Point Map Estimation on 2K2K (Cross-domain)
2.513Accuracy (Acc)Ours
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Oursd=64, # Trainable Param.=19.3 M2026.04 | 2.513 | 1.754 | 93.56 | |
| LoRArank=256, # Trainable Param.=261.4 M2026.04 | 2.517 | 1.769 | 93.99 | |
| LoRArank=32, # Trainable Param.=32.7 M2026.04 | 2.633 | 1.773 | 93 | |
| LoRArank=16, # Trainable Param.=16.3 M2026.04 | 2.717 | 1.829 | 92.73 | |
| PiSSArank=16, # Trainable Param.=16.3 M2026.04 | 2.791 | 1.866 | 92.92 | |
| Oursd=32, # Trainable Param.=7.6 M2026.04 | 2.825 | 1.878 | 93 | |
| LoRArank=128, # Trainable Param.=130.7 M2026.04 | 2.986 | 1.959 | 93.86 | |
| PiSSArank=32, # Trainable Param.=32.7 M2026.04 | 2.991 | 1.972 | 92.59 | |
| LoRArank=64, # Trainable Param.=65.3 M2026.04 | 3.017 | 1.968 | 93.18 | |
| Oursd=16, # Trainable Param.=4.7 M2026.04 | 3.019 | 1.887 | 91.7 | |
| VGGT# Trainable Param.=-2026.04 | 3.103 | 2.122 | 92.81 | |
| Full# Trainable Param.=853.6 M2026.04 | 3.655 | 2.213 | 92.25 | |
| PiSSArank=64, # Trainable Param.=65.3 M2026.04 | 3.73 | 2.328 | 91.13 | |
| PiSSArank=128, # Trainable Param.=130.7 M2026.04 | 3.745 | 2.25 | 91.52 | |
| PiSSArank=256, # Trainable Param.=261.4 M2026.04 | 4.122 | 2.288 | 91.38 |