Video Editing on EditVerseBench Appearance (test)
20.42Pick ScorePropFly-14B
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PropFly-14BVE=Pr (propagation-based), # Param.=14B2026.02 | 20.42 | 28.71 | 26.05 | 99.21 | 99.05 | |
| PropFly-1.3BVE=Pr (propagation-based), # Param.=1.3B2026.02 | 20.35 | 28.37 | 25.37 | 99.03 | 98.83 | |
| RunwayVE=Te (text-guided)2026.02 | 20.19 | 28.18 | 24.96 | 98.82 | 98.39 | |
| EditVerseVE=Te (text-guided)2026.02 | 20.06 | 27.95 | 25.48 | 98.58 | 98.56 | |
| VACEVE=Te (text-guided), # Param.=14B2026.02 | 20.04 | 27.33 | 24.5 | 98.96 | 98.79 | |
| TokenFlowVE=Te (text-guided), # Param.=0.9B2026.02 | 20.02 | 26.8 | 24.3 | 98.68 | 98.78 | |
| AnyV2VVE=Pr (propagation-based), # Param.=1.3B2026.02 | 19.78 | 28.19 | 25.34 | 95.97 | 97.73 | |
| STDFVE=Te (text-guided), # Param.=1.7B2026.02 | 19.73 | 26.35 | 23.64 | 96.37 | 96 | |
| SenoritaVE=Pr (propagation-based), # Param.=5B2026.02 | 19.69 | 27.36 | 24.53 | 98.04 | 98.03 | |
| CCEditVE=Pr (propagation-based), # Param.=1.6B2026.02 | 19.59 | 27.2 | 25.32 | 96.55 | 95.08 | |
| InsV2VVE=Te (text-guided), # Param.=0.9B2026.02 | 19.55 | 26.14 | 23.33 | 97.15 | 96.67 | |
| Lucy EditVE=Te (text-guided)2026.02 | 19.52 | 26.64 | 23.74 | 98.51 | 98.43 |