Video Editing on VBench
99.3MSNOVA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NOVAParam=1.3B, Per Vid. Finetune=false2026.03 | 99.3 | 94.6 | |
| I2VEditParam=1.3B, Per Vid. Finetune=true2026.03 | 99.1 | 94.1 | |
| VACEParam=1.3B, Per Vid. Finetune=false2026.03 | 99.1 | 92.3 | |
| VACE (Multi-keyframe)Param=1.3B, Per Vid. Finetune=false2026.03 | 98.9 | 94 | |
| Senorita-2MParam=5B, Per Vid. Finetune=false2026.03 | 98.9 | 95.3 | |
| LoRA-Edit (Multi-keyframe)Param=14B, Per Vid. Finetune=true2026.03 | 98.6 | 93.3 | |
| LoRA-EditParam=14B, Per Vid. Finetune=true2026.03 | 98.4 | 92.9 | |
| AnyV2VParam=1.3B, Per Vid. Finetune=false2026.03 | 97.3 | 93.9 |