Human Dance Generation on TikTok (test)
0.836SSIMPoseAnything
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| PoseAnythingtraining iterations=1,5002025.12 | 0.836 | — | 31.5 | 0.224 | 0 | — | 133.95 | |
| Unianimate2025.12 | 0.811 | — | 30.77 | 0.231 | 0.0003 | — | 148.06 | |
| Animate-X2025.12 | 0.806 | — | 30.78 | 0.232 | 0.0003 | — | 139.01 | |
| Champ2025.12 | 0.802 | — | 29.91 | 0.234 | 0.0003 | — | 160.82 | |
| MagicPose2025.12 | 0.752 | — | 29.53 | 0.292 | 0.0001 | — | — | |
| AnimateAnyone2025.12 | 0.718 | — | 29.56 | 0.285 | — | — | 171.9 | |
| MagicAnimate2025.12 | 0.714 | — | 29.16 | 0.239 | 0.0003 | — | 179.07 | |
| DISCOHAP=true, CFG=true, Fine-tuning stage scale=~600 TikTok-style videos2023.06 | 0.674 | 28.31 | 16.68 | 0.285 | 0.0004 | 55.17 | 267.75 | |
| TPSDirect Target Image Input=true2023.06 | 0.673 | 53.78 | 18.32 | 0.299 | 0.0003 | 72.55 | 306.17 | |
| MRAADirect Target Image Input=true2023.06 | 0.672 | 54.47 | 18.14 | 0.296 | 0.0003 | 66.36 | 284.82 | |
| DISCOHAP=true, CFG=true2023.06 | 0.668 | 30.75 | 16.55 | 0.292 | 0.0004 | 59.9 | 292.8 | |
| Disco2025.12 | 0.668 | — | 29.03 | 0.292 | 0.0004 | — | 292.8 | |
| DISCOHAP=true, CFG=false2023.06 | 0.663 | 38.19 | 16.32 | 0.291 | 0.0004 | 61.88 | 286.91 | |
| FOMMDirect Target Image Input=true2023.06 | 0.648 | 85.03 | 17.26 | 0.335 | 0.0004 | 90.09 | 405.22 | |
| DISCOHAP=false, CFG=false2023.06 | 0.631 | 61.06 | 15.38 | 0.317 | 0.0004 | 73.29 | 366.39 | |
| DreamPoseCFG=true2023.06 | 0.511 | 72.62 | 12.82 | 0.442 | 0.0007 | 78.77 | 551.02 | |
| DreamPoseCFG=false2023.06 | 0.509 | 79.46 | 13.19 | 0.45 | 0.0007 | 80.51 | 551.56 |