Tree crown segmentation on QuebecTrees Temperate
27.6mAP (All)SelvaBox → SAM3
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SelvaBox → SAM3OOD=false, Weights=Fine-tuned2026.02 | 27.6 | 21.9 | 40.8 | 46.3 | 51.6 | 54.5 | 39.8 | 33.5 | 45 | 45.7 | 49.9 | 40.3 | |
| SelvaBox → SAM3OOD=false, Weights=Frozen2026.02 | 25.8 | 20.7 | 36.8 | 42.1 | 53.3 | 62.8 | 38.1 | 32.5 | 38.8 | 36.4 | 41.1 | 12.6 | |
| Detectree2 (flexi)OOD=true2026.02 | 10.8 | 0.5 | 24.1 | 28.2 | 40.6 | 52.6 | 20.5 | 12.1 | 26.2 | 25.5 | 25.5 | 2.4 | |
| DeepForest → SAM3OOD=true, Weights=Frozen2026.02 | 8.3 | 5 | 17.3 | 16.7 | 25.9 | 42.3 | 17.1 | 11.4 | 18.7 | 11.6 | 18.4 | 0 | |
| Detectree2 (resize)OOD=true2026.02 | 3.9 | 1.6 | 13 | 18.3 | 32.3 | 45.3 | 10.4 | 2.8 | 16.4 | 17 | 12.3 | 3.7 |