Object Detection on COCO 2% labeled 2017 (val train)
29.08APARSL
Evaluation results
| Method | Links | |
|---|---|---|
| ARSLDetector=FCOS, Backbone=ResNet-50, patch-shuffle=true, large-scale jittering=true2023.03 | 29.08 | |
| ARSLDetector=RetinaNet, Backbone=ResNet-50, patch-shuffle=true, large-scale jittering=true2023.03 | 28.68 | |
| ARSLDetector=FCOS, Backbone=ResNet-502023.03 | 28.11 | |
| PseCoDetector=Faster RCNN, Backbone=ResNet-502023.03 | 27.77 | |
| Unbiased Teacher V2Detector=Faster RCNN, Backbone=ResNet-502023.03 | 26.14 | |
| Unbiased Teacher V2Detector=FCOS, Backbone=ResNet-502023.03 | 26.03 | |
| Dense TeacherDetector=FCOS, Backbone=ResNet-502023.03 | 25.39 | |
| DSLDetector=FCOS, Backbone=ResNet-50, patch-shuffle=true2023.03 | 25.19 | |
| Active TeacherDetector=Faster RCNN, Backbone=ResNet-502023.03 | 24.99 | |
| Unbiased TeacherDetector=Faster RCNN, Backbone=ResNet-502023.03 | 24.3 | |
| ISMTDetector=Faster RCNN, Backbone=ResNet-502023.03 | 22.43 | |
| Humble TeacherDetector=Faster RCNN, Backbone=ResNet-502023.03 | 21.72 | |
| STACDetector=Faster RCNN, Backbone=ResNet-502023.03 | 18.25 | |
| Faster RCNNDetector=Faster RCNN, Supervision=Supervised, Backbone=ResNet-502023.03 | 15.04 | |
| FCOSDetector=FCOS, Supervision=Supervised, Backbone=ResNet-502023.03 | 14.4 |