DETReg: Unsupervised Pretraining with Region Priors for Object Detection

Benchmark Model Rank Results
few-shot-object-detection-on-ms-coco-10-shotDETReg-ft-full DDETR#5AP: 25
few-shot-object-detection-on-ms-coco-30-shotDETReg-ft-full DDETR#6AP: 30
semi-supervised-object-detection-on-coco-1DETReg#18mAP: 14.58 ± 0.3
semi-supervised-object-detection-on-coco-10DETReg#20mAP: 29.12±0.2
semi-supervised-object-detection-on-coco-2DETReg#15mAP: 18.69±0.2
semi-supervised-object-detection-on-coco-5DETReg#18mAP: 24.80±0.2
unsupervised-instance-segmentation-on-cocoDETReg#2AP: 3.3AP50: 8.8AP75: 1.9