Robust Pose Graph Optimization on 2D SLAM Datasets (Intel, Csail, FR079, FRH) (Outlier Sets)
100Success RateGNC
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| GNCOutlier Ratio=10%2026.06 | 100 | 100 | 449 | |
| GNCOutlier Ratio=30%2026.06 | 100 | 99.9 | 5,171.9 | |
| DCSOutlier Ratio=10%2026.06 | 100 | 99.9 | 55.7 | |
| SCOutlier Ratio=10%2026.06 | 100 | 100 | 78.3 | |
| TACOOutlier Ratio=10%2026.06 | 100 | 100 | 39.8 | |
| GNCOutlier Ratio=20%2026.06 | 97.5 | 99.9 | 1,474.3 | |
| GNCOutlier Ratio=40%2026.06 | 97.5 | 99.9 | 10,690.5 | |
| DCSOutlier Ratio=20%2026.06 | 97.5 | 99.9 | 216.2 | |
| SCOutlier Ratio=20%2026.06 | 97.5 | 99.9 | 257.8 | |
| TACOOutlier Ratio=20%2026.06 | 97.5 | 100 | 40.8 | |
| DCSOutlier Ratio=30%2026.06 | 95 | 99.8 | 785.8 | |
| DCSOutlier Ratio=40%2026.06 | 95 | 99.8 | 1,635.9 | |
| SCOutlier Ratio=50%2026.06 | 95 | 99.9 | 3,577.8 | |
| IPC S10Outlier Ratio=20%2026.06 | 95 | 99.9 | 39.6 | |
| GNCOutlier Ratio=50%2026.06 | 92.5 | 99.9 | 23,159.1 | |
| DCSOutlier Ratio=50%2026.06 | 92.5 | 99.7 | 3,502.2 | |
| SCOutlier Ratio=30%2026.06 | 92.5 | 99.9 | 847 | |
| IPC S10Outlier Ratio=10%2026.06 | 90 | 99.9 | 39.8 | |
| TACOOutlier Ratio=50%2026.06 | 90 | 99.8 | 45.5 | |
| SCOutlier Ratio=40%2026.06 | 87.5 | 99.8 | 1,778.5 | |
| TACOOutlier Ratio=30%2026.06 | 87.5 | 99.9 | 42.5 | |
| TACOOutlier Ratio=40%2026.06 | 87.5 | 99.9 | 43.5 | |
| MAXMIXOutlier Ratio=10%2026.06 | 70 | 99.9 | 37.6 | |
| IPC S10Outlier Ratio=30%2026.06 | 70 | 99.8 | 41.4 | |
| IPC S10Outlier Ratio=40%2026.06 | 67.5 | 99.8 | 43.5 | |
| IPC S10Outlier Ratio=50%2026.06 | 67.5 | 99.7 | 45.4 | |
| MAXMIXOutlier Ratio=20%2026.06 | 50 | 99.7 | 137.7 | |
| RRROutlier Ratio=10%2026.06 | 40 | 99.3 | 1,265.3 | |
| MAXMIXOutlier Ratio=30%2026.06 | 20 | 99.5 | 484.5 | |
| MAXMIXOutlier Ratio=40%2026.06 | 15 | 98.6 | 974.1 | |
| RRROutlier Ratio=20%2026.06 | 15 | 97.7 | 1,830.2 | |
| MAXMIXOutlier Ratio=50%2026.06 | 2.5 | 97.8 | 2,253.3 | |
| RRROutlier Ratio=30%2026.06 | 2.5 | 94.1 | 2,045 | |
| RRROutlier Ratio=40%2026.06 | 2.5 | 89 | 2,115.7 | |
| RRROutlier Ratio=50%2026.06 | 0 | 81 | 2,043.5 |