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VEFX-Bench: Video Editing Quality Benchmark
VEFX-Bench is a benchmark dataset for evaluating video editing model quality. It contains 300 original source videos with editing instructions across 9 task categories.
Dataset Structure
0000.mp4through0299.mp4: 300 original source videos (720p)prompts.json: Editing instructions indexed by video numberbenchmark_meta.json: Metadata including category labels and filename mapping
Usage
- Download all 300 videos and
prompts.json - Apply your video editing model following each prompt
- Save edited videos as
0000.mp4through0299.mp4(matching index) - Submit the zip to the VEFX-Leaderboard
Evaluation Dimensions
- IF (Instructional Following): How well the edit follows the instruction (1-4)
- RQ (Render Quality): Visual quality and temporal consistency (1-4)
- EE (Edit Exclusivity): Preservation of unrelated content (1-4)
Task Categories
| Category | Count |
|---|---|
| Style Transfer | varies |
| Object Manipulation | varies |
| Background Change | varies |
| Color/Lighting | varies |
| Motion/Animation | varies |
| Text/Overlay | varies |
| Composition | varies |
| Removal/Inpainting | varies |
| Complex/Multi-step | varies |
Citation
Coming soon.
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