OmniVBench: A Benchmark and Large-Scale Dataset for Omni Reference-to-Video Generation
Paper • 2609.22069 • Published • 38
id string | variant string | source dict | initial_setup string | global_constraints list | duration_seconds int64 | shot_plan list | title_zh string | provenance unknown | story_prompt string | generation_prompt string | reference_inputs list | rubric list | tags unknown | split string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
vbstory-00e7684c0e15 | expanded_story | {
"dataset": "VBench-original-T2V",
"id": "vbstory-00e7684c0e15",
"prompt_en": "alley",
"record_indices_zero_based": [
776
],
"dimensions": [
"background_consistency",
"scene"
],
"auxiliary_info": {
"scene": {
"scene": {
"scene": "alley"
}
}
},
"group_id": "vg... | An adult courier enters a narrow alley carrying a small parcel toward a closed blue door. | [
"Keep the same named participants and key props across shots; preserve their stated appearance and identity.",
"Preserve established object ownership, contents and physical state unless a declared action changes them; maintain coherent scene geography."
] | 24 | [
{
"shot_index": 0,
"duration_seconds": 8,
"action": "The courier walks through the alley and stops at the blue door.",
"event_id": "e1",
"preconditions": {
"parcel.holder": "courier at alley entrance"
},
"postconditions": {
"parcel.holder": "courier at blue door"
},
"... | null | {
"origin": "assistant_authored_from_vbench",
"status": "complete_draft",
"human_validated": false,
"video_validated": false,
"pilot_format_accepted": false,
"note": "Format approval is not individual video-quality or annotation validation."
} | An adult courier enters a narrow alley carrying a small parcel toward a closed blue door. Keep the same named participants and key props across shots; preserve their stated appearance and identity. Preserve established object ownership, contents and physical state unless a declared action changes them; maintain coheren... | An adult courier enters a narrow alley carrying a small parcel toward a closed blue door. Keep the same named participants and key props across shots; preserve their stated appearance and identity. Preserve established object ownership, contents and physical state unless a declared action changes them; maintain coheren... | [] | [
{
"id": "vbstory-00e7684c0e15.event1",
"category": "event_completion",
"shot_indices": [
0
],
"critical": true,
"requirement": "The courier walks through the alley and stops at the blue door.",
"pass_condition": "All stated actions and qualifiers visibly occur with the specified ac... | {
"shot_count": 3,
"difficulty": "medium",
"source_dimensions": [
"background_consistency",
"scene"
],
"difficulty_note": "Authored complexity label; uncalibrated against H3 success rates."
} | train |
vbstory-00f794521aff | expanded_story | {
"dataset": "VBench-original-T2V",
"id": "vbstory-00f794521aff",
"prompt_en": "A person is sharpening knives",
"record_indices_zero_based": [
202
],
"dimensions": [
"human_action"
],
"auxiliary_info": {},
"group_id": "vg-572aad9f8bfe45"
} | A cook stands at a counter with a dull kitchen knife, a sharpening steel and a tomato. | [
"Keep the same named participants and key props across shots; preserve their stated appearance and identity.",
"Preserve established object ownership, contents and physical state unless a declared action changes them; maintain coherent scene geography."
] | 24 | [
{
"shot_index": 0,
"duration_seconds": 8,
"action": "The cook picks up the knife and draws its edge along the sharpening steel.",
"event_id": "e1",
"preconditions": {
"knife.position": "on counter"
},
"postconditions": {
"knife.position": "being sharpened"
},
"prompt"... | null | {
"origin": "assistant_authored_from_vbench",
"status": "complete_draft",
"human_validated": false,
"video_validated": false,
"pilot_format_accepted": false,
"note": "Format approval is not individual video-quality or annotation validation."
} | A cook stands at a counter with a dull kitchen knife, a sharpening steel and a tomato. Keep the same named participants and key props across shots; preserve their stated appearance and identity. Preserve established object ownership, contents and physical state unless a declared action changes them; maintain coherent s... | A cook stands at a counter with a dull kitchen knife, a sharpening steel and a tomato. Keep the same named participants and key props across shots; preserve their stated appearance and identity. Preserve established object ownership, contents and physical state unless a declared action changes them; maintain coherent s... | [] | [
{
"id": "vbstory-00f794521aff.event1",
"category": "event_completion",
"shot_indices": [
0
],
"critical": true,
"requirement": "The cook picks up the knife and draws its edge along the sharpening steel.",
"pass_condition": "All stated actions and qualifiers visibly occur with the s... | {
"shot_count": 3,
"difficulty": "medium",
"source_dimensions": [
"human_action"
],
"difficulty_note": "Authored complexity label; uncalibrated against H3 success rates."
} | train |
vbstory-0139638a5463 | expanded_story | {
"dataset": "VBench-original-T2V",
"id": "vbstory-0139638a5463",
"prompt_en": "art gallery",
"record_indices_zero_based": [
780
],
"dimensions": [
"background_consistency",
"scene"
],
"auxiliary_info": {
"scene": {
"scene": {
"scene": "art gallery"
}
}
},
"gr... | In an art gallery, a visitor in a purple coat stands before a large blue abstract painting; a red sculpture on a white pedestal is visible farther along the same wall. | [
"The visitor keeps the purple coat.",
"The blue painting, red sculpture and their relative positions remain unchanged."
] | 18 | [
{
"shot_index": 0,
"duration_seconds": 6,
"action": "The visitor walks from the blue painting to the red sculpture and stops beside its white pedestal.",
"event_id": "e1",
"preconditions": {
"visitor.location": "at blue painting"
},
"postconditions": {
"visitor.location": "at... | 展馆返回 | {
"origin": "assistant_authored_from_vbench",
"status": "complete_draft",
"human_validated": false,
"video_validated": false,
"pilot_format_accepted": true,
"note": "Format approval is not individual video-quality or annotation validation."
} | In an art gallery, a visitor in a purple coat stands before a large blue abstract painting; a red sculpture on a white pedestal is visible farther along the same wall. The visitor keeps the purple coat. The blue painting, red sculpture and their relative positions remain unchanged. Tell this story in 3 ordered shots, a... | In an art gallery, a visitor in a purple coat stands before a large blue abstract painting; a red sculpture on a white pedestal is visible farther along the same wall. The visitor keeps the purple coat. The blue painting, red sculpture and their relative positions remain unchanged. Tell this story in 3 ordered shots, a... | [] | [
{
"id": "vbstory-0139638a5463.event1",
"category": "event_completion",
"shot_indices": [
0
],
"critical": true,
"requirement": "The visitor walks from the blue painting to the red sculpture and stops beside its white pedestal.",
"pass_condition": "All stated actions and qualifiers ... | {
"shot_count": 3,
"difficulty": "medium",
"source_dimensions": [
"background_consistency",
"scene"
],
"difficulty_note": "Authored complexity label; uncalibrated against H3 success rates."
} | train |
vbstory-013a582e290c | expanded_story | {
"dataset": "VBench-original-T2V",
"id": "vbstory-013a582e290c",
"prompt_en": "a red umbrella",
"record_indices_zero_based": [
439
],
"dimensions": [
"color"
],
"auxiliary_info": {
"color": {
"color": "red"
}
},
"group_id": "vg-2974744982f08b"
} | An adult in a navy raincoat stands outside a cafe holding an open red umbrella as rain falls. | [
"The adult keeps the navy raincoat and the umbrella stays red.",
"The cafe entrance remains the same."
] | 18 | [
{
"shot_index": 0,
"duration_seconds": 6,
"action": "The adult walks under the cafe awning while keeping the red umbrella open.",
"event_id": "e1",
"preconditions": {
"umbrella.state": "open above adult"
},
"postconditions": {
"umbrella.state": "open above adult"
},
"... | 红伞收合 | {
"origin": "assistant_authored_from_vbench",
"status": "complete_draft",
"human_validated": false,
"video_validated": false,
"pilot_format_accepted": true,
"note": "Format approval is not individual video-quality or annotation validation."
} | An adult in a navy raincoat stands outside a cafe holding an open red umbrella as rain falls. The adult keeps the navy raincoat and the umbrella stays red. The cafe entrance remains the same. Tell this story in 3 ordered shots, approximately 6 seconds each. Shot 1: The adult walks under the cafe awning while keeping th... | An adult in a navy raincoat stands outside a cafe holding an open red umbrella as rain falls. The adult keeps the navy raincoat and the umbrella stays red. The cafe entrance remains the same. Tell this story in 3 ordered shots, approximately 6 seconds each. Shot 1: The adult walks under the cafe awning while keeping th... | [] | [
{
"id": "vbstory-013a582e290c.event1",
"category": "event_completion",
"shot_indices": [
0
],
"critical": true,
"requirement": "The adult walks under the cafe awning while keeping the red umbrella open.",
"pass_condition": "All stated actions and qualifiers visibly occur with the s... | {
"shot_count": 3,
"difficulty": "medium",
"source_dimensions": [
"color"
],
"difficulty_note": "Authored complexity label; uncalibrated against H3 success rates."
} | train |
vbstory-02f8bdbdb8ba | expanded_story | {
"dataset": "VBench-original-T2V",
"id": "vbstory-02f8bdbdb8ba",
"prompt_en": "a boat slowing down to stop",
"record_indices_zero_based": [
293
],
"dimensions": [
"dynamic_degree",
"motion_smoothness",
"subject_consistency"
],
"auxiliary_info": {},
"group_id": "vg-25a7d67f09d7a0"
} | A small motorboat approaches a floating dock on calm water. | [
"Keep the same named participants and key props across shots; preserve their stated appearance and identity.",
"Preserve established object ownership, contents and physical state unless a declared action changes them; maintain coherent scene geography."
] | 24 | [
{
"shot_index": 0,
"duration_seconds": 8,
"action": "The helmsman reduces power and the boat's wake diminishes.",
"event_id": "e1",
"preconditions": {
"boat.motion": "moving toward dock"
},
"postconditions": {
"boat.motion": "slowing"
},
"prompt": "The helmsman reduce... | null | {
"origin": "assistant_authored_from_vbench",
"status": "complete_draft",
"human_validated": false,
"video_validated": false,
"pilot_format_accepted": false,
"note": "Format approval is not individual video-quality or annotation validation."
} | A small motorboat approaches a floating dock on calm water. Keep the same named participants and key props across shots; preserve their stated appearance and identity. Preserve established object ownership, contents and physical state unless a declared action changes them; maintain coherent scene geography. Tell this s... | A small motorboat approaches a floating dock on calm water. Keep the same named participants and key props across shots; preserve their stated appearance and identity. Preserve established object ownership, contents and physical state unless a declared action changes them; maintain coherent scene geography. Tell this s... | [] | [
{
"id": "vbstory-02f8bdbdb8ba.event1",
"category": "event_completion",
"shot_indices": [
0
],
"critical": true,
"requirement": "The helmsman reduces power and the boat's wake diminishes.",
"pass_condition": "All stated actions and qualifiers visibly occur with the specified actor a... | {
"shot_count": 3,
"difficulty": "medium",
"source_dimensions": [
"dynamic_degree",
"motion_smoothness",
"subject_consistency"
],
"difficulty_note": "Authored complexity label; uncalibrated against H3 success rates."
} | train |
vbstory-064bf7235ebe | expanded_story | {
"dataset": "VBench-original-T2V",
"id": "vbstory-064bf7235ebe",
"prompt_en": "A person is filling eyebrows",
"record_indices_zero_based": [
190
],
"dimensions": [
"human_action"
],
"auxiliary_info": {},
"group_id": "vg-829dfcd84f933d"
} | An adult sits at a mirror with an eyebrow pencil and one visibly unfinished eyebrow. | [
"Keep the same named participants and key props across shots; preserve their stated appearance and identity.",
"Preserve established object ownership, contents and physical state unless a declared action changes them; maintain coherent scene geography."
] | 24 | [
{
"shot_index": 0,
"duration_seconds": 8,
"action": "The adult brings the eyebrow pencil to the unfinished eyebrow and adds short strokes.",
"event_id": "e1",
"preconditions": {
"eyebrow.state": "partly filled"
},
"postconditions": {
"eyebrow.state": "filled with pencil strok... | null | {
"origin": "assistant_authored_from_vbench",
"status": "complete_draft",
"human_validated": false,
"video_validated": false,
"pilot_format_accepted": false,
"note": "Format approval is not individual video-quality or annotation validation."
} | An adult sits at a mirror with an eyebrow pencil and one visibly unfinished eyebrow. Keep the same named participants and key props across shots; preserve their stated appearance and identity. Preserve established object ownership, contents and physical state unless a declared action changes them; maintain coherent sce... | An adult sits at a mirror with an eyebrow pencil and one visibly unfinished eyebrow. Keep the same named participants and key props across shots; preserve their stated appearance and identity. Preserve established object ownership, contents and physical state unless a declared action changes them; maintain coherent sce... | [] | [
{
"id": "vbstory-064bf7235ebe.event1",
"category": "event_completion",
"shot_indices": [
0
],
"critical": true,
"requirement": "The adult brings the eyebrow pencil to the unfinished eyebrow and adds short strokes.",
"pass_condition": "All stated actions and qualifiers visibly occur... | {
"shot_count": 3,
"difficulty": "medium",
"source_dimensions": [
"human_action"
],
"difficulty_note": "Authored complexity label; uncalibrated against H3 success rates."
} | train |
vbstory-06dbd47ef9d4 | expanded_story | {
"dataset": "VBench-original-T2V",
"id": "vbstory-06dbd47ef9d4",
"prompt_en": "a vase and scissors",
"record_indices_zero_based": [
100
],
"dimensions": [
"multiple_objects"
],
"auxiliary_info": {
"multiple_objects": {
"object": "vase and scissors"
}
},
"group_id": "vg-f7f981b... | A florist in a blue shirt stands at a table with an empty clear vase, red-handled scissors and one long-stemmed white flower lying beside it. | [
"The clear vase, red-handled scissors and white flower retain their appearances.",
"The florist remains at the same worktable."
] | 18 | [
{
"shot_index": 0,
"duration_seconds": 6,
"action": "The florist lifts the white flower and holds its long stem over the table next to the vase.",
"event_id": "e1",
"preconditions": {
"flower.state": "long stem on table"
},
"postconditions": {
"flower.state": "long stem held ... | 剪花入瓶 | {
"origin": "assistant_authored_from_vbench",
"status": "complete_draft",
"human_validated": false,
"video_validated": false,
"pilot_format_accepted": true,
"note": "Format approval is not individual video-quality or annotation validation."
} | A florist in a blue shirt stands at a table with an empty clear vase, red-handled scissors and one long-stemmed white flower lying beside it. The clear vase, red-handled scissors and white flower retain their appearances. The florist remains at the same worktable. Tell this story in 3 ordered shots, approximately 6 sec... | A florist in a blue shirt stands at a table with an empty clear vase, red-handled scissors and one long-stemmed white flower lying beside it. The clear vase, red-handled scissors and white flower retain their appearances. The florist remains at the same worktable. Tell this story in 3 ordered shots, approximately 6 sec... | [] | [
{
"id": "vbstory-06dbd47ef9d4.event1",
"category": "event_completion",
"shot_indices": [
0
],
"critical": true,
"requirement": "The florist lifts the white flower and holds its long stem over the table next to the vase.",
"pass_condition": "All stated actions and qualifiers visibly... | {
"shot_count": 3,
"difficulty": "medium",
"source_dimensions": [
"multiple_objects"
],
"difficulty_note": "Authored complexity label; uncalibrated against H3 success rates."
} | train |
vbstory-090a3f475885 | expanded_story | {
"dataset": "VBench-original-T2V",
"id": "vbstory-090a3f475885",
"prompt_en": "A person is massaging legs",
"record_indices_zero_based": [
225
],
"dimensions": [
"human_action"
],
"auxiliary_info": {},
"group_id": "vg-e9046fe08380aa"
} | An adult runner sits on a bench with one calf exposed and a towel on the lap. | [
"Keep the same named participants and key props across shots; preserve their stated appearance and identity.",
"Preserve established object ownership, contents and physical state unless a declared action changes them; maintain coherent scene geography."
] | 24 | [
{
"shot_index": 0,
"duration_seconds": 8,
"action": "The runner massages the exposed calf with both hands.",
"event_id": "e1",
"preconditions": {
"runner.action": "seated resting"
},
"postconditions": {
"runner.action": "massaging calf"
},
"prompt": "The runner massag... | null | {
"origin": "assistant_authored_from_vbench",
"status": "complete_draft",
"human_validated": false,
"video_validated": false,
"pilot_format_accepted": false,
"note": "Format approval is not individual video-quality or annotation validation."
} | An adult runner sits on a bench with one calf exposed and a towel on the lap. Keep the same named participants and key props across shots; preserve their stated appearance and identity. Preserve established object ownership, contents and physical state unless a declared action changes them; maintain coherent scene geog... | An adult runner sits on a bench with one calf exposed and a towel on the lap. Keep the same named participants and key props across shots; preserve their stated appearance and identity. Preserve established object ownership, contents and physical state unless a declared action changes them; maintain coherent scene geog... | [] | [
{
"id": "vbstory-090a3f475885.event1",
"category": "event_completion",
"shot_indices": [
0
],
"critical": true,
"requirement": "The runner massages the exposed calf with both hands.",
"pass_condition": "All stated actions and qualifiers visibly occur with the specified actor and ob... | {
"shot_count": 3,
"difficulty": "medium",
"source_dimensions": [
"human_action"
],
"difficulty_note": "Authored complexity label; uncalibrated against H3 success rates."
} | train |
vbstory-0e61e1a17c3b | expanded_story | {
"dataset": "VBench-original-T2V",
"id": "vbstory-0e61e1a17c3b",
"prompt_en": "a person washing the dishes",
"record_indices_zero_based": [
259
],
"dimensions": [
"dynamic_degree",
"motion_smoothness",
"subject_consistency"
],
"auxiliary_info": {},
"group_id": "vg-dc754e406a02e5"
} | An adult in a white shirt stands at a sink with one visibly food-stained white plate, a sponge and an empty drying rack. | [
"The adult keeps the white shirt.",
"The same white plate moves from sink to rack."
] | 18 | [
{
"shot_index": 0,
"duration_seconds": 6,
"action": "The adult scrubs the stained white plate with the sponge, covering the stained surface with suds.",
"event_id": "e1",
"preconditions": {
"plate.state": "food-stained at sink"
},
"postconditions": {
"plate.state": "soapy at ... | 洗碗上架 | {
"origin": "assistant_authored_from_vbench",
"status": "complete_draft",
"human_validated": false,
"video_validated": false,
"pilot_format_accepted": true,
"note": "Format approval is not individual video-quality or annotation validation."
} | An adult in a white shirt stands at a sink with one visibly food-stained white plate, a sponge and an empty drying rack. The adult keeps the white shirt. The same white plate moves from sink to rack. Tell this story in 3 ordered shots, approximately 6 seconds each. Shot 1: The adult scrubs the stained white plate with ... | An adult in a white shirt stands at a sink with one visibly food-stained white plate, a sponge and an empty drying rack. The adult keeps the white shirt. The same white plate moves from sink to rack. Tell this story in 3 ordered shots, approximately 6 seconds each. Shot 1: The adult scrubs the stained white plate with ... | [] | [
{
"id": "vbstory-0e61e1a17c3b.event1",
"category": "event_completion",
"shot_indices": [
0
],
"critical": true,
"requirement": "The adult scrubs the stained white plate with the sponge, covering the stained surface with suds.",
"pass_condition": "All stated actions and qualifiers v... | {
"shot_count": 3,
"difficulty": "medium",
"source_dimensions": [
"dynamic_degree",
"motion_smoothness",
"subject_consistency"
],
"difficulty_note": "Authored complexity label; uncalibrated against H3 success rates."
} | train |
vbstory-0f30b524ecd6 | expanded_story | {
"dataset": "VBench-original-T2V",
"id": "vbstory-0f30b524ecd6",
"prompt_en": "a zebra taking a peaceful walk",
"record_indices_zero_based": [
325
],
"dimensions": [
"dynamic_degree",
"motion_smoothness",
"subject_consistency"
],
"auxiliary_info": {},
"group_id": "vg-c2bcbe7d91f946"
} | A zebra stands on a dusty track beside a large termite mound. | [
"Keep the same named participants and key props across shots; preserve their stated appearance and identity.",
"Preserve established object ownership, contents and physical state unless a declared action changes them; maintain coherent scene geography."
] | 24 | [
{
"shot_index": 0,
"duration_seconds": 8,
"action": "The zebra walks peacefully away from the mound along the track.",
"event_id": "e1",
"preconditions": {
"zebra.position": "beside mound"
},
"postconditions": {
"zebra.position": "along track"
},
"prompt": "The zebra ... | null | {
"origin": "assistant_authored_from_vbench",
"status": "complete_draft",
"human_validated": false,
"video_validated": false,
"pilot_format_accepted": false,
"note": "Format approval is not individual video-quality or annotation validation."
} | A zebra stands on a dusty track beside a large termite mound. Keep the same named participants and key props across shots; preserve their stated appearance and identity. Preserve established object ownership, contents and physical state unless a declared action changes them; maintain coherent scene geography. Tell this... | A zebra stands on a dusty track beside a large termite mound. Keep the same named participants and key props across shots; preserve their stated appearance and identity. Preserve established object ownership, contents and physical state unless a declared action changes them; maintain coherent scene geography. Tell this... | [] | [
{
"id": "vbstory-0f30b524ecd6.event1",
"category": "event_completion",
"shot_indices": [
0
],
"critical": true,
"requirement": "The zebra walks peacefully away from the mound along the track.",
"pass_condition": "All stated actions and qualifiers visibly occur with the specified ac... | {
"shot_count": 3,
"difficulty": "medium",
"source_dimensions": [
"dynamic_degree",
"motion_smoothness",
"subject_consistency"
],
"difficulty_note": "Authored complexity label; uncalibrated against H3 success rates."
} | train |
vbstory-0f345bd37c4d | expanded_story | {
"dataset": "VBench-original-T2V",
"id": "vbstory-0f345bd37c4d",
"prompt_en": "indoor museum",
"record_indices_zero_based": [
831
],
"dimensions": [
"background_consistency",
"scene"
],
"auxiliary_info": {
"scene": {
"scene": {
"scene": "indoor museum"
}
}
},
... | In an indoor museum, a curator stands beside a closed display case holding a small ceramic bowl. | [
"Keep the same named participants and key props across shots; preserve their stated appearance and identity.",
"Preserve established object ownership, contents and physical state unless a declared action changes them; maintain coherent scene geography."
] | 24 | [
{
"shot_index": 0,
"duration_seconds": 8,
"action": "The curator opens the display case and places the bowl on a stand inside.",
"event_id": "e1",
"preconditions": {
"bowl.position": "curator hands"
},
"postconditions": {
"bowl.position": "inside open case"
},
"prompt... | null | {
"origin": "assistant_authored_from_vbench",
"status": "complete_draft",
"human_validated": false,
"video_validated": false,
"pilot_format_accepted": false,
"note": "Format approval is not individual video-quality or annotation validation."
} | In an indoor museum, a curator stands beside a closed display case holding a small ceramic bowl. Keep the same named participants and key props across shots; preserve their stated appearance and identity. Preserve established object ownership, contents and physical state unless a declared action changes them; maintain ... | In an indoor museum, a curator stands beside a closed display case holding a small ceramic bowl. Keep the same named participants and key props across shots; preserve their stated appearance and identity. Preserve established object ownership, contents and physical state unless a declared action changes them; maintain ... | [] | [
{
"id": "vbstory-0f345bd37c4d.event1",
"category": "event_completion",
"shot_indices": [
0
],
"critical": true,
"requirement": "The curator opens the display case and places the bowl on a stand inside.",
"pass_condition": "All stated actions and qualifiers visibly occur with the sp... | {
"shot_count": 3,
"difficulty": "medium",
"source_dimensions": [
"background_consistency",
"scene"
],
"difficulty_note": "Authored complexity label; uncalibrated against H3 success rates."
} | train |
vbstory-1367ae5bfc2b | expanded_story | {
"dataset": "VBench-original-T2V",
"id": "vbstory-1367ae5bfc2b",
"prompt_en": "A person is dunking basketball",
"record_indices_zero_based": [
170
],
"dimensions": [
"human_action"
],
"auxiliary_info": {},
"group_id": "vg-e8e79be7be0b4c"
} | A basketball player in a blue jersey holds one ball near an empty hoop. | [
"Keep the same named participants and key props across shots; preserve their stated appearance and identity.",
"Preserve established object ownership, contents and physical state unless a declared action changes them; maintain coherent scene geography."
] | 24 | [
{
"shot_index": 0,
"duration_seconds": 8,
"action": "The player dribbles toward the hoop.",
"event_id": "e1",
"preconditions": {
"ball.position": "player hands"
},
"postconditions": {
"ball.position": "dribbling near hoop"
},
"prompt": "The player dribbles toward the ... | null | {
"origin": "assistant_authored_from_vbench",
"status": "complete_draft",
"human_validated": false,
"video_validated": false,
"pilot_format_accepted": false,
"note": "Format approval is not individual video-quality or annotation validation."
} | A basketball player in a blue jersey holds one ball near an empty hoop. Keep the same named participants and key props across shots; preserve their stated appearance and identity. Preserve established object ownership, contents and physical state unless a declared action changes them; maintain coherent scene geography.... | A basketball player in a blue jersey holds one ball near an empty hoop. Keep the same named participants and key props across shots; preserve their stated appearance and identity. Preserve established object ownership, contents and physical state unless a declared action changes them; maintain coherent scene geography.... | [] | [
{
"id": "vbstory-1367ae5bfc2b.event1",
"category": "event_completion",
"shot_indices": [
0
],
"critical": true,
"requirement": "The player dribbles toward the hoop.",
"pass_condition": "All stated actions and qualifiers visibly occur with the specified actor and object. A final-sta... | {
"shot_count": 3,
"difficulty": "medium",
"source_dimensions": [
"human_action"
],
"difficulty_note": "Authored complexity label; uncalibrated against H3 success rates."
} | train |
vbstory-13c130521ed7 | expanded_story | {
"dataset": "VBench-original-T2V",
"id": "vbstory-13c130521ed7",
"prompt_en": "A person is shooting goal (soccer)",
"record_indices_zero_based": [
175
],
"dimensions": [
"human_action"
],
"auxiliary_info": {},
"group_id": "vg-156b33dd6526fa"
} | A soccer player stands behind a ball outside the penalty area of an empty goal. | [
"Keep the same named participants and key props across shots; preserve their stated appearance and identity.",
"Preserve established object ownership, contents and physical state unless a declared action changes them; maintain coherent scene geography."
] | 24 | [
{
"shot_index": 0,
"duration_seconds": 8,
"action": "The player takes a short run toward the ball.",
"event_id": "e1",
"preconditions": {
"ball.position": "on grass before goal"
},
"postconditions": {
"ball.position": "still on grass"
},
"prompt": "The player takes a ... | null | {
"origin": "assistant_authored_from_vbench",
"status": "complete_draft",
"human_validated": false,
"video_validated": false,
"pilot_format_accepted": false,
"note": "Format approval is not individual video-quality or annotation validation."
} | A soccer player stands behind a ball outside the penalty area of an empty goal. Keep the same named participants and key props across shots; preserve their stated appearance and identity. Preserve established object ownership, contents and physical state unless a declared action changes them; maintain coherent scene ge... | A soccer player stands behind a ball outside the penalty area of an empty goal. Keep the same named participants and key props across shots; preserve their stated appearance and identity. Preserve established object ownership, contents and physical state unless a declared action changes them; maintain coherent scene ge... | [] | [
{
"id": "vbstory-13c130521ed7.event1",
"category": "event_completion",
"shot_indices": [
0
],
"critical": true,
"requirement": "The player takes a short run toward the ball.",
"pass_condition": "All stated actions and qualifiers visibly occur with the specified actor and object. A ... | {
"shot_count": 3,
"difficulty": "medium",
"source_dimensions": [
"human_action"
],
"difficulty_note": "Authored complexity label; uncalibrated against H3 success rates."
} | train |
vbstory-146c880003df | expanded_story | {
"dataset": "VBench-original-T2V",
"id": "vbstory-146c880003df",
"prompt_en": "A person is flying kite",
"record_indices_zero_based": [
189
],
"dimensions": [
"human_action"
],
"auxiliary_info": {},
"group_id": "vg-c5442664baeed5"
} | An adult in a striped shirt stands in a field holding a kite reel, with a red diamond-shaped kite resting on the grass and its line attached. | [
"The adult keeps the striped shirt and the kite stays red and diamond-shaped.",
"The reel and kite remain connected by a line."
] | 18 | [
{
"shot_index": 0,
"duration_seconds": 6,
"action": "The adult takes up slack with the reel and begins moving as the red kite lifts just above the grass.",
"event_id": "e1",
"preconditions": {
"kite.position": "resting on grass"
},
"postconditions": {
"kite.position": "lifted... | 风筝起飞 | {
"origin": "assistant_authored_from_vbench",
"status": "complete_draft",
"human_validated": false,
"video_validated": false,
"pilot_format_accepted": true,
"note": "Format approval is not individual video-quality or annotation validation."
} | An adult in a striped shirt stands in a field holding a kite reel, with a red diamond-shaped kite resting on the grass and its line attached. The adult keeps the striped shirt and the kite stays red and diamond-shaped. The reel and kite remain connected by a line. Tell this story in 3 ordered shots, approximately 6 sec... | An adult in a striped shirt stands in a field holding a kite reel, with a red diamond-shaped kite resting on the grass and its line attached. The adult keeps the striped shirt and the kite stays red and diamond-shaped. The reel and kite remain connected by a line. Tell this story in 3 ordered shots, approximately 6 sec... | [] | [
{
"id": "vbstory-146c880003df.event1",
"category": "event_completion",
"shot_indices": [
0
],
"critical": true,
"requirement": "The adult takes up slack with the reel and begins moving as the red kite lifts just above the grass.",
"pass_condition": "All stated actions and qualifier... | {
"shot_count": 3,
"difficulty": "medium",
"source_dimensions": [
"human_action"
],
"difficulty_note": "Authored complexity label; uncalibrated against H3 success rates."
} | train |
vbstory-15e51c5b9726 | expanded_story | {
"dataset": "VBench-original-T2V",
"id": "vbstory-15e51c5b9726",
"prompt_en": "a dog enjoying a peaceful walk",
"record_indices_zero_based": [
302
],
"dimensions": [
"dynamic_degree",
"motion_smoothness",
"subject_consistency"
],
"auxiliary_info": {},
"group_id": "vg-2a0c14a8bf6fff"
} | A brown dog on a loose leash walks beside an adult along a quiet path. | [
"Keep the same named participants and key props across shots; preserve their stated appearance and identity.",
"Preserve established object ownership, contents and physical state unless a declared action changes them; maintain coherent scene geography."
] | 24 | [
{
"shot_index": 0,
"duration_seconds": 8,
"action": "The dog walks peacefully to a park bench with the adult.",
"event_id": "e1",
"preconditions": {
"dog.position": "walking beside adult"
},
"postconditions": {
"dog.position": "beside bench"
},
"prompt": "The dog walk... | null | {
"origin": "assistant_authored_from_vbench",
"status": "complete_draft",
"human_validated": false,
"video_validated": false,
"pilot_format_accepted": false,
"note": "Format approval is not individual video-quality or annotation validation."
} | A brown dog on a loose leash walks beside an adult along a quiet path. Keep the same named participants and key props across shots; preserve their stated appearance and identity. Preserve established object ownership, contents and physical state unless a declared action changes them; maintain coherent scene geography. ... | A brown dog on a loose leash walks beside an adult along a quiet path. Keep the same named participants and key props across shots; preserve their stated appearance and identity. Preserve established object ownership, contents and physical state unless a declared action changes them; maintain coherent scene geography. ... | [] | [
{
"id": "vbstory-15e51c5b9726.event1",
"category": "event_completion",
"shot_indices": [
0
],
"critical": true,
"requirement": "The dog walks peacefully to a park bench with the adult.",
"pass_condition": "All stated actions and qualifiers visibly occur with the specified actor and... | {
"shot_count": 3,
"difficulty": "medium",
"source_dimensions": [
"dynamic_degree",
"motion_smoothness",
"subject_consistency"
],
"difficulty_note": "Authored complexity label; uncalibrated against H3 success rates."
} | train |
vbstory-162f126778cf | expanded_story | {
"dataset": "VBench-original-T2V",
"id": "vbstory-162f126778cf",
"prompt_en": "A person is catching or throwing baseball",
"record_indices_zero_based": [
237
],
"dimensions": [
"human_action"
],
"auxiliary_info": {},
"group_id": "vg-1fafe41b87308d"
} | Two adults wearing baseball gloves stand apart on a field with one baseball. | [
"Keep the same named participants and key props across shots; preserve their stated appearance and identity.",
"Preserve established object ownership, contents and physical state unless a declared action changes them; maintain coherent scene geography."
] | 24 | [
{
"shot_index": 0,
"duration_seconds": 8,
"action": "The first adult throws the baseball and the second catches it in a glove.",
"event_id": "e1",
"preconditions": {
"baseball.holder": "first adult"
},
"postconditions": {
"baseball.holder": "second adult"
},
"prompt":... | null | {
"origin": "assistant_authored_from_vbench",
"status": "complete_draft",
"human_validated": false,
"video_validated": false,
"pilot_format_accepted": false,
"note": "Format approval is not individual video-quality or annotation validation."
} | Two adults wearing baseball gloves stand apart on a field with one baseball. Keep the same named participants and key props across shots; preserve their stated appearance and identity. Preserve established object ownership, contents and physical state unless a declared action changes them; maintain coherent scene geogr... | Two adults wearing baseball gloves stand apart on a field with one baseball. Keep the same named participants and key props across shots; preserve their stated appearance and identity. Preserve established object ownership, contents and physical state unless a declared action changes them; maintain coherent scene geogr... | [] | [
{
"id": "vbstory-162f126778cf.event1",
"category": "event_completion",
"shot_indices": [
0
],
"critical": true,
"requirement": "The first adult throws the baseball and the second catches it in a glove.",
"pass_condition": "All stated actions and qualifiers visibly occur with the sp... | {
"shot_count": 3,
"difficulty": "medium",
"source_dimensions": [
"human_action"
],
"difficulty_note": "Authored complexity label; uncalibrated against H3 success rates."
} | train |
vbstory-167795b66b8b | expanded_story | {
"dataset": "VBench-original-T2V",
"id": "vbstory-167795b66b8b",
"prompt_en": "A person is trimming or shaving beard",
"record_indices_zero_based": [
216
],
"dimensions": [
"human_action"
],
"auxiliary_info": {},
"group_id": "vg-d081ff49bfe072"
} | An adult with visible beard stubble stands at a mirror holding an electric trimmer. | [
"Keep the same named participants and key props across shots; preserve their stated appearance and identity.",
"Preserve established object ownership, contents and physical state unless a declared action changes them; maintain coherent scene geography."
] | 24 | [
{
"shot_index": 0,
"duration_seconds": 8,
"action": "The adult switches on the trimmer and trims one cheek.",
"event_id": "e1",
"preconditions": {
"beard.state": "uneven stubble"
},
"postconditions": {
"beard.state": "one cheek trimmed"
},
"prompt": "The adult switche... | null | {
"origin": "assistant_authored_from_vbench",
"status": "complete_draft",
"human_validated": false,
"video_validated": false,
"pilot_format_accepted": false,
"note": "Format approval is not individual video-quality or annotation validation."
} | An adult with visible beard stubble stands at a mirror holding an electric trimmer. Keep the same named participants and key props across shots; preserve their stated appearance and identity. Preserve established object ownership, contents and physical state unless a declared action changes them; maintain coherent scen... | An adult with visible beard stubble stands at a mirror holding an electric trimmer. Keep the same named participants and key props across shots; preserve their stated appearance and identity. Preserve established object ownership, contents and physical state unless a declared action changes them; maintain coherent scen... | [] | [
{
"id": "vbstory-167795b66b8b.event1",
"category": "event_completion",
"shot_indices": [
0
],
"critical": true,
"requirement": "The adult switches on the trimmer and trims one cheek.",
"pass_condition": "All stated actions and qualifiers visibly occur with the specified actor and o... | {
"shot_count": 3,
"difficulty": "medium",
"source_dimensions": [
"human_action"
],
"difficulty_note": "Authored complexity label; uncalibrated against H3 success rates."
} | train |
vbstory-196ce7e6f9a1 | expanded_story | {
"dataset": "VBench-original-T2V",
"id": "vbstory-196ce7e6f9a1",
"prompt_en": "a car slowing down to stop",
"record_indices_zero_based": [
270
],
"dimensions": [
"dynamic_degree",
"motion_smoothness",
"subject_consistency"
],
"auxiliary_info": {},
"group_id": "vg-1bf3c2e662ed9a"
} | A gray car moves along a quiet road toward a pedestrian crossing. | [
"Keep the same named participants and key props across shots; preserve their stated appearance and identity.",
"Preserve established object ownership, contents and physical state unless a declared action changes them; maintain coherent scene geography."
] | 24 | [
{
"shot_index": 0,
"duration_seconds": 8,
"action": "The car begins slowing as an adult approaches the crossing.",
"event_id": "e1",
"preconditions": {
"car.motion": "moving toward crossing"
},
"postconditions": {
"car.motion": "slowing"
},
"prompt": "The car begins s... | null | {
"origin": "assistant_authored_from_vbench",
"status": "complete_draft",
"human_validated": false,
"video_validated": false,
"pilot_format_accepted": false,
"note": "Format approval is not individual video-quality or annotation validation."
} | A gray car moves along a quiet road toward a pedestrian crossing. Keep the same named participants and key props across shots; preserve their stated appearance and identity. Preserve established object ownership, contents and physical state unless a declared action changes them; maintain coherent scene geography. Tell ... | A gray car moves along a quiet road toward a pedestrian crossing. Keep the same named participants and key props across shots; preserve their stated appearance and identity. Preserve established object ownership, contents and physical state unless a declared action changes them; maintain coherent scene geography. Tell ... | [] | [
{
"id": "vbstory-196ce7e6f9a1.event1",
"category": "event_completion",
"shot_indices": [
0
],
"critical": true,
"requirement": "The car begins slowing as an adult approaches the crossing.",
"pass_condition": "All stated actions and qualifiers visibly occur with the specified actor ... | {
"shot_count": 3,
"difficulty": "medium",
"source_dimensions": [
"dynamic_degree",
"motion_smoothness",
"subject_consistency"
],
"difficulty_note": "Authored complexity label; uncalibrated against H3 success rates."
} | train |
vbstory-1a58efa8f860 | expanded_story | {
"dataset": "VBench-original-T2V",
"id": "vbstory-1a58efa8f860",
"prompt_en": "a bird soaring gracefully in the sky",
"record_indices_zero_based": [
295
],
"dimensions": [
"dynamic_degree",
"motion_smoothness",
"subject_consistency"
],
"auxiliary_info": {},
"group_id": "vg-ac6f3d78ee5... | A white bird perches on a rocky ledge above a valley. | [
"Keep the same named participants and key props across shots; preserve their stated appearance and identity.",
"Preserve established object ownership, contents and physical state unless a declared action changes them; maintain coherent scene geography."
] | 24 | [
{
"shot_index": 0,
"duration_seconds": 8,
"action": "The bird spreads its wings and launches from the ledge.",
"event_id": "e1",
"preconditions": {
"bird.position": "rocky ledge"
},
"postconditions": {
"bird.position": "airborne near ledge"
},
"prompt": "The bird spre... | null | {
"origin": "assistant_authored_from_vbench",
"status": "complete_draft",
"human_validated": false,
"video_validated": false,
"pilot_format_accepted": false,
"note": "Format approval is not individual video-quality or annotation validation."
} | A white bird perches on a rocky ledge above a valley. Keep the same named participants and key props across shots; preserve their stated appearance and identity. Preserve established object ownership, contents and physical state unless a declared action changes them; maintain coherent scene geography. Tell this story i... | A white bird perches on a rocky ledge above a valley. Keep the same named participants and key props across shots; preserve their stated appearance and identity. Preserve established object ownership, contents and physical state unless a declared action changes them; maintain coherent scene geography. Tell this story i... | [] | [
{
"id": "vbstory-1a58efa8f860.event1",
"category": "event_completion",
"shot_indices": [
0
],
"critical": true,
"requirement": "The bird spreads its wings and launches from the ledge.",
"pass_condition": "All stated actions and qualifiers visibly occur with the specified actor and ... | {
"shot_count": 3,
"difficulty": "medium",
"source_dimensions": [
"dynamic_degree",
"motion_smoothness",
"subject_consistency"
],
"difficulty_note": "Authored complexity label; uncalibrated against H3 success rates."
} | train |
End of preview. Expand in Data Studio
VBench Story550 & OmniVBench40
用于视频生成 Harness、复杂叙事和多参考条件研究的数据集合，包含两个独立配置。两部分均为研究草稿，自定义 rubric 尚未经过完整的人工审核和真实生成验证。
| 配置 | 数量与划分 | 主要用途 |
|---|---|---|
story550 |
train 350 / validation 50 / test 150 | 纯文本生成、故事事件实现、事件顺序与跨镜头状态延续 |
omnivbench40 |
evaluation 40 | 参考因素保持、身份与角色绑定、多参考组合、动作与运镜 |
Story550
从 VBench 原始提示词构建，共 550 条任务，其中 250 条扩为多镜头故事，300 条保留较简单的任务。每条任务记录来源、生成提示词和自定义验收条件；故事任务额外提供分镜计划、事件与状态约束。
同来源及已识别的关联任务按组划分，避免直接来源跨训练和测试。此规则不等于已证明全部样本在语义上完全独立。训练集可用于技能或经验沉淀，验证集用于开发，测试集应在最终评测前冻结。
详细说明：Story550 README · 评测协议。
OmniVBench40
从 OmniVBench 选取 40 条原始参考生成任务，覆盖 11 个子任务：叙事 12 条、跨条件组合 12 条、多主体／因素组合 8 条、动作与运镜 8 条。共包含 83 个参考输入槽位和 264 条自定义 rubric。
保留原始中英文指令、参考列表顺序及角色映射，默认以英文作为生成输入。shot_plan 为空表示未额外标注分镜，不代表任务只有一个镜头；duration_seconds 为 null，运行时需明确选择生成时长。
参考素材位于 OmniVBench40_HF_Addon/task_assets/。数据中 task_assets/... 路径相对于 OmniVBench40_HF_Addon/ 解析，而非仓库根目录。参考清单见 reference_manifest.json；下载后应核对所需素材是否齐全。
本部分为 evaluation-only pilot。若用它持续调试 verifier 或沉淀技能，应将其视为开发数据，另设独立最终测试集。自定义评分不能称为官方 OmniVBench 得分。
详细说明：OmniVBench40 README · 任务审核清单 · 评测协议。
加载任务
from datasets import load_dataset
story550 = load_dataset("shantelal8/VBench-Story550", "story550")
omni40 = load_dataset("shantelal8/VBench-Story550", "omnivbench40")
print(story550["train"][0])
print(omni40["evaluation"][0])
load_dataset 读取任务标注，不会自动下载字符串路径所指向的参考媒体。要获取任务和素材的完整目录，可使用：
hf download shantelal8/VBench-Story550 \
--repo-type dataset \
--local-dir ./VBench-Story550
接入 Evolve-video / H3
Story550 提供 *_story350.json 格式的任务导出文件。OmniVBench40 提供素材准备和任务导出脚本；在仓库根目录运行：
cd OmniVBench40_HF_Addon
python3 scripts/omnivbench40/validate.py
python3 scripts/omnivbench40/prepare.py export \
--asset-root . \
--duration 12 \
--output ./omnivbench40_tasks.json
导出需要 ffprobe 及完整参考素材；12 秒仅为示例运行预算，不是官方标注时长。脚本会检查当前后端的参考媒体限制，缺失或不支持的素材会阻止导出。
Omni 任务需使用实际读取原始参考的 H3 direct/ref2va 路径。导出文件中的 required_generation_mode 是提示字段，不会自动改变执行器；固定忽略参考输入的 T2VA 流程不能作为这些条件任务的完整基线。
验证状态
- Story550 已完成结构、数量和分组一致性检查，尚未完成全量逐项人工或视频验证。
- OmniVBench40 已完成标注结构、原始指令、参考顺序与角色映射检查，并通过 Arrow JSON 读取。
- Omni 导出接口已使用合成素材验证模型格式与参考检查链路；这不代表已完成真实参考生成实验。
- Omni 参考素材的具体事件尚未逐项人工审核，264 条自定义 rubric 为待审核草稿。
来源与许可
本仓库包含不同来源、不同许可的资源，不统一适用同一许可证。
- Story550：VBench 原始来源条款见 VBench LICENSE，本部分的署名和发布说明见 NOTICE、LICENSE 及子目录 README。
- OmniVBench40 标注与参考媒体：仅限非商业学术研究，适用 OmniVBench Terms of Use。分享资源或改编时须保留条款及署名；商业使用需另获相关权利人许可。
请致谢并引用原始工作：
本仓库的改动包括任务筛选、Story550 叙事扩写、统一字段与自定义 rubric。改编和评测结果不代表原作者背书。
- Downloads last month
- 67