Object Detection on COCO 10% labeled 2017 (train)
38.5APARSL
Evaluation results
| Method | Links | |
|---|---|---|
| ARSLDetector=FCOS, Backbone=ResNet-50, patch-shuffle=true, large-scale jittering=true2023.03 | 38.5 | |
| ARSLDetector=RetinaNet, Backbone=ResNet-50, patch-shuffle=true, large-scale jittering=true2023.03 | 38.42 | |
| ARSLDetector=FCOS, Backbone=ResNet-502023.03 | 36.9 | |
| DSLDetector=FCOS, Backbone=ResNet-50, patch-shuffle=true2023.03 | 36.22 | |
| PseCoDetector=Faster RCNN, Backbone=ResNet-502023.03 | 36.06 | |
| Dense TeacherDetector=FCOS, Backbone=ResNet-502023.03 | 35.11 | |
| Soft TeacherDetector=Faster RCNN, Backbone=ResNet-50, large-scale jittering=true2023.03 | 34.04 | |
| Unbiased Teacher V2Detector=Faster RCNN, Backbone=ResNet-502023.03 | 33.5 | |
| Unbiased Teacher V2Detector=FCOS, Backbone=ResNet-502023.03 | 32.61 | |
| Active TeacherDetector=Faster RCNN, Backbone=ResNet-502023.03 | 32.58 | |
| Humble TeacherDetector=Faster RCNN, Backbone=ResNet-502023.03 | 31.61 | |
| Unbiased TeacherDetector=Faster RCNN, Backbone=ResNet-502023.03 | 31.5 | |
| ISMTDetector=Faster RCNN, Backbone=ResNet-502023.03 | 30.53 | |
| STACDetector=Faster RCNN, Backbone=ResNet-502023.03 | 28.64 | |
| Faster RCNNDetector=Faster RCNN, Supervision=Supervised, Backbone=ResNet-502023.03 | 26.44 | |
| FCOSDetector=FCOS, Supervision=Supervised, Backbone=ResNet-502023.03 | 26.01 |