Cut & Drag on VBench (test)
0.314CLIP-T ScoreGWTF
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| GWTFModel Type=Conditional Manipulation2026.05 | 0.314 | 0.62 | 0.637 | 0.097 | 152.81 | 0.942 | 0.981 | 0.647 | |
| phi-NoiseModel Type=Conditional Manipulation2026.05 | 0.313 | 0.637 | 0.627 | 0.171 | 101.49 | 0.918 | 0.964 | 0.764 | |
| TTMModel Type=Conditional Manipulation2026.05 | 0.311 | 0.647 | 0.653 | 0.11 | 102.39 | 0.948 | 0.978 | 0.705 | |
| Wan-I2VModel Type=Unconditioned Base Model2026.05 | 0.308 | 0.652 | 0.644 | 0.116 | 181.1 | 0.942 | 0.978 | 0.647 |