Tree crown segmentation on Detectree2 Tropical
21.6mAP (All)SelvaBox → SAM3
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SelvaBox → SAM3OOD=true, Weights=Fine-tuned2026.02 | 21.6 | 1.9 | 9.7 | 12 | 20.2 | 33 | 26 | 2.4 | 11.2 | 17.6 | 24.9 | 39.8 | |
| SelvaBox → SAM3OOD=true, Weights=Frozen2026.02 | 17.7 | 1.3 | 5.7 | 9.9 | 16.3 | 27.7 | 23.6 | 1.3 | 9.6 | 15.2 | 22 | 37.8 | |
| Detectree2 (flexi)OOD=false2026.02 | 17.3 | 0.7 | 2.9 | 6 | 16.6 | 28 | 21.9 | 0 | 0.9 | 4.6 | 15.9 | 31.6 | |
| DeepForest → SAM3OOD=true, Weights=Frozen2026.02 | 11.4 | 0.8 | 5.6 | 7.5 | 13 | 17 | 18.1 | 3.5 | 9.4 | 11.3 | 15.6 | 21.4 | |
| Detectree2 (resize)OOD=false2026.02 | 9.8 | 0 | 1.6 | 4.1 | 12.2 | 16 | 14.9 | 0 | 0 | 0.3 | 8.1 | 23.2 |