Video Editing on VIE-Bench
9.533Instruction FollowingSAMA
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SAMA2026.03 | 9.533 | 9.189 | 8.711 | 9.144 | |
| Kling-Omni2026.03 | 9.378 | 9.233 | 8.789 | 9.133 | |
| Runway2026.03 | 8.664 | 9.145 | 7.703 | 8.504 | |
| InstructX2026.03 | 8.627 | 8.668 | 7.672 | 8.322 | |
| Kling1.62026.03 | 8.44 | 8.8 | 7.52 | 8.253 | |
| UniVideo2026.03 | 8.133 | 8.778 | 7.789 | 8.233 | |
| MiniMax2026.03 | 6.963 | 7.518 | 6.037 | 6.839 | |
| MiniMaxComm.=✓, Base=×2026.05 | 6.96 | 7.52 | 6.04 | 6.84 | |
| DiffuEraserComm.=✓, Base=×2026.05 | 6.35 | 6.81 | 5.58 | 6.24 | |
| DiffuEraser2026.03 | 6.346 | 6.807 | 5.576 | 6.243 | |
| Omni-Video2026.03 | 6.004 | 5.97 | 4.807 | 5.593 | |
| Omni-VideoComm.=✓, Base=✓2026.05 | 6 | 5.97 | 4.81 | 5.59 | |
| LIVEditor (ISA)Comm.=✓, Base=✓2026.05 | 5.55 | 8.57 | 6.33 | 6.81 | |
| LIVEditor (full-attn)Comm.=✓, Base=✓2026.05 | 5.43 | 8.12 | 6.28 | 6.61 | |
| VACE2026.03 | 1.812 | 3.877 | 2.359 | 2.682 | |
| VACEComm.=✓, Base=×2026.05 | 1.81 | 3.88 | 2.36 | 2.68 | |
| InsV2VComm.=✓, Base=✓2026.05 | 1.21 | 3.77 | 1.32 | 2.1 | |
| InsV2V2026.03 | 1.209 | 3.769 | 1.322 | 2.098 |