Semantic Segmentation on ULS forest point clouds (test)
97.7AccuracyFSCT
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| FSCTtraining protocol=retrain2023.05 | 97.7 | 100 | 97.7 | 1 | 10 | 50.5 | |
| FSCT2023.05 | 97.4 | 97.7 | 99.7 | 13 | 35.6 | 55.4 | |
| LeWosSignificance of Difference=SoD²2023.05 | 95.3 | 97.7 | 97.5 | 6.9 | 26 | 52.3 | |
| LeWos2023.05 | 94.7 | 97 | 97.5 | 6.9 | 25.9 | 52 | |
| SOULloss function=focal loss2023.05 | 94.2 | 95.8 | 98.2 | 39.5 | 61.5 | 67.7 | |
| SOULloss function=rebalanced loss2023.05 | 82.6 | 88.4 | 99 | 63.1 | 74.4 | 75.7 |