Building Damage Detection on xBD xView2 (test)
63.8F1 ScoreFew-Shot
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Few-ShotMetric Calculation Method=Macro Average2026.02 | 63.8 | — | 64.3 | 63.3 | |
| UNet Encoder + ResNet182026.02 | 63 | — | 71 | 58 | |
| DeiTTraining Strategy=End-to-End2026.02 | 59.9 | 78.2 | 64.1 | 59.3 | |
| DINOv2Training Strategy=End-to-End2026.02 | 56.5 | 76 | 62 | 57.9 | |
| DeiTTraining Strategy=Frozen2026.02 | 52.8 | 73.5 | 59.2 | 53.7 | |
| DINOv2Training Strategy=Frozen2026.02 | 52.6 | 73.6 | 55.3 | 53.4 | |
| ResNetMetric Calculation Method=Macro Average2026.02 | 32 | — | 57.6 | 27.1 |