Object Detection on MS-COCO Standard 5% 2017 (val)
28.52AP50:95MUM
Evaluation Results
| Method | Links | |
|---|---|---|
| MUMBackbone=ResNet-50, Training Protocol=COCO-Standard, Labeled Data Ratio=5%2021.11 | 28.52 | |
| Unbiased TeacherBackbone=ResNet-50, Training Protocol=COCO-Standard, Labeled Data Ratio=5%2021.11 | 28.27 | |
| Instant TeachingBackbone=ResNet-50, Training Protocol=COCO-Standard, Labeled Data Ratio=5%2021.11 | 26.75 | |
| ISMTBackbone=ResNet-50, Training Protocol=COCO-Standard, Labeled Data Ratio=5%2021.11 | 26.27 | |
| DETRegDetector=DDETR2021.06 | 24.8 | |
| STACBackbone=ResNet-50, Training Protocol=COCO-Standard, Labeled Data Ratio=5%2021.11 | 24.38 | |
| SwAVDetector=DDETR2021.06 | 22.81 | |
| ReSimDetector=DDETR2021.06 | 21.48 | |
| SupervisedDetector=DDETR2021.06 | 21.33 | |
| CSDBackbone=ResNet-50, Training Protocol=COCO-Standard, Labeled Data Ratio=5%2021.11 | 18.63 | |
| SupervisedBackbone=ResNet-50, Training Protocol=COCO-Standard, Labeled Data Ratio=5%2021.11 | 18.47 |