Rotation Object Detection on DOTA v1.0 (val)
71.73AP50KLD
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| KLDBaseline=R3Det [29], Box Definition=D_oc, Training Setting=Advanced2021.06 | 71.73 | 68.87 | 44.48 | |
| KLDBaseline=R3Det [29], Box Definition=D_oc, Training Setting=Standard2021.06 | 71.56 | 69.28 | 43.35 | |
| KLDBaseline=RetinaNet, Box Definition=D_oc, Training Setting=Comparison2021.06 | 71.28 | 68.14 | 44.48 | |
| GWDBaseline=R3Det [29], Box Definition=D_oc2021.06 | 71.21 | 67.45 | 35.44 | |
| DCL (BCL)Baseline=R3Det [29], Box Definition=D_le2021.06 | 70.66 | 67.18 | 38.41 | |
| GWDBaseline=RetinaNet, Box Definition=D_oc, Training Setting=Comparison2021.06 | 68.93 | 65.44 | 38.68 | |
| KLDBaseline=RetinaNet, Box Definition=D_oc, Training Setting=Ablation2021.06 | 67.39 | 65.93 | 35.66 | |
| GWDBaseline=RetinaNet, Box Definition=D_oc, Training Setting=Ablation2021.06 | 67.38 | 64.4 | 32.58 | |
| CSLBaseline=RetinaNet, Box Definition=D_le2021.06 | 67.2 | 65.15 | 40.59 | |
| Modulated LossBaseline=RetinaNet, Box Definition=Quad2021.06 | 66.99 | 64.61 | 34.17 | |
| DCL (BCL)Baseline=RetinaNet, Box Definition=D_le2021.06 | 66.06 | 64.07 | 40.98 | |
| RILBaseline=RetinaNet, Box Definition=Quad2021.06 | 66.05 | 63.5 | 33.32 | |
| IoU-Smooth L1Baseline=RetinaNet, Box Definition=D_oc2021.06 | 65.73 | 64.7 | 32.31 | |
| Modulated LossBaseline=RetinaNet, Box Definition=D_oc2021.06 | 64.17 | 62.21 | 26.06 |