Pointmap Regression on DTU
0.948Mean AccuracyVGGT + Ours
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| VGGT + OursBackbone=VGGT, Method=Fin3R2025.11 | 0.948 | 0.52 | 1.879 | 0.905 | 0.699 | 0.787 | |
| Pi32025.11 | 1.151 | 0.622 | 1.793 | 0.629 | 0.668 | 0.754 | |
| QuantVGGTBit-Width (W/A)=8/82025.09 | 1.182 | 0.71 | 2.215 | 1.276 | 0.7 | 0.788 | |
| QuaRotBit-Width (W/A)=8/82025.09 | 1.184 | 0.712 | 2.231 | 1.311 | 0.694 | 0.778 | |
| Full Prec.Bit-Width (W/A)=16/162025.09 | 1.185 | 0.714 | 2.232 | 1.313 | 0.694 | 0.779 | |
| VGGTBackbone=VGGT2025.11 | 1.187 | 0.715 | 2.229 | 1.309 | 0.694 | 0.779 | |
| GPTQBit-Width (W/A)=8/82025.09 | 1.196 | 0.721 | 2.226 | 1.303 | 0.688 | 0.778 | |
| pi^32026.02 | 1.198 | 0.646 | 1.849 | 0.607 | 0.678 | 0.768 | |
| DopQ-ViTBit-Width (W/A)=8/82025.09 | 1.2 | 0.712 | 2.235 | 1.29 | 0.691 | 0.783 | |
| SmoothQuantBit-Width (W/A)=8/82025.09 | 1.201 | 0.719 | 2.229 | 1.281 | 0.692 | 0.776 | |
| QDropBit-Width (W/A)=8/82025.09 | 1.204 | 0.72 | 2.239 | 1.297 | 0.692 | 0.78 | |
| BRECQBit-Width (W/A)=8/82025.09 | 1.212 | 0.725 | 2.236 | 1.292 | 0.69 | 0.774 | |
| RTNBit-Width (W/A)=8/82025.09 | 1.216 | 0.73 | 2.237 | 1.31 | 0.687 | 0.773 | |
| QuantVGGTBit-Width (W/A)=4/42025.09 | 1.282 | 0.743 | 1.992 | 1.068 | 0.681 | 0.774 | |
| VGGT2026.02 | 1.338 | 0.779 | 1.896 | 0.992 | 0.676 | 0.766 | |
| TrajVG2026.02 | 1.435 | 0.762 | 2.119 | 0.621 | 0.678 | 0.769 | |
| GPTQBit-Width (W/A)=4/42025.09 | 1.442 | 0.899 | 1.997 | 1.068 | 0.675 | 0.761 | |
| DopQ-ViTBit-Width (W/A)=4/42025.09 | 1.587 | 0.906 | 2.003 | 1.075 | 0.673 | 0.755 | |
| QuaRotBit-Width (W/A)=4/42025.09 | 1.593 | 0.916 | 2.034 | 1.096 | 0.67 | 0.757 | |
| QDropBit-Width (W/A)=4/42025.09 | 1.642 | 0.912 | 2.012 | 1.073 | 0.673 | 0.754 | |
| BRECQBit-Width (W/A)=4/42025.09 | 1.688 | 0.924 | 2.024 | 1.082 | 0.662 | 0.762 | |
| RTNBit-Width (W/A)=4/42025.09 | 1.7 | 0.93 | 2.028 | 1.099 | 0.656 | 0.757 | |
| SmoothQuantBit-Width (W/A)=4/42025.09 | 1.74 | 0.944 | 1.993 | 1.083 | 0.675 | 0.764 | |
| FLARE2026.02 | 2.541 | 1.468 | 3.174 | 1.42 | 0.684 | 0.774 | |
| Fast3R2026.02 | 3.34 | 1.919 | 2.929 | 1.125 | 0.671 | 0.755 | |
| CUT3R2026.02 | 4.742 | 2.6 | 3.4 | 1.316 | 0.679 | 0.764 |