3D Human Reconstruction on THuman 2.1 (test)
33.16PSNRHumanRAM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| HumanRAMSource dataset=TH2.1, Number of views=42026.04 | 33.16 | 0.98 | 0.018 | |
| HumanGSSource dataset=TH2.1, Number of views=42026.04 | 30.81 | 0.98 | 0.024 | |
| LVSMSource dataset=TH2.1, Number of views=42026.04 | 27.13 | 0.95 | 0.051 | |
| GHGSource dataset=TH2.1, Number of views=42026.04 | 26.91 | 0.96 | 0.039 | |
| GHG*Source dataset=TH2.1, Number of views=42026.04 | 22.8 | 0.91 | 0.067 | |
| GST*Source dataset=TH2.1, Number of views=42026.04 | 21.58 | 0.92 | 0.091 | |
| PSHumanTraining=Post-trained with DrPose on DrPose15K2026.03 | 20.8594 | 90.78 | 0.1063 | |
| Era3DTraining=Post-trained with DrPose on DrPose15K2026.03 | 20.3563 | 90.5 | 0.1134 | |
| LORM+CrowdRefinerOcclusion Mask=randomly applied masks2026.03 | 18.619 | 0.931 | 0.914 | |
| LORMOcclusion Mask=randomly applied masks2026.03 | 18.566 | 0.923 | 0.956 | |
| PSHuman2026.03 | 18.388 | 89.22 | 0.1286 | |
| LHMOcclusion Mask=randomly applied masks2026.03 | 18.171 | 0.918 | 1.012 | |
| IDOLOcclusion Mask=randomly applied masks2026.03 | 18.063 | 0.919 | 0.994 | |
| Era3D*Note=Fine-tuned on CustomHumans and THuman2.1 using conventional DDPM loss2026.03 | 17.7662 | 88.26 | 0.141 | |
| SiTH2026.03 | 17.7473 | 88.29 | 0.1371 | |
| H3D2026.03 | 17.329 | 86.56 | 0.1561 |