Discontinuity Set Orientation Estimation on Stope Point-Cloud Dataset (val)
84.94Mean Dip Angle (DA)Discontinuity Set Extractor
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Discontinuity Set ExtractorDiscontinuity Set=D52026.02 | 84.94 | 10.29 | 202.91 | 10.67 | — | — | |
| Proposed ApproachDiscontinuity Set=D1, Components=Single-Shot Filtering, Cyclic Orientation Transformation, Hierarchical Clustering2026.02 | 84.73 | 10.1 | 71.58 | 12.63 | — | — | |
| Discontinuity Set ExtractorDiscontinuity Set=D12026.02 | 84.5 | 10.84 | 71.55 | 9.73 | — | — | |
| Proposed ApproachDiscontinuity Set=D6, Components=Single-Shot Filtering, Cyclic Orientation Transformation, Hierarchical Clustering2026.02 | 83.92 | 9.43 | 347.89 | 10.08 | — | — | |
| Proposed ApproachDiscontinuity Set=D3, Components=Single-Shot Filtering, Cyclic Orientation Transformation, Hierarchical Clustering2026.02 | 82.89 | 8.43 | 246.7 | 14.64 | — | — | |
| Discontinuity Set ExtractorDiscontinuity Set=D32026.02 | 82.84 | 9.88 | 252.48 | 11.28 | — | — | |
| Virtual Compass (Validation)Discontinuity Set=D12026.02 | 82.73 | 4.2 | 68.56 | 8.53 | — | — | |
| Proposed ApproachDiscontinuity Set=D5, Components=Single-Shot Filtering, Cyclic Orientation Transformation, Hierarchical Clustering2026.02 | 80.96 | 3.93 | 202.93 | 5.21 | — | — | |
| Virtual Compass (Validation)Discontinuity Set=D62026.02 | 80.25 | 5.93 | 345.24 | 7.93 | — | — | |
| Virtual Compass (Validation)Discontinuity Set=D32026.02 | 79.89 | 5.35 | 245.74 | 8.74 | — | — | |
| Virtual Compass (Validation)Discontinuity Set=D52026.02 | 79.63 | 3.51 | 200.66 | 4.71 | — | — | |
| Planar Region GrowingDiscontinuity Set=D62026.02 | 78.7 | 10.22 | 335.22 | 14.91 | — | — | |
| Discontinuity Set ExtractorDiscontinuity Set=D62026.02 | 77.89 | 11.91 | 340.75 | 9.95 | — | — | |
| Planar Region GrowingDiscontinuity Set=D12026.02 | 77.17 | 8.44 | 61.38 | 15.92 | — | — | |
| Planar Region GrowingDiscontinuity Set=D32026.02 | 72.57 | 7.05 | 239.72 | 11.42 | — | — | |
| k-Means ClusteringDiscontinuity Set=D32026.02 | 72.51 | 12.63 | 240.49 | 17.13 | — | — | |
| Virtual Compass (Validation)Discontinuity Set=D42026.02 | 72.47 | 10.91 | 157.18 | 10.3 | — | — | |
| Discontinuity Set ExtractorDiscontinuity Set=D42026.02 | 71.88 | 12.06 | 155.68 | 12.15 | — | — | |
| Proposed ApproachDiscontinuity Set=D4, Components=Single-Shot Filtering, Cyclic Orientation Transformation, Hierarchical Clustering2026.02 | 71.8 | 11.78 | 155.17 | 14.52 | — | — | |
| k-Means ClusteringDiscontinuity Set=D12026.02 | 70.62 | 17.12 | 58.05 | 19.22 | — | — | |
| Planar Region GrowingDiscontinuity Set=D22026.02 | 65.17 | 5.42 | 100.83 | 5.32 | — | — | |
| k-Means ClusteringDiscontinuity Set=D62026.02 | 63.67 | 14.74 | 330.67 | 11.27 | — | — | |
| Planar Region GrowingDiscontinuity Set=D42026.02 | 63.05 | 13.42 | 150.72 | 18.57 | — | — | |
| Virtual Compass (Validation)Discontinuity Set=D22026.02 | 60.95 | 3.39 | 95.42 | 3.97 | — | — | |
| k-Means ClusteringDiscontinuity Set=D42026.02 | 60.55 | 10.81 | 152.98 | 11.97 | — | — | |
| Proposed ApproachDiscontinuity Set=D2, Components=Single-Shot Filtering, Cyclic Orientation Transformation, Hierarchical Clustering2026.02 | 59.95 | 3.66 | 93.11 | 4.51 | — | — | |
| Discontinuity Set ExtractorDiscontinuity Set=D22026.02 | 56.23 | 11.5 | 90.17 | 10.16 | — | — | |
| Discontinuity Set ExtractorDiscontinuity Set=Mean Absolute Error, Measure=Dip Angle2026.02 | — | — | — | — | 2.95 | 5.53 | |
| Discontinuity Set ExtractorDiscontinuity Set=Mean Absolute Error, Measure=Dip Direction2026.02 | — | — | — | — | 3.87 | 3.29 | |
| k-Means ClusteringDiscontinuity Set=Mean Absolute Error, Measure=Dip Angle2026.02 | — | — | — | — | 8.63 | 6.02 | |
| Planar Region GrowingDiscontinuity Set=Mean Absolute Error, Measure=Dip Angle2026.02 | — | — | — | — | 5.61 | 2.95 | |
| Planar Region GrowingDiscontinuity Set=Mean Absolute Error, Measure=Dip Direction2026.02 | — | — | — | — | 7.02 | 5.33 | |
| Proposed ApproachDiscontinuity Set=Mean Absolute Error, Measure=Dip Angle2026.02 | — | — | — | — | 1.95 | 2.34 | |
| Proposed ApproachDiscontinuity Set=Mean Absolute Error, Measure=Dip Direction2026.02 | — | — | — | — | 2.2 | 2.9 | |
| Virtual Compass (Validation)Discontinuity Set=Mean Absolute Error, Measure=Dip Angle2026.02 | — | — | — | — | 12 | 7.28 |