Horizontal Object Detection on DOTA (test)
90.18PL (Precision)SCRDet
Evaluation results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SCRDetBackbone=ResNet-1012021.12 | 90.18 | 81.88 | 55.3 | 73.29 | 72.09 | 77.65 | 78.06 | 90.91 | 82.44 | 86.39 | 64.53 | 63.45 | 75.77 | 78.21 | 60.11 | 75.35 | |
| ICNBackbone=ResNet-1012021.12 | 90 | 77.7 | 53.4 | 73.3 | 73.5 | 65 | 78.2 | 90.8 | 79.1 | 84.8 | 57.2 | 62.1 | 73.5 | 70.2 | 58.1 | 72.5 | |
| DEA-Net (RoI Trans)Backbone=ResNet-1012021.12 | 89.18 | 83.34 | 58.94 | 71.69 | 80.23 | 83.97 | 88.26 | 90.88 | 87.09 | 87.44 | 64.24 | 65.04 | 76.4 | 80.88 | 68.81 | 78.43 | |
| FPNBackbone=ResNet-1012021.12 | 88.7 | 75.1 | 52.6 | 59.2 | 69.4 | 78.8 | 84.5 | 90.6 | 81.3 | 82.6 | 52.5 | 62.1 | 76.6 | 66.3 | 60.1 | 72 | |
| FR-HBackbone=ResNet-1012021.12 | 80.32 | 77.55 | 32.86 | 68.13 | 53.66 | 52.49 | 50.04 | 90.41 | 75.05 | 59.59 | 57 | 49.81 | 61.69 | 56.46 | 41.85 | 60.46 | |
| R-FCNBackbone=ResNet-1012021.12 | 79.33 | 44.26 | 36.58 | 53.53 | 39.38 | 34.15 | 47.29 | 45.66 | 47.74 | 65.84 | 37.92 | 44.23 | 47.23 | 50.64 | 34.9 | 47.24 | |
| YOLOv2Backbone=ResNet-1012021.12 | 76.9 | 33.87 | 22.73 | 34.88 | 38.73 | 32.02 | 52.37 | 61.65 | 48.54 | 33.91 | 29.27 | 36.83 | 36.44 | 38.26 | 11.61 | 39.2 | |
| SSDBackbone=ResNet-1012021.12 | 44.74 | 11.21 | 6.22 | 6.91 | 2 | 10.24 | 11.34 | 15.59 | 12.56 | 17.94 | 14.73 | 4.55 | 4.55 | 0.53 | 1.01 | 10.94 |