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vpmixed_20260516_full_comp:paper_mt_opd:train:0:8c852586e8407a73 | sample_619805b39c042f53de46076b535fd4badc54e5c789050f4e8c852586e8407a73 | null | vpmixed_20260516_full_comp | et_instruct | [
"W9fFZhztlX0",
"W9fFZhztlX0"
] | progression | seg_aot_action_t2v_binary | video | null | no_cot | null | null | null | <video><video>
Here are two video clips (Clip A and Clip B).
The paragraph below describes the observed temporal order of atomic actions in one clip:
First, A person forms a circular well in the soil around the seedling. Finally, A person's hands pat down the soil around a small green seedling.
Which clip (A or B) b... | [
{
"role": "user",
"content": "<video><video>\n\nHere are two video clips (Clip A and Clip B).\n\nThe paragraph below describes the observed temporal order of atomic actions in one clip:\nFirst, A person forms a circular well in the soil around the seedling. Finally, A person's hands pat down the soil around... | A | choice_letter | null | [
{
"media_id": "media_12a803de7a688430695cc2f5",
"source_dataset": "et_instruct",
"source_video_id": "W9fFZhztlX0",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/aot/source_2fps/W9fFZhztlX0__ea29d0c00a6f/000265.jpg",
"media/frames/aot/source_2fps/W9fFZhztlX0_... | train | paper_mt_opd | 0 | null | vpmixed_20260516_full_comp | [
"et_instruct"
] | abea954a9c07f75690bda8f24aa8bde6f3c6e750d61262e668e928c78667dd38 | 559aead08264d5795d3909718cdd05abd49572e84fe55590eef31a88a08fdffd | {"annotation_meta":{"annotation_dir":"annotations/hier_v1/.","annotation_end_sec":183.5,"annotation_path":"annotations/hier_v1/W9fFZhztlX0.json","annotation_start_sec":0.0,"archetype":"tutorial","clip_duration_sec":183.5,"frame_dir":"provenance/annotation_inputs/hier_v1/frames/W9fFZhztlX0","global_phase_criterion":"Eve... |
vpmixed_20260516_full_comp:paper_mt_opd:train:1:704cc0c9b326df74 | sample_756dc1d8529a8550be0362ca7ca657513d9658dfc50fa0e8704cc0c9b326df74 | my|cosmo|NxdwxQoCkaI|Christine prepares cauliflower garlic breadsticks, suggesting toppings like cheese and chilies, and advises letting it cool before cutting into sticks. | vpmixed_20260516_full_comp | timerft | [
"NxdwxQoCkaI"
] | tg | temporal_grounding | video | null | no_cot | null | null | null | <video>
Please find the visual event described by a sentence in the video, determining its starting and ending times. The format should be: 'The event happens in the start time - end time seconds'. For example: The event 'person turn a light on' happens in the 24.3 - 30.4 seconds. Now I will give you the textual senten... | [
{
"role": "user",
"content": "<video>\nPlease find the visual event described by a sentence in the video, determining its starting and ending times. The format should be: 'The event happens in the start time - end time seconds'. For example: The event 'person turn a light on' happens in the 24.3 - 30.4 seco... | The event happens in the 98 - 140 seconds. | temporal_intervals | historical_prompt_coordinate | [
{
"media_id": "media_579396bbc97cc928d87d9784",
"source_dataset": "timerft",
"source_video_id": "NxdwxQoCkaI",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/tg/base_cache_2fps/NxdwxQoCkaI__7db0880baa13/000001.jpg",
"media/frames/tg/base_cache_2fps/NxdwxQoCka... | train | paper_mt_opd | 1 | null | vpmixed_20260516_full_comp | [
"timerft"
] | b4afed4db210c23edb3fe9c80bc145f66f0a3f49d6f55c4845d3783b973387c6 | 0334f1fdaad15f14dfa903e730eb0d6ba782199916764a5c1de4016e7c8adc0f | {"answer_format":"tgbench_natural_language_v1","dataset":"TimeRFT","difficulty":23.809523809523807,"duration":147.2,"experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"policy":"0:60:2.0,60:inf:1.0","rules":[{"fps":2.0,"max_sec":60.0,"min_sec":0.0},{"fps":1.0,"max_sec":null,"m... |
vpmixed_20260516_full_comp:paper_mt_opd:train:2:be4cc41317502757 | sample_92aaf112c49960274553dd1d6197cdd3fcb966c128ab6fb7be4cc41317502757 | null | vpmixed_20260516_full_comp | et_instruct | [
"o6N4rneLGqk",
"o6N4rneLGqk"
] | progression | seg_aot_action_t2v_binary | video | null | no_cot | null | null | null | <video><video>
Here are two video clips (Clip A and Clip B).
The paragraph below describes the observed temporal order of atomic actions in one clip:
First, woman picks up a bowl of shredded cheese. Finally, woman places chopped tomatoes onto a pesto-covered flatbread.
Which clip (A or B) best matches this paragraph... | [
{
"role": "user",
"content": "<video><video>\n\nHere are two video clips (Clip A and Clip B).\n\nThe paragraph below describes the observed temporal order of atomic actions in one clip:\nFirst, woman picks up a bowl of shredded cheese. Finally, woman places chopped tomatoes onto a pesto-covered flatbread.\n... | A | choice_letter | null | [
{
"media_id": "media_6254058df77460b6713cc8bc",
"source_dataset": "et_instruct",
"source_video_id": "o6N4rneLGqk",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/aot/source_2fps/o6N4rneLGqk__0f9e2c7b03d1/000161.jpg",
"media/frames/aot/source_2fps/o6N4rneLGqk_... | train | paper_mt_opd | 2 | null | vpmixed_20260516_full_comp | [
"et_instruct"
] | 3eaa345e28f24948ac2e3605d12c56fd455eb9002995bb3165d445893359d51f | 559aead08264d5795d3909718cdd05abd49572e84fe55590eef31a88a08fdffd | {"annotation_meta":{"annotation_dir":"annotations/hier_v1/.","annotation_end_sec":177.177,"annotation_path":"annotations/hier_v1/o6N4rneLGqk.json","annotation_start_sec":0.0,"archetype":"tutorial","clip_duration_sec":177.177,"frame_dir":"provenance/annotation_inputs/hier_v1/frames/o6N4rneLGqk","global_phase_criterion":... |
vpmixed_20260516_full_comp:paper_mt_opd:train:3:6f6cca753345ad2b | sample_945e6aa8c0a85bd96f951398326ed03dc240f9be2a1b1b406f6cca753345ad2b | null | vpmixed_20260516_full_comp | et_instruct | [
"LI5KEGWYfAM"
] | boundary | temporal_seg_hier_L2 | video | 2 | no_cot | null | null | null | Watch the following video clip carefully:
<video>
You are given a 212s video clip (timestamps 0 to 212), sampled at 1-2 fps.
Detect all events in this clip using a SHOT-FIRST approach:
STEP 1 — IDENTIFY SHOTS:
Scan the clip for visual shot transitions — moments where the scene, camera angle, setting, or subject clea... | [
{
"role": "user",
"content": "Watch the following video clip carefully:\n<video>\n\nYou are given a 212s video clip (timestamps 0 to 212), sampled at 1-2 fps.\n\nDetect all events in this clip using a SHOT-FIRST approach:\n\nSTEP 1 — IDENTIFY SHOTS:\nScan the clip for visual shot transitions — moments where... | <events>[[0, 47], [47, 97], [97, 212]]</events> | temporal_intervals | historical_prompt_coordinate | [
{
"media_id": "media_9ffd3493a494636e8887cad0",
"source_dataset": "et_instruct",
"source_video_id": "LI5KEGWYfAM",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/seg/source_2fps/LI5KEGWYfAM__d395e245a75e/000001.jpg",
"media/frames/seg/source_2fps/LI5KEGWYfAM_... | train | paper_mt_opd | 3 | hier_v1:et_instruct:LI5KEGWYfAM | vpmixed_20260516_full_comp | [
"et_instruct"
] | 8091fee319e2d5363b6cf9f6304c0f4de52d0487a0e8f478b83b25ac5153405b | c553fb91f4ef85838db9b80f1865023dbb64aa8f81447ff8d41318bcf7dffbbf | {"archetype":"tutorial","clip_duration_sec":212.667,"clip_key":"LI5KEGWYfAM","domain_l1":"lifestyle_creation","domain_l2":"daily_vlog_pet","experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"policy":"0:60:2.0,60:inf:1.0","rules":[{"fps":2.0,"max_sec":60.0,"min_sec":0.0},{"fps... |
vpmixed_20260516_full_comp:paper_mt_opd:train:4:929ef74f9ac75102 | sample_1b2b158c4c495c76f5887cad6ca4f26a86e868cb8a3e368f929ef74f9ac75102 | null | vpmixed_20260516_full_comp | et_instruct | [
"v_mpj1rR1wXKU",
"v_mpj1rR1wXKU"
] | progression | seg_aot_action_t2v_binary | video | null | no_cot | null | null | null | <video><video>
Here are two video clips (Clip A and Clip B).
The paragraph below describes the observed temporal order of atomic actions in one clip:
First, Close-up of a person holding and rotating a purple bowling ball. Then, A man in a bowling alley gestures with his thumb then places the ball down. Next, A man in... | [
{
"role": "user",
"content": "<video><video>\n\nHere are two video clips (Clip A and Clip B).\n\nThe paragraph below describes the observed temporal order of atomic actions in one clip:\nFirst, Close-up of a person holding and rotating a purple bowling ball. Then, A man in a bowling alley gestures with his ... | B | choice_letter | null | [
{
"media_id": "media_5e3daff6196a850090a9d2fc",
"source_dataset": "et_instruct",
"source_video_id": "v_mpj1rR1wXKU",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/aot/source_2fps/v_mpj1rR1wXKU__a7e7e48ee5a2/000221.jpg",
"media/frames/aot/source_2fps/v_mpj1rR... | train | paper_mt_opd | 4 | null | vpmixed_20260516_full_comp | [
"et_instruct"
] | 996bb2fcaf86aac8dbc5599b8f099ca84ef6e70a36e29e254fb4385417b9a82c | df7e70e5021544f4834bbee64a9e3789febc4be81470df629cad6ddb03320a5c | {"annotation_meta":{"annotation_dir":"annotations/hier_v1/.","annotation_end_sec":196.0,"annotation_path":"annotations/hier_v1/v_mpj1rR1wXKU.json","annotation_start_sec":0.0,"archetype":"tutorial","clip_duration_sec":196.0,"frame_dir":"provenance/annotation_inputs/hier_v1/frames/v_mpj1rR1wXKU","global_phase_criterion":... |
vpmixed_20260516_full_comp:paper_mt_opd:train:5:3aa5c885e166fba1 | sample_3ae3005d959ba971017562247528c869a2d5eddc9c23cc6b3aa5c885e166fba1 | null | vpmixed_20260516_full_comp | et_instruct | [
"v7H8OoKA4F8",
"v7H8OoKA4F8"
] | progression | seg_aot_action_t2v_binary | video | null | no_cot | null | null | null | <video><video>
Here are two video clips (Clip A and Clip B).
The paragraph below describes the observed temporal order of atomic actions in one clip:
First, A hand places a connector casing next to the plug. Then, A hand places a cable tester on the surface. Next, A hand places an 8-pin modular plug on a white surfac... | [
{
"role": "user",
"content": "<video><video>\n\nHere are two video clips (Clip A and Clip B).\n\nThe paragraph below describes the observed temporal order of atomic actions in one clip:\nFirst, A hand places a connector casing next to the plug. Then, A hand places a cable tester on the surface. Next, A hand... | A | choice_letter | null | [
{
"media_id": "media_d8604cbd27200295086f7db3",
"source_dataset": "et_instruct",
"source_video_id": "v7H8OoKA4F8",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/aot/source_2fps/v7H8OoKA4F8__d4e1a794067a/000047.jpg",
"media/frames/aot/source_2fps/v7H8OoKA4F8_... | train | paper_mt_opd | 5 | null | vpmixed_20260516_full_comp | [
"et_instruct"
] | bf51a0c03e47a43a0491690321653df8751989b9cb825437647a617bc9eb5523 | 559aead08264d5795d3909718cdd05abd49572e84fe55590eef31a88a08fdffd | {"annotation_meta":{"annotation_dir":"annotations/hier_v1/.","annotation_end_sec":235.667,"annotation_path":"annotations/hier_v1/v7H8OoKA4F8.json","annotation_start_sec":0.0,"archetype":"tutorial","clip_duration_sec":235.667,"frame_dir":"provenance/annotation_inputs/hier_v1/frames/v7H8OoKA4F8","global_phase_criterion":... |
vpmixed_20260516_full_comp:paper_mt_opd:train:6:d0a0a5fd08b76732 | sample_957e3b8cc52291365d0e3943002ec795a8175590eeb16351d0a0a5fd08b76732 | null | vpmixed_20260516_full_comp | et_instruct | [
"veiBrghAE78",
"veiBrghAE78",
"veiBrghAE78",
"veiBrghAE78"
] | relation | event_logic_sort | video | null | no_cot | null | null | null | The following 4 video clips show steps from a continuous process, but they are presented in a shuffled order.
Video Clips (shuffled order):
Clip 1: <video>
Clip 2: <video>
Clip 3: <video>
Clip 4: <video>
Determine the correct chronological order of these clips to reconstruct the original sequence.
For each clip, obse... | [
{
"role": "user",
"content": "The following 4 video clips show steps from a continuous process, but they are presented in a shuffled order.\nVideo Clips (shuffled order):\nClip 1: <video>\nClip 2: <video>\nClip 3: <video>\nClip 4: <video>\n\nDetermine the correct chronological order of these clips to recons... | 3124 | task_specific_string | null | [
{
"media_id": "media_243eca6382895c5e96f8c0bf",
"source_dataset": "et_instruct",
"source_video_id": "veiBrghAE78",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/logic/source_2fps/veiBrghAE78__bba421df7c00/000323.jpg",
"media/frames/logic/source_2fps/veiBrghA... | train | paper_mt_opd | 6 | null | vpmixed_20260516_full_comp | [
"et_instruct"
] | b474a14626a4252276e3fc97bf8efc39d6ad00536e34b6a58fe210b58273eac2 | 1dca80f9783c5e8ddbcb66291c035ded21489db553106eae8c080ed9016e9345 | {"clip_key":"veiBrghAE78","domain_l1":"culinary_food","domain_l2":"thermal_state_change","experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"policy":"0:60:2.0,60:inf:1.0","rules":[{"fps":2.0,"max_sec":60.0,"min_sec":0.0},{"fps":1.0,"max_sec":null,"min_sec":60.0}],"trusted_cac... |
vpmixed_20260516_full_comp:paper_mt_opd:train:7:95a22ad68c917612 | sample_45eb94c15834a3a11b5c973817d3822af06b126f6547913e95a22ad68c917612 | HwI65TnV7Fc::q2 | vpmixed_20260516_full_comp | timelens | [
"HwI65TnV7Fc"
] | tg | temporal_grounding | video | null | no_cot | null | null | null | <video>
Please find the visual event described by a sentence in the video, determining its starting and ending times. The format should be: 'The event happens in the start time - end time seconds'. For example: The event 'person turn a light on' happens in the 24.3 - 30.4 seconds. Now I will give you the textual senten... | [
{
"role": "user",
"content": "<video>\nPlease find the visual event described by a sentence in the video, determining its starting and ending times. The format should be: 'The event happens in the start time - end time seconds'. For example: The event 'person turn a light on' happens in the 24.3 - 30.4 seco... | The event happens in the 28 - 35 seconds. | temporal_intervals | historical_prompt_coordinate | [
{
"media_id": "media_7435cbb7db6479f705f19e30",
"source_dataset": "timelens",
"source_video_id": "HwI65TnV7Fc",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/tg/base_cache_2fps/HwI65TnV7Fc__fc7f027c593e/000001.jpg",
"media/frames/tg/base_cache_2fps/HwI65TnV7... | train | paper_mt_opd | 7 | null | vpmixed_20260516_full_comp | [
"timelens"
] | 66336454ed25528973476be9321b2ddcd4ce34dcc3e8ace16f75f2093760977d | 5bf3053e7acc99c4a05652578a0888cf0486b2c89bb972a083e89caebc6f92f1 | {"answer_format":"tgbench_natural_language_v1","clip_key":"HwI65TnV7Fc","curation_source":"timelens_short_qwen3vl_roll8","dataset":"TimeLens-100K","duration":35.4,"duration_bucket":"[30,45)","experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"policy":"0:60:2.0,60:inf:1.0","ru... |
vpmixed_20260516_full_comp:paper_mt_opd:train:8:868d5d1e676ea674 | sample_42243921db76232d05354b18e87162e63f7d2433ecf5328b868d5d1e676ea674 | rwd3Iu5BYPY | vpmixed_20260516_full_comp | llava_video | [
"ytb_rwd3Iu5BYPY"
] | mcq | llava_mcq | video | null | no_cot | null | null | null | <video>
What is the in-game name of the player 'MITCHIEBOI'?
A. SNONamic
B. FUN BaconPancakes
C. FUN RESISTONE
D. ESLMaster
Please respond with only the letter of the correct answer.
Provide your answer (a single letter) inside <answer></answer> tags. | [
{
"role": "user",
"content": "<video>\nWhat is the in-game name of the player 'MITCHIEBOI'?\nA. SNONamic\nB. FUN BaconPancakes\nC. FUN RESISTONE\nD. ESLMaster\nPlease respond with only the letter of the correct answer.\n\nProvide your answer (a single letter) inside <answer></answer> tags."
}
] | A | choice_letter | null | [
{
"media_id": "media_10d24fda088ba66cd0d1b817",
"source_dataset": "llava_video",
"source_video_id": "ytb_rwd3Iu5BYPY",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/mcq/base_cache_2fps/ytb_rwd3Iu5BYPY__76a470d0059c/000001.jpg",
"media/frames/mcq/base_cache_2... | train | paper_mt_opd | 8 | null | vpmixed_20260516_full_comp | [
"llava_video"
] | f13d7d27b4c465dc24b9da2cde65ffde1e7d68bfb675f9bf43f18ec809ab0de4 | 559aead08264d5795d3909718cdd05abd49572e84fe55590eef31a88a08fdffd | {"data_source":"0_30_s_youtube_v0_1","duration_bucket":"0_30_s","experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"policy":"0:60:2.0,60:inf:1.0","rules":[{"fps":2.0,"max_sec":60.0,"min_sec":0.0},{"fps":1.0,"max_sec":null,"min_sec":60.0}],"trusted_cache_roots":["media/frames/... |
vpmixed_20260516_full_comp:paper_mt_opd:train:9:4328e7d90d10ae94 | sample_43c6b481655d716cbbc93ef3e4f9fad12bc46a33ff4ba1554328e7d90d10ae94 | 8-cJmdoVeso::q4 | vpmixed_20260516_full_comp | timelens | [
"8-cJmdoVeso"
] | tg | temporal_grounding | video | null | no_cot | null | null | null | <video>
Please find the visual event described by a sentence in the video, determining its starting and ending times. The format should be: 'The event happens in the start time - end time seconds'. For example: The event 'person turn a light on' happens in the 24.3 - 30.4 seconds. Now I will give you the textual senten... | [
{
"role": "user",
"content": "<video>\nPlease find the visual event described by a sentence in the video, determining its starting and ending times. The format should be: 'The event happens in the start time - end time seconds'. For example: The event 'person turn a light on' happens in the 24.3 - 30.4 seco... | The event happens in the 14 - 33 seconds. | temporal_intervals | historical_prompt_coordinate | [
{
"media_id": "media_a8de437b29f00af6215fccc7",
"source_dataset": "timelens",
"source_video_id": "8-cJmdoVeso",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/tg/base_cache_2fps/8-cJmdoVeso__ab5404f6075f/000001.jpg",
"media/frames/tg/base_cache_2fps/8-cJmdoVe... | train | paper_mt_opd | 9 | null | vpmixed_20260516_full_comp | [
"timelens"
] | d7f09c68f335e663aa817e2883407a5fcbf8fef8a5515d20e812f4f26534e32b | f0b08a4e1f73fbaed6104c03cec0e445bc033c5209684b8fd3be59084950c23b | {"answer_format":"tgbench_natural_language_v1","clip_key":"8-cJmdoVeso","curation_source":"timelens_short_qwen3vl_roll8","dataset":"TimeLens-100K","duration":33.0,"duration_bucket":"[30,45)","experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"policy":"0:60:2.0,60:inf:1.0","ru... |
vpmixed_20260516_full_comp:paper_mt_opd:train:10:3539f9848ee857c8 | sample_6f4f39b07a7d0734d78c6cdd970c28dd5b64358a883236e33539f9848ee857c8 | null | vpmixed_20260516_full_comp | et_instruct | [
"d3spTx3ayRY",
"d3spTx3ayRY",
"d3spTx3ayRY",
"d3spTx3ayRY"
] | relation | event_logic_sort | video | null | no_cot | null | null | null | The following 4 video clips show steps from a continuous process, but they are presented in a shuffled order.
Video Clips (shuffled order):
Clip 1: <video>
Clip 2: <video>
Clip 3: <video>
Clip 4: <video>
Determine the correct chronological order of these clips to reconstruct the original sequence.
For each clip, obse... | [
{
"role": "user",
"content": "The following 4 video clips show steps from a continuous process, but they are presented in a shuffled order.\nVideo Clips (shuffled order):\nClip 1: <video>\nClip 2: <video>\nClip 3: <video>\nClip 4: <video>\n\nDetermine the correct chronological order of these clips to recons... | 3241 | task_specific_string | null | [
{
"media_id": "media_80210290c595ec2ca5f510b7",
"source_dataset": "et_instruct",
"source_video_id": "d3spTx3ayRY",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/logic/source_2fps/d3spTx3ayRY__2002915fefea/000167.jpg",
"media/frames/logic/source_2fps/d3spTx3a... | train | paper_mt_opd | 10 | null | vpmixed_20260516_full_comp | [
"et_instruct"
] | b474a14626a4252276e3fc97bf8efc39d6ad00536e34b6a58fe210b58273eac2 | b3b130b344c28e52c7bd5347314547502cb39fec8ea539a78087539c236c6501 | {"clip_key":"d3spTx3ayRY","domain_l1":"culinary_food","domain_l2":"fine_grained_prep","experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"policy":"0:60:2.0,60:inf:1.0","rules":[{"fps":2.0,"max_sec":60.0,"min_sec":0.0},{"fps":1.0,"max_sec":null,"min_sec":60.0}],"trusted_cache_... |
vpmixed_20260516_full_comp:paper_mt_opd:train:11:c806a9a3a52f51d7 | sample_2acee07223a38b14b51af2167a8daded4f1cdd917b0b32ecc806a9a3a52f51d7 | null | vpmixed_20260516_full_comp | et_instruct | [
"QTrgt6X0HhA"
] | boundary | temporal_seg_hier_L2 | video | 2 | no_cot | null | null | null | Watch the following video clip carefully:
<video>
You are given a 232s video clip (timestamps 0 to 232), sampled at 1-2 fps.
Detect all events in this clip using a SHOT-FIRST approach:
STEP 1 — IDENTIFY SHOTS:
Scan the clip for visual shot transitions — moments where the scene, camera angle, setting, or subject clea... | [
{
"role": "user",
"content": "Watch the following video clip carefully:\n<video>\n\nYou are given a 232s video clip (timestamps 0 to 232), sampled at 1-2 fps.\n\nDetect all events in this clip using a SHOT-FIRST approach:\n\nSTEP 1 — IDENTIFY SHOTS:\nScan the clip for visual shot transitions — moments where... | <events>[[0, 7], [7, 18], [18, 31], [31, 91], [91, 95], [101, 132], [137, 147], [147, 200], [200, 232]]</events> | temporal_intervals | historical_prompt_coordinate | [
{
"media_id": "media_507e3224b209ea55c8049826",
"source_dataset": "et_instruct",
"source_video_id": "QTrgt6X0HhA",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/seg/source_2fps/QTrgt6X0HhA__320facfb2318/000001.jpg",
"media/frames/seg/source_2fps/QTrgt6X0HhA_... | train | paper_mt_opd | 11 | hier_v1:et_instruct:QTrgt6X0HhA | vpmixed_20260516_full_comp | [
"et_instruct"
] | 49aa4bbbbc7d67e736d29f03a9879811cb6632fb1c1a588f5a8980617e8c1bb1 | bb016db4303e909ab39a788aa41daa8f7e404565c63795c201291766a494aa04 | {"archetype":"tutorial","clip_duration_sec":232.633,"clip_key":"QTrgt6X0HhA","domain_l1":"culinary_food","domain_l2":"composition_assembly","experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"policy":"0:60:2.0,60:inf:1.0","rules":[{"fps":2.0,"max_sec":60.0,"min_sec":0.0},{"fp... |
vpmixed_20260516_full_comp:paper_mt_opd:train:12:a895f6fe959ee452 | sample_7de34e8890c66ff0eeed7cab0472a4356f1ad2ef60eb09f6a895f6fe959ee452 | null | vpmixed_20260516_full_comp | et_instruct | [
"rAYA2hjzevQ"
] | boundary | temporal_seg_hier_L2 | video | 2 | no_cot | null | null | null | Watch the following video clip carefully:
<video>
You are given a 177s video clip (timestamps 0 to 177), sampled at 1-2 fps.
Detect all events in this clip using a SHOT-FIRST approach:
STEP 1 — IDENTIFY SHOTS:
Scan the clip for visual shot transitions — moments where the scene, camera angle, setting, or subject clea... | [
{
"role": "user",
"content": "Watch the following video clip carefully:\n<video>\n\nYou are given a 177s video clip (timestamps 0 to 177), sampled at 1-2 fps.\n\nDetect all events in this clip using a SHOT-FIRST approach:\n\nSTEP 1 — IDENTIFY SHOTS:\nScan the clip for visual shot transitions — moments where... | <events>[[0, 17], [17, 28], [28, 71], [71, 107], [107, 144], [144, 169], [169, 177]]</events> | temporal_intervals | historical_prompt_coordinate | [
{
"media_id": "media_769cdaaad90a661b49c5dbb9",
"source_dataset": "et_instruct",
"source_video_id": "rAYA2hjzevQ",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/seg/source_2fps/rAYA2hjzevQ__c062222873bb/000001.jpg",
"media/frames/seg/source_2fps/rAYA2hjzevQ_... | train | paper_mt_opd | 12 | hier_v1:et_instruct:rAYA2hjzevQ | vpmixed_20260516_full_comp | [
"et_instruct"
] | d5fdcaba41b3c70f65695fb114c9b905b6deceb7b514f7ef6559d0a45af1c9d2 | 94ab8179b3a5afd8579bc18df6cdf98068efa68d263bb5c66100566d695527ab | {"archetype":"tutorial","clip_duration_sec":177.32,"clip_key":"rAYA2hjzevQ","domain_l1":"culinary_food","domain_l2":"thermal_state_change","experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"policy":"0:60:2.0,60:inf:1.0","rules":[{"fps":2.0,"max_sec":60.0,"min_sec":0.0},{"fps... |
vpmixed_20260516_full_comp:paper_mt_opd:train:13:b07ec7677646773d | sample_d5f46ccc79256d872dd7ee4456421fee50ab4eaa93d7084fb07ec7677646773d | null | vpmixed_20260516_full_comp | et_instruct | [
"SnO1EkYEJSw"
] | boundary | temporal_seg_hier_L2 | video | 2 | no_cot | null | null | null | Watch the following video clip carefully:
<video>
You are given a 190s video clip (timestamps 0 to 190), sampled at 1-2 fps.
Detect all events in this clip using a SHOT-FIRST approach:
STEP 1 — IDENTIFY SHOTS:
Scan the clip for visual shot transitions — moments where the scene, camera angle, setting, or subject clea... | [
{
"role": "user",
"content": "Watch the following video clip carefully:\n<video>\n\nYou are given a 190s video clip (timestamps 0 to 190), sampled at 1-2 fps.\n\nDetect all events in this clip using a SHOT-FIRST approach:\n\nSTEP 1 — IDENTIFY SHOTS:\nScan the clip for visual shot transitions — moments where... | <events>[[0, 13], [13, 41], [41, 81], [81, 93], [93, 149], [149, 173], [173, 181], [181, 190]]</events> | temporal_intervals | historical_prompt_coordinate | [
{
"media_id": "media_24917bb5437c5639b55a5d53",
"source_dataset": "et_instruct",
"source_video_id": "SnO1EkYEJSw",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/seg/source_2fps/SnO1EkYEJSw__1769cf7a261f/000001.jpg",
"media/frames/seg/source_2fps/SnO1EkYEJSw_... | train | paper_mt_opd | 13 | hier_v1:et_instruct:SnO1EkYEJSw | vpmixed_20260516_full_comp | [
"et_instruct"
] | fa45cff83c81aff317d536313b8989ffc3d1b8aff226e966bb90c623430a2180 | 97ee229b316fb510fc68faaa6a0ef2f7d1c88775e61a248dd764246ae14e0dbe | {"archetype":"tutorial","clip_duration_sec":190.5,"clip_key":"SnO1EkYEJSw","domain_l1":"lifestyle_creation","domain_l2":"crafts_diy","experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"policy":"0:60:2.0,60:inf:1.0","rules":[{"fps":2.0,"max_sec":60.0,"min_sec":0.0},{"fps":1.0,... |
vpmixed_20260516_full_comp:paper_mt_opd:train:14:1d883434cbf5262d | sample_5e685d6ad6e80a71294d86bf33dfe86437bc33c74f6367111d883434cbf5262d | null | vpmixed_20260516_full_comp | et_instruct | [
"vEGbwOZvgMU"
] | boundary | temporal_seg_hier_L2 | video | 2 | no_cot | null | null | null | Watch the following video clip carefully:
<video>
You are given a 193s video clip (timestamps 0 to 193), sampled at 1-2 fps.
Detect all events in this clip using a SHOT-FIRST approach:
STEP 1 — IDENTIFY SHOTS:
Scan the clip for visual shot transitions — moments where the scene, camera angle, setting, or subject clea... | [
{
"role": "user",
"content": "Watch the following video clip carefully:\n<video>\n\nYou are given a 193s video clip (timestamps 0 to 193), sampled at 1-2 fps.\n\nDetect all events in this clip using a SHOT-FIRST approach:\n\nSTEP 1 — IDENTIFY SHOTS:\nScan the clip for visual shot transitions — moments where... | <events>[[0, 7], [7, 18], [18, 29], [29, 39], [39, 55], [55, 63], [63, 71], [71, 76], [76, 90], [90, 102], [102, 112], [112, 129], [129, 154], [154, 188], [188, 193]]</events> | temporal_intervals | historical_prompt_coordinate | [
{
"media_id": "media_8e36e4df09ebceac467a5647",
"source_dataset": "et_instruct",
"source_video_id": "vEGbwOZvgMU",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/seg/source_2fps/vEGbwOZvgMU__7f57d70c4b74/000001.jpg",
"media/frames/seg/source_2fps/vEGbwOZvgMU_... | train | paper_mt_opd | 14 | hier_v1:et_instruct:vEGbwOZvgMU | vpmixed_20260516_full_comp | [
"et_instruct"
] | 09bfea5f2dcf958f7d0baa4ba156522e0fde98aa0430cd8ea3e91f61d3f5565f | 8b1902da7604bb14a9cb2137f4926717ef1741a24f2592d03e3a63231636097c | {"archetype":"tutorial","clip_duration_sec":193.333,"clip_key":"vEGbwOZvgMU","domain_l1":"culinary_food","domain_l2":"thermal_state_change","experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"policy":"0:60:2.0,60:inf:1.0","rules":[{"fps":2.0,"max_sec":60.0,"min_sec":0.0},{"fp... |
vpmixed_20260516_full_comp:paper_mt_opd:train:15:0f13185db03298e8 | sample_549dd74368445bda8d25c4e150612881ed0c514e7b184a810f13185db03298e8 | null | vpmixed_20260516_full_comp | et_instruct | [
"yEAy2eo_dT4",
"yEAy2eo_dT4",
"yEAy2eo_dT4",
"yEAy2eo_dT4"
] | relation | event_logic_sort | video | null | no_cot | null | null | null | The following 4 video clips show steps from a continuous process, but they are presented in a shuffled order.
Video Clips (shuffled order):
Clip 1: <video>
Clip 2: <video>
Clip 3: <video>
Clip 4: <video>
Determine the correct chronological order of these clips to reconstruct the original sequence.
For each clip, obse... | [
{
"role": "user",
"content": "The following 4 video clips show steps from a continuous process, but they are presented in a shuffled order.\nVideo Clips (shuffled order):\nClip 1: <video>\nClip 2: <video>\nClip 3: <video>\nClip 4: <video>\n\nDetermine the correct chronological order of these clips to recons... | 1423 | task_specific_string | null | [
{
"media_id": "media_2ef42755a8ead11c88c222bc",
"source_dataset": "et_instruct",
"source_video_id": "yEAy2eo_dT4",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/logic/source_2fps/yEAy2eo_dT4__b7d2f9f08363/000187.jpg",
"media/frames/logic/source_2fps/yEAy2eo_... | train | paper_mt_opd | 15 | null | vpmixed_20260516_full_comp | [
"et_instruct"
] | b474a14626a4252276e3fc97bf8efc39d6ad00536e34b6a58fe210b58273eac2 | e81d47bc1914daacdfe3670959ae7f749fd47976471fc68ed00041f6150c80b6 | {"clip_key":"yEAy2eo_dT4","domain_l1":"culinary_food","domain_l2":"thermal_state_change","experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"policy":"0:60:2.0,60:inf:1.0","rules":[{"fps":2.0,"max_sec":60.0,"min_sec":0.0},{"fps":1.0,"max_sec":null,"min_sec":60.0}],"trusted_cac... |
vpmixed_20260516_full_comp:paper_mt_opd:train:16:63f5cd702a8ccbaa | sample_e9cb41fc460578bac306e71b5fe0d93926d655608fa0b35763f5cd702a8ccbaa | null | vpmixed_20260516_full_comp | et_instruct | [
"uDzYQRDCG6Q",
"uDzYQRDCG6Q"
] | progression | seg_aot_action_t2v_binary | video | null | no_cot | null | null | null | <video><video>
Here are two video clips (Clip A and Clip B).
The paragraph below describes the observed temporal order of atomic actions in one clip:
First, A person connects a silver fitting to a copper pipe. Then, A person unscrews a cap from a soap dispenser pump. Next, A man in a black shirt smiles at the camera.... | [
{
"role": "user",
"content": "<video><video>\n\nHere are two video clips (Clip A and Clip B).\n\nThe paragraph below describes the observed temporal order of atomic actions in one clip:\nFirst, A person connects a silver fitting to a copper pipe. Then, A person unscrews a cap from a soap dispenser pump. Nex... | A | choice_letter | null | [
{
"media_id": "media_d5476923d777de7f2cd5472a",
"source_dataset": "et_instruct",
"source_video_id": "uDzYQRDCG6Q",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/aot/source_2fps/uDzYQRDCG6Q__569b44405a78/000245.jpg",
"media/frames/aot/source_2fps/uDzYQRDCG6Q_... | train | paper_mt_opd | 16 | null | vpmixed_20260516_full_comp | [
"et_instruct"
] | 1542b49d41fc803e85dffc993da268ffb6d507de74add8ff6c564d94e19f910b | 559aead08264d5795d3909718cdd05abd49572e84fe55590eef31a88a08fdffd | {"annotation_meta":{"annotation_dir":"annotations/hier_v1/.","annotation_end_sec":164.667,"annotation_path":"annotations/hier_v1/uDzYQRDCG6Q.json","annotation_start_sec":0.0,"archetype":"tutorial","clip_duration_sec":164.667,"frame_dir":"provenance/annotation_inputs/hier_v1/frames/uDzYQRDCG6Q","global_phase_criterion":... |
vpmixed_20260516_full_comp:paper_mt_opd:train:17:661a2acba436dab1 | sample_1daa85b9b4cf922f231c74637c4968c1e48e8682cb855f47661a2acba436dab1 | null | vpmixed_20260516_full_comp | et_instruct | [
"aa5f6f02-2d6d-493e-88c5-e4f95a1b0e92_49_199"
] | progression | seg_aot_action_v2t_3way | video | null | no_cot | null | null | null | <video>
Watch the video clip carefully.
Which paragraph best matches the temporal order observed in this video?
A. First, Person picks up the vacuum cleaner hose. Then, POV shot of vacuuming crumbs off the floor. Finally, POV shot walking towards a vacuum cleaner in a room.
B. First, POV shot of vacuuming crumbs of... | [
{
"role": "user",
"content": "<video>\n\nWatch the video clip carefully.\n\nWhich paragraph best matches the temporal order observed in this video?\n\nA. First, Person picks up the vacuum cleaner hose. Then, POV shot of vacuuming crumbs off the floor. Finally, POV shot walking towards a vacuum cleaner in a ... | B | choice_letter | null | [
{
"media_id": "media_5990f7a6de8a08032b95fdee",
"source_dataset": "et_instruct",
"source_video_id": "aa5f6f02-2d6d-493e-88c5-e4f95a1b0e92_49_199",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/aot/source_2fps/aa5f6f02-2d6d-493e-88c5-e4f95a1b0e92_49_199__0bc2718f15... | train | paper_mt_opd | 17 | hier_v1:et_instruct:aa5f6f02-2d6d-493e-88c5-e4f95a1b0e92_49_199 | vpmixed_20260516_full_comp | [
"et_instruct"
] | 9d9e88a2656d8a4a317010ffaf263c02862765a90391aeb76f78a453644b68a6 | df7e70e5021544f4834bbee64a9e3789febc4be81470df629cad6ddb03320a5c | {"annotation_meta":{"annotation_dir":"annotations/hier_v1/.","annotation_end_sec":150.0,"annotation_path":"annotations/hier_v1/aa5f6f02-2d6d-493e-88c5-e4f95a1b0e92_49_199.json","annotation_start_sec":0.0,"archetype":"tutorial","clip_duration_sec":150.0,"frame_dir":"provenance/annotation_inputs/hier_v1/frames/aa5f6f02-2... |
vpmixed_20260516_full_comp:paper_mt_opd:train:18:573933fd99c1ab38 | sample_f7c55f28b2b07c24aa934d28d4d34c4d3e8edefb3fcb876b573933fd99c1ab38 | null | vpmixed_20260516_full_comp | et_instruct | [
"9Ul5MxlEytg",
"9Ul5MxlEytg",
"9Ul5MxlEytg",
"9Ul5MxlEytg"
] | relation | event_logic_sort | video | null | no_cot | null | null | null | The following 4 video clips show steps from a continuous process, but they are presented in a shuffled order.
Video Clips (shuffled order):
Clip 1: <video>
Clip 2: <video>
Clip 3: <video>
Clip 4: <video>
Determine the correct chronological order of these clips to reconstruct the original sequence.
For each clip, obse... | [
{
"role": "user",
"content": "The following 4 video clips show steps from a continuous process, but they are presented in a shuffled order.\nVideo Clips (shuffled order):\nClip 1: <video>\nClip 2: <video>\nClip 3: <video>\nClip 4: <video>\n\nDetermine the correct chronological order of these clips to recons... | 4312 | task_specific_string | null | [
{
"media_id": "media_f33628b9a1af03226aeb6f44",
"source_dataset": "et_instruct",
"source_video_id": "9Ul5MxlEytg",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/logic/source_2fps/9Ul5MxlEytg__52a8e88fa4ad/000339.jpg",
"media/frames/logic/source_2fps/9Ul5MxlE... | train | paper_mt_opd | 18 | null | vpmixed_20260516_full_comp | [
"et_instruct"
] | b474a14626a4252276e3fc97bf8efc39d6ad00536e34b6a58fe210b58273eac2 | 9347c0c9a9a77d1df666d472577afdf194993199ff30713910b6766b2bd71aa8 | {"clip_key":"9Ul5MxlEytg","domain_l1":"culinary_food","domain_l2":"composition_assembly","experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"policy":"0:60:2.0,60:inf:1.0","rules":[{"fps":2.0,"max_sec":60.0,"min_sec":0.0},{"fps":1.0,"max_sec":null,"min_sec":60.0}],"trusted_cac... |
vpmixed_20260516_full_comp:paper_mt_opd:train:19:1af92884bba04ca0 | sample_234648fc6dd59d47af25ecc6f6168183494f428cd83893081af92884bba04ca0 | null | vpmixed_20260516_full_comp | et_instruct | [
"3Djo7UI4GDY",
"3Djo7UI4GDY"
] | progression | seg_aot_action_t2v_binary | video | null | no_cot | null | null | null | <video><video>
Here are two video clips (Clip A and Clip B).
The paragraph below describes the observed temporal order of atomic actions in one clip:
First, person removes jellyfish from package onto a plate. Finally, person holds up a package of jellyfish.
Which clip (A or B) best matches this paragraph?
Answer wi... | [
{
"role": "user",
"content": "<video><video>\n\nHere are two video clips (Clip A and Clip B).\n\nThe paragraph below describes the observed temporal order of atomic actions in one clip:\nFirst, person removes jellyfish from package onto a plate. Finally, person holds up a package of jellyfish.\n\nWhich clip... | A | choice_letter | null | [
{
"media_id": "media_ecfd31e93ae42f937c818dee",
"source_dataset": "et_instruct",
"source_video_id": "3Djo7UI4GDY",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/aot/source_2fps/3Djo7UI4GDY__f1b5bd316c03/000015.jpg",
"media/frames/aot/source_2fps/3Djo7UI4GDY_... | train | paper_mt_opd | 19 | null | vpmixed_20260516_full_comp | [
"et_instruct"
] | d9963a0428a21da2c2b1f12ef4be959709e635f579ab3683782c367e001efca9 | 559aead08264d5795d3909718cdd05abd49572e84fe55590eef31a88a08fdffd | {"annotation_meta":{"annotation_dir":"annotations/hier_v1/.","annotation_end_sec":218.652,"annotation_path":"annotations/hier_v1/3Djo7UI4GDY.json","annotation_start_sec":0.0,"archetype":"tutorial","clip_duration_sec":218.652,"frame_dir":"provenance/annotation_inputs/hier_v1/frames/3Djo7UI4GDY","global_phase_criterion":... |
vpmixed_20260516_full_comp:paper_mt_opd:train:20:87a543c519239bbd | sample_45d2c9fb100abb1be91e899a8c7f9171f343cd8eaf1edb8787a543c519239bbd | null | vpmixed_20260516_full_comp | et_instruct | [
"9b668b9c-985c-43bf-9c7a-757571e0c118_46_196",
"9b668b9c-985c-43bf-9c7a-757571e0c118_46_196",
"9b668b9c-985c-43bf-9c7a-757571e0c118_46_196"
] | relation | event_logic_sort | video | null | no_cot | null | null | null | The following 3 video clips show steps from a continuous process, but they are presented in a shuffled order.
Video Clips (shuffled order):
Clip 1: <video>
Clip 2: <video>
Clip 3: <video>
Determine the correct chronological order of these clips to reconstruct the original sequence.
For each clip, observe the object s... | [
{
"role": "user",
"content": "The following 3 video clips show steps from a continuous process, but they are presented in a shuffled order.\nVideo Clips (shuffled order):\nClip 1: <video>\nClip 2: <video>\nClip 3: <video>\n\nDetermine the correct chronological order of these clips to reconstruct the origina... | 132 | task_specific_string | null | [
{
"media_id": "media_43b7ccb0a5383647a2076d21",
"source_dataset": "et_instruct",
"source_video_id": "9b668b9c-985c-43bf-9c7a-757571e0c118_46_196",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/logic/source_2fps/9b668b9c-985c-43bf-9c7a-757571e0c118_46_196__d6b069e7... | train | paper_mt_opd | 20 | null | vpmixed_20260516_full_comp | [
"et_instruct"
] | 4f8259a708b1b4e716e5e73b72b793bb54b0394def70c12b571b803a34e5a9c2 | dbb1ded63bc70732626c5dfe6c7f50ced3d560e970f30b15335ac290358748f6 | {"clip_key":"9b668b9c-985c-43bf-9c7a-757571e0c118_46_196","domain_l1":"lifestyle_creation","domain_l2":"daily_vlog_pet","experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"policy":"0:60:2.0,60:inf:1.0","rules":[{"fps":2.0,"max_sec":60.0,"min_sec":0.0},{"fps":1.0,"max_sec":nul... |
vpmixed_20260516_full_comp:paper_mt_opd:train:21:f3f905f429fdca85 | sample_0232a277e2df6285dc739fc6c46580f4eb2c88fd17efc356f3f905f429fdca85 | null | vpmixed_20260516_full_comp | et_instruct | [
"jOnD4lnDD_4",
"jOnD4lnDD_4"
] | progression | seg_aot_action_t2v_binary | video | null | no_cot | null | null | null | <video><video>
Here are two video clips (Clip A and Clip B).
The paragraph below describes the observed temporal order of atomic actions in one clip:
First, A barber combs a man's mustache downwards. Finally, A barber trims a man's mustache with an electric trimmer.
Which clip (A or B) best matches this paragraph?
... | [
{
"role": "user",
"content": "<video><video>\n\nHere are two video clips (Clip A and Clip B).\n\nThe paragraph below describes the observed temporal order of atomic actions in one clip:\nFirst, A barber combs a man's mustache downwards. Finally, A barber trims a man's mustache with an electric trimmer.\n\nW... | A | choice_letter | null | [
{
"media_id": "media_297a90d3be3694d89219b57d",
"source_dataset": "et_instruct",
"source_video_id": "jOnD4lnDD_4",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/aot/source_2fps/jOnD4lnDD_4__63744b54c50f/000111.jpg",
"media/frames/aot/source_2fps/jOnD4lnDD_4_... | train | paper_mt_opd | 21 | null | vpmixed_20260516_full_comp | [
"et_instruct"
] | 759f290c4b551193a76e2dfba76e2d13e2a7620dff7273a7aca3e993b714d1aa | 559aead08264d5795d3909718cdd05abd49572e84fe55590eef31a88a08fdffd | {"annotation_meta":{"annotation_dir":"annotations/hier_v1/.","annotation_end_sec":84.818,"annotation_path":"annotations/hier_v1/jOnD4lnDD_4.json","annotation_start_sec":0.0,"archetype":"tutorial","clip_duration_sec":84.818,"frame_dir":"provenance/annotation_inputs/hier_v1/frames/jOnD4lnDD_4","global_phase_criterion":"E... |
vpmixed_20260516_full_comp:paper_mt_opd:train:22:9380b4038efdb12d | sample_2f50a6cac45809560b03dea1b3764cda7f5f1856ca172e5f9380b4038efdb12d | null | vpmixed_20260516_full_comp | et_instruct | [
"hEtRtIvpIZA"
] | boundary | temporal_seg_hier_L1 | video | 1 | no_cot | null | null | null | Watch the following video clip carefully:
<video>
You are given a 160s video clip (timestamps 0 to 160), sampled at 1-2 fps.
Segment the video into high-level phases using a SHOT-FIRST approach:
STEP 1 — IDENTIFY SHOTS:
Scan the video for visual shot transitions — moments where the scene, camera angle, setting, or s... | [
{
"role": "user",
"content": "Watch the following video clip carefully:\n<video>\n\nYou are given a 160s video clip (timestamps 0 to 160), sampled at 1-2 fps.\n\nSegment the video into high-level phases using a SHOT-FIRST approach:\n\nSTEP 1 — IDENTIFY SHOTS:\nScan the video for visual shot transitions — mo... | <events>[[0, 67], [60, 160], [67, 109]]</events> | temporal_intervals | historical_prompt_coordinate | [
{
"media_id": "media_0228226e4d6d788583db8fa4",
"source_dataset": "et_instruct",
"source_video_id": "hEtRtIvpIZA",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/seg/source_2fps/hEtRtIvpIZA__dae3be40989a/000001.jpg",
"media/frames/seg/source_2fps/hEtRtIvpIZA_... | train | paper_mt_opd | 22 | hier_v1:et_instruct:hEtRtIvpIZA | vpmixed_20260516_full_comp | [
"et_instruct"
] | eb3c2ee687a40a378603f97b7182e880538c2706629adc3d50aa9f7887c2aad4 | 3b7976faaf3d956ba436de924730fea7590fbdde92b851a63a4f0c4449ad32f6 | {"archetype":"tutorial","clip_duration_sec":160.833,"clip_key":"hEtRtIvpIZA","domain_l1":"lifestyle_creation","domain_l2":"daily_vlog_pet","experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"policy":"0:60:2.0,60:inf:1.0","rules":[{"fps":2.0,"max_sec":60.0,"min_sec":0.0},{"fps... |
vpmixed_20260516_full_comp:paper_mt_opd:train:23:060e5352277b3eee | sample_b3dff9c79c00c34d41956df598e83e211c3c59c2e525a8f6060e5352277b3eee | null | vpmixed_20260516_full_comp | et_instruct | [
"Ws7K-dtX0nM"
] | boundary | temporal_seg_hier_L1 | video | 1 | no_cot | null | null | null | Watch the following video clip carefully:
<video>
You are given a 143s video clip (timestamps 0 to 143), sampled at 1-2 fps.
Segment the video into high-level phases using a SHOT-FIRST approach:
STEP 1 — IDENTIFY SHOTS:
Scan the video for visual shot transitions — moments where the scene, camera angle, setting, or s... | [
{
"role": "user",
"content": "Watch the following video clip carefully:\n<video>\n\nYou are given a 143s video clip (timestamps 0 to 143), sampled at 1-2 fps.\n\nSegment the video into high-level phases using a SHOT-FIRST approach:\n\nSTEP 1 — IDENTIFY SHOTS:\nScan the video for visual shot transitions — mo... | <events>[[0, 60], [60, 129], [129, 143]]</events> | temporal_intervals | historical_prompt_coordinate | [
{
"media_id": "media_bb5388459fd54cf89c6095c9",
"source_dataset": "et_instruct",
"source_video_id": "Ws7K-dtX0nM",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/seg/source_2fps/Ws7K-dtX0nM__5f84e2f4175a/000001.jpg",
"media/frames/seg/source_2fps/Ws7K-dtX0nM_... | train | paper_mt_opd | 23 | hier_v1:et_instruct:Ws7K-dtX0nM | vpmixed_20260516_full_comp | [
"et_instruct"
] | 6f1ef9ae05160b71f43aa0989839860cd524d39579f56521a00b27382b3210db | 457480e7bfde147b037c6b32e51ca9ab89d9c399e9aae00643e005bb22e8e391 | {"archetype":"tutorial","clip_duration_sec":143.043,"clip_key":"Ws7K-dtX0nM","domain_l1":"engineering_maintenance","domain_l2":"science_tech_demo","experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"policy":"0:60:2.0,60:inf:1.0","rules":[{"fps":2.0,"max_sec":60.0,"min_sec":0.... |
vpmixed_20260516_full_comp:paper_mt_opd:train:24:b6b4495f286a7e0c | sample_b7de2c0bca54a9240460467f673b52b3d0a065ac2a3dd3d3b6b4495f286a7e0c | null | vpmixed_20260516_full_comp | et_instruct | [
"yhxlxsln_P0"
] | boundary | temporal_seg_hier_L2 | video | 2 | no_cot | null | null | null | Watch the following video clip carefully:
<video>
You are given a 153s video clip (timestamps 0 to 153), sampled at 1-2 fps.
Detect all events in this clip using a SHOT-FIRST approach:
STEP 1 — IDENTIFY SHOTS:
Scan the clip for visual shot transitions — moments where the scene, camera angle, setting, or subject clea... | [
{
"role": "user",
"content": "Watch the following video clip carefully:\n<video>\n\nYou are given a 153s video clip (timestamps 0 to 153), sampled at 1-2 fps.\n\nDetect all events in this clip using a SHOT-FIRST approach:\n\nSTEP 1 — IDENTIFY SHOTS:\nScan the clip for visual shot transitions — moments where... | <events>[[0, 6], [6, 21], [21, 52], [52, 92], [92, 122], [122, 135], [135, 144], [144, 153]]</events> | temporal_intervals | historical_prompt_coordinate | [
{
"media_id": "media_e688c53f7e58e42d7d12d585",
"source_dataset": "et_instruct",
"source_video_id": "yhxlxsln_P0",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/seg/source_2fps/yhxlxsln_P0__bdd6925a3a8b/000001.jpg",
"media/frames/seg/source_2fps/yhxlxsln_P0_... | train | paper_mt_opd | 24 | hier_v1:et_instruct:yhxlxsln_P0 | vpmixed_20260516_full_comp | [
"et_instruct"
] | 3e3256c009a1964eb9d506c77bbf0aa6d8f13b9885099d0e4a9268612028a931 | ea974226659fbec642017aab12b8542bc59d5ec672c40f3f67bb4eb618e62fb3 | {"archetype":"tutorial","clip_duration_sec":153.5,"clip_key":"yhxlxsln_P0","domain_l1":"culinary_food","domain_l2":"thermal_state_change","experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"policy":"0:60:2.0,60:inf:1.0","rules":[{"fps":2.0,"max_sec":60.0,"min_sec":0.0},{"fps"... |
vpmixed_20260516_full_comp:paper_mt_opd:train:25:f0b55ccacaa15b29 | sample_c5eb7adbb94474b0e039ce7dda7249dd7d264c0cb1297058f0b55ccacaa15b29 | null | vpmixed_20260516_full_comp | et_instruct | [
"cEYowE_xYAA",
"cEYowE_xYAA"
] | progression | seg_aot_event_t2v_binary | video | null | no_cot | null | null | null | <video><video>
Here are two video clips (Clip A and Clip B).
The events below occurred in this exact order:
1. The video ends with the Waitrose Live brand logo on a white background
2. The presenter stands behind the finished dish, followed by close-up shots of the plated food
3. Two cooked lamb kebabs are p... | [
{
"role": "user",
"content": "<video><video>\n\nHere are two video clips (Clip A and Clip B).\n\nThe events below occurred in this exact order:\n 1. The video ends with the Waitrose Live brand logo on a white background\n 2. The presenter stands behind the finished dish, followed by close-up shots of th... | A | choice_letter | null | [
{
"media_id": "media_d10f4d4ad77631cf14a18e45",
"source_dataset": "et_instruct",
"source_video_id": "cEYowE_xYAA",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/aot/source_2fps/cEYowE_xYAA__41809ebd8239/000305.jpg",
"media/frames/aot/source_2fps/cEYowE_xYAA_... | train | paper_mt_opd | 25 | null | vpmixed_20260516_full_comp | [
"et_instruct"
] | 5d8c891ce92e3c27db5c885b610aadb221e4586bb0763fcae99d9b0c2f042ff0 | 559aead08264d5795d3909718cdd05abd49572e84fe55590eef31a88a08fdffd | {"annotation_meta":{"annotation_dir":"annotations/hier_v1/.","annotation_end_sec":158.333,"annotation_path":"annotations/hier_v1/cEYowE_xYAA.json","annotation_start_sec":0.0,"archetype":"tutorial","clip_duration_sec":158.333,"frame_dir":"provenance/annotation_inputs/hier_v1/frames/cEYowE_xYAA","global_phase_criterion":... |
vpmixed_20260516_full_comp:paper_mt_opd:train:26:15b2a9b7972549e7 | sample_3ffec90d85fbb147b9b42d44877e1779705f16fb0fad542c15b2a9b7972549e7 | null | vpmixed_20260516_full_comp | et_instruct | [
"v_WwwfCw1dYlg",
"v_WwwfCw1dYlg"
] | progression | seg_aot_action_t2v_binary | video | null | no_cot | null | null | null | <video><video>
Here are two video clips (Clip A and Clip B).
The paragraph below describes the observed temporal order of atomic actions in one clip:
First, High-angle shot of a man swimming freestyle in a pool lane. Then, Underwater shot of a swimmer performing a flip turn. Next, Underwater shot of a swimmer doing t... | [
{
"role": "user",
"content": "<video><video>\n\nHere are two video clips (Clip A and Clip B).\n\nThe paragraph below describes the observed temporal order of atomic actions in one clip:\nFirst, High-angle shot of a man swimming freestyle in a pool lane. Then, Underwater shot of a swimmer performing a flip t... | A | choice_letter | null | [
{
"media_id": "media_15d108cebcee9cfd46ef318a",
"source_dataset": "et_instruct",
"source_video_id": "v_WwwfCw1dYlg",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/aot/source_2fps/v_WwwfCw1dYlg__94b696e3f093/000075.jpg",
"media/frames/aot/source_2fps/v_WwwfCw... | train | paper_mt_opd | 26 | null | vpmixed_20260516_full_comp | [
"et_instruct"
] | 01c3d3efe11ee0294ffd8ff1d5140a3958b25ee25607124558c046a56f0c9b45 | 559aead08264d5795d3909718cdd05abd49572e84fe55590eef31a88a08fdffd | {"annotation_meta":{"annotation_dir":"annotations/hier_v1/.","annotation_end_sec":143.0,"annotation_path":"annotations/hier_v1/v_WwwfCw1dYlg.json","annotation_start_sec":0.0,"archetype":"tutorial","clip_duration_sec":143.0,"frame_dir":"provenance/annotation_inputs/hier_v1/frames/v_WwwfCw1dYlg","global_phase_criterion":... |
vpmixed_20260516_full_comp:paper_mt_opd:train:27:dd024b34216746e1 | sample_ec9a77647f41427dd6dc644ae885251a51b2be6cb5a30a2fdd024b34216746e1 | null | vpmixed_20260516_full_comp | et_instruct | [
"4fba410d-405a-4265-a886-a1c9d589c007_267_417",
"4fba410d-405a-4265-a886-a1c9d589c007_267_417"
] | progression | seg_aot_action_t2v_binary | video | null | no_cot | null | null | null | <video><video>
Here are two video clips (Clip A and Clip B).
The paragraph below describes the observed temporal order of atomic actions in one clip:
First, Driver opens their door and exits the car. Then, Passenger opens their door and exits the car. Next, Driver unbuckles the seatbelt. After that, Driver turns off ... | [
{
"role": "user",
"content": "<video><video>\n\nHere are two video clips (Clip A and Clip B).\n\nThe paragraph below describes the observed temporal order of atomic actions in one clip:\nFirst, Driver opens their door and exits the car. Then, Passenger opens their door and exits the car. Next, Driver unbuck... | A | choice_letter | null | [
{
"media_id": "media_7efa2613ef367b3110a00345",
"source_dataset": "et_instruct",
"source_video_id": "4fba410d-405a-4265-a886-a1c9d589c007_267_417",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/aot/source_2fps/4fba410d-405a-4265-a886-a1c9d589c007_267_417__bd966083... | train | paper_mt_opd | 27 | null | vpmixed_20260516_full_comp | [
"et_instruct"
] | 5853a66acc9c3759e5fe741eddb2652ddf70b911eb883f44dbbfda974cd34637 | 559aead08264d5795d3909718cdd05abd49572e84fe55590eef31a88a08fdffd | {"annotation_meta":{"annotation_dir":"annotations/hier_v1/.","annotation_end_sec":150.0,"annotation_path":"annotations/hier_v1/4fba410d-405a-4265-a886-a1c9d589c007_267_417.json","annotation_start_sec":0.0,"archetype":"tutorial","clip_duration_sec":150.0,"frame_dir":"provenance/annotation_inputs/hier_v1/frames/4fba410d-... |
vpmixed_20260516_full_comp:paper_mt_opd:train:28:ee3dc4943a76ac6c | sample_29605099b4c436610494a73c615d217136f9b976fb285fecee3dc4943a76ac6c | uNdLk8TceYU::q2 | vpmixed_20260516_full_comp | timelens | [
"uNdLk8TceYU"
] | tg | temporal_grounding | video | null | no_cot | null | null | null | <video>
Please find the visual event described by a sentence in the video, determining its starting and ending times. The format should be: 'The event happens in the start time - end time seconds'. For example: The event 'person turn a light on' happens in the 24.3 - 30.4 seconds. Now I will give you the textual senten... | [
{
"role": "user",
"content": "<video>\nPlease find the visual event described by a sentence in the video, determining its starting and ending times. The format should be: 'The event happens in the start time - end time seconds'. For example: The event 'person turn a light on' happens in the 24.3 - 30.4 seco... | The event happens in the 6 - 8 seconds. | temporal_intervals | historical_prompt_coordinate | [
{
"media_id": "media_ab97da5623a2679fca6498ec",
"source_dataset": "timelens",
"source_video_id": "uNdLk8TceYU",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/tg/base_cache_2fps/uNdLk8TceYU__d25f021955b0/000001.jpg",
"media/frames/tg/base_cache_2fps/uNdLk8Tce... | train | paper_mt_opd | 28 | null | vpmixed_20260516_full_comp | [
"timelens"
] | a1d6331caacb0ca9f2ebdc6c36aa5d226c2a394fcb4839ade9eb930f14984ccc | 53c9fe7966e977542141dc25fc97df7665ed4975456348a4aa2b01bcec306356 | {"answer_format":"tgbench_natural_language_v1","clip_key":"uNdLk8TceYU","curation_source":"timelens_short_qwen3vl_roll8","dataset":"TimeLens-100K","duration":20.4,"duration_bucket":"[15,30)","experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"policy":"0:60:2.0,60:inf:1.0","ru... |
vpmixed_20260516_full_comp:paper_mt_opd:train:29:e9fbd4ef19f0219f | sample_09fc2642b15897f7a4dc44ebdb05641aa58845145cbbe775e9fbd4ef19f0219f | null | vpmixed_20260516_full_comp | et_instruct | [
"zoNd5jugaVY",
"zoNd5jugaVY",
"zoNd5jugaVY",
"zoNd5jugaVY"
] | relation | event_logic_sort | video | null | no_cot | null | null | null | The following 4 video clips show steps from a continuous process, but they are presented in a shuffled order.
Video Clips (shuffled order):
Clip 1: <video>
Clip 2: <video>
Clip 3: <video>
Clip 4: <video>
Determine the correct chronological order of these clips to reconstruct the original sequence.
For each clip, obse... | [
{
"role": "user",
"content": "The following 4 video clips show steps from a continuous process, but they are presented in a shuffled order.\nVideo Clips (shuffled order):\nClip 1: <video>\nClip 2: <video>\nClip 3: <video>\nClip 4: <video>\n\nDetermine the correct chronological order of these clips to recons... | 1423 | task_specific_string | null | [
{
"media_id": "media_c9e41c08f9723da22ad0c5db",
"source_dataset": "et_instruct",
"source_video_id": "zoNd5jugaVY",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/logic/source_2fps/zoNd5jugaVY__6449868f9f59/000029.jpg",
"media/frames/logic/source_2fps/zoNd5jug... | train | paper_mt_opd | 29 | null | vpmixed_20260516_full_comp | [
"et_instruct"
] | b474a14626a4252276e3fc97bf8efc39d6ad00536e34b6a58fe210b58273eac2 | e81d47bc1914daacdfe3670959ae7f749fd47976471fc68ed00041f6150c80b6 | {"clip_key":"zoNd5jugaVY","domain_l1":"engineering_maintenance","domain_l2":"home_furniture_assembly","experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"policy":"0:60:2.0,60:inf:1.0","rules":[{"fps":2.0,"max_sec":60.0,"min_sec":0.0},{"fps":1.0,"max_sec":null,"min_sec":60.0}]... |
vpmixed_20260516_full_comp:paper_mt_opd:train:30:3abab33f8c8b7f9c | sample_2a9c24f3b9a8a52f2e353b5d6c5661f842dfddb162bf34593abab33f8c8b7f9c | null | vpmixed_20260516_full_comp | et_instruct | [
"pFZXhofDuX8"
] | boundary | temporal_seg_hier_L2 | video | 2 | no_cot | null | null | null | Watch the following video clip carefully:
<video>
You are given a 182s video clip (timestamps 0 to 182), sampled at 1-2 fps.
Detect all events in this clip using a SHOT-FIRST approach:
STEP 1 — IDENTIFY SHOTS:
Scan the clip for visual shot transitions — moments where the scene, camera angle, setting, or subject clea... | [
{
"role": "user",
"content": "Watch the following video clip carefully:\n<video>\n\nYou are given a 182s video clip (timestamps 0 to 182), sampled at 1-2 fps.\n\nDetect all events in this clip using a SHOT-FIRST approach:\n\nSTEP 1 — IDENTIFY SHOTS:\nScan the clip for visual shot transitions — moments where... | <events>[[0, 1], [93, 128], [128, 182]]</events> | temporal_intervals | historical_prompt_coordinate | [
{
"media_id": "media_2f9f106536879ab2cdf841e4",
"source_dataset": "et_instruct",
"source_video_id": "pFZXhofDuX8",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/seg/source_2fps/pFZXhofDuX8__7bb0e2de22fb/000001.jpg",
"media/frames/seg/source_2fps/pFZXhofDuX8_... | train | paper_mt_opd | 30 | hier_v1:et_instruct:pFZXhofDuX8 | vpmixed_20260516_full_comp | [
"et_instruct"
] | dc4cbfdb0ffa11dbb5cdb0e08f4461bdfca38b809ec7d9e884b3b51eb6b19434 | 70a168ae3bbee89de6711c5862ffa1c85ee0a9ab59623785bbd11ba2dcdbf380 | {"archetype":"tutorial","clip_duration_sec":182.0,"clip_key":"pFZXhofDuX8","domain_l1":"culture_knowledge","domain_l2":"music_dance_theater","experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"policy":"0:60:2.0,60:inf:1.0","rules":[{"fps":2.0,"max_sec":60.0,"min_sec":0.0},{"f... |
vpmixed_20260516_full_comp:paper_mt_opd:train:31:987b648b245bf1f9 | sample_965324c3c095524d26fec8b6ba4a84dfc45c353e118a6aeb987b648b245bf1f9 | null | vpmixed_20260516_full_comp | et_instruct | [
"b11d6270-aedb-4cf7-9785-cef161d04c63_248_398"
] | boundary | temporal_seg_hier_L3_seg | video | 3 | no_cot | null | null | null | Watch the following video clip carefully:
<video>
You are given a 61s video clip, sampled at 1-2 fps.
Detect all fine-grained sub-actions in this clip using a SHOT-FIRST approach:
STEP 1 — IDENTIFY SHOT BOUNDARIES:
Scan for visual discontinuities — camera cuts, angle changes, or abrupt scene transitions. These are y... | [
{
"role": "user",
"content": "Watch the following video clip carefully:\n<video>\n\nYou are given a 61s video clip, sampled at 1-2 fps.\n\nDetect all fine-grained sub-actions in this clip using a SHOT-FIRST approach:\n\nSTEP 1 — IDENTIFY SHOT BOUNDARIES:\nScan for visual discontinuities — camera cuts, angle... | <events>[[5, 19], [20, 24], [25, 34], [35, 38], [39, 56], [57, 61]]</events> | temporal_intervals | historical_prompt_coordinate | [
{
"media_id": "media_674aa5b817fb39a6ec3cd4f5",
"source_dataset": "et_instruct",
"source_video_id": "b11d6270-aedb-4cf7-9785-cef161d04c63_248_398",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/seg/source_2fps/b11d6270-aedb-4cf7-9785-cef161d04c63_248_398__f39fcce3... | train | paper_mt_opd | 31 | hier_v1:et_instruct:b11d6270-aedb-4cf7-9785-cef161d04c63_248_398 | vpmixed_20260516_full_comp | [
"et_instruct"
] | 921b96f7ba076c101bd81c89278036867269d75963d08a3b044ca2d6f1876dc3 | 9c45ee9c78edca09e79e4c1ab6e401db441baaed741a10167502f1aedd492891 | {"archetype":"tutorial","clip_duration_sec":150.0,"clip_end_sec":150,"clip_key":"b11d6270-aedb-4cf7-9785-cef161d04c63_248_398","clip_offset_sec":89,"clip_start_sec":89,"domain_l1":"engineering_maintenance","domain_l2":"auto_heavy_mechanical","event_end_sec":150,"event_start_sec":94,"experiment_frame_sampling":{"impleme... |
vpmixed_20260516_full_comp:paper_mt_opd:train:32:a016fbade91bba77 | sample_e165f68ada8b6ee5a4ff59e59b2784bdf723ba675b30f2bba016fbade91bba77 | null | vpmixed_20260516_full_comp | et_instruct | [
"qehrCH2--xY"
] | relation | event_logic_predict_next | video | null | no_cot | null | null | null | Watch the following video carefully. It shows 2 consecutive steps of a continuous process.
<video>
Based on the actions shown in the video above, which of the following textual options describes the most logical next step?
Options:
A. A person pushes the dropped stitch back onto the left knitting needle.
B. A person ... | [
{
"role": "user",
"content": "Watch the following video carefully. It shows 2 consecutive steps of a continuous process.\n\n<video>\n\nBased on the actions shown in the video above, which of the following textual options describes the most logical next step?\nOptions:\nA. A person pushes the dropped stitch ... | F | task_specific_string | null | [
{
"media_id": "media_996ca20afcbdfe89cdacad1a",
"source_dataset": "et_instruct",
"source_video_id": "qehrCH2--xY",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/logic/source_2fps/qehrCH2--xY__dd988f7bbc4d/000133.jpg",
"media/frames/logic/source_2fps/qehrCH2-... | train | paper_mt_opd | 32 | hier_v1:et_instruct:qehrCH2--xY | vpmixed_20260516_full_comp | [
"et_instruct"
] | cc6ad6f9f295599086980273a56a29ddb69fb64792f273262c813f369fb3d3ec | f67ab10ad4e4c53121b6a5fe4da9c10ddee905b978d3788d2723d7bfacbe28a9 | {"clip_key":"qehrCH2--xY","context_ids":["Action 5.1","Action 5.2"],"correct_next_id":"Action 5.3","correct_text":"A person pulls the working yarn to tighten the new stitch.","distractors":["A person pushes the dropped stitch back onto the left knitting needle.","A person wraps the working yarn loosely around the left ... |
vpmixed_20260516_full_comp:paper_mt_opd:train:33:d05e1c0f60a68f71 | sample_31a7a2b00f62120fe3ea806cc7d1b088dc52f48110f5b2fdd05e1c0f60a68f71 | null | vpmixed_20260516_full_comp | et_instruct | [
"pCcceO8B83U"
] | boundary | temporal_seg_hier_L3_seg | video | 3 | no_cot | null | null | null | Watch the following video clip carefully:
<video>
You are given a 27s video clip, sampled at 1-2 fps.
Detect all fine-grained sub-actions in this clip using a SHOT-FIRST approach:
STEP 1 — IDENTIFY SHOT BOUNDARIES:
Scan for visual discontinuities — camera cuts, angle changes, or abrupt scene transitions. These are y... | [
{
"role": "user",
"content": "Watch the following video clip carefully:\n<video>\n\nYou are given a 27s video clip, sampled at 1-2 fps.\n\nDetect all fine-grained sub-actions in this clip using a SHOT-FIRST approach:\n\nSTEP 1 — IDENTIFY SHOT BOUNDARIES:\nScan for visual discontinuities — camera cuts, angle... | <events>[[5, 8], [8, 9], [9, 12], [12, 15], [15, 18], [18, 21]]</events> | temporal_intervals | historical_prompt_coordinate | [
{
"media_id": "media_6a1b74527bed4d6fd2029c6c",
"source_dataset": "et_instruct",
"source_video_id": "pCcceO8B83U",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/seg/source_2fps/pCcceO8B83U__089990248159/000029.jpg",
"media/frames/seg/source_2fps/pCcceO8B83U_... | train | paper_mt_opd | 33 | hier_v1:et_instruct:pCcceO8B83U | vpmixed_20260516_full_comp | [
"et_instruct"
] | 7a30f005b5528e36adcbeb33d528f36c6efc3343ecc2ad0d4cf5594e0d5a20cc | 18ec45edf159c7c586a76fcb6201b54e5706a7063e5dd9051fc4babd659b39c9 | {"archetype":"tutorial","clip_duration_sec":228.019,"clip_end_sec":41,"clip_key":"pCcceO8B83U","clip_offset_sec":14,"clip_start_sec":14,"domain_l1":"culinary_food","domain_l2":"fine_grained_prep","event_end_sec":36,"event_start_sec":19,"experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_f... |
vpmixed_20260516_full_comp:paper_mt_opd:train:34:2c782c6c562caf72 | sample_8f4e73b6ae35be794808fbb2c3a18254f8405d8b4def5d462c782c6c562caf72 | null | vpmixed_20260516_full_comp | et_instruct | [
"DSzAd9ZcF8w",
"DSzAd9ZcF8w",
"DSzAd9ZcF8w"
] | relation | event_logic_sort | video | null | no_cot | null | null | null | The following 3 video clips show steps from a continuous process, but they are presented in a shuffled order.
Video Clips (shuffled order):
Clip 1: <video>
Clip 2: <video>
Clip 3: <video>
Determine the correct chronological order of these clips to reconstruct the original sequence.
For each clip, observe the object s... | [
{
"role": "user",
"content": "The following 3 video clips show steps from a continuous process, but they are presented in a shuffled order.\nVideo Clips (shuffled order):\nClip 1: <video>\nClip 2: <video>\nClip 3: <video>\n\nDetermine the correct chronological order of these clips to reconstruct the origina... | 231 | task_specific_string | null | [
{
"media_id": "media_281bf0e23cb3c135ac14a632",
"source_dataset": "et_instruct",
"source_video_id": "DSzAd9ZcF8w",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/logic/source_2fps/DSzAd9ZcF8w__b8786aea6eea/000231.jpg",
"media/frames/logic/source_2fps/DSzAd9Zc... | train | paper_mt_opd | 34 | null | vpmixed_20260516_full_comp | [
"et_instruct"
] | 4f8259a708b1b4e716e5e73b72b793bb54b0394def70c12b571b803a34e5a9c2 | 138d9e809e386a7b800791d1f664f56d1c55f3d1ba411b950862729bc486c5ce | {"clip_key":"DSzAd9ZcF8w","domain_l1":"culinary_food","domain_l2":"composition_assembly","experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"policy":"0:60:2.0,60:inf:1.0","rules":[{"fps":2.0,"max_sec":60.0,"min_sec":0.0},{"fps":1.0,"max_sec":null,"min_sec":60.0}],"trusted_cac... |
vpmixed_20260516_full_comp:paper_mt_opd:train:35:45b42aebec530c06 | sample_e830726cc6675fa74c02ab5aa8319cbb0c0730b1a7271f2145b42aebec530c06 | null | vpmixed_20260516_full_comp | et_instruct | [
"PFe-YrprkEQ",
"PFe-YrprkEQ"
] | progression | seg_aot_event_t2v_binary | video | null | no_cot | null | null | null | <video><video>
Here are two video clips (Clip A and Clip B).
The events below occurred in this exact order:
1. A text overlay displays the list of ingredients and the cooking method for the vegetable fried rice
2. The host introduces the vegetable fried rice recipe, and a shot of the finished dish is shown
3... | [
{
"role": "user",
"content": "<video><video>\n\nHere are two video clips (Clip A and Clip B).\n\nThe events below occurred in this exact order:\n 1. A text overlay displays the list of ingredients and the cooking method for the vegetable fried rice\n 2. The host introduces the vegetable fried rice recip... | A | choice_letter | null | [
{
"media_id": "media_4b51d2449b0558f2cb4ada50",
"source_dataset": "et_instruct",
"source_video_id": "PFe-YrprkEQ",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/aot/source_2fps/PFe-YrprkEQ__0888c3e2d1bb/000071.jpg",
"media/frames/aot/source_2fps/PFe-YrprkEQ_... | train | paper_mt_opd | 35 | null | vpmixed_20260516_full_comp | [
"et_instruct"
] | 5a85f4e7d1e4dd074e5f096604de95bfd862be00b08ee36026bfb19f6a09b799 | 559aead08264d5795d3909718cdd05abd49572e84fe55590eef31a88a08fdffd | {"annotation_meta":{"annotation_dir":"annotations/hier_v1/.","annotation_end_sec":227.0,"annotation_path":"annotations/hier_v1/PFe-YrprkEQ.json","annotation_start_sec":0.0,"archetype":"tutorial","clip_duration_sec":227.0,"frame_dir":"provenance/annotation_inputs/hier_v1/frames/PFe-YrprkEQ","global_phase_criterion":"Eve... |
vpmixed_20260516_full_comp:paper_mt_opd:train:36:28871a2cfe6ba0f4 | sample_36b2bb7bc9203005cc9b953a0844b169584f08054ff9f7ba28871a2cfe6ba0f4 | null | vpmixed_20260516_full_comp | et_instruct | [
"3GKykZ5zmqU",
"3GKykZ5zmqU",
"3GKykZ5zmqU"
] | relation | event_logic_sort | video | null | no_cot | null | null | null | The following 3 video clips show steps from a continuous process, but they are presented in a shuffled order.
Video Clips (shuffled order):
Clip 1: <video>
Clip 2: <video>
Clip 3: <video>
Determine the correct chronological order of these clips to reconstruct the original sequence.
For each clip, observe the object s... | [
{
"role": "user",
"content": "The following 3 video clips show steps from a continuous process, but they are presented in a shuffled order.\nVideo Clips (shuffled order):\nClip 1: <video>\nClip 2: <video>\nClip 3: <video>\n\nDetermine the correct chronological order of these clips to reconstruct the origina... | 231 | task_specific_string | null | [
{
"media_id": "media_129c312d62c2ce690f059044",
"source_dataset": "et_instruct",
"source_video_id": "3GKykZ5zmqU",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/logic/source_2fps/3GKykZ5zmqU__03399d68a8eb/000343.jpg",
"media/frames/logic/source_2fps/3GKykZ5z... | train | paper_mt_opd | 36 | null | vpmixed_20260516_full_comp | [
"et_instruct"
] | 4f8259a708b1b4e716e5e73b72b793bb54b0394def70c12b571b803a34e5a9c2 | 138d9e809e386a7b800791d1f664f56d1c55f3d1ba411b950862729bc486c5ce | {"clip_key":"3GKykZ5zmqU","domain_l1":"culture_knowledge","domain_l2":"music_dance_theater","experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"policy":"0:60:2.0,60:inf:1.0","rules":[{"fps":2.0,"max_sec":60.0,"min_sec":0.0},{"fps":1.0,"max_sec":null,"min_sec":60.0}],"trusted_... |
vpmixed_20260516_full_comp:paper_mt_opd:train:37:540de1fc1a1266f3 | sample_392ccee9afef265d510084df17f3b63e18fca07b5310e666540de1fc1a1266f3 | F8HLI | vpmixed_20260516_full_comp | llava_video | [
"F8HLI"
] | mcq | llava_mcq | video | null | no_cot | null | null | null | <video>
What is the main activity of the person in the video?
A. Using a black laptop
B. Cleaning the room
C. Watching television
D. Talking on the phone
Provide your answer (a single letter) inside <answer></answer> tags. | [
{
"role": "user",
"content": "<video>\nWhat is the main activity of the person in the video?\nA. Using a black laptop\nB. Cleaning the room\nC. Watching television\nD. Talking on the phone\n\nProvide your answer (a single letter) inside <answer></answer> tags."
}
] | A | choice_letter | null | [
{
"media_id": "media_7b19a6fdd31f226be2b4066c",
"source_dataset": "llava_video",
"source_video_id": "F8HLI",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/mcq/base_cache_2fps/F8HLI__c69d488c437f/000001.jpg",
"media/frames/mcq/base_cache_2fps/F8HLI__c69d488c4... | train | paper_mt_opd | 37 | null | vpmixed_20260516_full_comp | [
"llava_video"
] | eb734ba1bdf73b27488ff88933236dcebddfad487296c13a81d1421b67dd25c8 | 559aead08264d5795d3909718cdd05abd49572e84fe55590eef31a88a08fdffd | {"data_source":"0_30_s_academic_v0_1","duration_bucket":"0_30_s","experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"policy":"0:60:2.0,60:inf:1.0","rules":[{"fps":2.0,"max_sec":60.0,"min_sec":0.0},{"fps":1.0,"max_sec":null,"min_sec":60.0}],"trusted_cache_roots":["media/frames... |
vpmixed_20260516_full_comp:paper_mt_opd:train:38:ec56fe7fbcd469cc | sample_1098edfde06fa933dbfbc23f8f840fb1647b024fab019493ec56fe7fbcd469cc | null | vpmixed_20260516_full_comp | et_instruct | [
"ef60OlNo9Y8",
"ef60OlNo9Y8",
"ef60OlNo9Y8",
"ef60OlNo9Y8"
] | relation | event_logic_sort | video | null | no_cot | null | null | null | The following 4 video clips show steps from a continuous process, but they are presented in a shuffled order.
Video Clips (shuffled order):
Clip 1: <video>
Clip 2: <video>
Clip 3: <video>
Clip 4: <video>
Determine the correct chronological order of these clips to reconstruct the original sequence.
For each clip, obse... | [
{
"role": "user",
"content": "The following 4 video clips show steps from a continuous process, but they are presented in a shuffled order.\nVideo Clips (shuffled order):\nClip 1: <video>\nClip 2: <video>\nClip 3: <video>\nClip 4: <video>\n\nDetermine the correct chronological order of these clips to recons... | 2134 | task_specific_string | null | [
{
"media_id": "media_efd9be416c1d5a835d714aa6",
"source_dataset": "et_instruct",
"source_video_id": "ef60OlNo9Y8",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/logic/source_2fps/ef60OlNo9Y8__ca4b41e125ef/000167.jpg",
"media/frames/logic/source_2fps/ef60OlNo... | train | paper_mt_opd | 38 | null | vpmixed_20260516_full_comp | [
"et_instruct"
] | b474a14626a4252276e3fc97bf8efc39d6ad00536e34b6a58fe210b58273eac2 | daab3aa68185b677bd3c8d63f12e48eacb0851d98d635137e531fd579a452486 | {"clip_key":"ef60OlNo9Y8","domain_l1":"culinary_food","domain_l2":"thermal_state_change","experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"policy":"0:60:2.0,60:inf:1.0","rules":[{"fps":2.0,"max_sec":60.0,"min_sec":0.0},{"fps":1.0,"max_sec":null,"min_sec":60.0}],"trusted_cac... |
vpmixed_20260516_full_comp:paper_mt_opd:train:39:c32f754dd4a0da45 | sample_98f93ac29788c019e0869817dceccf4cc88c37d367aa4f36c32f754dd4a0da45 | null | vpmixed_20260516_full_comp | et_instruct | [
"v_vpvhtd7CqUA",
"v_vpvhtd7CqUA"
] | progression | seg_aot_action_t2v_binary | video | null | no_cot | null | null | null | <video><video>
Here are two video clips (Clip A and Clip B).
The paragraph below describes the observed temporal order of atomic actions in one clip:
First, A matador in a gold suit is knocked down by a bull. Then, Other matadors rush in to distract the bull from the fallen man. Next, Text appears on screen with a wh... | [
{
"role": "user",
"content": "<video><video>\n\nHere are two video clips (Clip A and Clip B).\n\nThe paragraph below describes the observed temporal order of atomic actions in one clip:\nFirst, A matador in a gold suit is knocked down by a bull. Then, Other matadors rush in to distract the bull from the fal... | B | choice_letter | null | [
{
"media_id": "media_0bca935c6e51604ecf4ccf07",
"source_dataset": "et_instruct",
"source_video_id": "v_vpvhtd7CqUA",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/aot/source_2fps/v_vpvhtd7CqUA__d416cedab52d/000339.jpg",
"media/frames/aot/source_2fps/v_vpvhtd... | train | paper_mt_opd | 39 | null | vpmixed_20260516_full_comp | [
"et_instruct"
] | 378ca17498e06572f93cd91b18dfa3787492221c26f37bc900d76c886ca42ee3 | df7e70e5021544f4834bbee64a9e3789febc4be81470df629cad6ddb03320a5c | {"annotation_meta":{"annotation_dir":"annotations/hier_v1/.","annotation_end_sec":213.167,"annotation_path":"annotations/hier_v1/v_vpvhtd7CqUA.json","annotation_start_sec":0.0,"archetype":"tutorial","clip_duration_sec":213.167,"frame_dir":"provenance/annotation_inputs/hier_v1/frames/v_vpvhtd7CqUA","global_phase_criteri... |
vpmixed_20260516_full_comp:paper_mt_opd:train:40:5674d9df7f52def5 | sample_8915aff1ca6842be4dd194a4e45311dbd95101b361d863aa5674d9df7f52def5 | null | vpmixed_20260516_full_comp | et_instruct | [
"2b47a061-e227-468a-9c83-e90ad1decbf0_95_245"
] | boundary | temporal_seg_hier_L2 | video | 2 | no_cot | null | null | null | Watch the following video clip carefully:
<video>
You are given a 150s video clip (timestamps 0 to 150), sampled at 1-2 fps.
Detect all events in this clip using a SHOT-FIRST approach:
STEP 1 — IDENTIFY SHOTS:
Scan the clip for visual shot transitions — moments where the scene, camera angle, setting, or subject clea... | [
{
"role": "user",
"content": "Watch the following video clip carefully:\n<video>\n\nYou are given a 150s video clip (timestamps 0 to 150), sampled at 1-2 fps.\n\nDetect all events in this clip using a SHOT-FIRST approach:\n\nSTEP 1 — IDENTIFY SHOTS:\nScan the clip for visual shot transitions — moments where... | <events>[[0, 17], [17, 29], [29, 51], [51, 64], [64, 88], [88, 150]]</events> | temporal_intervals | historical_prompt_coordinate | [
{
"media_id": "media_9f87aaaa666cf0ac03cc64fc",
"source_dataset": "et_instruct",
"source_video_id": "2b47a061-e227-468a-9c83-e90ad1decbf0_95_245",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/seg/source_2fps/2b47a061-e227-468a-9c83-e90ad1decbf0_95_245__b88581065e... | train | paper_mt_opd | 40 | hier_v1:et_instruct:2b47a061-e227-468a-9c83-e90ad1decbf0_95_245 | vpmixed_20260516_full_comp | [
"et_instruct"
] | 8782da3f33d0566e6842075998385bbc45a0a67f772ce82d292e6e0756ae2949 | 6965b31269dc5e667a5fa1cd9d4a58b2167d7af1eb59f3f71f74a21fe857d4bb | {"archetype":"tutorial","clip_duration_sec":150.0,"clip_key":"2b47a061-e227-468a-9c83-e90ad1decbf0_95_245","domain_l1":"lifestyle_creation","domain_l2":"crafts_diy","experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"policy":"0:60:2.0,60:inf:1.0","rules":[{"fps":2.0,"max_sec"... |
vpmixed_20260516_full_comp:paper_mt_opd:train:41:67a111d1febebdb8 | sample_f3f22282aa5fac1e734369eb8c906efc489d2796d7181be567a111d1febebdb8 | null | vpmixed_20260516_full_comp | et_instruct | [
"oUwSn6vvvsM"
] | boundary | temporal_seg_hier_L2 | video | 2 | no_cot | null | null | null | Watch the following video clip carefully:
<video>
You are given a 186s video clip (timestamps 0 to 186), sampled at 1-2 fps.
Detect all events in this clip using a SHOT-FIRST approach:
STEP 1 — IDENTIFY SHOTS:
Scan the clip for visual shot transitions — moments where the scene, camera angle, setting, or subject clea... | [
{
"role": "user",
"content": "Watch the following video clip carefully:\n<video>\n\nYou are given a 186s video clip (timestamps 0 to 186), sampled at 1-2 fps.\n\nDetect all events in this clip using a SHOT-FIRST approach:\n\nSTEP 1 — IDENTIFY SHOTS:\nScan the clip for visual shot transitions — moments where... | <events>[[0, 26], [26, 70], [70, 98], [98, 128], [128, 154], [154, 186]]</events> | temporal_intervals | historical_prompt_coordinate | [
{
"media_id": "media_d9ca68f35e328c400018d524",
"source_dataset": "et_instruct",
"source_video_id": "oUwSn6vvvsM",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/seg/source_2fps/oUwSn6vvvsM__7d1635af0dd0/000001.jpg",
"media/frames/seg/source_2fps/oUwSn6vvvsM_... | train | paper_mt_opd | 41 | hier_v1:et_instruct:oUwSn6vvvsM | vpmixed_20260516_full_comp | [
"et_instruct"
] | 412d713110accb6425f5106931e6d798a892318d43b1bcf0b9bf3d4c10dcd918 | a2513d711780732e16cd161721ee7dee43abe72ec047837d20052a5c81de6440 | {"archetype":"tutorial","clip_duration_sec":186.5,"clip_key":"oUwSn6vvvsM","domain_l1":"culture_knowledge","domain_l2":"news_lecture_history","experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"policy":"0:60:2.0,60:inf:1.0","rules":[{"fps":2.0,"max_sec":60.0,"min_sec":0.0},{"... |
vpmixed_20260516_full_comp:paper_mt_opd:train:42:b78f09aeac9e8add | sample_dcff0f15ba0450ff6e2f1502fcdfd834c47107775b8d117eb78f09aeac9e8add | my|didemo|29954226@N00_4333381622_c9ebcd3742|lights come on | vpmixed_20260516_full_comp | timerft | [
"29954226@N00_4333381622_c9ebcd3742"
] | tg | temporal_grounding | video | null | no_cot | null | null | null | <video>
Please find the visual event described by a sentence in the video, determining its starting and ending times. The format should be: 'The event happens in the start time - end time seconds'. For example: The event 'person turn a light on' happens in the 24.3 - 30.4 seconds. Now I will give you the textual senten... | [
{
"role": "user",
"content": "<video>\nPlease find the visual event described by a sentence in the video, determining its starting and ending times. The format should be: 'The event happens in the start time - end time seconds'. For example: The event 'person turn a light on' happens in the 24.3 - 30.4 seco... | The event happens in the 0 - 5 seconds. | temporal_intervals | historical_prompt_coordinate | [
{
"media_id": "media_5fcd5f58188c2a573c98335b",
"source_dataset": "timerft",
"source_video_id": "29954226@N00_4333381622_c9ebcd3742",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/tg/base_cache_2fps/29954226_N00_4333381622_c9ebcd3742__84bdc380ce84/000001.jpg",
... | train | paper_mt_opd | 42 | null | vpmixed_20260516_full_comp | [
"timerft"
] | ce7186962895ef3486e2775b731ce2c0a4fde66217964de1136584e779a1341a | 414676a9f43cf3b2070fb322de68c09205ab36b9a05675fecf942dca125dc2f6 | {"answer_format":"tgbench_natural_language_v1","dataset":"TimeRFT","difficulty":50.8,"duration":37.5375,"experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"policy":"0:60:2.0,60:inf:1.0","rules":[{"fps":2.0,"max_sec":60.0,"min_sec":0.0},{"fps":1.0,"max_sec":null,"min_sec":60.0... |
vpmixed_20260516_full_comp:paper_mt_opd:train:43:a66583318d9a0584 | sample_f5c69c4992ce4461fa0da877d42e2f179e436e536f8e2454a66583318d9a0584 | null | vpmixed_20260516_full_comp | et_instruct | [
"-W-jcPqenak",
"-W-jcPqenak",
"-W-jcPqenak",
"-W-jcPqenak",
"-W-jcPqenak"
] | relation | event_logic_sort | video | null | no_cot | null | null | null | The following 5 video clips show steps from a continuous process, but they are presented in a shuffled order.
Video Clips (shuffled order):
Clip 1: <video>
Clip 2: <video>
Clip 3: <video>
Clip 4: <video>
Clip 5: <video>
Determine the correct chronological order of these clips to reconstruct the original sequence.
For... | [
{
"role": "user",
"content": "The following 5 video clips show steps from a continuous process, but they are presented in a shuffled order.\nVideo Clips (shuffled order):\nClip 1: <video>\nClip 2: <video>\nClip 3: <video>\nClip 4: <video>\nClip 5: <video>\n\nDetermine the correct chronological order of thes... | 24153 | task_specific_string | null | [
{
"media_id": "media_3f734b41d6642a2c7e198f71",
"source_dataset": "et_instruct",
"source_video_id": "-W-jcPqenak",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/logic/source_2fps/-W-jcPqenak__b94bbdfdaa1d/000149.jpg",
"media/frames/logic/source_2fps/-W-jcPqe... | train | paper_mt_opd | 43 | null | vpmixed_20260516_full_comp | [
"et_instruct"
] | 9f73c1dedf1ce0720c016c6c54f200755e80a5e9ffe12f2b96b036285514cbe7 | 2ecfd589ba4ad4cd33732a81de52aef4d53dcf0e96ceb9e02ee3c4b3419252aa | {"clip_key":"-W-jcPqenak","domain_l1":"culinary_food","domain_l2":"thermal_state_change","experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"policy":"0:60:2.0,60:inf:1.0","rules":[{"fps":2.0,"max_sec":60.0,"min_sec":0.0},{"fps":1.0,"max_sec":null,"min_sec":60.0}],"trusted_cac... |
vpmixed_20260516_full_comp:paper_mt_opd:train:44:d80df2063f4d9db0 | sample_fbe69f2b25ff6cf73e333751bc5a8246875873c316abf384d80df2063f4d9db0 | null | vpmixed_20260516_full_comp | et_instruct | [
"MSvgdIOwJ4k",
"MSvgdIOwJ4k"
] | progression | seg_aot_event_t2v_binary | video | null | no_cot | null | null | null | <video><video>
Here are two video clips (Clip A and Clip B).
The events below occurred in this exact order:
1. The woman makes decorative cones from yellow paper and a tip about traditional piñatas is shown
2. The woman paints the piñata shell blue and attaches the yellow cones
3. The woman adds more decorat... | [
{
"role": "user",
"content": "<video><video>\n\nHere are two video clips (Clip A and Clip B).\n\nThe events below occurred in this exact order:\n 1. The woman makes decorative cones from yellow paper and a tip about traditional piñatas is shown\n 2. The woman paints the piñata shell blue and attaches th... | A | choice_letter | null | [
{
"media_id": "media_cc0502d6444d42ef9b6c5d23",
"source_dataset": "et_instruct",
"source_video_id": "MSvgdIOwJ4k",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/aot/source_2fps/MSvgdIOwJ4k__5410f2dface4/000205.jpg",
"media/frames/aot/source_2fps/MSvgdIOwJ4k_... | train | paper_mt_opd | 44 | null | vpmixed_20260516_full_comp | [
"et_instruct"
] | 8242cf3b5b014228c8894d42db45e2e0aafc8d0ef5f0db413506ec6da96ac4b7 | 559aead08264d5795d3909718cdd05abd49572e84fe55590eef31a88a08fdffd | {"annotation_meta":{"annotation_dir":"annotations/hier_v1/.","annotation_end_sec":169.24,"annotation_path":"annotations/hier_v1/MSvgdIOwJ4k.json","annotation_start_sec":0.0,"archetype":"tutorial","clip_duration_sec":169.24,"frame_dir":"provenance/annotation_inputs/hier_v1/frames/MSvgdIOwJ4k","global_phase_criterion":"E... |
vpmixed_20260516_full_comp:paper_mt_opd:train:45:6b251475f70067ce | sample_cededf0c167013e29cdf5820226652e2add175a03d2867c16b251475f70067ce | _WrjdMns5Vc::q0 | vpmixed_20260516_full_comp | timelens | [
"_WrjdMns5Vc"
] | tg | temporal_grounding | video | null | no_cot | null | null | null | <video>
Please find the visual event described by a sentence in the video, determining its starting and ending times. The format should be: 'The event happens in the start time - end time seconds'. For example: The event 'person turn a light on' happens in the 24.3 - 30.4 seconds. Now I will give you the textual senten... | [
{
"role": "user",
"content": "<video>\nPlease find the visual event described by a sentence in the video, determining its starting and ending times. The format should be: 'The event happens in the start time - end time seconds'. For example: The event 'person turn a light on' happens in the 24.3 - 30.4 seco... | The event happens in the 1 - 3 seconds. | temporal_intervals | historical_prompt_coordinate | [
{
"media_id": "media_572e90790a32458846a69daa",
"source_dataset": "timelens",
"source_video_id": "_WrjdMns5Vc",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/tg/base_cache_2fps/_WrjdMns5Vc__f422b811cde4/000001.jpg",
"media/frames/tg/base_cache_2fps/_WrjdMns5... | train | paper_mt_opd | 45 | null | vpmixed_20260516_full_comp | [
"timelens"
] | ab6bc19fd6b1723aef4c1fc39014acd4166dd696bac5c8f51f60fb75d7265ee3 | d7f8b4b993724c931e90ddebdcdc127d4d92019e2906c4c58bd2b6e6aa3cc484 | {"answer_format":"tgbench_natural_language_v1","clip_key":"_WrjdMns5Vc","curation_source":"timelens_short_qwen3vl_roll8","dataset":"TimeLens-100K","duration":19.227541666666664,"duration_bucket":"[15,30)","experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"policy":"0:60:2.0,6... |
vpmixed_20260516_full_comp:paper_mt_opd:train:46:0253122c93792e8e | sample_7cb2e0b71f8825257451c95c953fca56c2e45132e000aeb50253122c93792e8e | null | vpmixed_20260516_full_comp | et_instruct | [
"v_hP8wUI0qdaQ"
] | boundary | temporal_seg_hier_L1 | video | 1 | no_cot | null | null | null | Watch the following video clip carefully:
<video>
You are given a 162s video clip (timestamps 0 to 162), sampled at 1-2 fps.
Segment the video into high-level phases using a SHOT-FIRST approach:
STEP 1 — IDENTIFY SHOTS:
Scan the video for visual shot transitions — moments where the scene, camera angle, setting, or s... | [
{
"role": "user",
"content": "Watch the following video clip carefully:\n<video>\n\nYou are given a 162s video clip (timestamps 0 to 162), sampled at 1-2 fps.\n\nSegment the video into high-level phases using a SHOT-FIRST approach:\n\nSTEP 1 — IDENTIFY SHOTS:\nScan the video for visual shot transitions — mo... | <events>[[0, 27], [27, 63], [63, 121], [121, 162]]</events> | temporal_intervals | historical_prompt_coordinate | [
{
"media_id": "media_cdf6fc868d9f441bbe49a003",
"source_dataset": "et_instruct",
"source_video_id": "v_hP8wUI0qdaQ",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/seg/source_2fps/v_hP8wUI0qdaQ__ae5ea7045e41/000001.jpg",
"media/frames/seg/source_2fps/v_hP8wUI... | train | paper_mt_opd | 46 | hier_v1:et_instruct:v_hP8wUI0qdaQ | vpmixed_20260516_full_comp | [
"et_instruct"
] | 94bebe1fff0139b8e378428c6fb159b965e79e71630fd06fc5f9cf4dd7897a31 | 9d837b08fa3f23c6d332589bdb291270e295401c9e3a726d7703b6b101fc7646 | {"archetype":"tutorial","clip_duration_sec":162.167,"clip_key":"v_hP8wUI0qdaQ","domain_l1":"sports_outdoors","domain_l2":"athletics_fitness","experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"policy":"0:60:2.0,60:inf:1.0","rules":[{"fps":2.0,"max_sec":60.0,"min_sec":0.0},{"f... |
vpmixed_20260516_full_comp:paper_mt_opd:train:47:ad2d339225a24a1d | sample_401ada8c914948812f78d2d1c94fe3a439c2e308b9fcd2c5ad2d339225a24a1d | null | vpmixed_20260516_full_comp | et_instruct | [
"_ClozwZ95eo",
"_ClozwZ95eo"
] | progression | seg_aot_action_t2v_binary | video | null | no_cot | null | null | null | <video><video>
Here are two video clips (Clip A and Clip B).
The paragraph below describes the observed temporal order of atomic actions in one clip:
First, A second arrow hits the 3D deer target. Then, The archer aims and releases an arrow from his bow. Next, A 3D deer target stands in a lush green forest. Finally, ... | [
{
"role": "user",
"content": "<video><video>\n\nHere are two video clips (Clip A and Clip B).\n\nThe paragraph below describes the observed temporal order of atomic actions in one clip:\nFirst, A second arrow hits the 3D deer target. Then, The archer aims and releases an arrow from his bow. Next, A 3D deer ... | A | choice_letter | null | [
{
"media_id": "media_9b0bf3be48c3ebedc952faaa",
"source_dataset": "et_instruct",
"source_video_id": "_ClozwZ95eo",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/aot/source_2fps/ClozwZ95eo__d3afef031f62/000029.jpg",
"media/frames/aot/source_2fps/ClozwZ95eo__d... | train | paper_mt_opd | 47 | null | vpmixed_20260516_full_comp | [
"et_instruct"
] | 454af64f379108996b025543a2d74ceb077cc1cbfd06bdf9d5ecf663d547c441 | 559aead08264d5795d3909718cdd05abd49572e84fe55590eef31a88a08fdffd | {"annotation_meta":{"annotation_dir":"annotations/hier_v1/.","annotation_end_sec":185.033,"annotation_path":"annotations/hier_v1/_ClozwZ95eo.json","annotation_start_sec":0.0,"archetype":"tutorial","clip_duration_sec":185.033,"frame_dir":"provenance/annotation_inputs/hier_v1/frames/_ClozwZ95eo","global_phase_criterion":... |
vpmixed_20260516_full_comp:paper_mt_opd:train:48:d0aad26a9579fd0d | sample_c93c1a3bbd7d635c24cd5ecec935fa40d9e01e56617b1c65d0aad26a9579fd0d | null | vpmixed_20260516_full_comp | et_instruct | [
"pljLQTkG2vg",
"pljLQTkG2vg"
] | progression | seg_aot_action_t2v_binary | video | null | no_cot | null | null | null | <video><video>
Here are two video clips (Clip A and Clip B).
The paragraph below describes the observed temporal order of atomic actions in one clip:
First, Red robot feet are attached to a blue and white robot torso. Then, The fully assembled robot is shown from a wide angle. Next, A red and white robot is disassemb... | [
{
"role": "user",
"content": "<video><video>\n\nHere are two video clips (Clip A and Clip B).\n\nThe paragraph below describes the observed temporal order of atomic actions in one clip:\nFirst, Red robot feet are attached to a blue and white robot torso. Then, The fully assembled robot is shown from a wide ... | A | choice_letter | null | [
{
"media_id": "media_088a382dbf704f035d8938f6",
"source_dataset": "et_instruct",
"source_video_id": "pljLQTkG2vg",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/aot/source_2fps/pljLQTkG2vg__4dfae1808870/000295.jpg",
"media/frames/aot/source_2fps/pljLQTkG2vg_... | train | paper_mt_opd | 48 | null | vpmixed_20260516_full_comp | [
"et_instruct"
] | 3fcfbcb9691e23a88d1a68399c7f02584054da41aa05a83ba2a5f419c3e1a69e | 559aead08264d5795d3909718cdd05abd49572e84fe55590eef31a88a08fdffd | {"annotation_meta":{"annotation_dir":"annotations/hier_v1/.","annotation_end_sec":194.0,"annotation_path":"annotations/hier_v1/pljLQTkG2vg.json","annotation_start_sec":0.0,"archetype":"tutorial","clip_duration_sec":194.0,"frame_dir":"provenance/annotation_inputs/hier_v1/frames/pljLQTkG2vg","global_phase_criterion":"Eve... |
vpmixed_20260516_full_comp:paper_mt_opd:train:49:60aedf64cba81cb8 | sample_3b4266e0eab63e4c68f8c9e1fb1ed3b616c61a2bc8e02bdb60aedf64cba81cb8 | 0046-11919433184 | vpmixed_20260516_full_comp | llava_video | [
"11919433184"
] | mcq | llava_mcq | video | null | no_cot | null | null | null | <video>
What does the girl do after she picks up the ball near the start?
Options:
A. grab starfish.
B. give ball to the lady.
C. reach for ball.
D. happy.
E. reach hands out to catch.
Provide your answer (a single letter) inside <answer></answer> tags. | [
{
"role": "user",
"content": "<video>\nWhat does the girl do after she picks up the ball near the start?\nOptions:\nA. grab starfish.\nB. give ball to the lady.\nC. reach for ball.\nD. happy.\nE. reach hands out to catch.\n\nProvide your answer (a single letter) inside <answer></answer> tags."
}
] | B | choice_letter | null | [
{
"media_id": "media_c332c495d166af2cc0de2763",
"source_dataset": "llava_video",
"source_video_id": "11919433184",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/mcq/base_cache_2fps/11919433184__b63fce4e8415/000001.jpg",
"media/frames/mcq/base_cache_2fps/1191... | train | paper_mt_opd | 49 | null | vpmixed_20260516_full_comp | [
"llava_video"
] | 6341720936e027ffedaea3a4c338284498c15dc43e37ba4f3716f074cc69fa7a | df7e70e5021544f4834bbee64a9e3789febc4be81470df629cad6ddb03320a5c | {"data_source":"1_2_m_nextqa","duration_bucket":"1_2_m","experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"policy":"0:60:2.0,60:inf:1.0","rules":[{"fps":2.0,"max_sec":60.0,"min_sec":0.0},{"fps":1.0,"max_sec":null,"min_sec":60.0}],"trusted_cache_roots":["media/frames/mcq/base... |
vpmixed_20260516_full_comp:paper_mt_opd:train:50:9065d90eb5322169 | sample_ae880b42925e914fffa5ef9f0ce374fe26fc528f63cb75719065d90eb5322169 | null | vpmixed_20260516_full_comp | et_instruct | [
"whQTcf6couY"
] | boundary | temporal_seg_hier_L3_seg | video | 3 | no_cot | null | null | null | Watch the following video clip carefully:
<video>
You are given a 28s video clip, sampled at 1-2 fps.
Detect all fine-grained sub-actions in this clip using a SHOT-FIRST approach:
STEP 1 — IDENTIFY SHOT BOUNDARIES:
Scan for visual discontinuities — camera cuts, angle changes, or abrupt scene transitions. These are y... | [
{
"role": "user",
"content": "Watch the following video clip carefully:\n<video>\n\nYou are given a 28s video clip, sampled at 1-2 fps.\n\nDetect all fine-grained sub-actions in this clip using a SHOT-FIRST approach:\n\nSTEP 1 — IDENTIFY SHOT BOUNDARIES:\nScan for visual discontinuities — camera cuts, angle... | <events>[[5, 8], [9, 13], [16, 19], [20, 22]]</events> | temporal_intervals | historical_prompt_coordinate | [
{
"media_id": "media_fa3b4059f5077e9ca18ceb81",
"source_dataset": "et_instruct",
"source_video_id": "whQTcf6couY",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/seg/source_2fps/whQTcf6couY__f7f99b11a8ae/000107.jpg",
"media/frames/seg/source_2fps/whQTcf6couY_... | train | paper_mt_opd | 50 | hier_v1:et_instruct:whQTcf6couY | vpmixed_20260516_full_comp | [
"et_instruct"
] | 35e0b105b823bd8cf34b1a38ccafcfa0a8c74170075a859df3b67383048c36d6 | 9ed879e96adcc66672633b83131fa3e2d7338825240220fa68b018d63a265d88 | {"archetype":"tutorial","clip_duration_sec":232.232,"clip_end_sec":81,"clip_key":"whQTcf6couY","clip_offset_sec":53,"clip_start_sec":53,"domain_l1":"sports_outdoors","domain_l2":"other","event_end_sec":76,"event_start_sec":58,"experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256... |
vpmixed_20260516_full_comp:paper_mt_opd:train:51:84fe3e63463c0491 | sample_2ac30502281dbea376ba50c43169b5207e41951c87ccfdea84fe3e63463c0491 | 57862612@N00_3601017197_804d6eed39::q4 | vpmixed_20260516_full_comp | timelens | [
"57862612@N00_3601017197_804d6eed39"
] | tg | temporal_grounding | video | null | no_cot | null | null | null | <video>
Please find the visual event described by a sentence in the video, determining its starting and ending times. The format should be: 'The event happens in the start time - end time seconds'. For example: The event 'person turn a light on' happens in the 24.3 - 30.4 seconds. Now I will give you the textual senten... | [
{
"role": "user",
"content": "<video>\nPlease find the visual event described by a sentence in the video, determining its starting and ending times. The format should be: 'The event happens in the start time - end time seconds'. For example: The event 'person turn a light on' happens in the 24.3 - 30.4 seco... | The event happens in the 0 - 11 seconds. | temporal_intervals | historical_prompt_coordinate | [
{
"media_id": "media_b9aad0eb551622804db432f1",
"source_dataset": "timelens",
"source_video_id": "57862612@N00_3601017197_804d6eed39",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/tg/base_cache_2fps/57862612_N00_3601017197_804d6eed39__82dbbf19535c/000001.jpg",
... | train | paper_mt_opd | 51 | null | vpmixed_20260516_full_comp | [
"timelens"
] | 44dbb5ff154924ca802567ef403854609387ca8af7fc4d931b892bcb8dbfe4ec | 7b49dcd5a83c7904d224dbd9737ca6ecee8169534363fccffa237c36899191c0 | {"answer_format":"tgbench_natural_language_v1","clip_key":"57862612@N00_3601017197_804d6eed39","curation_source":"timelens_short_qwen3vl_roll8","dataset":"TimeLens-100K","duration":24.024,"duration_bucket":"[15,30)","experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"policy":... |
vpmixed_20260516_full_comp:paper_mt_opd:train:52:1a407f92bda8f6c9 | sample_7d51b06df6548e23ccc8da3a7394ca09960a525b30c68db71a407f92bda8f6c9 | null | vpmixed_20260516_full_comp | et_instruct | [
"d5hZB_rzNAk",
"d5hZB_rzNAk"
] | progression | seg_aot_action_t2v_binary | video | null | no_cot | null | null | null | <video><video>
Here are two video clips (Clip A and Clip B).
The paragraph below describes the observed temporal order of atomic actions in one clip:
First, Woman holds a bottle of cleaning product and applies it to a cloth. Then, Woman stops scrubbing and talks to the camera, holding the cloth. Next, Woman scrubs th... | [
{
"role": "user",
"content": "<video><video>\n\nHere are two video clips (Clip A and Clip B).\n\nThe paragraph below describes the observed temporal order of atomic actions in one clip:\nFirst, Woman holds a bottle of cleaning product and applies it to a cloth. Then, Woman stops scrubbing and talks to the c... | B | choice_letter | null | [
{
"media_id": "media_2e3683e795d64f6fd55ce6a9",
"source_dataset": "et_instruct",
"source_video_id": "d5hZB_rzNAk",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/aot/source_2fps/d5hZB_rzNAk__64c9e701ffc5/000031.jpg",
"media/frames/aot/source_2fps/d5hZB_rzNAk_... | train | paper_mt_opd | 52 | null | vpmixed_20260516_full_comp | [
"et_instruct"
] | a8d766191cb2b151447a7a19459bc0273f9b49f536fffc703be914b698f2c8aa | df7e70e5021544f4834bbee64a9e3789febc4be81470df629cad6ddb03320a5c | {"annotation_meta":{"annotation_dir":"annotations/hier_v1/.","annotation_end_sec":81.448,"annotation_path":"annotations/hier_v1/d5hZB_rzNAk.json","annotation_start_sec":0.0,"archetype":"tutorial","clip_duration_sec":81.448,"frame_dir":"provenance/annotation_inputs/hier_v1/frames/d5hZB_rzNAk","global_phase_criterion":"E... |
vpmixed_20260516_full_comp:paper_mt_opd:train:53:496ab39b67d59e98 | sample_e9172baae0c92cec92b42bcbe861c14b6915f93ae8a4ce2a496ab39b67d59e98 | null | vpmixed_20260516_full_comp | et_instruct | [
"wxZyEAOBNBg",
"wxZyEAOBNBg",
"wxZyEAOBNBg",
"wxZyEAOBNBg",
"wxZyEAOBNBg"
] | relation | event_logic_sort | video | null | no_cot | null | null | null | The following 5 video clips show steps from a continuous process, but they are presented in a shuffled order.
Video Clips (shuffled order):
Clip 1: <video>
Clip 2: <video>
Clip 3: <video>
Clip 4: <video>
Clip 5: <video>
Determine the correct chronological order of these clips to reconstruct the original sequence.
For... | [
{
"role": "user",
"content": "The following 5 video clips show steps from a continuous process, but they are presented in a shuffled order.\nVideo Clips (shuffled order):\nClip 1: <video>\nClip 2: <video>\nClip 3: <video>\nClip 4: <video>\nClip 5: <video>\n\nDetermine the correct chronological order of thes... | 43251 | task_specific_string | null | [
{
"media_id": "media_a2d88f3c38a10df273f0966f",
"source_dataset": "et_instruct",
"source_video_id": "wxZyEAOBNBg",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/logic/source_2fps/wxZyEAOBNBg__016e52cae944/000341.jpg",
"media/frames/logic/source_2fps/wxZyEAOB... | train | paper_mt_opd | 53 | null | vpmixed_20260516_full_comp | [
"et_instruct"
] | 9f73c1dedf1ce0720c016c6c54f200755e80a5e9ffe12f2b96b036285514cbe7 | f52d5c7438b1df00a94a117feca85dd46a6369389cd48208aed06a18d30bb912 | {"clip_key":"wxZyEAOBNBg","domain_l1":"culinary_food","domain_l2":"thermal_state_change","experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"policy":"0:60:2.0,60:inf:1.0","rules":[{"fps":2.0,"max_sec":60.0,"min_sec":0.0},{"fps":1.0,"max_sec":null,"min_sec":60.0}],"trusted_cac... |
vpmixed_20260516_full_comp:paper_mt_opd:train:54:4e2fb87768ef785a | sample_f2ce1768ef141c16b4f781ec78f15b667edc61edfaef46034e2fb87768ef785a | null | vpmixed_20260516_full_comp | et_instruct | [
"_gFBMU0x_cQ"
] | relation | event_logic_predict_next | video | null | no_cot | null | null | null | Watch the following video carefully. It shows 2 consecutive steps of a continuous process.
<video>
Based on the actions shown in the video above, which of the following textual options describes the most logical next step?
Options:
A. The person places the unopened box back down onto the desk.
B. A person stirs the m... | [
{
"role": "user",
"content": "Watch the following video carefully. It shows 2 consecutive steps of a continuous process.\n\n<video>\n\nBased on the actions shown in the video above, which of the following textual options describes the most logical next step?\nOptions:\nA. The person places the unopened box ... | E | task_specific_string | null | [
{
"media_id": "media_4f8bd4c10009aa1947db1d16",
"source_dataset": "et_instruct",
"source_video_id": "_gFBMU0x_cQ",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/logic/source_2fps/gFBMU0x_cQ__4ed429f44776/000019.jpg",
"media/frames/logic/source_2fps/gFBMU0x_c... | train | paper_mt_opd | 54 | hier_v1:et_instruct:_gFBMU0x_cQ | vpmixed_20260516_full_comp | [
"et_instruct"
] | a47c9d5997911ebaaf871a01953de007ccc9a83036b734d8f2d6142353a537c3 | a9f51566bd6705f7ea6ad54bb9deb449f795582d6529a0e22207b8981233ec58 | {"clip_key":"_gFBMU0x_cQ","context_ids":["Action 2.2","Action 2.3"],"correct_next_id":"Action 2.4","correct_text":"The person opens the box and places the contents on the desk.","distractors":["The person places the unopened box back down onto the desk.","The person rips the front cover of the box completely off.","The... |
vpmixed_20260516_full_comp:paper_mt_opd:train:55:ef2fbf18539e12f7 | sample_e3dcb5166ba49a14d4668d5f61092095b06182b24b6e2245ef2fbf18539e12f7 | null | vpmixed_20260516_full_comp | et_instruct | [
"88212ad4-c0f8-495e-9ad1-1f3071375ac1_139_289",
"88212ad4-c0f8-495e-9ad1-1f3071375ac1_139_289",
"88212ad4-c0f8-495e-9ad1-1f3071375ac1_139_289",
"88212ad4-c0f8-495e-9ad1-1f3071375ac1_139_289",
"88212ad4-c0f8-495e-9ad1-1f3071375ac1_139_289"
] | relation | event_logic_sort | video | null | no_cot | null | null | null | The following 5 video clips show steps from a continuous process, but they are presented in a shuffled order.
Video Clips (shuffled order):
Clip 1: <video>
Clip 2: <video>
Clip 3: <video>
Clip 4: <video>
Clip 5: <video>
Determine the correct chronological order of these clips to reconstruct the original sequence.
For... | [
{
"role": "user",
"content": "The following 5 video clips show steps from a continuous process, but they are presented in a shuffled order.\nVideo Clips (shuffled order):\nClip 1: <video>\nClip 2: <video>\nClip 3: <video>\nClip 4: <video>\nClip 5: <video>\n\nDetermine the correct chronological order of thes... | 21543 | task_specific_string | null | [
{
"media_id": "media_862abab37a141aff58356928",
"source_dataset": "et_instruct",
"source_video_id": "88212ad4-c0f8-495e-9ad1-1f3071375ac1_139_289",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/logic/source_2fps/88212ad4-c0f8-495e-9ad1-1f3071375ac1_139_289__db55a0... | train | paper_mt_opd | 55 | null | vpmixed_20260516_full_comp | [
"et_instruct"
] | 9f73c1dedf1ce0720c016c6c54f200755e80a5e9ffe12f2b96b036285514cbe7 | 24868390a289d04794950662ab84327f4d31d40dcc0ab07d0ae813f5b41bf742 | {"clip_key":"88212ad4-c0f8-495e-9ad1-1f3071375ac1_139_289","domain_l1":"lifestyle_creation","domain_l2":"crafts_diy","experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"policy":"0:60:2.0,60:inf:1.0","rules":[{"fps":2.0,"max_sec":60.0,"min_sec":0.0},{"fps":1.0,"max_sec":null,"... |
vpmixed_20260516_full_comp:paper_mt_opd:train:56:cbdb934029172403 | sample_676e858cd55fd75112d32eaa016bc169b10c0874b4825688cbdb934029172403 | null | vpmixed_20260516_full_comp | et_instruct | [
"EvV8iut1nrw"
] | progression | seg_aot_action_v2t_3way | video | null | no_cot | null | null | null | <video>
Watch the video clip carefully.
Which paragraph best matches the temporal order observed in this video?
A. First, A close-up shot shows the exposed radio post. Then, A hand turns the radio's tuning knob. Finally, A hand pulls the volume knob off the car radio.
B. First, A hand pulls the volume knob off the ... | [
{
"role": "user",
"content": "<video>\n\nWatch the video clip carefully.\n\nWhich paragraph best matches the temporal order observed in this video?\n\nA. First, A close-up shot shows the exposed radio post. Then, A hand turns the radio's tuning knob. Finally, A hand pulls the volume knob off the car radio.\... | C | choice_letter | null | [
{
"media_id": "media_159505d6fa99f4187a5bd4ef",
"source_dataset": "et_instruct",
"source_video_id": "EvV8iut1nrw",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/aot/source_2fps/EvV8iut1nrw__c7be3bb1edec/000077.jpg",
"media/frames/aot/source_2fps/EvV8iut1nrw_... | train | paper_mt_opd | 56 | hier_v1:et_instruct:EvV8iut1nrw | vpmixed_20260516_full_comp | [
"et_instruct"
] | 21ad2decd2b292f72e33d843d6cd0132dbbe517703814188b3b3f23e07b44ea3 | 6b23c0d5f35d1b11f9b683f0b0a617355deb11277d91ae091d399c655b87940d | {"annotation_meta":{"annotation_dir":"annotations/hier_v1/.","annotation_end_sec":131.333,"annotation_path":"annotations/hier_v1/EvV8iut1nrw.json","annotation_start_sec":0.0,"archetype":"tutorial","clip_duration_sec":131.333,"frame_dir":"provenance/annotation_inputs/hier_v1/frames/EvV8iut1nrw","global_phase_criterion":... |
vpmixed_20260516_full_comp:paper_mt_opd:train:57:37adab8e126b506b | sample_d964c0ddfe304a0ad9592dc8c8309c91dfbae764b9bc675f37adab8e126b506b | Sgbo0LnJOCc::q1 | vpmixed_20260516_full_comp | timelens | [
"Sgbo0LnJOCc"
] | tg | temporal_grounding | video | null | no_cot | null | null | null | <video>
Please find the visual event described by a sentence in the video, determining its starting and ending times. The format should be: 'The event happens in the start time - end time seconds'. For example: The event 'person turn a light on' happens in the 24.3 - 30.4 seconds. Now I will give you the textual senten... | [
{
"role": "user",
"content": "<video>\nPlease find the visual event described by a sentence in the video, determining its starting and ending times. The format should be: 'The event happens in the start time - end time seconds'. For example: The event 'person turn a light on' happens in the 24.3 - 30.4 seco... | The event happens in the 13 - 16 seconds. | temporal_intervals | historical_prompt_coordinate | [
{
"media_id": "media_25bfa0c644f02e20d8cfa64b",
"source_dataset": "timelens",
"source_video_id": "Sgbo0LnJOCc",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/tg/base_cache_2fps/Sgbo0LnJOCc__36367e5a7979/000001.jpg",
"media/frames/tg/base_cache_2fps/Sgbo0LnJO... | train | paper_mt_opd | 57 | null | vpmixed_20260516_full_comp | [
"timelens"
] | bd383e9996b2aa797db8e37d426451d09e96270db3f402384b8198a5a68e6298 | e8df086fdbc461d392cd6ea84f37fbd8f9b22bd55c24ceb02d5b366508499f3c | {"answer_format":"tgbench_natural_language_v1","clip_key":"Sgbo0LnJOCc","curation_source":"timelens_short_qwen3vl_roll8","dataset":"TimeLens-100K","duration":46.291666666666664,"duration_bucket":"[45,60]","experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"policy":"0:60:2.0,6... |
vpmixed_20260516_full_comp:paper_mt_opd:train:58:05647f813342a24e | sample_5d4c4f920be02e0322e9fb76a2768b9aad36d70e43cb535005647f813342a24e | null | vpmixed_20260516_full_comp | et_instruct | [
"FqWSe858k3U",
"FqWSe858k3U"
] | progression | seg_aot_action_t2v_binary | video | null | no_cot | null | null | null | <video><video>
Here are two video clips (Clip A and Clip B).
The paragraph below describes the observed temporal order of atomic actions in one clip:
First, A skier moves through deep powder in low visibility. Then, A skier navigates a field of moguls down a slope. Next, A skier stands on a slope holding a pair of sk... | [
{
"role": "user",
"content": "<video><video>\n\nHere are two video clips (Clip A and Clip B).\n\nThe paragraph below describes the observed temporal order of atomic actions in one clip:\nFirst, A skier moves through deep powder in low visibility. Then, A skier navigates a field of moguls down a slope. Next,... | A | choice_letter | null | [
{
"media_id": "media_a008dde81e74c971377fc6a8",
"source_dataset": "et_instruct",
"source_video_id": "FqWSe858k3U",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/aot/source_2fps/FqWSe858k3U__146862356133/000275.jpg",
"media/frames/aot/source_2fps/FqWSe858k3U_... | train | paper_mt_opd | 58 | null | vpmixed_20260516_full_comp | [
"et_instruct"
] | 1cadd1f5fc5c64e4b99e6b33df76267f7fe7ff0d8e1dbcbb310780d2f48a0b4d | 559aead08264d5795d3909718cdd05abd49572e84fe55590eef31a88a08fdffd | {"annotation_meta":{"annotation_dir":"annotations/hier_v1/.","annotation_end_sec":151.385,"annotation_path":"annotations/hier_v1/FqWSe858k3U.json","annotation_start_sec":0.0,"archetype":"tutorial","clip_duration_sec":151.385,"frame_dir":"provenance/annotation_inputs/hier_v1/frames/FqWSe858k3U","global_phase_criterion":... |
vpmixed_20260516_full_comp:paper_mt_opd:train:59:37b3b43ec8ebd2bd | sample_1d6195f9e20ce9ac240d7c1c63b9baa905dfb86a38edbe6437b3b43ec8ebd2bd | 2y1QQWNZxZM::q4 | vpmixed_20260516_full_comp | timelens | [
"2y1QQWNZxZM"
] | tg | temporal_grounding | video | null | no_cot | null | null | null | <video>
Please find the visual event described by a sentence in the video, determining its starting and ending times. The format should be: 'The event happens in the start time - end time seconds'. For example: The event 'person turn a light on' happens in the 24.3 - 30.4 seconds. Now I will give you the textual senten... | [
{
"role": "user",
"content": "<video>\nPlease find the visual event described by a sentence in the video, determining its starting and ending times. The format should be: 'The event happens in the start time - end time seconds'. For example: The event 'person turn a light on' happens in the 24.3 - 30.4 seco... | The event happens in the 3 - 9 seconds. | temporal_intervals | historical_prompt_coordinate | [
{
"media_id": "media_bf4b130ad773fb1861262302",
"source_dataset": "timelens",
"source_video_id": "2y1QQWNZxZM",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/tg/base_cache_2fps/2y1QQWNZxZM__ba249246c64b/000001.jpg",
"media/frames/tg/base_cache_2fps/2y1QQWNZx... | train | paper_mt_opd | 59 | null | vpmixed_20260516_full_comp | [
"timelens"
] | 34b95452c7a36a795d8dee99421a4d2d2868feef6fd052de982a59a11ef5f28b | 8a91db17273b18b7bcd181b4bfeecccb15d24ed80c3066a1e933ad7882fdadde | {"answer_format":"tgbench_natural_language_v1","clip_key":"2y1QQWNZxZM","curation_source":"timelens_short_qwen3vl_roll8","dataset":"TimeLens-100K","duration":33.06636666666667,"duration_bucket":"[30,45)","experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"policy":"0:60:2.0,60... |
vpmixed_20260516_full_comp:paper_mt_opd:train:60:2b29b96ae578583b | sample_f10f1f8019d7efe766aaa3f092573795c8217e5d7ebbba412b29b96ae578583b | null | vpmixed_20260516_full_comp | et_instruct | [
"L_CEOrwdrfo",
"L_CEOrwdrfo"
] | progression | seg_aot_action_t2v_binary | video | null | no_cot | null | null | null | <video><video>
Here are two video clips (Clip A and Clip B).
The paragraph below describes the observed temporal order of atomic actions in one clip:
First, A person cuts broccoli florets from the main head with a knife. Then, A person holds the broccoli stem and cuts off the hard bottom end. Next, A person dices the... | [
{
"role": "user",
"content": "<video><video>\n\nHere are two video clips (Clip A and Clip B).\n\nThe paragraph below describes the observed temporal order of atomic actions in one clip:\nFirst, A person cuts broccoli florets from the main head with a knife. Then, A person holds the broccoli stem and cuts of... | A | choice_letter | null | [
{
"media_id": "media_eec3debdb98e437a76690338",
"source_dataset": "et_instruct",
"source_video_id": "L_CEOrwdrfo",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/aot/source_2fps/L_CEOrwdrfo__f5b6835afb6a/000057.jpg",
"media/frames/aot/source_2fps/L_CEOrwdrfo_... | train | paper_mt_opd | 60 | null | vpmixed_20260516_full_comp | [
"et_instruct"
] | 164fb4f69b62255eaaccb65634079ba5f7917da7ccb0549f4635cc5ac0a44ec4 | 559aead08264d5795d3909718cdd05abd49572e84fe55590eef31a88a08fdffd | {"annotation_meta":{"annotation_dir":"annotations/hier_v1/.","annotation_end_sec":193.333,"annotation_path":"annotations/hier_v1/L_CEOrwdrfo.json","annotation_start_sec":0.0,"archetype":"tutorial","clip_duration_sec":193.333,"frame_dir":"provenance/annotation_inputs/hier_v1/frames/L_CEOrwdrfo","global_phase_criterion":... |
vpmixed_20260516_full_comp:paper_mt_opd:train:61:45ce15069e4494b9 | sample_832f377c232a3ec075659944f0592f09404e9d2f327812fa45ce15069e4494b9 | null | vpmixed_20260516_full_comp | et_instruct | [
"8_5l1a7sVnc",
"8_5l1a7sVnc",
"8_5l1a7sVnc",
"8_5l1a7sVnc"
] | relation | event_logic_sort | video | null | no_cot | null | null | null | The following 4 video clips show steps from a continuous process, but they are presented in a shuffled order.
Video Clips (shuffled order):
Clip 1: <video>
Clip 2: <video>
Clip 3: <video>
Clip 4: <video>
Determine the correct chronological order of these clips to reconstruct the original sequence.
For each clip, obse... | [
{
"role": "user",
"content": "The following 4 video clips show steps from a continuous process, but they are presented in a shuffled order.\nVideo Clips (shuffled order):\nClip 1: <video>\nClip 2: <video>\nClip 3: <video>\nClip 4: <video>\n\nDetermine the correct chronological order of these clips to recons... | 3214 | task_specific_string | null | [
{
"media_id": "media_5153923664f99e178d78f221",
"source_dataset": "et_instruct",
"source_video_id": "8_5l1a7sVnc",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/logic/source_2fps/8_5l1a7sVnc__e06634bc19c0/000283.jpg",
"media/frames/logic/source_2fps/8_5l1a7s... | train | paper_mt_opd | 61 | null | vpmixed_20260516_full_comp | [
"et_instruct"
] | b474a14626a4252276e3fc97bf8efc39d6ad00536e34b6a58fe210b58273eac2 | 1ef3f6149e99629350145bff101bfcef56a55432dcb23affcdc47fa77e91ab40 | {"clip_key":"8_5l1a7sVnc","domain_l1":"culinary_food","domain_l2":"composition_assembly","experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"policy":"0:60:2.0,60:inf:1.0","rules":[{"fps":2.0,"max_sec":60.0,"min_sec":0.0},{"fps":1.0,"max_sec":null,"min_sec":60.0}],"trusted_cac... |
vpmixed_20260516_full_comp:paper_mt_opd:train:62:efd08d8c10d9b25c | sample_0065a9c7140ae0e475b5ede3ccefd4e405b42d420c7ee9d7efd08d8c10d9b25c | null | vpmixed_20260516_full_comp | et_instruct | [
"CzfVlrafGC8",
"CzfVlrafGC8",
"CzfVlrafGC8",
"CzfVlrafGC8"
] | relation | event_logic_sort | video | null | no_cot | null | null | null | The following 4 video clips show steps from a continuous process, but they are presented in a shuffled order.
Video Clips (shuffled order):
Clip 1: <video>
Clip 2: <video>
Clip 3: <video>
Clip 4: <video>
Determine the correct chronological order of these clips to reconstruct the original sequence.
For each clip, obse... | [
{
"role": "user",
"content": "The following 4 video clips show steps from a continuous process, but they are presented in a shuffled order.\nVideo Clips (shuffled order):\nClip 1: <video>\nClip 2: <video>\nClip 3: <video>\nClip 4: <video>\n\nDetermine the correct chronological order of these clips to recons... | 1324 | task_specific_string | null | [
{
"media_id": "media_4319e5a0ccade652e468a244",
"source_dataset": "et_instruct",
"source_video_id": "CzfVlrafGC8",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/logic/source_2fps/CzfVlrafGC8__e4bc8d1aa830/000033.jpg",
"media/frames/logic/source_2fps/CzfVlraf... | train | paper_mt_opd | 62 | null | vpmixed_20260516_full_comp | [
"et_instruct"
] | b474a14626a4252276e3fc97bf8efc39d6ad00536e34b6a58fe210b58273eac2 | dd49477b0b970dde26d58606384cfedd0dc5740b719bffc06442e7d949849deb | {"clip_key":"CzfVlrafGC8","domain_l1":"culinary_food","domain_l2":"thermal_state_change","experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"policy":"0:60:2.0,60:inf:1.0","rules":[{"fps":2.0,"max_sec":60.0,"min_sec":0.0},{"fps":1.0,"max_sec":null,"min_sec":60.0}],"trusted_cac... |
vpmixed_20260516_full_comp:paper_mt_opd:train:63:b96d251ed877e838 | sample_04035dbe80193d34727598821a2d6b79e3174ef199ec0102b96d251ed877e838 | null | vpmixed_20260516_full_comp | et_instruct | [
"v_2I9xymLVssI"
] | boundary | temporal_seg_hier_L3_seg | video | 3 | no_cot | null | null | null | Watch the following video clip carefully:
<video>
You are given a 41s video clip, sampled at 1-2 fps.
Detect all fine-grained sub-actions in this clip using a SHOT-FIRST approach:
STEP 1 — IDENTIFY SHOT BOUNDARIES:
Scan for visual discontinuities — camera cuts, angle changes, or abrupt scene transitions. These are y... | [
{
"role": "user",
"content": "Watch the following video clip carefully:\n<video>\n\nYou are given a 41s video clip, sampled at 1-2 fps.\n\nDetect all fine-grained sub-actions in this clip using a SHOT-FIRST approach:\n\nSTEP 1 — IDENTIFY SHOT BOUNDARIES:\nScan for visual discontinuities — camera cuts, angle... | <events>[[5, 8], [9, 14], [15, 16], [17, 25], [26, 32], [33, 36]]</events> | temporal_intervals | historical_prompt_coordinate | [
{
"media_id": "media_8e15cbc5d6f2b4e143b2aa80",
"source_dataset": "et_instruct",
"source_video_id": "v_2I9xymLVssI",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/seg/source_2fps/v_2I9xymLVssI__dac61e374987/000005.jpg",
"media/frames/seg/source_2fps/v_2I9xym... | train | paper_mt_opd | 63 | hier_v1:et_instruct:v_2I9xymLVssI | vpmixed_20260516_full_comp | [
"et_instruct"
] | 1c87f01b344bba72c56dfaaba24209f39d2860f77f4bc1ccf091025bd569a9ce | 28fd7c8b2c794aee3b7caeb8f0e04346dc3d446f1540d971e52ddb5d03c8f88b | {"archetype":"tutorial","clip_duration_sec":215.333,"clip_end_sec":43,"clip_key":"v_2I9xymLVssI","clip_offset_sec":2,"clip_start_sec":2,"domain_l1":"culture_knowledge","domain_l2":"news_lecture_history","event_end_sec":38,"event_start_sec":7,"experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2",... |
vpmixed_20260516_full_comp:paper_mt_opd:train:64:1d5f7e7463d85e6c | sample_0b24e863c088ff2ba40fb32da2bdc3da02c52ed3fc8c226a1d5f7e7463d85e6c | null | vpmixed_20260516_full_comp | et_instruct | [
"1w1B46U3h00",
"1w1B46U3h00",
"1w1B46U3h00"
] | relation | event_logic_sort | video | null | no_cot | null | null | null | The following 3 video clips show steps from a continuous process, but they are presented in a shuffled order.
Video Clips (shuffled order):
Clip 1: <video>
Clip 2: <video>
Clip 3: <video>
Determine the correct chronological order of these clips to reconstruct the original sequence.
For each clip, observe the object s... | [
{
"role": "user",
"content": "The following 3 video clips show steps from a continuous process, but they are presented in a shuffled order.\nVideo Clips (shuffled order):\nClip 1: <video>\nClip 2: <video>\nClip 3: <video>\n\nDetermine the correct chronological order of these clips to reconstruct the origina... | 213 | task_specific_string | null | [
{
"media_id": "media_5852518788677794c7a1b2b0",
"source_dataset": "et_instruct",
"source_video_id": "1w1B46U3h00",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/logic/source_2fps/1w1B46U3h00__270589d00e69/000081.jpg",
"media/frames/logic/source_2fps/1w1B46U3... | train | paper_mt_opd | 64 | null | vpmixed_20260516_full_comp | [
"et_instruct"
] | 4f8259a708b1b4e716e5e73b72b793bb54b0394def70c12b571b803a34e5a9c2 | d48ff4b2f68a10fd7c86f185a6ccede0dc0f2c48538d697cb33b6ada3f1e85db | {"clip_key":"1w1B46U3h00","domain_l1":"lifestyle_creation","domain_l2":"travel_scenery","experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"policy":"0:60:2.0,60:inf:1.0","rules":[{"fps":2.0,"max_sec":60.0,"min_sec":0.0},{"fps":1.0,"max_sec":null,"min_sec":60.0}],"trusted_cach... |
vpmixed_20260516_full_comp:paper_mt_opd:train:65:116e1b528508a87f | sample_99cae24725c3b04ff664d1ab73211c7b3e4b8007b82a6ff9116e1b528508a87f | null | vpmixed_20260516_full_comp | et_instruct | [
"TdVqRXI61iU"
] | progression | seg_aot_action_v2t_3way | video | null | no_cot | null | null | null | <video>
Watch the video clip carefully.
Which paragraph best matches the temporal order observed in this video?
A. First, A woman speaks to the camera while looking down slightly. Then, Whisked eggs are poured from a glass bowl into a hot pan. Next, A woman looks down and to the side while speaking. After that, Butt... | [
{
"role": "user",
"content": "<video>\n\nWatch the video clip carefully.\n\nWhich paragraph best matches the temporal order observed in this video?\n\nA. First, A woman speaks to the camera while looking down slightly. Then, Whisked eggs are poured from a glass bowl into a hot pan. Next, A woman looks down ... | A | choice_letter | null | [
{
"media_id": "media_bcfaa69d0def768ce505567d",
"source_dataset": "et_instruct",
"source_video_id": "TdVqRXI61iU",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/aot/source_2fps/TdVqRXI61iU__107495f3f149/000189.jpg",
"media/frames/aot/source_2fps/TdVqRXI61iU_... | train | paper_mt_opd | 65 | hier_v1:et_instruct:TdVqRXI61iU | vpmixed_20260516_full_comp | [
"et_instruct"
] | 41eab41c86943af6692f2c45f22ee206182582d1212e035c1b9a908e751ab957 | 559aead08264d5795d3909718cdd05abd49572e84fe55590eef31a88a08fdffd | {"annotation_meta":{"annotation_dir":"annotations/hier_v1/.","annotation_end_sec":166.167,"annotation_path":"annotations/hier_v1/TdVqRXI61iU.json","annotation_start_sec":0.0,"archetype":"tutorial","clip_duration_sec":166.167,"frame_dir":"provenance/annotation_inputs/hier_v1/frames/TdVqRXI61iU","global_phase_criterion":... |
vpmixed_20260516_full_comp:paper_mt_opd:train:66:086c64b8a232ffce | sample_227294793ef22b45ea49c5d33cdb9017461a5db4d6b0936e086c64b8a232ffce | null | vpmixed_20260516_full_comp | et_instruct | [
"v_t0ajvfx6dgA",
"v_t0ajvfx6dgA"
] | progression | seg_aot_event_t2v_binary | video | null | no_cot | null | null | null | <video><video>
Here are two video clips (Clip A and Clip B).
The events below occurred in this exact order:
1. A male sports anchor sits at a news desk and introduces the 'Game Changer' segment
2. A graphic title sequence for 'Game Changer' shows clips of a field hockey team playing
Which clip (A or B) shows t... | [
{
"role": "user",
"content": "<video><video>\n\nHere are two video clips (Clip A and Clip B).\n\nThe events below occurred in this exact order:\n 1. A male sports anchor sits at a news desk and introduces the 'Game Changer' segment\n 2. A graphic title sequence for 'Game Changer' shows clips of a field ... | B | choice_letter | null | [
{
"media_id": "media_59e03aee1e9816a399e744b7",
"source_dataset": "et_instruct",
"source_video_id": "v_t0ajvfx6dgA",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/aot/source_2fps/v_t0ajvfx6dgA__03ab20289447/000025.jpg",
"media/frames/aot/source_2fps/v_t0ajvf... | train | paper_mt_opd | 66 | null | vpmixed_20260516_full_comp | [
"et_instruct"
] | 23071dddad07a817a912788717c7554e51bce38df9ba535edc19aa6dcb90e3aa | df7e70e5021544f4834bbee64a9e3789febc4be81470df629cad6ddb03320a5c | {"annotation_meta":{"annotation_dir":"annotations/hier_v1/.","annotation_end_sec":147.333,"annotation_path":"annotations/hier_v1/v_t0ajvfx6dgA.json","annotation_start_sec":0.0,"archetype":"tutorial","clip_duration_sec":147.333,"frame_dir":"provenance/annotation_inputs/hier_v1/frames/v_t0ajvfx6dgA","global_phase_criteri... |
vpmixed_20260516_full_comp:paper_mt_opd:train:67:502ae98cc7c48111 | sample_a64d7ff75c994242e5e082dfa7c7c7dec4f0b9dea3b0ff5e502ae98cc7c48111 | null | vpmixed_20260516_full_comp | et_instruct | [
"073e1ddd-3b49-4f1e-8d4d-134cd7ba9d31_301_451",
"073e1ddd-3b49-4f1e-8d4d-134cd7ba9d31_301_451",
"073e1ddd-3b49-4f1e-8d4d-134cd7ba9d31_301_451"
] | relation | event_logic_sort | video | null | no_cot | null | null | null | The following 3 video clips show steps from a continuous process, but they are presented in a shuffled order.
Video Clips (shuffled order):
Clip 1: <video>
Clip 2: <video>
Clip 3: <video>
Determine the correct chronological order of these clips to reconstruct the original sequence.
For each clip, observe the object s... | [
{
"role": "user",
"content": "The following 3 video clips show steps from a continuous process, but they are presented in a shuffled order.\nVideo Clips (shuffled order):\nClip 1: <video>\nClip 2: <video>\nClip 3: <video>\n\nDetermine the correct chronological order of these clips to reconstruct the origina... | 132 | task_specific_string | null | [
{
"media_id": "media_f8254182137090b2aad6bb09",
"source_dataset": "et_instruct",
"source_video_id": "073e1ddd-3b49-4f1e-8d4d-134cd7ba9d31_301_451",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/logic/source_2fps/073e1ddd-3b49-4f1e-8d4d-134cd7ba9d31_301_451__ebded9... | train | paper_mt_opd | 67 | null | vpmixed_20260516_full_comp | [
"et_instruct"
] | 4f8259a708b1b4e716e5e73b72b793bb54b0394def70c12b571b803a34e5a9c2 | dbb1ded63bc70732626c5dfe6c7f50ced3d560e970f30b15335ac290358748f6 | {"clip_key":"073e1ddd-3b49-4f1e-8d4d-134cd7ba9d31_301_451","domain_l1":"culinary_food","domain_l2":"composition_assembly","experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"policy":"0:60:2.0,60:inf:1.0","rules":[{"fps":2.0,"max_sec":60.0,"min_sec":0.0},{"fps":1.0,"max_sec":n... |
vpmixed_20260516_full_comp:paper_mt_opd:train:68:c80121d0011765c5 | sample_0f439e89d27c100637c5592fafb4d880d1e47a0600572400c80121d0011765c5 | 56357478@N08_5624600995_25587c823b::q1 | vpmixed_20260516_full_comp | timelens | [
"56357478@N08_5624600995_25587c823b"
] | tg | temporal_grounding | video | null | no_cot | null | null | null | <video>
Please find the visual event described by a sentence in the video, determining its starting and ending times. The format should be: 'The event happens in the start time - end time seconds'. For example: The event 'person turn a light on' happens in the 24.3 - 30.4 seconds. Now I will give you the textual senten... | [
{
"role": "user",
"content": "<video>\nPlease find the visual event described by a sentence in the video, determining its starting and ending times. The format should be: 'The event happens in the start time - end time seconds'. For example: The event 'person turn a light on' happens in the 24.3 - 30.4 seco... | The event happens in the 11 - 14 seconds. | temporal_intervals | historical_prompt_coordinate | [
{
"media_id": "media_0db4dc81ddd905ad133639a5",
"source_dataset": "timelens",
"source_video_id": "56357478@N08_5624600995_25587c823b",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/tg/base_cache_2fps/56357478_N08_5624600995_25587c823b__cd034f3589db/000001.jpg",
... | train | paper_mt_opd | 68 | null | vpmixed_20260516_full_comp | [
"timelens"
] | 2bfb31604830e950c9923e133601c37027994146eec8fbee8bdc842802456c61 | f42734e92a90b3deacad2531abf000c780d8c6ebf7d9e70840ded85accc1d91b | {"answer_format":"tgbench_natural_language_v1","clip_key":"56357478@N08_5624600995_25587c823b","curation_source":"timelens_short_qwen3vl_roll8","dataset":"TimeLens-100K","duration":39.57286666666667,"duration_bucket":"[30,45)","experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":25... |
vpmixed_20260516_full_comp:paper_mt_opd:train:69:8ad8deaa6c622733 | sample_b3645f700e334ecf48859059935e7ce7024e051b9d20b7978ad8deaa6c622733 | fTMdP47Hpsw::q3 | vpmixed_20260516_full_comp | timelens | [
"fTMdP47Hpsw"
] | tg | temporal_grounding | video | null | no_cot | null | null | null | <video>
Please find the visual event described by a sentence in the video, determining its starting and ending times. The format should be: 'The event happens in the start time - end time seconds'. For example: The event 'person turn a light on' happens in the 24.3 - 30.4 seconds. Now I will give you the textual senten... | [
{
"role": "user",
"content": "<video>\nPlease find the visual event described by a sentence in the video, determining its starting and ending times. The format should be: 'The event happens in the start time - end time seconds'. For example: The event 'person turn a light on' happens in the 24.3 - 30.4 seco... | The event happens in the 1 - 6 seconds. | temporal_intervals | historical_prompt_coordinate | [
{
"media_id": "media_b50dfa569132c7165a225905",
"source_dataset": "timelens",
"source_video_id": "fTMdP47Hpsw",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/tg/base_cache_2fps/fTMdP47Hpsw__34c40b0a2080/000001.jpg",
"media/frames/tg/base_cache_2fps/fTMdP47Hp... | train | paper_mt_opd | 69 | null | vpmixed_20260516_full_comp | [
"timelens"
] | c8c53af991eb000853a980e8fd5fdc28a0d84ea094620c4fe5683966a8e6b04f | c6db27f8243582adc72336bd53ae43cec65563bb1d0200be8d3c1a34375dc801 | {"answer_format":"tgbench_natural_language_v1","clip_key":"fTMdP47Hpsw","curation_source":"timelens_short_qwen3vl_roll8","dataset":"TimeLens-100K","duration":25.3,"duration_bucket":"[15,30)","experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"policy":"0:60:2.0,60:inf:1.0","ru... |
vpmixed_20260516_full_comp:paper_mt_opd:train:70:a277ec5ce5e29ddf | sample_a9f54ac3e4366331c1f2d14dcd5c48737b240141d8ebc9b4a277ec5ce5e29ddf | my|cosmo|ikkYNca65kQ|Jess, wearing a hat, greets his audience in a kitchen. | vpmixed_20260516_full_comp | timerft | [
"ikkYNca65kQ"
] | tg | temporal_grounding | video | null | no_cot | null | null | null | <video>
Please find the visual event described by a sentence in the video, determining its starting and ending times. The format should be: 'The event happens in the start time - end time seconds'. For example: The event 'person turn a light on' happens in the 24.3 - 30.4 seconds. Now I will give you the textual senten... | [
{
"role": "user",
"content": "<video>\nPlease find the visual event described by a sentence in the video, determining its starting and ending times. The format should be: 'The event happens in the start time - end time seconds'. For example: The event 'person turn a light on' happens in the 24.3 - 30.4 seco... | The event happens in the 0 - 11 seconds. | temporal_intervals | historical_prompt_coordinate | [
{
"media_id": "media_da9703cf04f107a8414c5249",
"source_dataset": "timerft",
"source_video_id": "ikkYNca65kQ",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/tg/base_cache_2fps/ikkYNca65kQ__28b6906dc640/000001.jpg",
"media/frames/tg/base_cache_2fps/ikkYNca65k... | train | paper_mt_opd | 70 | null | vpmixed_20260516_full_comp | [
"timerft"
] | 1287d1ff2369af290da0d11f4d037670684073cc87d674385e510005dde0b97c | 7b49dcd5a83c7904d224dbd9737ca6ecee8169534363fccffa237c36899191c0 | {"answer_format":"tgbench_natural_language_v1","dataset":"TimeRFT","difficulty":42.45454545454545,"duration":127.16666666666667,"experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"policy":"0:60:2.0,60:inf:1.0","rules":[{"fps":2.0,"max_sec":60.0,"min_sec":0.0},{"fps":1.0,"max_... |
vpmixed_20260516_full_comp:paper_mt_opd:train:71:8ab4ff91ea51d84e | sample_b87f61a4cf7fbf7e8dec34a2329c220c4875476ec4d2455f8ab4ff91ea51d84e | null | vpmixed_20260516_full_comp | et_instruct | [
"ENrGXsI5Cww"
] | boundary | temporal_seg_hier_L1 | video | 1 | no_cot | null | null | null | Watch the following video clip carefully:
<video>
You are given a 197s video clip (timestamps 0 to 197), sampled at 1-2 fps.
Segment the video into high-level phases using a SHOT-FIRST approach:
STEP 1 — IDENTIFY SHOTS:
Scan the video for visual shot transitions — moments where the scene, camera angle, setting, or s... | [
{
"role": "user",
"content": "Watch the following video clip carefully:\n<video>\n\nYou are given a 197s video clip (timestamps 0 to 197), sampled at 1-2 fps.\n\nSegment the video into high-level phases using a SHOT-FIRST approach:\n\nSTEP 1 — IDENTIFY SHOTS:\nScan the video for visual shot transitions — mo... | <events>[[0, 113], [113, 129], [129, 197]]</events> | temporal_intervals | historical_prompt_coordinate | [
{
"media_id": "media_3691110b0c5fad35c743ba88",
"source_dataset": "et_instruct",
"source_video_id": "ENrGXsI5Cww",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/seg/source_2fps/ENrGXsI5Cww__0a3e20ef0fea/000001.jpg",
"media/frames/seg/source_2fps/ENrGXsI5Cww_... | train | paper_mt_opd | 71 | hier_v1:et_instruct:ENrGXsI5Cww | vpmixed_20260516_full_comp | [
"et_instruct"
] | a281e64cd3ca7044a826eaf395a488bf2047dbdc1bcacf2d13aa2e09bd0e21e1 | ae48d863d295eef45738010e6676b4f5c7c8ab28a37e7e55f629aee753ef71cd | {"archetype":"tutorial","clip_duration_sec":197.5,"clip_key":"ENrGXsI5Cww","domain_l1":"culinary_food","domain_l2":"fine_grained_prep","experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"policy":"0:60:2.0,60:inf:1.0","rules":[{"fps":2.0,"max_sec":60.0,"min_sec":0.0},{"fps":1.... |
vpmixed_20260516_full_comp:paper_mt_opd:train:72:f1cbe2caecf2775e | sample_c73c0c0ed6ee1ade0a412a6f30b530965c1723f00fc3cd34f1cbe2caecf2775e | null | vpmixed_20260516_full_comp | et_instruct | [
"-9YRqcF6fdQ"
] | boundary | temporal_seg_hier_L2 | video | 2 | no_cot | null | null | null | Watch the following video clip carefully:
<video>
You are given a 102s video clip (timestamps 0 to 102), sampled at 1-2 fps.
Detect all events in this clip using a SHOT-FIRST approach:
STEP 1 — IDENTIFY SHOTS:
Scan the clip for visual shot transitions — moments where the scene, camera angle, setting, or subject clea... | [
{
"role": "user",
"content": "Watch the following video clip carefully:\n<video>\n\nYou are given a 102s video clip (timestamps 0 to 102), sampled at 1-2 fps.\n\nDetect all events in this clip using a SHOT-FIRST approach:\n\nSTEP 1 — IDENTIFY SHOTS:\nScan the clip for visual shot transitions — moments where... | <events>[[0, 4], [4, 34], [34, 38], [38, 46], [46, 56], [56, 68], [68, 78], [78, 85], [85, 99], [99, 102]]</events> | temporal_intervals | historical_prompt_coordinate | [
{
"media_id": "media_d1732f9916066c4095abaf03",
"source_dataset": "et_instruct",
"source_video_id": "-9YRqcF6fdQ",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/seg/source_2fps/-9YRqcF6fdQ__fb7fa03de1e3/000001.jpg",
"media/frames/seg/source_2fps/-9YRqcF6fdQ_... | train | paper_mt_opd | 72 | hier_v1:et_instruct:-9YRqcF6fdQ | vpmixed_20260516_full_comp | [
"et_instruct"
] | d9cf766115c4fd99fd1c58cfd7e02e9b75d26ef0f40e7f414fbeb3f3eb744504 | 6f3a38190d629cdf19b8d9ea934579b79332ca423536a6224084fae9049353ae | {"archetype":"tutorial","clip_duration_sec":102.333,"clip_key":"-9YRqcF6fdQ","domain_l1":"lifestyle_creation","domain_l2":"crafts_diy","experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"policy":"0:60:2.0,60:inf:1.0","rules":[{"fps":2.0,"max_sec":60.0,"min_sec":0.0},{"fps":1.... |
vpmixed_20260516_full_comp:paper_mt_opd:train:73:8764f6f3478e9c1b | sample_b22b1aba4744155095e520fdac443050267a3e00ff434c268764f6f3478e9c1b | null | vpmixed_20260516_full_comp | et_instruct | [
"LBrqs0ot-0c",
"LBrqs0ot-0c"
] | progression | seg_aot_event_t2v_binary | video | null | no_cot | null | null | null | <video><video>
Here are two video clips (Clip A and Clip B).
The events below occurred in this exact order:
1. The woman returns to the screen to give a concluding message for the video
2. A static shot shows the finished chocolate-covered macadamia nuts arranged in a clear plastic container
Which clip (A or B... | [
{
"role": "user",
"content": "<video><video>\n\nHere are two video clips (Clip A and Clip B).\n\nThe events below occurred in this exact order:\n 1. The woman returns to the screen to give a concluding message for the video\n 2. A static shot shows the finished chocolate-covered macadamia nuts arranged ... | A | choice_letter | null | [
{
"media_id": "media_6fe892366d23df3a143e6e8b",
"source_dataset": "et_instruct",
"source_video_id": "LBrqs0ot-0c",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/aot/source_2fps/LBrqs0ot-0c__496dff534f71/000269.jpg",
"media/frames/aot/source_2fps/LBrqs0ot-0c_... | train | paper_mt_opd | 73 | null | vpmixed_20260516_full_comp | [
"et_instruct"
] | ebb66533cc9b6460630d35bc822ad7f0679d74c110ba8e5f8c712e1d6086a110 | 559aead08264d5795d3909718cdd05abd49572e84fe55590eef31a88a08fdffd | {"annotation_meta":{"annotation_dir":"annotations/hier_v1/.","annotation_end_sec":142.625,"annotation_path":"annotations/hier_v1/LBrqs0ot-0c.json","annotation_start_sec":0.0,"archetype":"tutorial","clip_duration_sec":142.625,"frame_dir":"provenance/annotation_inputs/hier_v1/frames/LBrqs0ot-0c","global_phase_criterion":... |
vpmixed_20260516_full_comp:paper_mt_opd:train:74:8d2bb9ec67200ce5 | sample_ef908db05fa6236873d9f2337c58d678ecd4fc3f222364608d2bb9ec67200ce5 | null | vpmixed_20260516_full_comp | et_instruct | [
"oLEO_9NU5ho"
] | boundary | temporal_seg_hier_L3_seg | video | 3 | no_cot | null | null | null | Watch the following video clip carefully:
<video>
You are given a 124s video clip, sampled at 1-2 fps.
Detect all fine-grained sub-actions in this clip using a SHOT-FIRST approach:
STEP 1 — IDENTIFY SHOT BOUNDARIES:
Scan for visual discontinuities — camera cuts, angle changes, or abrupt scene transitions. These are ... | [
{
"role": "user",
"content": "Watch the following video clip carefully:\n<video>\n\nYou are given a 124s video clip, sampled at 1-2 fps.\n\nDetect all fine-grained sub-actions in this clip using a SHOT-FIRST approach:\n\nSTEP 1 — IDENTIFY SHOT BOUNDARIES:\nScan for visual discontinuities — camera cuts, angl... | <events>[[5, 10], [11, 24], [25, 33], [46, 58], [61, 68], [73, 99], [100, 115]]</events> | temporal_intervals | historical_prompt_coordinate | [
{
"media_id": "media_77513be5f1bf7e49bacc3e6e",
"source_dataset": "et_instruct",
"source_video_id": "oLEO_9NU5ho",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/seg/source_2fps/oLEO_9NU5ho__94bd48033790/000147.jpg",
"media/frames/seg/source_2fps/oLEO_9NU5ho_... | train | paper_mt_opd | 74 | hier_v1:et_instruct:oLEO_9NU5ho | vpmixed_20260516_full_comp | [
"et_instruct"
] | 8680d0bd222c457f937688b48d552033b117c42655910e5fcb9d98cfbfcff737 | 700732b057f28761267b2425d46ae0547fcc42931af6abf9e3dfd21b6d15365b | {"archetype":"tutorial","clip_duration_sec":214.167,"clip_end_sec":197,"clip_key":"oLEO_9NU5ho","clip_offset_sec":73,"clip_start_sec":73,"domain_l1":"engineering_maintenance","domain_l2":"electronics_gadgets","event_end_sec":192,"event_start_sec":78,"experiment_frame_sampling":{"implementation_version":"trusted_2fps_ca... |
vpmixed_20260516_full_comp:paper_mt_opd:train:75:aeacc1793dc21fc0 | sample_5064ac0fee1a8b7518c02122790bc3255856c09f8d7bcb59aeacc1793dc21fc0 | null | vpmixed_20260516_full_comp | et_instruct | [
"sZczb309cVk",
"sZczb309cVk",
"sZczb309cVk",
"sZczb309cVk"
] | relation | event_logic_sort | video | null | no_cot | null | null | null | The following 4 video clips show steps from a continuous process, but they are presented in a shuffled order.
Video Clips (shuffled order):
Clip 1: <video>
Clip 2: <video>
Clip 3: <video>
Clip 4: <video>
Determine the correct chronological order of these clips to reconstruct the original sequence.
For each clip, obse... | [
{
"role": "user",
"content": "The following 4 video clips show steps from a continuous process, but they are presented in a shuffled order.\nVideo Clips (shuffled order):\nClip 1: <video>\nClip 2: <video>\nClip 3: <video>\nClip 4: <video>\n\nDetermine the correct chronological order of these clips to recons... | 2413 | task_specific_string | null | [
{
"media_id": "media_d32ac05785ed52a8321ed31b",
"source_dataset": "et_instruct",
"source_video_id": "sZczb309cVk",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/logic/source_2fps/sZczb309cVk__66bfcf2de3ef/000201.jpg",
"media/frames/logic/source_2fps/sZczb309... | train | paper_mt_opd | 75 | null | vpmixed_20260516_full_comp | [
"et_instruct"
] | b474a14626a4252276e3fc97bf8efc39d6ad00536e34b6a58fe210b58273eac2 | bcf1b6a7a986e20e0ff021f9127b89b84d3ac8b62de745a59cf905afffe36997 | {"clip_key":"sZczb309cVk","domain_l1":"culinary_food","domain_l2":"thermal_state_change","experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"policy":"0:60:2.0,60:inf:1.0","rules":[{"fps":2.0,"max_sec":60.0,"min_sec":0.0},{"fps":1.0,"max_sec":null,"min_sec":60.0}],"trusted_cac... |
vpmixed_20260516_full_comp:paper_mt_opd:train:76:46525ed7924143cb | sample_4c4351a64b356fe59c6e553feb354f1b537f6408d6a6b54846525ed7924143cb | my|cosmo|hgYiJDtzQjY|A person adds a red liquid to a bowl, mixing it to achieve a gooey slime texture through trial and error, adding the liquid gradually until desired. | vpmixed_20260516_full_comp | timerft | [
"hgYiJDtzQjY"
] | tg | temporal_grounding | video | null | no_cot | null | null | null | <video>
Please find the visual event described by a sentence in the video, determining its starting and ending times. The format should be: 'The event happens in the start time - end time seconds'. For example: The event 'person turn a light on' happens in the 24.3 - 30.4 seconds. Now I will give you the textual senten... | [
{
"role": "user",
"content": "<video>\nPlease find the visual event described by a sentence in the video, determining its starting and ending times. The format should be: 'The event happens in the start time - end time seconds'. For example: The event 'person turn a light on' happens in the 24.3 - 30.4 seco... | The event happens in the 66 - 99 seconds. | temporal_intervals | historical_prompt_coordinate | [
{
"media_id": "media_732cebf09ae6397c2a87b4a7",
"source_dataset": "timerft",
"source_video_id": "hgYiJDtzQjY",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/tg/base_cache_2fps/hgYiJDtzQjY__63062414e78c/000001.jpg",
"media/frames/tg/base_cache_2fps/hgYiJDtzQj... | train | paper_mt_opd | 76 | null | vpmixed_20260516_full_comp | [
"timerft"
] | 1b1a9780eda130e672f8c9617bbb4ccf201077b7ec495d13b1c0635bba6e847d | ded178dc2a8ff0b249b2a3864f281737b60215ade7622277a96c9e82ff8766a4 | {"answer_format":"tgbench_natural_language_v1","dataset":"TimeRFT","difficulty":37.4489332728098,"duration":122.95616666666668,"experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"policy":"0:60:2.0,60:inf:1.0","rules":[{"fps":2.0,"max_sec":60.0,"min_sec":0.0},{"fps":1.0,"max_s... |
vpmixed_20260516_full_comp:paper_mt_opd:train:77:06f1a85f6fdf2168 | sample_1557ee3a764a0277608e3ae5bcb4d9f521fc6a002e99b10606f1a85f6fdf2168 | null | vpmixed_20260516_full_comp | et_instruct | [
"onVuIe5S0ek"
] | boundary | temporal_seg_hier_L3_seg | video | 3 | no_cot | null | null | null | Watch the following video clip carefully:
<video>
You are given a 89s video clip, sampled at 1-2 fps.
Detect all fine-grained sub-actions in this clip using a SHOT-FIRST approach:
STEP 1 — IDENTIFY SHOT BOUNDARIES:
Scan for visual discontinuities — camera cuts, angle changes, or abrupt scene transitions. These are y... | [
{
"role": "user",
"content": "Watch the following video clip carefully:\n<video>\n\nYou are given a 89s video clip, sampled at 1-2 fps.\n\nDetect all fine-grained sub-actions in this clip using a SHOT-FIRST approach:\n\nSTEP 1 — IDENTIFY SHOT BOUNDARIES:\nScan for visual discontinuities — camera cuts, angle... | <events>[[5, 16], [17, 19], [20, 34], [35, 37], [38, 57], [58, 60], [61, 79], [80, 84]]</events> | temporal_intervals | historical_prompt_coordinate | [
{
"media_id": "media_b0e7e500617aac0d70c993de",
"source_dataset": "et_instruct",
"source_video_id": "onVuIe5S0ek",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/seg/source_2fps/onVuIe5S0ek__08a4011ee354/000041.jpg",
"media/frames/seg/source_2fps/onVuIe5S0ek_... | train | paper_mt_opd | 77 | hier_v1:et_instruct:onVuIe5S0ek | vpmixed_20260516_full_comp | [
"et_instruct"
] | baed6df409082a838f9c3e652a6ca9c3fbd43152fb8503234682b662b626aa3f | c8d2ff39345403376fb14d7b51184a661e7748c60231239dd046f6caefb24c1f | {"archetype":"tutorial","clip_duration_sec":201.827,"clip_end_sec":109,"clip_key":"onVuIe5S0ek","clip_offset_sec":20,"clip_start_sec":20,"domain_l1":"culinary_food","domain_l2":"composition_assembly","event_end_sec":104,"event_start_sec":25,"experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","... |
vpmixed_20260516_full_comp:paper_mt_opd:train:78:7e4a9c9c46c09326 | sample_0259b4e79f3389d19e0d5e8945f0b671f1d5d0c303cd49fb7e4a9c9c46c09326 | null | vpmixed_20260516_full_comp | et_instruct | [
"9mUG46daZz4"
] | boundary | temporal_seg_hier_L3_seg | video | 3 | no_cot | null | null | null | Watch the following video clip carefully:
<video>
You are given a 81s video clip, sampled at 1-2 fps.
Detect all fine-grained sub-actions in this clip using a SHOT-FIRST approach:
STEP 1 — IDENTIFY SHOT BOUNDARIES:
Scan for visual discontinuities — camera cuts, angle changes, or abrupt scene transitions. These are y... | [
{
"role": "user",
"content": "Watch the following video clip carefully:\n<video>\n\nYou are given a 81s video clip, sampled at 1-2 fps.\n\nDetect all fine-grained sub-actions in this clip using a SHOT-FIRST approach:\n\nSTEP 1 — IDENTIFY SHOT BOUNDARIES:\nScan for visual discontinuities — camera cuts, angle... | <events>[[5, 8], [9, 17], [18, 47], [48, 49], [50, 58], [59, 72], [73, 76]]</events> | temporal_intervals | historical_prompt_coordinate | [
{
"media_id": "media_7440df4be6667b95aa7d6462",
"source_dataset": "et_instruct",
"source_video_id": "9mUG46daZz4",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/seg/source_2fps/9mUG46daZz4__71a7dd1a97dc/000137.jpg",
"media/frames/seg/source_2fps/9mUG46daZz4_... | train | paper_mt_opd | 78 | hier_v1:et_instruct:9mUG46daZz4 | vpmixed_20260516_full_comp | [
"et_instruct"
] | ba237165d998aab326297e82326581e5720c49c339a2b8446c180b643a80b929 | 5f473249870ea96b61438f93b621da8bbd95fb550913acc93258c55c004d75ac | {"archetype":"tutorial","clip_duration_sec":180.92,"clip_end_sec":149,"clip_key":"9mUG46daZz4","clip_offset_sec":68,"clip_start_sec":68,"domain_l1":"culture_knowledge","domain_l2":"news_lecture_history","event_end_sec":144,"event_start_sec":73,"experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2... |
vpmixed_20260516_full_comp:paper_mt_opd:train:79:6c47cc1d1d00ca42 | sample_a192b6966207c9bc4d263b546af9ef72263276bc613c235e6c47cc1d1d00ca42 | null | vpmixed_20260516_full_comp | et_instruct | [
"kYF1CxhLmf4",
"kYF1CxhLmf4"
] | progression | seg_aot_event_t2v_binary | video | null | no_cot | null | null | null | <video><video>
Here are two video clips (Clip A and Clip B).
The events below occurred in this exact order:
1. The video opens with an animated logo and title card for 'eHow food'
2. A chef introduces himself and the topic of the video in a professional kitchen setting
3. The chef cuts off the top crown and ... | [
{
"role": "user",
"content": "<video><video>\n\nHere are two video clips (Clip A and Clip B).\n\nThe events below occurred in this exact order:\n 1. The video opens with an animated logo and title card for 'eHow food'\n 2. A chef introduces himself and the topic of the video in a professional kitchen se... | A | choice_letter | null | [
{
"media_id": "media_00263ffb82b0b28e53b002f6",
"source_dataset": "et_instruct",
"source_video_id": "kYF1CxhLmf4",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/aot/source_2fps/kYF1CxhLmf4__8b5ed70b81dc/000001.jpg",
"media/frames/aot/source_2fps/kYF1CxhLmf4_... | train | paper_mt_opd | 79 | null | vpmixed_20260516_full_comp | [
"et_instruct"
] | 702eb3ae7ed10a4397502c1b96f66b0a841b23acd2499465c360edde76e48744 | 559aead08264d5795d3909718cdd05abd49572e84fe55590eef31a88a08fdffd | {"annotation_meta":{"annotation_dir":"annotations/hier_v1/.","annotation_end_sec":119.875,"annotation_path":"annotations/hier_v1/kYF1CxhLmf4.json","annotation_start_sec":0.0,"archetype":"tutorial","clip_duration_sec":119.875,"frame_dir":"provenance/annotation_inputs/hier_v1/frames/kYF1CxhLmf4","global_phase_criterion":... |
vpmixed_20260516_full_comp:paper_mt_opd:train:80:a7809902daf82630 | sample_dbd048dbcb89fb5493934ca30856e45496ce0f3d21860926a7809902daf82630 | 2Hb6BjbBONg | vpmixed_20260516_full_comp | llava_video | [
"ytb_2Hb6BjbBONg"
] | mcq | llava_mcq | video | null | no_cot | null | null | null | <video>
What is the initial setting of the video?
A. A sunny beach
B. A dark, ominous sky over a flat landscape
C. A bustling cityscape
D. A snowy mountain range
Provide your answer (a single letter) inside <answer></answer> tags. | [
{
"role": "user",
"content": "<video>\nWhat is the initial setting of the video?\nA. A sunny beach\nB. A dark, ominous sky over a flat landscape\nC. A bustling cityscape\nD. A snowy mountain range\n\nProvide your answer (a single letter) inside <answer></answer> tags."
}
] | B | choice_letter | null | [
{
"media_id": "media_5c9878519d3e5b67dc43fcbc",
"source_dataset": "llava_video",
"source_video_id": "ytb_2Hb6BjbBONg",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/mcq/base_cache_2fps/ytb_2Hb6BjbBONg__ca504b921d04/000001.jpg",
"media/frames/mcq/base_cache_2... | train | paper_mt_opd | 80 | null | vpmixed_20260516_full_comp | [
"llava_video"
] | 74ee7e90b24a9f0e6a886b2f8a9bab9cebfdf5233bd0530849ce4c5a1e862a95 | df7e70e5021544f4834bbee64a9e3789febc4be81470df629cad6ddb03320a5c | {"data_source":"2_3_m_youtube_v0_1","duration_bucket":"2_3_m","experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"policy":"0:60:2.0,60:inf:1.0","rules":[{"fps":2.0,"max_sec":60.0,"min_sec":0.0},{"fps":1.0,"max_sec":null,"min_sec":60.0}],"trusted_cache_roots":["media/frames/mc... |
vpmixed_20260516_full_comp:paper_mt_opd:train:81:68c0e07de51b6e1a | sample_9822f555a4bf7fc2c34aa15f83b57342fe120fc2b38482bf68c0e07de51b6e1a | my|cosmo|ROs7V7_JJM8|The video demonstrates cooking Mongolian Beef: cook beef, set aside, then heat sauce with garlic and sugar, add beef, caramelize, and serve with scallions and sesame oil. | vpmixed_20260516_full_comp | timerft | [
"ROs7V7_JJM8"
] | tg | temporal_grounding | video | null | no_cot | null | null | null | <video>
Please find the visual event described by a sentence in the video, determining its starting and ending times. The format should be: 'The event happens in the start time - end time seconds'. For example: The event 'person turn a light on' happens in the 24.3 - 30.4 seconds. Now I will give you the textual senten... | [
{
"role": "user",
"content": "<video>\nPlease find the visual event described by a sentence in the video, determining its starting and ending times. The format should be: 'The event happens in the start time - end time seconds'. For example: The event 'person turn a light on' happens in the 24.3 - 30.4 seco... | The event happens in the 49 - 82 seconds. | temporal_intervals | historical_prompt_coordinate | [
{
"media_id": "media_fa3d06d79c727dbaab11a1a4",
"source_dataset": "timerft",
"source_video_id": "ROs7V7_JJM8",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/tg/base_cache_2fps/ROs7V7_JJM8__95327b8cc12d/000001.jpg",
"media/frames/tg/base_cache_2fps/ROs7V7_JJM... | train | paper_mt_opd | 81 | null | vpmixed_20260516_full_comp | [
"timerft"
] | 6c29334dfab313116cf4eb717ec9bb0f2a32f0d2bee115056d09f060ae4f0329 | b4606ff0ebd46a670a3862fb9702a9f5150e0cfcfdcee112b77b3c17078f4f5f | {"answer_format":"tgbench_natural_language_v1","dataset":"TimeRFT","difficulty":50.76923076923077,"duration":98.1981,"experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"policy":"0:60:2.0,60:inf:1.0","rules":[{"fps":2.0,"max_sec":60.0,"min_sec":0.0},{"fps":1.0,"max_sec":null,"... |
vpmixed_20260516_full_comp:paper_mt_opd:train:82:ed480b8ed23c9369 | sample_1d1d6688aed08d71cb50ba7e604e1482031f12a18b63f689ed480b8ed23c9369 | 57862612@N00_2594960270_ab2182c115::q4 | vpmixed_20260516_full_comp | timelens | [
"57862612@N00_2594960270_ab2182c115"
] | tg | temporal_grounding | video | null | no_cot | null | null | null | <video>
Please find the visual event described by a sentence in the video, determining its starting and ending times. The format should be: 'The event happens in the start time - end time seconds'. For example: The event 'person turn a light on' happens in the 24.3 - 30.4 seconds. Now I will give you the textual senten... | [
{
"role": "user",
"content": "<video>\nPlease find the visual event described by a sentence in the video, determining its starting and ending times. The format should be: 'The event happens in the start time - end time seconds'. For example: The event 'person turn a light on' happens in the 24.3 - 30.4 seco... | The event happens in the 24 - 27 seconds. | temporal_intervals | historical_prompt_coordinate | [
{
"media_id": "media_d0ab7e24bd60c5cc65cb1e43",
"source_dataset": "timelens",
"source_video_id": "57862612@N00_2594960270_ab2182c115",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/tg/base_cache_2fps/57862612_N00_2594960270_ab2182c115__eba337cadf2f/000001.jpg",
... | train | paper_mt_opd | 82 | null | vpmixed_20260516_full_comp | [
"timelens"
] | 83968d118bd256a9d1c7212d1bf0fb07801eb7f8f8bb067654102f9008851b76 | 351d2bfe5b13bdacd7fe7cc8e6f25f7bb9d8cbec931251b0f8cc779e68fe41d7 | {"answer_format":"tgbench_natural_language_v1","clip_key":"57862612@N00_2594960270_ab2182c115","curation_source":"timelens_short_qwen3vl_roll8","dataset":"TimeLens-100K","duration":28.028000000000002,"duration_bucket":"[15,30)","experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":2... |
vpmixed_20260516_full_comp:paper_mt_opd:train:83:e85e703c4a1399ef | sample_37cf1862d9dbc221ba66d5b7cce373adea3160148e5ddadfe85e703c4a1399ef | null | vpmixed_20260516_full_comp | et_instruct | [
"RgqgQGu_qNo"
] | boundary | temporal_seg_hier_L1 | video | 1 | no_cot | null | null | null | Watch the following video clip carefully:
<video>
You are given a 129s video clip (timestamps 0 to 129), sampled at 1-2 fps.
Segment the video into high-level phases using a SHOT-FIRST approach:
STEP 1 — IDENTIFY SHOTS:
Scan the video for visual shot transitions — moments where the scene, camera angle, setting, or s... | [
{
"role": "user",
"content": "Watch the following video clip carefully:\n<video>\n\nYou are given a 129s video clip (timestamps 0 to 129), sampled at 1-2 fps.\n\nSegment the video into high-level phases using a SHOT-FIRST approach:\n\nSTEP 1 — IDENTIFY SHOTS:\nScan the video for visual shot transitions — mo... | <events>[[0, 28], [28, 50], [50, 86], [86, 129]]</events> | temporal_intervals | historical_prompt_coordinate | [
{
"media_id": "media_61be116263d79f3c5002d61d",
"source_dataset": "et_instruct",
"source_video_id": "RgqgQGu_qNo",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/seg/source_2fps/RgqgQGu_qNo__0ecdd33ef038/000001.jpg",
"media/frames/seg/source_2fps/RgqgQGu_qNo_... | train | paper_mt_opd | 83 | hier_v1:et_instruct:RgqgQGu_qNo | vpmixed_20260516_full_comp | [
"et_instruct"
] | 4d749fb34aafcfbaa3528bd71406306839c8a93bef9b22b6628abaea42561128 | 0379f831c6c1511ee43ab6f4d1c2ded29e4e607ce626572e005f1fbf1169555f | {"archetype":"tutorial","clip_duration_sec":129.333,"clip_key":"RgqgQGu_qNo","domain_l1":"culinary_food","domain_l2":"thermal_state_change","experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"policy":"0:60:2.0,60:inf:1.0","rules":[{"fps":2.0,"max_sec":60.0,"min_sec":0.0},{"fp... |
vpmixed_20260516_full_comp:paper_mt_opd:train:84:468363a0977c7ac8 | sample_c8287208f1fb4f5d431cad81b38f0747e993cf51b972c89d468363a0977c7ac8 | null | vpmixed_20260516_full_comp | et_instruct | [
"v_vH9gqDUaBQ0",
"v_vH9gqDUaBQ0"
] | progression | seg_aot_event_t2v_binary | video | null | no_cot | null | null | null | <video><video>
Here are two video clips (Clip A and Clip B).
The events below occurred in this exact order:
1. Back on the beach, the man gives his concluding remarks with the capsized boat behind him
2. A final montage shows the man sailing, followed by a concluding commentary on the beach
3. The video ends... | [
{
"role": "user",
"content": "<video><video>\n\nHere are two video clips (Clip A and Clip B).\n\nThe events below occurred in this exact order:\n 1. Back on the beach, the man gives his concluding remarks with the capsized boat behind him\n 2. A final montage shows the man sailing, followed by a conclud... | A | choice_letter | null | [
{
"media_id": "media_ea05502fec10825b31a38e91",
"source_dataset": "et_instruct",
"source_video_id": "v_vH9gqDUaBQ0",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/aot/source_2fps/v_vH9gqDUaBQ0__3931565c04d9/000371.jpg",
"media/frames/aot/source_2fps/v_vH9gqD... | train | paper_mt_opd | 84 | null | vpmixed_20260516_full_comp | [
"et_instruct"
] | d8805f34d1603548e4846eb7ccda782296b016d034d4001275b5c5ac0e857578 | 559aead08264d5795d3909718cdd05abd49572e84fe55590eef31a88a08fdffd | {"annotation_meta":{"annotation_dir":"annotations/hier_v1/.","annotation_end_sec":213.833,"annotation_path":"annotations/hier_v1/v_vH9gqDUaBQ0.json","annotation_start_sec":0.0,"archetype":"tutorial","clip_duration_sec":213.833,"frame_dir":"provenance/annotation_inputs/hier_v1/frames/v_vH9gqDUaBQ0","global_phase_criteri... |
vpmixed_20260516_full_comp:paper_mt_opd:train:85:76031d4e120edfd7 | sample_3ff44014a490746fa59842f87f481518fd8ed4392b635ea276031d4e120edfd7 | null | vpmixed_20260516_full_comp | et_instruct | [
"nCYg3_StBDQ",
"nCYg3_StBDQ"
] | relation | event_logic_fill_blank | video | null | no_cot | null | null | null | Watch the following process carefully. The sequence has a [MISSING] step.
Context Sequence:
Step 1: <video>
Step 2: [MISSING]
Step 3: <video>
Based on the chronological visual content, pick the correct textual option to fill in the [MISSING] step.
Options:
A. Abstract light flares move across a dark background.
B. Blo... | [
{
"role": "user",
"content": "Watch the following process carefully. The sequence has a [MISSING] step.\nContext Sequence:\nStep 1: <video>\nStep 2: [MISSING]\nStep 3: <video>\n\nBased on the chronological visual content, pick the correct textual option to fill in the [MISSING] step.\nOptions:\nA. Abstract ... | C | task_specific_string | null | [
{
"media_id": "media_a67484a2be23d3db582a410d",
"source_dataset": "et_instruct",
"source_video_id": "nCYg3_StBDQ",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/logic/source_2fps/nCYg3_StBDQ__3bf2cb86497e/000161.jpg",
"media/frames/logic/source_2fps/nCYg3_St... | train | paper_mt_opd | 85 | null | vpmixed_20260516_full_comp | [
"et_instruct"
] | 6c6903c1a0135a15eb988b6d1511eda308e883f915eb4a59cb8805637ca9e360 | 6b23c0d5f35d1b11f9b683f0b0a617355deb11277d91ae091d399c655b87940d | {"after_ids":["Action 3.5"],"before_ids":["Action 3.3"],"clip_key":"nCYg3_StBDQ","correct_text":"Leans close to the mannequin's face to check for breathing","distractors":["Blows forcefully into the mannequin's mouth to deliver a rescue breath","Places hands on the mannequin's sternum to begin chest compressions","Shak... |
vpmixed_20260516_full_comp:paper_mt_opd:train:86:1289ed535d7ea21b | sample_163a0ea9664a4681907b747cd7770f6cda1d87ea9f44ef321289ed535d7ea21b | null | vpmixed_20260516_full_comp | et_instruct | [
"pbfaIwVo3ik",
"pbfaIwVo3ik",
"pbfaIwVo3ik",
"pbfaIwVo3ik"
] | relation | event_logic_sort | video | null | no_cot | null | null | null | The following 4 video clips show steps from a continuous process, but they are presented in a shuffled order.
Video Clips (shuffled order):
Clip 1: <video>
Clip 2: <video>
Clip 3: <video>
Clip 4: <video>
Determine the correct chronological order of these clips to reconstruct the original sequence.
For each clip, obse... | [
{
"role": "user",
"content": "The following 4 video clips show steps from a continuous process, but they are presented in a shuffled order.\nVideo Clips (shuffled order):\nClip 1: <video>\nClip 2: <video>\nClip 3: <video>\nClip 4: <video>\n\nDetermine the correct chronological order of these clips to recons... | 4321 | task_specific_string | null | [
{
"media_id": "media_63981b3b19c3e8e5b7a34b45",
"source_dataset": "et_instruct",
"source_video_id": "pbfaIwVo3ik",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/logic/source_2fps/pbfaIwVo3ik__eaa1d69cb97d/000067.jpg",
"media/frames/logic/source_2fps/pbfaIwVo... | train | paper_mt_opd | 86 | null | vpmixed_20260516_full_comp | [
"et_instruct"
] | b474a14626a4252276e3fc97bf8efc39d6ad00536e34b6a58fe210b58273eac2 | fe2592b42a727e977f055947385b709cc82b16b9a87f88c6abf3900d65d0cdc3 | {"clip_key":"pbfaIwVo3ik","domain_l1":"culinary_food","domain_l2":"thermal_state_change","experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"policy":"0:60:2.0,60:inf:1.0","rules":[{"fps":2.0,"max_sec":60.0,"min_sec":0.0},{"fps":1.0,"max_sec":null,"min_sec":60.0}],"trusted_cac... |
vpmixed_20260516_full_comp:paper_mt_opd:train:87:6f980ae66900c2df | sample_6c311514d28a9b11d96c6505252025441a76e893c98c29ab6f980ae66900c2df | null | vpmixed_20260516_full_comp | et_instruct | [
"oPSyUlSYr6Q",
"oPSyUlSYr6Q"
] | progression | seg_aot_event_t2v_binary | video | null | no_cot | null | null | null | <video><video>
Here are two video clips (Clip A and Clip B).
The events below occurred in this exact order:
1. The chef adds the strained marinade to the pot, covers it, and places it in the oven to braise
2. The chef sears the floured chicken in a hot pot, then removes it and sautés bacon, mushrooms, and onion... | [
{
"role": "user",
"content": "<video><video>\n\nHere are two video clips (Clip A and Clip B).\n\nThe events below occurred in this exact order:\n 1. The chef adds the strained marinade to the pot, covers it, and places it in the oven to braise\n 2. The chef sears the floured chicken in a hot pot, then r... | A | choice_letter | null | [
{
"media_id": "media_e7e3b36d1852dea7d0ece79a",
"source_dataset": "et_instruct",
"source_video_id": "oPSyUlSYr6Q",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/aot/source_2fps/oPSyUlSYr6Q__a57c9e2161c0/000293.jpg",
"media/frames/aot/source_2fps/oPSyUlSYr6Q_... | train | paper_mt_opd | 87 | null | vpmixed_20260516_full_comp | [
"et_instruct"
] | 64635d842b188936b37ab1e7b19675557cd6a55e1500b56c6a33761307dd2a82 | 559aead08264d5795d3909718cdd05abd49572e84fe55590eef31a88a08fdffd | {"annotation_meta":{"annotation_dir":"annotations/hier_v1/.","annotation_end_sec":206.167,"annotation_path":"annotations/hier_v1/oPSyUlSYr6Q.json","annotation_start_sec":0.0,"archetype":"tutorial","clip_duration_sec":206.167,"frame_dir":"provenance/annotation_inputs/hier_v1/frames/oPSyUlSYr6Q","global_phase_criterion":... |
vpmixed_20260516_full_comp:paper_mt_opd:train:88:6f31afd69619721e | sample_df716e2f7a101773bc27038e176aa587a5da77f828a102526f31afd69619721e | null | vpmixed_20260516_full_comp | et_instruct | [
"v_y0VZOcxbjRM"
] | boundary | temporal_seg_hier_L3_seg | video | 3 | no_cot | null | null | null | Watch the following video clip carefully:
<video>
You are given a 21s video clip, sampled at 1-2 fps.
Detect all fine-grained sub-actions in this clip using a SHOT-FIRST approach:
STEP 1 — IDENTIFY SHOT BOUNDARIES:
Scan for visual discontinuities — camera cuts, angle changes, or abrupt scene transitions. These are y... | [
{
"role": "user",
"content": "Watch the following video clip carefully:\n<video>\n\nYou are given a 21s video clip, sampled at 1-2 fps.\n\nDetect all fine-grained sub-actions in this clip using a SHOT-FIRST approach:\n\nSTEP 1 — IDENTIFY SHOT BOUNDARIES:\nScan for visual discontinuities — camera cuts, angle... | <events>[[0, 2], [5, 12], [13, 16]]</events> | temporal_intervals | historical_prompt_coordinate | [
{
"media_id": "media_9e15f9c1064b1803d68fba8a",
"source_dataset": "et_instruct",
"source_video_id": "v_y0VZOcxbjRM",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/seg/source_2fps/v_y0VZOcxbjRM__385ada4fbecb/000001.jpg",
"media/frames/seg/source_2fps/v_y0VZOc... | train | paper_mt_opd | 88 | hier_v1:et_instruct:v_y0VZOcxbjRM | vpmixed_20260516_full_comp | [
"et_instruct"
] | af789ed3bdbd20c300920ef472b2c468838141c509be1620b0659a7eafe9b822 | 90cd55a3a310b070723140f99d73acd5a42bcb11e7a2bbafc918db6ff84caa1a | {"archetype":"tutorial","clip_duration_sec":76.333,"clip_end_sec":21,"clip_key":"v_y0VZOcxbjRM","clip_offset_sec":0,"clip_start_sec":0,"domain_l1":"sports_outdoors","domain_l2":"other","event_end_sec":16,"event_start_sec":0,"experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"... |
vpmixed_20260516_full_comp:paper_mt_opd:train:89:6fd09513ee60eacf | sample_693de5e94d833d62f8c8a683cc676ced7274fc04c910bbba6fd09513ee60eacf | null | vpmixed_20260516_full_comp | et_instruct | [
"xZuLoR1hIsI",
"xZuLoR1hIsI",
"xZuLoR1hIsI",
"xZuLoR1hIsI"
] | relation | event_logic_sort | video | null | no_cot | null | null | null | The following 4 video clips show steps from a continuous process, but they are presented in a shuffled order.
Video Clips (shuffled order):
Clip 1: <video>
Clip 2: <video>
Clip 3: <video>
Clip 4: <video>
Determine the correct chronological order of these clips to reconstruct the original sequence.
For each clip, obse... | [
{
"role": "user",
"content": "The following 4 video clips show steps from a continuous process, but they are presented in a shuffled order.\nVideo Clips (shuffled order):\nClip 1: <video>\nClip 2: <video>\nClip 3: <video>\nClip 4: <video>\n\nDetermine the correct chronological order of these clips to recons... | 2143 | task_specific_string | null | [
{
"media_id": "media_2708ea7ce58f6a84d32ad1f9",
"source_dataset": "et_instruct",
"source_video_id": "xZuLoR1hIsI",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/logic/source_2fps/xZuLoR1hIsI__54dd6886514b/000185.jpg",
"media/frames/logic/source_2fps/xZuLoR1h... | train | paper_mt_opd | 89 | null | vpmixed_20260516_full_comp | [
"et_instruct"
] | b474a14626a4252276e3fc97bf8efc39d6ad00536e34b6a58fe210b58273eac2 | 21113a3f71a6ecda7311c6e8539d1c9bd9949d3e6f23fbf4bcc781f96b30083a | {"clip_key":"xZuLoR1hIsI","domain_l1":"engineering_maintenance","domain_l2":"auto_heavy_mechanical","experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"policy":"0:60:2.0,60:inf:1.0","rules":[{"fps":2.0,"max_sec":60.0,"min_sec":0.0},{"fps":1.0,"max_sec":null,"min_sec":60.0}],"... |
vpmixed_20260516_full_comp:paper_mt_opd:train:90:2e00808746c36eef | sample_83d266ce7ccf23876c0bc17a99ba830135204aaa357aac332e00808746c36eef | null | vpmixed_20260516_full_comp | et_instruct | [
"PzB4Z4HoTt8"
] | progression | seg_aot_event_v2t_3way | video | null | no_cot | null | null | null | <video>
Watch the video carefully.
Which numbered list correctly describes the temporal order of events visible in this video?
A.
1. The boy concludes the video, waving goodbye and giving a thumbs-up to the camera
2. The video ends with a static shot of the colorful Jell-O ornaments and a hand scooping green J... | [
{
"role": "user",
"content": "<video>\n\nWatch the video carefully.\n\nWhich numbered list correctly describes the temporal order of events visible in this video?\n\nA.\n 1. The boy concludes the video, waving goodbye and giving a thumbs-up to the camera\n 2. The video ends with a static shot of the col... | B | choice_letter | null | [
{
"media_id": "media_06e8191f27c6b807a54d027c",
"source_dataset": "et_instruct",
"source_video_id": "PzB4Z4HoTt8",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/aot/source_2fps/PzB4Z4HoTt8__538921f219cb/000227.jpg",
"media/frames/aot/source_2fps/PzB4Z4HoTt8_... | train | paper_mt_opd | 90 | hier_v1:et_instruct:PzB4Z4HoTt8 | vpmixed_20260516_full_comp | [
"et_instruct"
] | f0936b4ed2a0f1dcd15811f3d7e25179371c5f8cad4eb0f5d2955a5b12a262c8 | df7e70e5021544f4834bbee64a9e3789febc4be81470df629cad6ddb03320a5c | {"annotation_meta":{"annotation_dir":"annotations/hier_v1/.","annotation_end_sec":142.743,"annotation_path":"annotations/hier_v1/PzB4Z4HoTt8.json","annotation_start_sec":0.0,"archetype":"tutorial","clip_duration_sec":142.743,"frame_dir":"provenance/annotation_inputs/hier_v1/frames/PzB4Z4HoTt8","global_phase_criterion":... |
vpmixed_20260516_full_comp:paper_mt_opd:train:91:f7638d07a1d90c87 | sample_73a48793ca5ab79997f1cc53c31854ff08e7842e800625bef7638d07a1d90c87 | null | vpmixed_20260516_full_comp | et_instruct | [
"AlGC74ENV1s",
"AlGC74ENV1s",
"AlGC74ENV1s"
] | relation | event_logic_sort | video | null | no_cot | null | null | null | The following 3 video clips show steps from a continuous process, but they are presented in a shuffled order.
Video Clips (shuffled order):
Clip 1: <video>
Clip 2: <video>
Clip 3: <video>
Determine the correct chronological order of these clips to reconstruct the original sequence.
For each clip, observe the object s... | [
{
"role": "user",
"content": "The following 3 video clips show steps from a continuous process, but they are presented in a shuffled order.\nVideo Clips (shuffled order):\nClip 1: <video>\nClip 2: <video>\nClip 3: <video>\n\nDetermine the correct chronological order of these clips to reconstruct the origina... | 231 | task_specific_string | null | [
{
"media_id": "media_46f8897aed8b0791515b45dd",
"source_dataset": "et_instruct",
"source_video_id": "AlGC74ENV1s",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/logic/source_2fps/AlGC74ENV1s__ebf9fcad19a3/000195.jpg",
"media/frames/logic/source_2fps/AlGC74EN... | train | paper_mt_opd | 91 | null | vpmixed_20260516_full_comp | [
"et_instruct"
] | 4f8259a708b1b4e716e5e73b72b793bb54b0394def70c12b571b803a34e5a9c2 | 138d9e809e386a7b800791d1f664f56d1c55f3d1ba411b950862729bc486c5ce | {"clip_key":"AlGC74ENV1s","domain_l1":"culinary_food","domain_l2":"thermal_state_change","experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"policy":"0:60:2.0,60:inf:1.0","rules":[{"fps":2.0,"max_sec":60.0,"min_sec":0.0},{"fps":1.0,"max_sec":null,"min_sec":60.0}],"trusted_cac... |
vpmixed_20260516_full_comp:paper_mt_opd:train:92:26b140c0cc801c6d | sample_854bc5f180378f1b331dfda2a55d456e4c0585c082d41a5726b140c0cc801c6d | null | vpmixed_20260516_full_comp | et_instruct | [
"YS_nO79_7ws",
"YS_nO79_7ws"
] | progression | seg_aot_event_t2v_binary | video | null | no_cot | null | null | null | <video><video>
Here are two video clips (Clip A and Clip B).
The events below occurred in this exact order:
1. The mechanic uses a tool to open a split in the bicycle's rear triangle
2. A mechanic removes the rear wheel from a bicycle frame mounted on a stand
3. A title card reading 'INSTALLING THE BELT' is ... | [
{
"role": "user",
"content": "<video><video>\n\nHere are two video clips (Clip A and Clip B).\n\nThe events below occurred in this exact order:\n 1. The mechanic uses a tool to open a split in the bicycle's rear triangle\n 2. A mechanic removes the rear wheel from a bicycle frame mounted on a stand\n ... | A | choice_letter | null | [
{
"media_id": "media_a5478a5c20d24f622f36170d",
"source_dataset": "et_instruct",
"source_video_id": "YS_nO79_7ws",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/aot/source_2fps/YS_nO79_7ws__1fb4ff5fd650/000135.jpg",
"media/frames/aot/source_2fps/YS_nO79_7ws_... | train | paper_mt_opd | 92 | null | vpmixed_20260516_full_comp | [
"et_instruct"
] | f9d0318ab9edd9f2d3358ca4930b1ca2ada981118ca93e102cb2c2a87f94ed97 | 559aead08264d5795d3909718cdd05abd49572e84fe55590eef31a88a08fdffd | {"annotation_meta":{"annotation_dir":"annotations/hier_v1/.","annotation_end_sec":195.167,"annotation_path":"annotations/hier_v1/YS_nO79_7ws.json","annotation_start_sec":0.0,"archetype":"tutorial","clip_duration_sec":195.167,"frame_dir":"provenance/annotation_inputs/hier_v1/frames/YS_nO79_7ws","global_phase_criterion":... |
vpmixed_20260516_full_comp:paper_mt_opd:train:93:61f78db469e5687e | sample_52f7a72404dda4176b66e7521dc0a9f64dcfeef746b2536a61f78db469e5687e | null | vpmixed_20260516_full_comp | et_instruct | [
"NZfZuZIxmo4",
"NZfZuZIxmo4"
] | progression | seg_aot_action_t2v_binary | video | null | no_cot | null | null | null | <video><video>
Here are two video clips (Clip A and Clip B).
The paragraph below describes the observed temporal order of atomic actions in one clip:
First, A hand holds a clear phone case with flowers on a wooden surface. Then, The phone case is held and rotated against a white fluffy background. Next, A close-up sh... | [
{
"role": "user",
"content": "<video><video>\n\nHere are two video clips (Clip A and Clip B).\n\nThe paragraph below describes the observed temporal order of atomic actions in one clip:\nFirst, A hand holds a clear phone case with flowers on a wooden surface. Then, The phone case is held and rotated against... | B | choice_letter | null | [
{
"media_id": "media_9533cc8c60660b9422697cc1",
"source_dataset": "et_instruct",
"source_video_id": "NZfZuZIxmo4",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/aot/source_2fps/NZfZuZIxmo4__b59b1c39a057/000353.jpg",
"media/frames/aot/source_2fps/NZfZuZIxmo4_... | train | paper_mt_opd | 93 | null | vpmixed_20260516_full_comp | [
"et_instruct"
] | 0b0dbf9f14d760ed66d0d4c2445ddb26aebc65f28a9a487d0d190caeaac5068c | df7e70e5021544f4834bbee64a9e3789febc4be81470df629cad6ddb03320a5c | {"annotation_meta":{"annotation_dir":"annotations/hier_v1/.","annotation_end_sec":195.167,"annotation_path":"annotations/hier_v1/NZfZuZIxmo4.json","annotation_start_sec":0.0,"archetype":"tutorial","clip_duration_sec":195.167,"frame_dir":"provenance/annotation_inputs/hier_v1/frames/NZfZuZIxmo4","global_phase_criterion":... |
vpmixed_20260516_full_comp:paper_mt_opd:train:94:8b9f6ffb442f35d1 | sample_75cdeb5d1a0eb48a5f689fe6439ab1ecaf2109542ce5e8648b9f6ffb442f35d1 | f56Z2XsXtBs | vpmixed_20260516_full_comp | llava_video | [
"ytb_f56Z2XsXtBs"
] | mcq | llava_mcq | video | null | no_cot | null | null | null | <video>
Where does the video take place?
A. A beach
B. A park
C. A gym
D. A wooden boardwalk
Please respond with only the letter of the correct answer.
Provide your answer (a single letter) inside <answer></answer> tags. | [
{
"role": "user",
"content": "<video>\nWhere does the video take place?\nA. A beach\nB. A park\nC. A gym\nD. A wooden boardwalk\nPlease respond with only the letter of the correct answer.\n\nProvide your answer (a single letter) inside <answer></answer> tags."
}
] | D | choice_letter | null | [
{
"media_id": "media_ec42f58b6d82f6d7b1c5bdc4",
"source_dataset": "llava_video",
"source_video_id": "ytb_f56Z2XsXtBs",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/mcq/base_cache_2fps/ytb_f56Z2XsXtBs__10e5becfa334/000001.jpg",
"media/frames/mcq/base_cache_2... | train | paper_mt_opd | 94 | null | vpmixed_20260516_full_comp | [
"llava_video"
] | 1a4a71143706a889eeb8f7b17b51c4f5642702603c0ff338b63193e7cdabbd41 | 3f39d5c348e5b79d06e842c114e6cc571583bbf44e4b0ebfda1a01ec05745d43 | {"data_source":"30_60_s_youtube_v0_1","duration_bucket":"30_60_s","experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"policy":"0:60:2.0,60:inf:1.0","rules":[{"fps":2.0,"max_sec":60.0,"min_sec":0.0},{"fps":1.0,"max_sec":null,"min_sec":60.0}],"trusted_cache_roots":["media/frame... |
vpmixed_20260516_full_comp:paper_mt_opd:train:95:95315c06fbb40fda | sample_f390384cbdfe0f05acbafe22cd73e5d65b69963af1261f3395315c06fbb40fda | null | vpmixed_20260516_full_comp | et_instruct | [
"0aYy8lOU6JI",
"0aYy8lOU6JI",
"0aYy8lOU6JI",
"0aYy8lOU6JI"
] | relation | event_logic_sort | video | null | no_cot | null | null | null | The following 4 video clips show steps from a continuous process, but they are presented in a shuffled order.
Video Clips (shuffled order):
Clip 1: <video>
Clip 2: <video>
Clip 3: <video>
Clip 4: <video>
Determine the correct chronological order of these clips to reconstruct the original sequence.
For each clip, obse... | [
{
"role": "user",
"content": "The following 4 video clips show steps from a continuous process, but they are presented in a shuffled order.\nVideo Clips (shuffled order):\nClip 1: <video>\nClip 2: <video>\nClip 3: <video>\nClip 4: <video>\n\nDetermine the correct chronological order of these clips to recons... | 4213 | task_specific_string | null | [
{
"media_id": "media_4c6974436016b2d626344086",
"source_dataset": "et_instruct",
"source_video_id": "0aYy8lOU6JI",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/logic/source_2fps/0aYy8lOU6JI__5451a17d92a7/000159.jpg",
"media/frames/logic/source_2fps/0aYy8lOU... | train | paper_mt_opd | 95 | null | vpmixed_20260516_full_comp | [
"et_instruct"
] | b474a14626a4252276e3fc97bf8efc39d6ad00536e34b6a58fe210b58273eac2 | 28789a01958becdb8f9c4359d30b212017e6b864a91c88d62a921801d05024c5 | {"clip_key":"0aYy8lOU6JI","domain_l1":"culinary_food","domain_l2":"composition_assembly","experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"policy":"0:60:2.0,60:inf:1.0","rules":[{"fps":2.0,"max_sec":60.0,"min_sec":0.0},{"fps":1.0,"max_sec":null,"min_sec":60.0}],"trusted_cac... |
vpmixed_20260516_full_comp:paper_mt_opd:train:96:fdd93f2385f17b15 | sample_b1f4569308bcd8404cb68825e8a1530cfa408e3f4932adacfdd93f2385f17b15 | null | vpmixed_20260516_full_comp | et_instruct | [
"EAY3T4a-i4c"
] | boundary | temporal_seg_hier_L3_seg | video | 3 | no_cot | null | null | null | Watch the following video clip carefully:
<video>
You are given a 32s video clip, sampled at 1-2 fps.
Detect all fine-grained sub-actions in this clip using a SHOT-FIRST approach:
STEP 1 — IDENTIFY SHOT BOUNDARIES:
Scan for visual discontinuities — camera cuts, angle changes, or abrupt scene transitions. These are y... | [
{
"role": "user",
"content": "Watch the following video clip carefully:\n<video>\n\nYou are given a 32s video clip, sampled at 1-2 fps.\n\nDetect all fine-grained sub-actions in this clip using a SHOT-FIRST approach:\n\nSTEP 1 — IDENTIFY SHOT BOUNDARIES:\nScan for visual discontinuities — camera cuts, angle... | <events>[[5, 6], [7, 10], [11, 13], [14, 17], [18, 23], [25, 26]]</events> | temporal_intervals | historical_prompt_coordinate | [
{
"media_id": "media_dbd0b30f9419de6882b6fd93",
"source_dataset": "et_instruct",
"source_video_id": "EAY3T4a-i4c",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/seg/source_2fps/EAY3T4a-i4c__0064652c346f/000057.jpg",
"media/frames/seg/source_2fps/EAY3T4a-i4c_... | train | paper_mt_opd | 96 | hier_v1:et_instruct:EAY3T4a-i4c | vpmixed_20260516_full_comp | [
"et_instruct"
] | 89a1b3ad6da740eb0382a14b8202b300477d5fb9eae40357d5e80118aba2782d | fdde18677a168482e723b154df9a587d8b45eaebed10f691b9086bf284777c98 | {"archetype":"tutorial","clip_duration_sec":105.167,"clip_end_sec":60,"clip_key":"EAY3T4a-i4c","clip_offset_sec":28,"clip_start_sec":28,"domain_l1":"lifestyle_creation","domain_l2":"crafts_diy","event_end_sec":55,"event_start_sec":33,"experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_fra... |
vpmixed_20260516_full_comp:paper_mt_opd:train:97:55bac67fda71e8f3 | sample_d13c0cccd11a56e180a4b49ceecfcf1e6572383ccfd481da55bac67fda71e8f3 | null | vpmixed_20260516_full_comp | et_instruct | [
"v_3mlxwa9Ve5I",
"v_3mlxwa9Ve5I"
] | progression | seg_aot_action_t2v_binary | video | null | no_cot | null | null | null | <video><video>
Here are two video clips (Clip A and Clip B).
The paragraph below describes the observed temporal order of atomic actions in one clip:
First, man applies shaving lather to his face with a brush. Finally, man picks up shaving brush and loads it with lather.
Which clip (A or B) best matches this paragra... | [
{
"role": "user",
"content": "<video><video>\n\nHere are two video clips (Clip A and Clip B).\n\nThe paragraph below describes the observed temporal order of atomic actions in one clip:\nFirst, man applies shaving lather to his face with a brush. Finally, man picks up shaving brush and loads it with lather.... | A | choice_letter | null | [
{
"media_id": "media_9074cf278cbd817d1c628a0a",
"source_dataset": "et_instruct",
"source_video_id": "v_3mlxwa9Ve5I",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/aot/source_2fps/v_3mlxwa9Ve5I__4b5f0cfc80a6/000129.jpg",
"media/frames/aot/source_2fps/v_3mlxwa... | train | paper_mt_opd | 97 | null | vpmixed_20260516_full_comp | [
"et_instruct"
] | 89777ff653b0a3f357d0736e254e71d830819890c63c84c05784fd3d39d3eff0 | 559aead08264d5795d3909718cdd05abd49572e84fe55590eef31a88a08fdffd | {"annotation_meta":{"annotation_dir":"annotations/hier_v1/.","annotation_end_sec":110.5,"annotation_path":"annotations/hier_v1/v_3mlxwa9Ve5I.json","annotation_start_sec":0.0,"archetype":"tutorial","clip_duration_sec":110.5,"frame_dir":"provenance/annotation_inputs/hier_v1/frames/v_3mlxwa9Ve5I","global_phase_criterion":... |
vpmixed_20260516_full_comp:paper_mt_opd:train:98:e7bba6ee1b12b6e2 | sample_ffcbef76aaee490a7ae128b2d77d4846abd7fe86496af473e7bba6ee1b12b6e2 | null | vpmixed_20260516_full_comp | et_instruct | [
"D14kD_t-Njs"
] | boundary | temporal_seg_hier_L2 | video | 2 | no_cot | null | null | null | Watch the following video clip carefully:
<video>
You are given a 164s video clip (timestamps 0 to 164), sampled at 1-2 fps.
Detect all events in this clip using a SHOT-FIRST approach:
STEP 1 — IDENTIFY SHOTS:
Scan the clip for visual shot transitions — moments where the scene, camera angle, setting, or subject clea... | [
{
"role": "user",
"content": "Watch the following video clip carefully:\n<video>\n\nYou are given a 164s video clip (timestamps 0 to 164), sampled at 1-2 fps.\n\nDetect all events in this clip using a SHOT-FIRST approach:\n\nSTEP 1 — IDENTIFY SHOTS:\nScan the clip for visual shot transitions — moments where... | <events>[[0, 3], [3, 14], [14, 49], [49, 62], [62, 66], [66, 80], [80, 90], [90, 95], [95, 102], [102, 109], [109, 133], [133, 163], [163, 164]]</events> | temporal_intervals | historical_prompt_coordinate | [
{
"media_id": "media_bdd44e66f6b30583ee9ec0ea",
"source_dataset": "et_instruct",
"source_video_id": "D14kD_t-Njs",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/seg/source_2fps/D14kD_t-Njs__86c7f22f1881/000001.jpg",
"media/frames/seg/source_2fps/D14kD_t-Njs_... | train | paper_mt_opd | 98 | hier_v1:et_instruct:D14kD_t-Njs | vpmixed_20260516_full_comp | [
"et_instruct"
] | 7b5d2a697da55c3e3083d845c5003c4cf37255fc91602dd0594a3728037dc10d | b397e1d7b74360c0f5ac904557cc62800fba6c9f00d718dc38315249f7fabe42 | {"archetype":"tutorial","clip_duration_sec":164.667,"clip_key":"D14kD_t-Njs","domain_l1":"culinary_food","domain_l2":"composition_assembly","experiment_frame_sampling":{"implementation_version":"trusted_2fps_cache_v2","max_frames":256,"policy":"0:60:2.0,60:inf:1.0","rules":[{"fps":2.0,"max_sec":60.0,"min_sec":0.0},{"fp... |
vpmixed_20260516_full_comp:paper_mt_opd:train:99:28e3bfa32f44fece | sample_3e59d7294f0a991d4e9c342c580909470fdf4ba6431e71eb28e3bfa32f44fece | null | vpmixed_20260516_full_comp | et_instruct | [
"mpDnD5Pp90I",
"mpDnD5Pp90I"
] | progression | seg_aot_action_t2v_binary | video | null | no_cot | null | null | null | <video><video>
Here are two video clips (Clip A and Clip B).
The paragraph below describes the observed temporal order of atomic actions in one clip:
First, A man in a suit speaks while sitting in the driver's seat. Then, A woman in a headscarf speaks while sitting in a car. Next, The woman winces and then opens her ... | [
{
"role": "user",
"content": "<video><video>\n\nHere are two video clips (Clip A and Clip B).\n\nThe paragraph below describes the observed temporal order of atomic actions in one clip:\nFirst, A man in a suit speaks while sitting in the driver's seat. Then, A woman in a headscarf speaks while sitting in a ... | B | choice_letter | null | [
{
"media_id": "media_77d4c869e6b796189a1abc01",
"source_dataset": "et_instruct",
"source_video_id": "mpDnD5Pp90I",
"kind": "frames",
"video_path": null,
"frame_keys": [
"media/frames/aot/source_2fps/mpDnD5Pp90I__206c1e24c92c/000023.jpg",
"media/frames/aot/source_2fps/mpDnD5Pp90I_... | train | paper_mt_opd | 99 | null | vpmixed_20260516_full_comp | [
"et_instruct"
] | 4193f1d09a5012858abb561af7ebe480433247cb4b62b43c09b3e4a758f4e44f | df7e70e5021544f4834bbee64a9e3789febc4be81470df629cad6ddb03320a5c | {"annotation_meta":{"annotation_dir":"annotations/hier_v1/.","annotation_end_sec":163.667,"annotation_path":"annotations/hier_v1/mpDnD5Pp90I.json","annotation_start_sec":0.0,"archetype":"tutorial","clip_duration_sec":163.667,"frame_dir":"provenance/annotation_inputs/hier_v1/frames/mpDnD5Pp90I","global_phase_criterion":... |
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