Rotation Object Detection on DOTA v2.0 (test)
50.9AP50KLD
Evaluation results
| Method | Links | |
|---|---|---|
| KLDBaseline=R3Det [29], Training Setting=Advanced2021.06 | 50.9 | |
| KLDBaseline=R3Det [29], Training Setting=Standard2021.06 | 49.25 | |
| GWDBaseline=R3Det [29]2021.06 | 48.71 | |
| DCL (BCL)Baseline=R3Det [29]2021.06 | 48.43 | |
| KLDBaseline=RetinaNet, Training Setting=Comparison2021.06 | 47.69 | |
| CSLBaseline=RetinaNet2021.06 | 46.71 | |
| GWDBaseline=RetinaNet, Training Setting=Comparison2021.06 | 46.65 | |
| Modulated LossBaseline=RetinaNet, Box Definition=Quad2021.06 | 46.31 | |
| KLDBaseline=RetinaNet, Training Setting=Ablation2021.06 | 45.46 | |
| DCL (BCL)Baseline=RetinaNet2021.06 | 45.35 | |
| RILBaseline=RetinaNet2021.06 | 45.17 | |
| IoU-Smooth L1Baseline=RetinaNet2021.06 | 44.16 | |
| GWDBaseline=RetinaNet, Training Setting=Ablation2021.06 | 43.34 | |
| Modulated LossBaseline=RetinaNet, Box Definition=D_oc2021.06 | 43.06 |