Human Texture Reconstruction on CustomHuman
0.0372LPIPS (Front)MultiGO++
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| MultiGO++trained on more data=true2026.03 | 0.0372 | 0.0599 | 96.79 | 94.75 | 23.646 | 21.313 | |
| MultiGO++2026.03 | 0.0411 | 0.0641 | 96.54 | 94.29 | 23.122 | 20.865 | |
| MultiGOBody Prior=Estimated SMPL/SMPL-X2024.12 | 0.0414 | 0.0643 | 96.03 | 94.15 | 22.347 | 20.849 | |
| MultiGO2026.03 | 0.0414 | 0.0643 | 96.03 | 94.15 | 22.347 | 20.849 | |
| H3Diff.trained on more data=true2026.03 | 0.0569 | 0.0641 | 93.98 | 93.52 | 20.909 | 20.436 | |
| FOF-X2026.03 | 0.0628 | 0.0746 | 93.84 | 91.69 | 21.905 | 19.865 | |
| PSHuman2026.03 | 0.0647 | 0.0717 | 90.69 | 90.24 | 18.859 | 18.564 | |
| SiTH2026.03 | 0.0667 | 0.0841 | 90.1 | 88.73 | 18.42 | 17.613 | |
| SiTHBody Prior=Estimated SMPL/SMPL-X2024.12 | 0.0679 | 0.0843 | 90.07 | 88.7 | 18.417 | 17.608 | |
| SIFU2026.03 | 0.0682 | 0.088 | 90.18 | 89.07 | 18.71 | 18.114 | |
| HumanRef2026.03 | 0.0686 | 0.0862 | 91.01 | 89.95 | 19.592 | 18.902 | |
| SiFUBody Prior=Estimated SMPL/SMPL-X2024.12 | 0.0692 | 0.0879 | 90.23 | 89.15 | 18.715 | 18.111 | |
| ICONBody Prior=Estimated SMPL/SMPL-X2024.12 | 0.071 | — | 89.76 | — | 18.613 | — | |
| ICON2026.03 | 0.0714 | — | 89.75 | — | 18.614 | — | |
| GTABody Prior=Estimated SMPL/SMPL-X2024.12 | 0.073 | 0.0891 | 90.03 | 89.23 | 18.79 | 18.229 | |
| GTA2026.03 | 0.073 | 0.0891 | 90.03 | 89.23 | 18.79 | 18.229 | |
| R2Human2026.03 | 0.0776 | 0.0908 | 89.74 | 88.44 | 18.485 | 17.46 | |
| ECON2026.03 | 0.0777 | — | 88.7 | — | 18.437 | — | |
| ECONBody Prior=Estimated SMPL/SMPL-X2024.12 | 0.0781 | — | 88.68 | — | 18.454 | — | |
| PIFuBody Prior=Estimated SMPL/SMPL-X2024.12 | 0.0792 | 0.0966 | 89.65 | 87.42 | 18.141 | 16.721 | |
| PIFu2026.03 | 0.0792 | 0.0966 | 89.65 | 87.42 | 18.141 | 16.721 |