Oriented Object Detection on SAT-MTB Our Settings Custom
87.5CATCL(Ours)
Evaluation results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| TCL(Ours)Backbone=ReResNet50, Training Images=12573, Size=512, Epoch=72026.06 | 87.5 | 0 | 90.1 | 0 | 81.7 | 0 | 86.9 | 88 | 11.9 | 9.1 | 71.2 | 45.4 | 47.7 | |
| ReDet(Baseline)Accepted By=CVPR2021, Backbone=ReResNet50, Training Images=12573, Size=512, Epoch=72026.06 | 85.7 | 0 | 90.1 | 1.3 | 85 | 0.2 | 34.5 | 88.6 | 12.3 | 0 | 82 | 35 | 42.9 | |
| KLDAccepted By=NIPS2021, Backbone=ResNet50, Training Images=12573, Size=512, Epoch=72026.06 | 84.1 | 39.1 | 85.9 | 2.3 | 86.5 | 0 | 0.7 | 90 | 1.6 | 0.2 | 83.1 | 39.4 | 42.7 | |
| R3DetAccepted By=AAAI2021, Backbone=ResNet50, Training Images=12573, Size=512, Epoch=72026.06 | 74.2 | 51.9 | 88 | 0.1 | 82.5 | 0.1 | 2.2 | 91.2 | 0.7 | 0 | 81.6 | 36.5 | 42.4 | |
| SASMAccepted By=AAAI2022, Backbone=ResNet50, Training Images=12573, Size=512, Epoch=72026.06 | 72.1 | 4.4 | 84.7 | 0.2 | 82.4 | 7 | 2.8 | 53.4 | 10.6 | 9.4 | 81.9 | 42.7 | 37.6 | |
| Faster RCNN-OBBAccepted By=IEEE2017, Backbone=ResNet50, Training Images=12573, Size=512, Epoch=72026.06 | 70.7 | 0 | 89.3 | 0 | 83.6 | 0 | 20.5 | 90 | 11.2 | 1.5 | 77 | 50.4 | 41.2 | |
| Gliding VertexAccepted By=TPAMI2021, Backbone=ResNet50, Training Images=12573, Size=512, Epoch=72026.06 | 70.4 | 6.4 | 81.7 | 0 | 84.8 | 0 | 33.4 | 86.4 | 1.2 | 4.5 | 77.3 | 46.4 | 41.1 | |
| KFIoUBackbone=ResNet50, Training Images=12573, Size=512, Epoch=72026.06 | 69 | 2.5 | 89.2 | 0.6 | 84.2 | 0 | 0 | 92.1 | 1.8 | 9.1 | 82.8 | 33.8 | 38.8 | |
| S2ANetAccepted By=TGRS2021, Backbone=ResNet50, Training Images=12573, Size=512, Epoch=72026.06 | 68.9 | 21.4 | 86.2 | 0.6 | 81.6 | 0 | 23.7 | 86.4 | 2.7 | 0.8 | 77.2 | 41.5 | 40.9 | |
| Oriented RCNNAccepted By=ICCV2021, Backbone=ResNet50, Training Images=12573, Size=512, Epoch=72026.06 | 66.5 | 0.1 | 81.8 | 0 | 85.6 | 0.3 | 34.6 | 82.3 | 1.2 | 9.1 | 78.2 | 45.5 | 40.4 | |
| ATSS-OBBAccepted By=CVPR2020, Backbone=ResNet50, Training Images=12573, Size=512, Epoch=72026.06 | 65.5 | 2.1 | 87.9 | 0 | 83 | 0 | 3.6 | 79.5 | 1.4 | 0 | 82.3 | 38.3 | 37 | |
| RoI TransformerAccepted By=CVPR2018, Backbone=ResNet50, Training Images=12573, Size=512, Epoch=72026.06 | 64 | 8.1 | 81.7 | 0 | 85.8 | 0 | 33.6 | 89 | 9.7 | 1.5 | 78.1 | 54 | 42.1 | |
| GWDAccepted By=ICML2021, Backbone=ResNet50, Training Images=12573, Size=512, Epoch=72026.06 | 59.1 | 4.7 | 86.3 | 0.9 | 85 | 0 | 4 | 86.6 | 1.9 | 0 | 83.9 | 29.8 | 36.8 | |
| RepPoints-OBBAccepted By=ICCV2019, Backbone=ResNet50, Training Images=12573, Size=512, Epoch=72026.06 | 51.2 | 0.9 | 87.4 | 0.1 | 84.6 | 0 | 17.6 | 61.4 | 1.5 | 0 | 82.6 | 33.9 | 35.1 | |
| RetinaNet-OBBAccepted By=ICCV2017, Backbone=ResNet50, Training Images=12573, Size=512, Epoch=72026.06 | 45.4 | 29.7 | 90.2 | 9.6 | 82.9 | 0 | 4 | 87.9 | 1.6 | 0 | 78.2 | 33.6 | 38.6 | |
| FCOS-OBBAccepted By=ICCV2019, Backbone=ResNet50, Training Images=12573, Size=512, Epoch=72026.06 | 43 | 2.8 | 90.1 | 0 | 81 | 0 | 1.6 | 86.3 | 3.3 | 0 | 76.3 | 30.4 | 34.6 |