Object Detection on DOTA 1.0 (val)
40.9mAPResNet101 (Teacher)
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| ResNet101 (Teacher)Detector=Faster R-CNN, Backbone=ResNet-1012025.12 | 40.9 | 63.8 | 44.8 | 17.6 | 42 | 54.6 | |
| DS2D2Detector=Faster R-CNN, Student Backbone=ResNet-18, Teacher Backbone=ResNet-1012025.12 | 39.3 | 63.1 | 42.6 | 16.9 | 40 | 51.2 | |
| FRSDetector=Faster R-CNN, Student Backbone=ResNet-18, Teacher Backbone=ResNet-1012025.12 | 39 | 62.5 | 42.2 | 16.9 | 39.5 | 50.3 | |
| CrossKDDetector=Faster R-CNN, Student Backbone=ResNet-18, Teacher Backbone=ResNet-1012025.12 | 39 | 62.4 | 42.4 | 16.5 | 39.5 | 51.9 | |
| FreeKDDetector=Faster R-CNN, Student Backbone=ResNet-18, Teacher Backbone=ResNet-1012025.12 | 38.9 | 63 | 42.6 | 17.3 | 39.4 | 50.1 | |
| FGDDetector=Faster R-CNN, Student Backbone=ResNet-18, Teacher Backbone=ResNet-1012025.12 | 38.7 | 62 | 42.1 | 17.1 | 39.3 | 51.2 | |
| FitNetDetector=Faster R-CNN, Student Backbone=ResNet-18, Teacher Backbone=ResNet-1012025.12 | 38.1 | 62.1 | 41.3 | 16.5 | 38.5 | 50.1 | |
| InsDistDetector=Faster R-CNN, Student Backbone=ResNet-18, Teacher Backbone=ResNet-1012025.12 | 38.1 | 62 | 41.3 | 17.1 | 39.1 | 49.8 | |
| DPGDDetector=Faster R-CNN, Student Backbone=ResNet-18, Teacher Backbone=ResNet-1012025.12 | 38 | 62.1 | 40.2 | 16.6 | 38.4 | 50.3 | |
| ResNet18 (Student)Detector=Faster R-CNN, Backbone=ResNet-182025.12 | 37.4 | 61.4 | 40.1 | 15.9 | 38 | 49 |