Building Damage Assessment (Classification) on Building Damage Assessment dataset (5 stratified folds)
55PrecisionDINOv3
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DINOv3Foundation Model=true, Supervision=Full-supervision2026.04 | 55 | 75 | 90 | 62 | |
| YOLO-likeFoundation Model=false, Supervision=Full-supervision2026.04 | 23 | 55 | 73 | 31 | |
| ResNet-152Foundation Model=false, Supervision=Full-supervision2026.04 | 22 | 57 | 70 | 30 | |
| ResNet-18Foundation Model=false, Supervision=Full-supervision2026.04 | 14 | 68 | 44 | 22 |