Object Detection on PASCAL VOC 2007 (test) (AP, AP50, AP75)
83.3AP50DETReg
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DETRegDetector=DDETR2021.06 | 83.3 | 63.5 | 70.3 | |
| SwAVDetector=DDETR2021.06 | 83 | 61 | 68.1 | |
| ReSimDetector=FRCN2021.06 | 82.9 | 59.2 | 65.9 | |
| DenseCLDetector=FRCN2021.06 | 82.8 | 58.7 | 65.2 | |
| DetCoDetector=FRCN2021.06 | 82.7 | 58.2 | 65 | |
| SupervisedDetector=FRCN2021.06 | 82.6 | 56.1 | 62.7 | |
| SwAVDetector=FRCN2021.06 | 82.6 | 56.1 | 62.7 | |
| SupervisedDetector=DDETR2021.06 | 82.6 | 59.5 | 65.6 | |
| MoCo-v2Detector=FRCN2021.06 | 82.4 | 57 | 63.6 | |
| MoCoDetector=FRCN2021.06 | 81.5 | 55.9 | 62.6 | |
| BoWNetDetector=FRCN2021.06 | 81.3 | 55.8 | 61.1 | |
| InsDisDetector=FRCN2021.06 | 80.9 | 55.2 | 61.2 | |
| PIRLDetector=FRCN2021.06 | 80.7 | 54 | 59.7 | |
| Faster R-CNN50Data Split=Whole Dataset2025.06 | 80.35 | — | — | |
| UP-DETRDetector=DETR2021.06 | 80.1 | 57.2 | 62 | |
| SimCLRDetector=FRCN2021.06 | 79.4 | 51.5 | 55.6 | |
| NPID++Detector=FRCN2021.06 | 79.1 | 52.3 | 56.9 | |
| SupervisedDetector=DETR2021.06 | 78 | 54.1 | 58.3 | |
| JigsawDetector=FRCN2021.06 | 75.1 | 48.9 | 52.9 | |
| OD3IPD=2.0%, Target Model=Faster R-CNN502025.06 | 58.7 | — | — | |
| OD3IPD=1.0%, Target Model=Faster R-CNN502025.06 | 51.1 | — | — | |
| DCODIPD=2.0%, Target Model=Faster R-CNN502025.06 | 50.7 | — | — | |
| DCODIPD=1.0%, Target Model=Faster R-CNN502025.06 | 46.4 | — | — | |
| UniformIPD=2.0%, Target Model=Faster R-CNN502025.06 | 40.6 | — | — | |
| RandomIPD=2.0%, Target Model=Faster R-CNN502025.06 | 40.5 | — | — | |
| OD3IPD=0.5%, Target Model=Faster R-CNN502025.06 | 38.5 | — | — | |
| DCODIPD=0.5%, Target Model=Faster R-CNN502025.06 | 37.9 | — | — | |
| K-centerIPD=2.0%, Target Model=Faster R-CNN502025.06 | 31.3 | — | — | |
| HerdingIPD=2.0%, Target Model=Faster R-CNN502025.06 | 28.1 | — | — | |
| UniformIPD=1.0%, Target Model=Faster R-CNN502025.06 | 25.7 | — | — | |
| RandomIPD=1.0%, Target Model=Faster R-CNN502025.06 | 25.5 | — | — | |
| K-centerIPD=1.0%, Target Model=Faster R-CNN502025.06 | 21.9 | — | — | |
| HerdingIPD=1.0%, Target Model=Faster R-CNN502025.06 | 19.3 | — | — | |
| RandomIPD=0.5%, Target Model=Faster R-CNN502025.06 | 15.8 | — | — | |
| UniformIPD=0.5%, Target Model=Faster R-CNN502025.06 | 15.8 | — | — | |
| K-centerIPD=0.5%, Target Model=Faster R-CNN502025.06 | 14.5 | — | — | |
| HerdingIPD=0.5%, Target Model=Faster R-CNN502025.06 | 12.6 | — | — |