Tree crown segmentation on BCI50ha Tropical
37.5mAP (All)SelvaBox → SAM3
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SelvaBox → SAM3OOD=true, Weights=Fine-tuned2026.02 | 37.5 | 0.2 | 4.8 | 24 | 41.3 | 52.3 | 31.7 | 0.4 | 5.1 | 23.1 | 45.6 | 61.1 | |
| SelvaBox → SAM3OOD=true, Weights=Frozen2026.02 | 34 | 0.4 | 3.2 | 18.8 | 37.1 | 51.3 | 25.2 | 0.3 | 3.7 | 21.2 | 44.7 | 60.5 | |
| Detectree2 (flexi)OOD=true2026.02 | 29.3 | 0.3 | 2.9 | 19.9 | 36.2 | 40.8 | 36.6 | 0 | 6.8 | 23.7 | 35.5 | 41.5 | |
| Detectree2 (resize)OOD=true2026.02 | 26.5 | 0 | 1.6 | 14.3 | 29.8 | 35.9 | 35.4 | 0 | 0 | 12.5 | 28.8 | 41.7 | |
| DeepForest → SAM3OOD=true, Weights=Frozen2026.02 | 20.3 | 0.4 | 1.7 | 14.7 | 26.7 | 30 | 27 | 2.5 | 3.4 | 18.2 | 31 | 36.5 |