Object Addition on Pexels+DAVIS+VACEBench (test)
26.1PSNRVera
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| VeraParameters=14B2026.06 | 26.1 | 0.95 | 0.082 | 0.98 | 0.98 | 3.59 | 3.66 | 0.244 | 4.13 | |
| VeraParameters=1.3B2026.06 | 25.3 | 0.949 | 0.078 | 0.98 | 0.98 | 3.49 | 3.47 | 0.243 | 4.05 | |
| Lucy-Edit2026.06 | 19 | 0.798 | 0.301 | 0.98 | 0.98 | 2.54 | 2.79 | 0.238 | 2.98 | |
| ICVE2026.06 | 18 | 0.818 | 0.265 | 0.98 | 0.98 | 2.88 | 3.12 | 0.239 | 3.31 | |
| ReCo2026.06 | 16.8 | 0.778 | 0.28 | 0.98 | 0.98 | 3.18 | 3.35 | 0.243 | 3.77 | |
| Ditto2026.06 | 13.1 | 0.447 | 0.529 | 0.98 | 0.98 | 2.84 | 3.13 | 0.239 | 3.62 | |
| VideoPainter2026.06 | 10.7 | 0.354 | 0.669 | 0.64 | 0.98 | 2.54 | 2.8 | 0.247 | 2.87 | |
| VACEParameters=1.3B2026.06 | 10.3 | 0.323 | 0.667 | 0.98 | 0.98 | 2.55 | 3.01 | 0.25 | 2.99 | |
| VACEParameters=14B2026.06 | 10.1 | 0.325 | 0.666 | 0.98 | 0.98 | 2.63 | 3.08 | 0.248 | 3.26 |