Camera Pose Estimation on 7Scenes
0.3Chess Translational Error (cm)GLPoI
Evaluation Results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| GLPoIMethod Category (CPR/SCR/NRP)=NRP2025.02 | 0.3 | 0.1 | 0.6 | 0.21 | 0.3 | 0.22 | 0.4 | 0.19 | 0.7 | 0.13 | 0.5 | 0.2 | 2.1 | 0.62 | 0.7 | 0.24 | |
| PoIMethod Category (CPR/SCR/NRP)=NRP2025.02 | 0.4 | 0.13 | 0.5 | 0.27 | 0.4 | 0.15 | 0.7 | 0.2 | 0.8 | 0.17 | 0.5 | 0.2 | 2.2 | 0.55 | 0.8 | 0.25 | |
| GSplatLocMethod Category (CPR/SCR/NRP)=NRP2025.02 | 0.43 | 0.16 | 1.03 | 0.32 | 1.06 | 0.62 | 1.85 | 0.4 | 1.8 | 0.35 | 2.71 | 0.55 | 8.83 | 2.34 | 2.53 | 0.68 | |
| DSAC*Method Category (CPR/SCR/NRP)=SCR2025.02 | 0.5 | 0.17 | 0.8 | 0.28 | 0.5 | 0.34 | 1.2 | 0.34 | 1.2 | 0.28 | 0.7 | 0.21 | 2.7 | 0.78 | 1.1 | 0.34 | |
| ACEMethod Category (CPR/SCR/NRP)=SCR2025.02 | 0.5 | 0.18 | 0.8 | 0.33 | 0.5 | 0.33 | 1 | 0.29 | 1 | 0.22 | 0.8 | 0.2 | 2.9 | 0.81 | 1.1 | 0.34 | |
| GLACEMethod Category (CPR/SCR/NRP)=SCR2025.02 | 0.6 | 0.18 | 0.9 | 0.34 | 0.6 | 0.34 | 1.1 | 0.29 | 0.9 | 0.23 | 0.8 | 0.2 | 3.2 | 0.93 | 1.2 | 0.36 | |
| PoseCompassSource=Ours2026.05 | 1.2 | 0.65 | 1.4 | 0.81 | 1.1 | 1.15 | 1.8 | 0.72 | 1.9 | 0.88 | 2.3 | 1.05 | 3.1 | 0.98 | 1.8 | 0.89 | |
| MarepoMethod Category (CPR/SCR/NRP)=CPR2025.02 | 1.9 | 0.83 | 2.3 | 0.92 | 21 | 1.24 | 2.9 | 0.93 | 2.5 | 0.88 | 2.9 | 0.98 | 5.9 | 1.48 | 2.9 | 1.04 | |
| RAPSource=ICCV252026.05 | 2 | 0.85 | 6 | 3.45 | 5 | 5.49 | 5 | 1.94 | 4 | 1.7 | 7 | 2.12 | 9 | 2.11 | 5 | 2.52 | |
| MaRepo_s (Random Aug)Source=CVPR242026.05 | 2.1 | 1.24 | 2.3 | 1.39 | 1.8 | 2.03 | 3.8 | 1.26 | 3.5 | 1.48 | 4.2 | 1.71 | 5.6 | 1.67 | 3.2 | 1.54 | |
| MaRepoSource=CVPR242026.05 | 2.6 | 1.35 | 2.5 | 1.42 | 2.3 | 2.21 | 3.6 | 1.44 | 4.2 | 1.55 | 5.1 | 1.99 | 6.7 | 1.83 | 3.9 | 1.68 | |
| LENSMethod Category (CPR/SCR/NRP)=NRP2025.02 | 3 | 1.3 | 10 | 3.7 | 7 | 5.8 | 7 | 1.9 | 8 | 2.2 | 9 | 2.2 | 14 | 3.6 | 8 | 3 | |
| DFNetMethod Category (CPR/SCR/NRP)=NRP2025.02 | 3 | 1.12 | 6 | 2.3 | 4 | 2.29 | 6 | 1.54 | 7 | 1.92 | 7 | 1.74 | 12 | 2.63 | 6 | 1.93 | |
| PMNetSource=ECCV242026.05 | 4 | 1.7 | 10 | 4.51 | 7 | 4.23 | 7 | 1.96 | 14 | 3.33 | 14 | 3.36 | 16 | 3.62 | 10 | 3.24 | |
| DFNetSource=ECCV222026.05 | 5 | 1.88 | 17 | 6.45 | 6 | 3.63 | 8 | 2.48 | 10 | 2.78 | 22 | 5.45 | 16 | 3.29 | 12 | 3.71 | |
| MapNetSource=CVPR182026.05 | 8 | 3.25 | 27 | 11.7 | 18 | 13.3 | 17 | 5.15 | 22 | 4.02 | 23 | 4.93 | 30 | 12.1 | 21 | 7.77 | |
| PoseNet15Method Category (CPR/SCR/NRP)=CPR2025.02 | 10 | 4.02 | 27 | 10 | 18 | 13 | 17 | 5.97 | 19 | 4.67 | 22 | 5.91 | 35 | 10.5 | 21 | 7.74 | |
| MS-TransformerSource=ICCV212026.05 | 11 | 4.66 | 24 | 9.6 | 14 | 12.2 | 17 | 5.66 | 18 | 4.44 | 17 | 5.94 | 17 | 5.94 | 18 | 7.28 | |
| PAESource=ECCV222026.05 | 12 | 4.95 | 24 | 9.31 | 14 | 12.5 | 19 | 5.79 | 18 | 4.89 | 18 | 6.19 | 25 | 8.74 | 19 | 7.48 | |
| PoseNetSource=ICCV152026.05 | 32 | 8.12 | 47 | 14.4 | 29 | 1.2 | 48 | 7.68 | 47 | 8.42 | 59 | 8.64 | 47 | 13.8 | 44 | 10.4 |