3D Head Reconstruction on NeRSemble (test)
24.22PSNRFHAvatar (full)
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| FHAvatar (full)Input Frames=16, Modeling Time=130.12 s, FPS=242.212026.03 | 24.22 | 83.7 | 0.271 | 2.72 | 77 | |
| FHAvatar (full)Input Frames=6, Modeling Time=52.15 s, FPS=246.922026.03 | 23.71 | 82.5 | 0.296 | 3.08 | 72.1 | |
| GaussianAvatarsInput Frames=16, Modeling Time=~ 4.2 h, FPS=32.792026.03 | 23.5 | 76.9 | 0.152 | 5.54 | 62.9 | |
| GaussianAvatarsInput Frames=6, Modeling Time=~ 1.5 h, FPS=48.152026.03 | 23.44 | 78.4 | 0.3 | 7.41 | 46.5 | |
| FHAvatar (full)Input Frames=3, Modeling Time=49.23 s, FPS=258.222026.03 | 23.4 | 81.3 | 0.295 | 3.37 | 70 | |
| FHAvatar (full)Input Frames=1, Modeling Time=49.01 s, FPS=259.562026.03 | 22.8 | 79.7 | 0.303 | 3.66 | 66.5 | |
| FHAvatar (single-pass)Input Frames=1, Modeling Time=3.13 s, FPS=258.362026.03 | 22.46 | 80.3 | 0.325 | 3.96 | 52.2 | |
| GaussianAvatarsInput Frames=3, Modeling Time=~ 1.2 h, FPS=47.232026.03 | 21.68 | 74.7 | 0.328 | 13 | 34.7 | |
| FlashAvatarInput Frames=3, Modeling Time=~ 1 h, FPS=220.452026.03 | 18.1 | 65.9 | 0.364 | 51.07 | 16.1 | |
| MeGAInput Frames=16, Modeling Time=~ 5 h, FPS=28.432026.03 | 17.98 | 72.9 | 0.29 | 10 | 44.6 | |
| MeGAInput Frames=6, Modeling Time=~ 5 h, FPS=34.982026.03 | 17.29 | 68 | 0.346 | 13.3 | 29 | |
| MeGAInput Frames=3, Modeling Time=~ 4 h, FPS=33.642026.03 | 16.63 | 60.7 | 0.459 | 29.66 | 23.6 | |
| DiffusionRigInput Frames=6, Modeling Time=~ 18 m, FPS=0.412026.03 | 16.55 | 27.6 | 0.49 | 56.27 | 58.6 | |
| LAMInput Frames=1, Modeling Time=0.31 s, FPS=142.772026.03 | 16.41 | 66.2 | 0.409 | 48.64 | 46.1 | |
| DiffusionRigInput Frames=1, Modeling Time=~ 7 m, FPS=0.852026.03 | 16.39 | 25.6 | 0.487 | 56.48 | 42.3 | |
| DiffusionRigInput Frames=3, Modeling Time=~ 14 m, FPS=0.892026.03 | 16.29 | 27.1 | 0.492 | 56.59 | 52.4 | |
| DiffusionRigInput Frames=16, Modeling Time=~ 36 m, FPS=0.492026.03 | 16.21 | 25.7 | 0.528 | 56.7 | 67.3 | |
| FlashAvatarInput Frames=6, Modeling Time=~ 1.5 h, FPS=217.552026.03 | 16.08 | 60.1 | 0.437 | 72.91 | 7.4 | |
| FlashAvatarInput Frames=16, Modeling Time=~ 1.5 h, FPS=198.122026.03 | 15.84 | 61.2 | 0.447 | 70.06 | 5.5 | |
| GAGAvatarInput Frames=1, Modeling Time=1.54 s, FPS=44.162026.03 | 14.19 | 56.8 | 0.522 | 84.1 | 59.9 |