Point Map Estimation on THuman 2.1 (In-domain)
4.292Accuracy (Acc)PiSSA
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| PiSSArank=256, # Trainable Param.=261.4 M2026.04 | 4.292 | 3.689 | 90.19 | |
| PiSSArank=128, # Trainable Param.=130.7 M2026.04 | 4.052 | 2.416 | 90.1 | |
| PiSSArank=64, # Trainable Param.=65.3 M2026.04 | 3.931 | 2.351 | 89.42 | |
| LoRArank=256, # Trainable Param.=261.4 M2026.04 | 3.521 | 4.978 | 91.81 | |
| Oursd=16, # Trainable Param.=4.7 M2026.04 | 3.392 | 2.138 | 90.91 | |
| Oursd=32, # Trainable Param.=7.6 M2026.04 | 3.332 | 2.22 | 91.56 | |
| PiSSArank=32, # Trainable Param.=32.7 M2026.04 | 3.228 | 2.028 | 90.59 | |
| LoRArank=16, # Trainable Param.=16.3 M2026.04 | 3.195 | 2.089 | 91.63 | |
| LoRArank=128, # Trainable Param.=130.7 M2026.04 | 3.188 | 2.507 | 92.48 | |
| Full# Trainable Param.=853.6 M2026.04 | 3.053 | 1.932 | 91.17 | |
| PiSSArank=16, # Trainable Param.=16.3 M2026.04 | 3.009 | 1.921 | 90.81 | |
| LoRArank=32, # Trainable Param.=32.7 M2026.04 | 2.849 | 1.922 | 91.85 | |
| VGGT# Trainable Param.=-2026.04 | 2.816 | 1.911 | 91.51 | |
| LoRArank=64, # Trainable Param.=65.3 M2026.04 | 2.791 | 1.902 | 92.12 | |
| Oursd=64, # Trainable Param.=19.3 M2026.04 | 2.745 | 1.882 | 91.82 |