Tree crown segmentation on OAM-TCD Urban
0.185mAP (All)SelvaBox → SAM3
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SelvaBox → SAM3OOD=false, Weights=Fine-tuned2026.02 | 0.185 | 0.089 | 0.219 | 0.294 | 0.298 | 0.249 | |
| Detectree2 (flexi)OOD=true2026.02 | 0.123 | 0.007 | 0.074 | 0.272 | 0.365 | 0.378 | |
| SelvaBox → SAM3OOD=false, Weights=Frozen2026.02 | 0.122 | 0.069 | 0.144 | 0.195 | 0.185 | 0.153 | |
| DeepForest → SAM3OOD=true, Weights=Frozen2026.02 | 0.065 | 0.002 | 0.068 | 0.163 | 0.165 | 0.124 | |
| Detectree2 (resize)OOD=true2026.02 | 0.023 | 0.002 | 0.013 | 0.052 | 0.14 | 0.202 |