Human Texture Reconstruction on THuman 3.0
0.0368LPIPS (Front)MultiGO++
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| MultiGO++trained on more data=true2026.03 | 0.0368 | 0.0567 | 0.9842 | 0.9646 | 26.747 | 24.201 | |
| MultiGO++2026.03 | 0.0377 | 0.0588 | 0.9826 | 0.963 | 26.358 | 23.92 | |
| MultiGOBody Prior=Estimated SMPL/SMPL-X2024.12 | 0.0457 | 0.0616 | 0.9623 | 0.9512 | 23.794 | 22.657 | |
| MultiGO2026.03 | 0.0457 | 0.0616 | 0.9623 | 0.9512 | 23.794 | 22.657 | |
| H3Diff.trained on more data=true2026.03 | 0.054 | 0.061 | 0.9553 | 0.9498 | 23.402 | 22.032 | |
| FOF-X2026.03 | 0.0578 | 0.0692 | 0.9473 | 0.9381 | 22.73 | 21.587 | |
| PSHuman2026.03 | 0.0587 | 0.0641 | 0.9302 | 0.9338 | 21.165 | 21.137 | |
| SIFU2026.03 | 0.0594 | 0.0764 | 0.9307 | 0.9245 | 21.103 | 20.351 | |
| SiFUBody Prior=Estimated SMPL/SMPL-X2024.12 | 0.0597 | 0.0768 | 0.9302 | 0.9243 | 21.101 | 20.349 | |
| ICON2026.03 | 0.0602 | — | 0.9287 | — | 21.126 | — | |
| HumanRef2026.03 | 0.0603 | 0.0767 | 0.9373 | 0.928 | 21.783 | 19.942 | |
| ICONBody Prior=Estimated SMPL/SMPL-X2024.12 | 0.0608 | — | 0.9291 | — | 21.127 | — | |
| SiTHBody Prior=Estimated SMPL/SMPL-X2024.12 | 0.0612 | 0.0766 | 0.9232 | 0.9107 | 20.326 | 19.355 | |
| SiTH2026.03 | 0.0618 | 0.077 | 0.9233 | 0.911 | 20.324 | 19.353 | |
| GTABody Prior=Estimated SMPL/SMPL-X2024.12 | 0.0633 | 0.077 | 0.9298 | 0.9275 | 21.113 | 20.497 | |
| GTA2026.03 | 0.0633 | 0.077 | 0.9298 | 0.9275 | 21.113 | 20.497 | |
| ECON2026.03 | 0.0638 | — | 0.9258 | — | 20.951 | — | |
| R2Human2026.03 | 0.0654 | 0.0829 | 0.928 | 0.9126 | 20.598 | 19.226 | |
| ECONBody Prior=Estimated SMPL/SMPL-X2024.12 | 0.0658 | — | 0.9261 | — | 20.961 | — | |
| PIFuBody Prior=Estimated SMPL/SMPL-X2024.12 | 0.0706 | 0.0849 | 0.9242 | 0.9007 | 20.104 | 17.926 | |
| PIFu2026.03 | 0.0706 | 0.0849 | 0.9242 | 0.9007 | 20.104 | 17.926 |