Forest 3D Instance Segmentation on LAUTx External Out-of-distribution
96.8PrecisionTreeLearn
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TreeLearnEvaluation Mode=Out-of-distribution, Sensor Type=MLS2026.06 | 96.8 | 87.9 | 92.1 | 85.2 | |
| ForestFormer3DEvaluation Mode=Out-of-distribution, Sensor Type=MLS2026.06 | 95.7 | 85.9 | 90.5 | 79.1 | |
| ForAINetV2_R16Evaluation Mode=Out-of-distribution, Sensor Type=MLS2026.06 | 93.7 | 77.7 | 85 | 74.7 | |
| SegmentAnyTreeV2Evaluation Mode=Out-of-distribution, Sensor Type=MLS2026.06 | 93.6 | 92.3 | 92.9 | 91.7 | |
| SegmentAnyTreeEvaluation Mode=Out-of-distribution, Sensor Type=MLS2026.06 | 91 | 75 | 82.2 | — | |
| Point2TreeEvaluation Mode=Out-of-distribution, Sensor Type=MLS2026.06 | 85 | 55 | 66.8 | — | |
| TLS2treesEvaluation Mode=Out-of-distribution, Sensor Type=MLS2026.06 | 70 | 40.5 | 51.3 | — | |
| OneFormer3DEvaluation Mode=Out-of-distribution, Sensor Type=MLS2026.06 | 58.1 | 80.2 | 67.4 | 74.6 |