Building Damage Assessment (Segmentation) on Building Damage Assessment dataset (5 stratified folds)
89IoU (Class 0)DINOv3
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DINOv3Foundation Model=true, Supervision=Full-supervision2026.04 | 89 | 46 | 68 | |
| YOLO-likeFoundation Model=false, Supervision=Full-supervision2026.04 | 71 | 19 | 45 | |
| ResNet-152Foundation Model=false, Supervision=Full-supervision2026.04 | 68 | 18 | 43 | |
| ResNet-18Foundation Model=false, Supervision=Full-supervision2026.04 | 38 | 12 | 25 |