video_id string | video_type string | duration_seconds int64 | shot_count int64 | visual_summary string | camera_motion list | lighting_and_color string | storyboard list | generic_prompt string | model_prompts dict | source string | license string |
|---|---|---|---|---|---|---|---|---|---|---|---|
product-orbit-001 | product_ad | 8 | 3 | A premium product reveal built around a slow orbital camera move, controlled reflections, and a clean studio backdrop. | [
"slow push-in",
"clockwise orbit",
"locked hero frame"
] | Soft rim light, glossy highlights, dark neutral background, restrained accent color. | [
{
"shot": 1,
"time": "0-2s",
"description": "Product silhouette emerges from darkness."
},
{
"shot": 2,
"time": "2-6s",
"description": "Camera orbits while highlights reveal material details."
},
{
"shot": 3,
"time": "6-8s",
"description": "Centered hero frame with clear ... | Premium studio product reveal, slow clockwise camera orbit, controlled glossy reflections, soft rim lighting, dark neutral background, precise commercial composition, ending on a centered hero frame. | {
"veo": "Create an 8-second premium product reveal with a slow clockwise orbit and physically consistent reflections.",
"kling": "8s product commercial, slow orbit, stable product geometry, soft rim light, centered final frame.",
"wan": "Cinematic studio product reveal with controlled camera motion and a clean h... | synthetic specification | CC-BY-4.0 |
food-closeup-001 | food_social | 10 | 4 | A tactile food close-up using macro detail, steam, and quick but readable cuts. | [
"macro slider",
"top-down transition",
"gentle handheld close-up"
] | Warm side light, rich natural color, visible texture and steam. | [
{
"shot": 1,
"time": "0-2s",
"description": "Macro ingredient detail."
},
{
"shot": 2,
"time": "2-5s",
"description": "Preparation action in close-up."
},
{
"shot": 3,
"time": "5-8s",
"description": "Steam and texture reveal."
},
{
"shot": 4,
"time": "8-10s",
... | Warm cinematic food close-up, macro texture, visible steam, tactile preparation action, smooth slider movement, quick readable cuts, ending with a top-down plated hero shot. | {
"veo": "A 10-second warm food film with macro texture, realistic steam, and coherent preparation actions.",
"kling": "Macro food close-up, warm light, stable hand action, smooth slider, top-down final plate.",
"wan": "Tactile food commercial with rich texture, steam, and concise social-video pacing."
} | synthetic specification | CC-BY-4.0 |
cinematic-landscape-001 | cinematic_landscape | 12 | 3 | An atmospheric landscape sequence progressing from wide scale to an intimate foreground subject. | [
"aerial drift",
"slow tilt",
"foreground parallax"
] | Blue-hour ambience with a warm horizon and soft atmospheric haze. | [
{
"shot": 1,
"time": "0-4s",
"description": "Wide aerial establishing shot."
},
{
"shot": 2,
"time": "4-8s",
"description": "Slow descent reveals foreground depth."
},
{
"shot": 3,
"time": "8-12s",
"description": "Intimate subject silhouette against the horizon."
}
] | Blue-hour cinematic landscape, slow aerial drift, atmospheric haze, warm horizon, strong foreground parallax, gradual descent from epic wide view to an intimate silhouette. | {
"veo": "A 12-second blue-hour landscape sequence with coherent aerial motion and a gradual wide-to-intimate progression.",
"kling": "Cinematic aerial drift, stable horizon, atmospheric depth, foreground parallax, silhouette ending.",
"wan": "Epic blue-hour landscape with soft haze, restrained camera motion, and... | synthetic specification | CC-BY-4.0 |
fashion-walk-001 | fashion | 9 | 3 | A fashion campaign moving from full-body walk to fabric detail and a confident final pose. | [
"backward tracking",
"detail pan",
"locked portrait"
] | Soft directional daylight, neutral architecture, controlled skin tones. | [
{
"shot": 1,
"time": "0-4s",
"description": "Full-body tracking shot during a confident walk."
},
{
"shot": 2,
"time": "4-7s",
"description": "Close pan across fabric movement and accessories."
},
{
"shot": 3,
"time": "7-9s",
"description": "Stable portrait ending pose."
... | Editorial fashion film, backward tracking shot, natural fabric motion, clean architectural background, soft directional daylight, close detail transition, stable final portrait. | {
"veo": "Nine-second editorial fashion sequence with coherent walking motion and fabric physics.",
"kling": "Stable full-body fashion walk, backward tracking, fabric detail pan, portrait ending.",
"wan": "Minimal fashion campaign with restrained motion and clean architectural composition."
} | synthetic specification | CC-BY-4.0 |
interior-tour-001 | interior | 12 | 3 | A calm architectural walkthrough revealing scale, materials, and a focal living area. | [
"slow dolly",
"doorway reveal",
"gentle pan"
] | Warm natural window light, soft shadows, neutral materials. | [
{
"shot": 1,
"time": "0-4s",
"description": "Dolly through an entry corridor."
},
{
"shot": 2,
"time": "4-8s",
"description": "Doorway reveal opens into the main room."
},
{
"shot": 3,
"time": "8-12s",
"description": "Gentle pan settles on the focal seating area."
}
] | Calm luxury interior walkthrough, slow stabilized dolly, doorway reveal, warm natural window light, realistic materials, gentle pan ending on the living area. | {
"veo": "Twelve-second stabilized architectural walkthrough with consistent room geometry.",
"kling": "Slow interior dolly, clean doorway reveal, stable walls and furniture, warm daylight.",
"wan": "Elegant interior tour emphasizing material realism and spatial continuity."
} | synthetic specification | CC-BY-4.0 |
social-transition-001 | social_transition | 7 | 3 | A fast transformation video using a hand-cover transition and a matched reveal. | [
"handheld setup",
"lens-cover transition",
"matched pullback"
] | Bright social-video lighting with saturated accent colors. | [
{
"shot": 1,
"time": "0-2s",
"description": "Subject presents the before state."
},
{
"shot": 2,
"time": "2-3s",
"description": "Hand covers the lens for a hidden cut."
},
{
"shot": 3,
"time": "3-7s",
"description": "Matched reveal shows the transformed result."
}
] | Fast social transformation video, direct-to-camera setup, hand covers lens for a seamless hidden cut, matched pose reveal, bright lighting, energetic pullback. | {
"veo": "Seven-second transformation clip with a precise lens-cover transition and matched subject pose.",
"kling": "Direct-to-camera before state, hand-cover cut, stable identity, energetic after reveal.",
"wan": "Short social reveal with seamless occlusion transition and bright commercial color."
} | synthetic specification | CC-BY-4.0 |
beauty-macro-001 | beauty_product | 8 | 3 | A skincare texture film combining macro product detail, application, and a clean packshot. | [
"macro push",
"lateral slide",
"locked packshot"
] | High-key diffused light, translucent highlights, pale neutral palette. | [
{
"shot": 1,
"time": "0-3s",
"description": "Macro push into the serum texture."
},
{
"shot": 2,
"time": "3-6s",
"description": "Lateral slide follows a controlled application gesture."
},
{
"shot": 3,
"time": "6-8s",
"description": "Clean product packshot with soft refle... | Luxury skincare macro film, translucent serum texture, high-key diffused light, precise application gesture, lateral camera slide, clean packshot with a soft controlled reflection. | {
"veo": "Eight-second skincare commercial with realistic liquid texture and coherent hand interaction.",
"kling": "Macro serum texture, stable hand application, clean beauty packshot, soft reflection.",
"wan": "Minimal high-key beauty film emphasizing texture and product clarity."
} | synthetic specification | CC-BY-4.0 |
automotive-night-001 | automotive | 10 | 3 | A night automotive sequence focused on silhouette, rolling motion, and a dramatic stopping frame. | [
"low tracking",
"wheel close-up",
"crane rise"
] | Wet street reflections, cool blue ambience, sharp white highlights. | [
{
"shot": 1,
"time": "0-4s",
"description": "Low tracking shot follows the vehicle profile."
},
{
"shot": 2,
"time": "4-7s",
"description": "Wheel and body reflections move through frame."
},
{
"shot": 3,
"time": "7-10s",
"description": "Crane rises as the vehicle stops i... | Cinematic night automotive commercial, low tracking shot, wet street reflections, stable vehicle geometry, detailed wheel close-up, cool blue ambience, dramatic crane-rise hero ending. | {
"veo": "Ten-second night driving sequence with physically consistent reflections and vehicle motion.",
"kling": "Low car tracking, stable body geometry, wet road, wheel close-up, crane hero ending.",
"wan": "Moody automotive campaign with cool reflections and controlled high-contrast motion."
} | synthetic specification | CC-BY-4.0 |
character-action-001 | character_action | 10 | 4 | A stylized action beat preserving character identity across a reveal, run, turn, and close-up. | [
"wide follow",
"side tracking",
"whip pan",
"close push"
] | Graphic sunset backlight with warm highlights and cool shadows. | [
{
"shot": 1,
"time": "0-2s",
"description": "Wide reveal establishes the character and environment."
},
{
"shot": 2,
"time": "2-6s",
"description": "Side tracking follows a controlled run."
},
{
"shot": 3,
"time": "6-8s",
"description": "Whip pan motivates a sharp directi... | Stylized cinematic character action, identity-consistent hero, side tracking run, motivated whip pan, graphic sunset backlight, physically coherent costume, close-up ending. | {
"veo": "Ten-second identity-consistent character action with coherent running motion and motivated camera changes.",
"kling": "Stable character face and costume, side tracking run, whip-pan turn, close push ending.",
"wan": "Graphic sunset action beat balancing clear choreography and cinematic motion."
} | synthetic specification | CC-BY-4.0 |
motion-graphics-001 | motion_design | 8 | 4 | A clean motion-design sequence assembling modular shapes into a finished campaign frame. | [
"orthographic hold",
"layered parallax",
"micro zoom"
] | Dark background with violet and blue luminous accents. | [
{
"shot": 1,
"time": "0-2s",
"description": "Small modules enter on a rhythmic grid."
},
{
"shot": 2,
"time": "2-4s",
"description": "Panels connect through flowing light paths."
},
{
"shot": 3,
"time": "4-6s",
"description": "Layered parallax reveals the central visual s... | Premium abstract motion design, modular panels assembling on a precise grid, violet and electric-blue light paths, layered parallax, restrained micro zoom, clean final campaign frame. | {
"veo": "Eight-second abstract motion system with precise modular assembly and smooth light continuity.",
"kling": "Geometric panels, rhythmic grid motion, violet-blue energy paths, stable final composition.",
"wan": "High-end technology motion graphic with controlled parallax and polished final lockup."
} | synthetic specification | CC-BY-4.0 |
PixMind Video-to-Prompt Benchmark
A small, extensible benchmark schema for evaluating video understanding and prompt reconstruction across advertising, cinematic, product, and social-video tasks.
Each record describes the expected analysis structure rather than redistributing third-party media. Contributors should only attach media they own, generated themselves, or can legally redistribute.
Fields
video_id,video_type,duration_seconds, andshot_countvisual_summary,camera_motion, andlighting_and_colorstoryboardgeneric_promptmodel_promptssourceandlicense
Use the accompanying PixMind Video-to-Prompt Lab or run the full PixMind workflow.
Evaluation rubric
| Dimension | Question | Score |
|---|---|---|
| Scene coverage | Does the analysis capture every meaningful shot? | 1–5 |
| Temporal accuracy | Are shot boundaries and ordering correct? | 1–5 |
| Subject fidelity | Are subjects, products, and actions correctly described? | 1–5 |
| Camera language | Are framing and camera movements correctly identified? | 1–5 |
| Lighting and color | Does the prompt preserve the visual treatment? | 1–5 |
| Prompt usability | Can the result be used with minimal rewriting? | 1–5 |
| Model adaptation | Does each model-specific prompt reflect that model's prompting style? | 1–5 |
Recommended submission format
Contributions should include the structured record, a source and license declaration, and—when redistribution is allowed—a media file or stable URL. Do not submit downloaded social videos without explicit redistribution rights.
For each sample, compare at least one generated reconstruction against the source intent. Record human evaluation separately from automated similarity metrics so that aesthetic preference is not presented as objective accuracy.
Benchmark roadmap
- Expand from synthetic specifications to owned and redistributable reference videos.
- Add product advertising, food, fashion, interior, cinematic, social, and motion-design subsets.
- Publish model-specific prompt adapters for Veo, Seedance, Wan, Kling, and PixVerse.
- Add human evaluation annotations and reconstruction outputs.
- Version benchmark releases so results remain comparable over time.
- Downloads last month
- 35