Novel Expression Synthesis on NeRSemble
36.56PSNRMeGA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MeGASubject=4602024.04 | 36.56 | 97.5 | 0.027 | |
| MeGASubject=2532024.04 | 36.06 | 96.8 | 0.038 | |
| GaussianAvatarsSubject=4602024.04 | 34.94 | 97.4 | 0.031 | |
| MeGASubject=2642024.04 | 34.05 | 96.6 | 0.044 | |
| MeGASubject=3022024.04 | 33.5 | 95.4 | 0.05 | |
| GaussianAvatarsSubject=2642024.04 | 33.36 | 97.1 | 0.046 | |
| MeGASubject=3062024.04 | 33.16 | 96.2 | 0.045 | |
| GaussianAvatarsSubject=2532024.04 | 33.12 | 96.4 | 0.041 | |
| MeGASubject=2182024.04 | 32.76 | 96.8 | 0.042 | |
| GaussianAvatarsSubject=3062024.04 | 32.57 | 94.8 | 0.044 | |
| MeGASubject=average2024.04 | 32.47 | 94.7 | 0.058 | |
| GaussianAvatarsSubject=3022024.04 | 32.28 | 94.5 | 0.062 | |
| GaussianAvatarsSubject=average2024.04 | 31.45 | 94.7 | 0.06 | |
| GaussianAvatarsSubject=2182024.04 | 30.89 | 96.2 | 0.045 | |
| GaussianAvatarsSubject=3042024.04 | 29.43 | 90.3 | 0.081 | |
| MeGASubject=0742024.04 | 29.32 | 91.7 | 0.096 | |
| MeGASubject=3042024.04 | 29.02 | 89.1 | 0.082 | |
| GaussianAvatarsSubject=0742024.04 | 28.9 | 91.9 | 0.094 | |
| PointAvatarsSubject=2182024.04 | 28.25 | 93.5 | 0.073 | |
| PointAvatarsSubject=4602024.04 | 28.24 | 95.2 | 0.099 | |
| MeGASubject=1042024.04 | 27.8 | 92.1 | 0.098 | |
| GaussianAvatarsSubject=1042024.04 | 27.6 | 93.7 | 0.094 | |
| PointAvatarsSubject=2642024.04 | 27.12 | 93.9 | 0.076 | |
| PointAvatarsSubject=2532024.04 | 26.33 | 92.5 | 0.081 | |
| PointAvatarsSubject=3022024.04 | 25.88 | 91.6 | 0.156 | |
| GAGAvatarSetting=One-shot2026.06 | 25.87 | 85.7 | 0.095 | |
| PointAvatarsSubject=average2024.04 | 25.79 | 91.6 | 0.103 | |
| PointAvatarsSubject=3062024.04 | 25.54 | 92.2 | 0.079 | |
| PointAvatarsSubject=0742024.04 | 24.24 | 88.3 | 0.132 | |
| FFAvatarSetting=Few-shot2026.06 | 24.08 | 88.1 | 0.075 | |
| PointAvatarsSubject=3042024.04 | 23.98 | 87.4 | 0.121 | |
| GPAvatarSetting=Few-shot2026.06 | 22.58 | 82.9 | 0.154 | |
| PointAvatarsSubject=1042024.04 | 22.57 | 89.9 | 0.111 | |
| FastAvatarSetting=Few-shot2026.06 | 22.49 | 84.5 | 0.135 | |
| LAM-20KSetting=One-shot2026.06 | 20.55 | 83.4 | 0.122 | |
| FFAvatarSetting=One-shot2026.06 | 20.23 | 85.1 | 0.106 | |
| FastAvatarSetting=One-shot2026.06 | 19.41 | 82.1 | 0.185 | |
| Portrait4D-v2Setting=One-shot2026.06 | 18.24 | 81.4 | 0.152 | |
| GaussianAvatarsSetting=Train From Scratch2026.06 | 17.56 | 82.2 | 0.178 | |
| Real3DPortraitSetting=One-shot2026.06 | 17.48 | 82.1 | 0.165 | |
| FlashAvatarSetting=Train From Scratch2026.06 | 16.94 | 76.4 | 0.221 |