Novel-view and novel-pose synthesis on UMA Pose (train)
36.8PSNRUMA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| UMAGFLOPS=1804, Param (M)=184.0, FPS=9.92026.04 | 36.8 | 96.57 | 41.9 | |
| ASHGFLOPS=1804, Param (M)=181.5, FPS=10.02026.04 | 35.96 | 95.69 | 63.84 | |
| OursGFLOPS=0.52, Param (M)=26.67, FPS=182.22026.04 | 32.31 | 93.2 | 53.88 | |
| Ani GaussiansGFLOPS=2205.4, Param (M)=230.7, FPS=5.12026.04 | 29.07 | 90.42 | 75.42 | |
| TaoAvatarGFLOPS=1.80, Param (M)=592, FPS=87.82026.04 | 28.66 | 92.47 | 90.74 | |
| MeshAvatarGFLOPS=518, Param (M)=39.51, FPS=1.12026.04 | 27.23 | 88.73 | 105.7 | |
| GaussianAvatarGFLOPS=112.3, Param (M)=5.77, FPS=34.62026.04 | 25.88 | 88.84 | 127.2 | |
| 3DGS-AvatarGFLOPS=6.84, Param (M)=3.23, FPS=35.22026.04 | 25.55 | 88.65 | 141.6 |