Video Editing on V2VBench
5.404Frames QualityControlVideo
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| ControlVideoCategory=Diffusion Latent Manipulation2025.09 | 5.404 | 95.9 | 94.8 | 28.551 | 20.961 | 26.1 | -9.396 | |
| FRESCOCategory=Attention Feature Injection2025.09 | 5.127 | 90.8 | 89.6 | 25.639 | 20.239 | 22.3 | -5.241 | |
| Vid2Vid-ZeroCategory=Attention Feature Injection2025.09 | 5.103 | 91.9 | 91.2 | 28.789 | 20.95 | 27 | -4.175 | |
| Text2Video-ZeroCategory=Diffusion Latent Manipulation2025.09 | 5.097 | 89.9 | 89.4 | 29.124 | 20.568 | 26.5 | -17.226 | |
| RAVECategory=Diffusion Latent Manipulation2025.09 | 5.077 | 92.6 | 93.6 | 28.19 | 20.865 | 25.5 | -2.398 | |
| Pix2VideoCategory=Diffusion Latent Manipulation2025.09 | 5.075 | 94.6 | 94.4 | 28.731 | 21.054 | 27.1 | -2.889 | |
| TokenFlowCategory=Attention Feature Injection2025.09 | 5.068 | 94.7 | 94.3 | 27.522 | 20.757 | 25.4 | -1.572 | |
| Fate-ZeroCategory=Attention Feature Injection2025.09 | 5.036 | 95.1 | 95.2 | 25.065 | 20.707 | 22.5 | -1.439 | |
| RerenderCategory=Diffusion Latent Manipulation2025.09 | 5.002 | 87.2 | 86.3 | 27.379 | 20.46 | 26.1 | -4.959 | |
| Tune-A-VideoCategory=Network and Training Paradigm2025.09 | 5.001 | 93.4 | 91.7 | 27.513 | 20.701 | 25.4 | -5.599 | |
| SimDACategory=Network and Training Paradigm2025.09 | 4.988 | 94 | 92.9 | 26.773 | 20.512 | 24.8 | -4.756 | |
| VidToMeCategory=Network and Training Paradigm2025.09 | 4.988 | 94.9 | 94.5 | 26.813 | 20.546 | 24 | -3.203 | |
| MotionDirectorCategory=Network and Training Paradigm2025.09 | 4.984 | 94 | 95.1 | 27.845 | 20.923 | 26.2 | -3.088 | |
| FLATTENCategory=Attention Feature Injection2025.09 | 4.965 | 94.3 | 94.9 | 27.156 | 20.745 | 25.1 | -1.446 | |
| EditVerseCategory=Network and Training Paradigm2025.09 | 4.957 | 95.9 | 96 | 28.587 | 21.117 | 27.3 | -3.015 | |
| Video-P2PCategory=Attention Feature Injection2025.09 | 4.907 | 94.3 | 92.6 | 23.55 | 19.751 | 19.3 | -5.974 | |
| VideoComposerCategory=Network and Training Paradigm2025.09 | 4.429 | 91.4 | 90.5 | 28.001 | 20.272 | 26.2 | -8.095 |