Video Editing on EditVerseBench (test)
7.89Quality ScoreLIVEditor (ISA)
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| LIVEditor (ISA)Guidance Type=Instruction-Guided, Training Strategy=End-to-End Training, Attention Mechanism=ISA2026.05 | 7.89 | 20.09 | 27.19 | 24.55 | 99.32 | 99.22 | |
| EditVerseGuidance Type=Instruction-Guided, Training Strategy=End-to-End Training2026.05 | 7.65 | 20.07 | 26.73 | 23.93 | 98.56 | 98.42 | |
| LIVEditor (full-attention)Guidance Type=Instruction-Guided, Training Strategy=End-to-End Training, Attention Mechanism=full-attention2026.05 | 7.62 | 19.98 | 27.13 | 23.8 | 99.24 | 99.19 | |
| Señorita-2MGuidance Type=First-Frame Propagation, Training Strategy=End-to-End Training2026.05 | 7.54 | 19.71 | 27.14 | 24.32 | 98.03 | 98.12 | |
| Lucy EditGuidance Type=Instruction-Guided, Training Strategy=End-to-End Training2026.05 | 6.7 | 19.52 | 26.23 | 23.28 | 98.56 | 98.44 | |
| TokenFlowGuidance Type=Attention Manipulation, Training Strategy=Training-free2026.05 | 6.09 | 19.97 | 26.64 | 24.05 | 98.67 | 98.82 | |
| InsV2VGuidance Type=Instruction-Guided, Training Strategy=End-to-End Training2026.05 | 5.95 | 19.52 | 25.67 | 22.77 | 97.22 | 96.83 | |
| STDFGuidance Type=Attention Manipulation, Training Strategy=Training-free2026.05 | 5.7 | 19.7 | 26.34 | 23.43 | 96.31 | 96.08 |