Video Editing on NRVBench V0 (pilot)
0Distortion (x1000)Source Videos
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Source VideosType=Reference2026.01 | 0 | — | 0 | 0 | 100 | 28.11 | 25.83 | 8.23 | 80.14 | — | |
| VM-Edit2026.01 | 16.45 | 37.35 | 58.91 | 2.99 | 97.36 | 27.87 | 25.48 | 9.04 | 43.69 | 2.34 | |
| Wan-EditInversion Strategy=Inversion-free2026.01 | 18.04 | 32.36 | 96.76 | 7.99 | 95.66 | 27.52 | 24.41 | 10.7 | 60.06 | 2.03 | |
| TokenFlowInversion Strategy=Inversion-based2026.01 | 50.52 | 24.19 | 98.68 | 53.96 | 88.38 | 26.83 | 24.69 | 9.96 | 62.7 | 2.96 | |
| Pyramid-EditInversion Strategy=Inversion-free2026.01 | 84.06 | 22.41 | 128.14 | 77.72 | 87.78 | 27.68 | 24.99 | 9.58 | 57.95 | 1.47 | |
| AnyV2VInversion Strategy=Inversion-based2026.01 | 182 | 13.61 | 354.9 | 786.42 | 72.44 | 23.31 | 21.97 | 11.63 | 54.63 | 3.55 | |
| VidToMeInversion Strategy=Inversion-based, Token-Merging=true2026.01 | 231.82 | 13.8 | 214.59 | 491.33 | 75.65 | 25 | 22.85 | 10.37 | 55.78 | 4.59 |