Height Estimation on Target Domain 2 (test)
4.866MAE (Whole)RS3DAda
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| RS3DAdaBackbone=DINOv2, Decoder=DPT, Training Strategy=Unsupervised Domain Adaptation2024.06 | 4.866 | 7.227 | 7.584 | 9.594 | 0.182 | 0.299 | 0.389 | 0.485 | 0.621 | 0.689 | |
| Train-on-T.D.1Backbone=DINOv2, Decoder=DPT, Training Strategy=Supervised on T.D.1 (Cross-domain)2024.06 | 5.378 | 8.302 | 8.301 | 10.714 | 0.146 | 0.244 | 0.336 | 0.384 | 0.535 | 0.627 | |
| Source-onlyBackbone=DINOv2, Decoder=DPT, Training Strategy=Trained only on source data2024.06 | 6.117 | 8.923 | 9.221 | 11.443 | 0.125 | 0.223 | 0.312 | 0.365 | 0.514 | 0.601 |