Human Image Animation on Unseen
27.62FIDDirectAnimator
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| DirectAnimatorTraining Steps=4*H20×40K2026.06 | 27.62 | 70.8 | 29.41 | 0.249 | 0.0003 | 0.661 | 0.723 | 276.34 | |
| UniAnimate-DiT2026.06 | 29.92 | 64.9 | 27.89 | 0.261 | 0.0003 | 0.647 | 0.684 | 289.45 | |
| StableAnimatorTraining Steps=4*A100×33M2026.06 | 31.89 | 60.3 | 27.11 | 0.273 | 0.0004 | 0.653 | 0.704 | 365.52 | |
| ChampTraining Steps=8*A100×80K2026.06 | 34.62 | 53.9 | 24.76 | 0.369 | 0.0005 | 0.526 | 0.589 | 639.41 | |
| AnimateAnyoneTraining Steps=4*A100×40K2026.06 | 36.49 | 56.6 | 24.68 | 0.332 | 0.0004 | 0.527 | 0.577 | 785.33 | |
| DynamiCtrlTraining Steps=8*H20×50K2026.06 | 36.8 | 63.3 | 27.43 | 0.269 | 0.0004 | 0.619 | 0.702 | 339.8 | |
| MimicMotionTraining Steps=8*A100×6M2026.06 | 37.67 | 57.8 | 25.53 | 0.318 | 0.0005 | 0.563 | 0.621 | 435.2 | |
| MagicAnimate2026.06 | 42.72 | 43.5 | 23.17 | 0.453 | 0.0006 | 0.532 | 0.603 | 833.1 |