Tree crown segmentation on BAMForest Temperate
23mAP (All)SelvaBox → SAM3
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SelvaBox → SAM3OOD=true, Weights=Frozen2026.02 | 23 | 9 | 29.6 | 35.9 | 33 | 29.6 | |
| SelvaBox → SAM3OOD=true, Weights=Fine-tuned2026.02 | 22.8 | 10.6 | 30.6 | 34.5 | 29.5 | 25.5 | |
| Detectree2 (flexi)OOD=true2026.02 | 17.9 | 7.3 | 22.1 | 27.4 | 25.9 | 23.5 | |
| Detectree2 (resize)OOD=true2026.02 | 16 | 6.1 | 19.5 | 25.6 | 24.2 | 24.6 | |
| DeepForest → SAM3OOD=true, Weights=Frozen2026.02 | 12 | 6.5 | 17.3 | 18.3 | 9.6 | 4 |