| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| real-world videos | VOID | Internal Physics Score3.66 | 21 | 2mo ago | |
| Scene-Bench | UnderEraser | Removal Completeness7.915 | 16 | 2mo ago | |
| DAVIS (test) | ICVE | Motion Smoothness0.9803 | 14 | 1mo ago | |
| ROSE Bench | SVOR | LPIPS0.0451 | 13 | 2mo ago | |
| DAVIS | Object-WIPER | TokSim32.8 | 10 | 3mo ago | |
| VOR-Eval | GenEraser | PSNR23.91 | 9 | 5d ago | |
| ROSE Benchmark | GenEraser | PSNR33.33 | 9 | 5d ago | |
| DAVIS | Propainter | mPSNR36.12 | 9 | 2mo ago | |
| WIPER-Bench | Object-WIPER | TokSim33.09 | 9 | 3mo ago | |
| CAMERA-Bench | UnderEraser | PSNR28.0855 | 8 | 2mo ago | |
| VOR-Wild without GT | EffectErase | QScore9.28 | 8 | 2mo ago | |
| VOR-Eval with GT | EffectErase | PSNR23.75 | 8 | 2mo ago | |
| ROSE-Benchmark with GT | EffectErase | PSNR32.161 | 8 | 2mo ago | |
| PROVE-H | ProPainter | PSNR35.22 | 7 | 19d ago | |
| PROVE-M | ROSE | PSNR26.67 | 7 | 19d ago | |
| PROVE-S | ROSE | PSNR27.35 | 7 | 19d ago | |
| YouTube-VOS (test) | VACE | Motion Smoothness0.9714 | 7 | 1mo ago | |
| Synthetic (Kubric + HUMOTO) (test) | VOID | PSNR31.49 | 7 | 2mo ago | |
| BridgeRemoval-Bench | GenOmnimatte | CLIP-T0.2966 | 7 | 3mo ago | |
| DAVIS 2016 | GenOmnimatte | CLIP-T0.2814 | 7 | 3mo ago | |
| BridgeRemoval-Bench 1.0 (test) | ICVE | Motion Smoothness99.35 | 7 | 3mo ago | |
| VOR-Wild | GenEraser | Erasure Preference Rate58.72 | 6 | 5d ago | |
| Generic Video Editing Performance Benchmark | YOSE | FPS24.509 | 6 | 1mo ago | |
| DAVIS | Video Dynamics Prior | PSNR32.06 | 6 | 3mo ago | |
| RORD-50 | ROSE | LPIPS0.044 | 5 | 2mo ago |
