Video Editing on EditVerseBench 125 videos
99.1CLIP ScoreOurs-33f
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Ours-33fType=FFP-based, Resolution=1280×720, Frames=332026.01 | 99.1 | 99 | 28.293 | 25.398 | 20.419 | 7.631 | |
| Ours-81fType=FFP-based, Resolution=1280×720, Frames=812026.01 | 99.1 | 99.1 | 28.316 | 25.925 | 20.405 | 7.6 | |
| VACEType=FFP-based, Resolution=832×480, Frames=612026.01 | 99 | 98.9 | 27.169 | 24.188 | 20.095 | 6.072 | |
| AlephType=Instruction-based, Resolution=1280×720, Frames=642026.01 | 98.9 | 98.4 | 28.087 | 24.837 | 20.291 | 7.154 | |
| SeñoritaType=FFP-based, Resolution=864×448, Frames=33, First Frame Editor=Qwen-Edit [31]2026.01 | 98.9 | 98.7 | 27.754 | 24.657 | 19.913 | 7.341 | |
| TokenFlowType=Training-free, Resolution=640×336, Frames=482026.01 | 98.7 | 98.9 | 26.779 | 24.244 | 20.058 | 5.067 | |
| EditVerseType=Instruction-based, Resolution=624×352, Frames=642026.01 | 98.6 | 98.6 | 27.776 | 25.293 | 20.132 | 7.104 | |
| LucyEditType=Instruction-based, Resolution=832×480, Frames=812026.01 | 98.5 | 98.4 | 26.398 | 23.491 | 19.611 | 5.678 | |
| SeñoritaType=FFP-based, Resolution=864×448, Frames=332026.01 | 98.1 | 98.2 | 27.243 | 24.404 | 19.786 | 6.991 | |
| InsV2VType=Instruction-based, Resolution=384×384, Frames=322026.01 | 97.2 | 96.9 | 25.923 | 23.092 | 19.611 | 5.252 | |
| STDFType=Training-free, Resolution=576×320, Frames=242026.01 | 96.5 | 96.4 | 26.422 | 23.768 | 19.817 | 4.911 |