Human Image Animation on Authors' Hand Dynamics Benchmark 100 curated cases
60.6SSIM (Hand)Implicit Preference Alignment
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Implicit Preference AlignmentPretrained Model=VACE-14B, Training Mode=LoRA (rank 128)2026.05 | 60.6 | 18.9 | |
| Wan-AnimateFoundation Model=Wan2026.05 | 54.4 | 14.1 | |
| Wan2.2-Fun-A14B-ControlFoundation Model=Wan2026.05 | 50.7 | 14.3 | |
| VACEFoundation Model=Wan2026.05 | 50.1 | 15.3 | |
| UniAnimate-DiTFoundation Model=Wan2026.05 | 47.2 | 14.2 | |
| MimicMotionFoundation Model=Stable Video Diffusion2026.05 | 44.4 | 12.7 |