Object Detection on HRSSD (test)
0.701APSDCoNet
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SDCoNetType=Remote Sensing Object Detectors, Backbone=Swin-T2026.01 | 0.701 | 0.937 | 0.82 | 0.371 | 0.619 | 0.68 | |
| DINO (Baseline)Type=General Object Detectors, Backbone=Swin-T2026.01 | 0.691 | 0.926 | 0.806 | 0.315 | 0.591 | 0.681 | |
| DINOType=General Object Detectors, Backbone=ResNet502026.01 | 0.663 | 0.893 | 0.767 | 0.356 | 0.579 | 0.648 | |
| SR4IRType=General Object Detectors, Backbone=MobileNet-V32026.01 | 0.637 | 0.871 | 0.702 | 0.204 | 0.528 | 0.665 | |
| FFCA-YOLOType=Remote Sensing Object Detectors, Backbone=CSPDarknet2026.01 | 0.622 | 0.893 | 0.713 | 0.099 | 0.543 | 0.616 | |
| LEGNet-T (Faster RCNN)Type=Remote Sensing Object Detectors, Backbone=LEGNet-T2026.01 | 0.614 | 0.9 | 0.715 | 0.176 | 0.539 | 0.62 | |
| EESRGANType=Remote Sensing Object Detectors, Backbone=ResNet502026.01 | 0.612 | 0.87 | 0.693 | 0.187 | 0.508 | 0.595 | |
| DN-DETRType=General Object Detectors, Backbone=ResNet502026.01 | 0.604 | 0.87 | 0.687 | 0.244 | 0.486 | 0.621 | |
| YOLOX-sType=General Object Detectors, Backbone=CSPDarknet2026.01 | 0.586 | 0.834 | 0.664 | 0.185 | 0.441 | 0.599 | |
| DAB-DETRType=General Object Detectors, Backbone=ResNet502026.01 | 0.585 | 0.868 | 0.655 | 0.126 | 0.43 | 0.605 | |
| Faster RCNNType=General Object Detectors, Backbone=ResNet502026.01 | 0.584 | 0.858 | 0.671 | 0.115 | 0.509 | 0.592 | |
| SuperYOLO (RGB)Type=Remote Sensing Object Detectors, Backbone=CSPDarknet2026.01 | 0.581 | 0.883 | 0.694 | 0.263 | 0.494 | 0.587 | |
| FSANetType=Remote Sensing Object Detectors, Backbone=Swin-T2026.01 | 0.562 | 0.876 | 0.635 | 0.053 | 0.485 | 0.562 | |
| Cascade R-CNNType=General Object Detectors, Backbone=ResNet502026.01 | 0.529 | 0.814 | 0.581 | 0.058 | 0.43 | 0.535 | |
| RetinaNetType=General Object Detectors, Backbone=ResNet502026.01 | 0.52 | 0.812 | 0.566 | 0.052 | 0.41 | 0.533 | |
| Sparse R-CNNType=General Object Detectors, Backbone=ResNet502026.01 | 0.34 | 0.552 | 0.361 | 0.004 | 0.223 | 0.385 | |
| Deformable-DETRType=General Object Detectors, Backbone=Swin-T2026.01 | 0.302 | 0.541 | 0.337 | 0.035 | 0.219 | 0.374 |