Video Editing on VIE-Bench Swap Change
9.733Instruction Following ScoreSAMA
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| SAMA2026.03 | 9.733 | 9.514 | 8.771 | 9.34 | |
| Runway2026.03 | 9.58 | 8.628 | 9.275 | 9.161 | |
| InstructX2026.03 | 9.514 | 9.171 | 8.533 | 9.072 | |
| Kling-Omni2026.03 | 9.495 | 9.448 | 8.638 | 9.194 | |
| Kling1.62026.03 | 9 | 9.06 | 8.333 | 8.8 | |
| UniVideo2026.03 | 8.886 | 8.962 | 8.2 | 8.683 | |
| Pika2026.03 | 7.542 | 7.847 | 6.837 | 7.408 | |
| VACE2026.03 | 6.171 | 7.552 | 6.199 | 6.64 | |
| InsV2V2026.03 | 5.304 | 6.428 | 4.971 | 5.567 | |
| Omni-Video2026.03 | 4.733 | 4.856 | 4.656 | 4.748 |