Portrait Animation (Self-reenactment) on VFHQ (test)
164.1895FVDPerformRecast
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| PerformRecastArchitecture Type=Ours2026.03 | 164.1895 | 22.7117 | 78.95 | 0.1593 | 0.0409 | 84.34 | 4.9976 | 0.2606 | 0.009 | 20.1612 | |
| LivePortraitArchitecture Type=Non-diffusion based2026.03 | 192.0196 | 22.8809 | 78.91 | 0.165 | 0.0433 | 80.08 | 6.595 | 0.3419 | 0.0095 | 21.3192 | |
| AniPortraitArchitecture Type=Diffusion-based2026.03 | 210.9606 | 21.0342 | 73.34 | 0.1809 | 0.0499 | 76.54 | 10.0084 | 0.4143 | 0.015 | 26.6765 | |
| Hunyuan-PortraitArchitecture Type=Diffusion-based2026.03 | 266.6914 | 16.97 | 63.66 | 0.3291 | 0.0873 | 77.41 | 9.9504 | 0.4218 | 0.0355 | 28.0526 | |
| Wan-AnimateArchitecture Type=Diffusion-based2026.03 | 302.6864 | 18.3191 | 65.05 | 0.2825 | 0.0768 | 73.27 | 9.5602 | 0.4797 | 0.0186 | 26.8861 | |
| LIA-XArchitecture Type=Non-diffusion based2026.03 | 317.5413 | 18.249 | 67.11 | 0.2763 | 0.0731 | 74.16 | 10.6918 | 0.5797 | 0.0768 | 35.1192 | |
| FYEArchitecture Type=Diffusion-based2026.03 | 343.32 | 20.1905 | 71.68 | 0.2118 | 0.0564 | 76.18 | 11.8316 | 0.5676 | 0.0273 | 30.0686 | |
| SkyReels-A1Architecture Type=Diffusion-based2026.03 | 363.1019 | 17.4286 | 66.44 | 0.3332 | 0.087 | 71.03 | 13.1925 | 0.5291 | 0.0306 | 34.9209 | |
| EDTalkArchitecture Type=Non-diffusion based2026.03 | 369.9713 | 20.0771 | 72.72 | 0.3054 | 0.0648 | 67.4 | 16.3315 | 0.572 | 0.0252 | 60.5285 | |
| X-NeMoArchitecture Type=Diffusion-based2026.03 | 373.0014 | 16.5234 | 56.66 | 0.3404 | 0.096 | 74.72 | 10.3959 | 0.4102 | 0.0152 | 34.3514 | |
| FYEfull name=Follow-Your-Emoji2026.03 | 382.6 | — | — | — | — | — | — | — | — | — | |
| FG-Portrait2026.03 | 412.1 | — | — | — | — | — | — | — | — | — | |
| Hunyuanfull name=HunyuanPortrait2026.03 | 430.2 | — | — | — | — | — | — | — | — | — | |
| EMOPortraitArchitecture Type=Non-diffusion based2026.03 | 444.5448 | 18.7677 | 69.79 | 0.2711 | 0.0648 | 62.97 | 7.7967 | 0.4676 | 0.0179 | 43.2991 | |
| FantasyPortraitArchitecture Type=Diffusion-based2026.03 | 446.281 | 16.8794 | 63.21 | 0.3394 | 0.0963 | 73.68 | 9.9752 | 0.4743 | 0.0393 | 42.5995 | |
| ReliPAArchitecture Type=Diffusion-based2026.03 | 470.7546 | 16.1173 | 62.64 | 0.3702 | 0.103 | 53.17 | 12.5351 | 0.5572 | 0.021 | 41.1397 | |
| Face-Adapter2026.03 | 472.3 | — | — | — | — | — | — | — | — | — | |
| Portrait4D-v2Architecture Type=Non-diffusion based2026.03 | 506.1298 | 14.3781 | 56.01 | 0.4877 | 0.1268 | 75.25 | 8.4331 | 0.4434 | 0.0262 | 55.0744 | |
| EMOPortrait2026.03 | 567.2 | — | — | — | — | — | — | — | — | — | |
| X-Portrait2026.03 | 575.3 | — | — | — | — | — | — | — | — | — | |
| PD-FGCArchitecture Type=Non-diffusion based2026.03 | 628.5279 | 16.4477 | 62 | 0.4252 | 0.0936 | 32.82 | 11.9368 | 0.6345 | 0.0322 | 76.2318 | |
| VACEArchitecture Type=Diffusion-based2026.03 | 918.8369 | 11.1789 | 53.98 | 0.5259 | 0.2117 | 43.11 | 13.0378 | 0.6314 | 0.0248 | 99.9335 | |
| AvatarArtistArchitecture Type=Diffusion-based2026.03 | 1,043.3879 | 13.3046 | 54.14 | 0.5791 | 0.1524 | 40.25 | 16.3325 | 0.6983 | 0.0443 | 91.3534 | |
| GAGAvatarArchitecture Type=Non-diffusion based2026.03 | — | — | — | — | — | 78.78 | 8.1317 | 0.4057 | 0.014 | — |