Reconstruction on Replica (Accuracy/Completeness Metrics)
1.47Accuracy (cm)GeoGS-SLAM
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| GeoGS-SLAMSequence=Room1, Online mode=true, Offline map refinement=true2026.07 | 1.47 | 3.22 | 86.44 | |
| RGS-SLAM2025.12 | 1.537 | 1.477 | 97.843 | |
| GeoGS-SLAMSequence=Room0, Online mode=true, Offline map refinement=true2026.07 | 1.63 | 3.92 | 86.77 | |
| GeoGS-SLAMSequence=Office1, Online mode=true, Offline map refinement=true2026.07 | 1.63 | 3.2 | 85.97 | |
| Vox-Fusion2025.12 | 1.882 | 2.563 | 90.936 | |
| GeoGS-SLAMSequence=Office2, Online mode=true, Offline map refinement=true2026.07 | 1.94 | 4.34 | 81.92 | |
| SNI-SLAM2025.12 | 1.942 | 1.702 | 96.624 | |
| ESLAM2025.12 | 2.082 | 1.754 | 96.427 | |
| GeoGS-SLAMSequence=Avg, Online mode=true, Offline map refinement=true2026.07 | 2.09 | 3.95 | 83.67 | |
| GeoGS-SLAMSequence=Room2, Online mode=true, Offline map refinement=true2026.07 | 2.1 | 3.83 | 85.09 | |
| Co-SLAM2025.12 | 2.104 | 2.082 | 93.435 | |
| GeoGS-SLAMSequence=Office3, Online mode=true, Offline map refinement=true2026.07 | 2.36 | 4.47 | 80.08 | |
| NICE-SLAM2025.12 | 2.373 | 2.645 | 91.137 | |
| GeoGS-SLAMSequence=Office0, Online mode=true, Offline map refinement=true2026.07 | 2.7 | 3.46 | 83.05 | |
| HI-SLAM2Sequence=Avg, Online mode=true, Offline map refinement=false2026.07 | 2.82 | 4.19 | 82.31 | |
| GeoGS-SLAMSequence=Office4, Online mode=true, Offline map refinement=true2026.07 | 2.89 | 5.17 | 80.02 | |
| DROID-SLAMSequence=Avg, Online mode=true, Offline map refinement=true2026.07 | 3.33 | 8.49 | 69.77 | |
| HI-SLAMSequence=Avg, Online mode=true, Offline map refinement=true2026.07 | 3.62 | 4.59 | 80.6 | |
| iMAP2025.12 | 3.624 | 4.934 | 80.515 | |
| NICER-SLAMSequence=Avg, Online mode=true, Offline map refinement=true2026.07 | 3.65 | 4.16 | 79.37 | |
| Splat-SLAMSequence=Avg, Online mode=true, Offline map refinement=false2026.07 | 3.77 | 4.43 | 76.53 | |
| GO-SLAMSequence=Avg, Online mode=true, Offline map refinement=true2026.07 | 3.81 | 4.79 | 78 |