuned on CewEhao/OPD-TV-Training-Data