Object Detection on MS-COCO Standard 10% 2017 (val)
35.3AP50:95Dual Pseudo-label Polishing Framework
Evaluation Results
| Method | Links | |
|---|---|---|
| Dual Pseudo-label Polishing Framework2022.07 | 35.3 | |
| Soft TeacherRemark=ICCV 20212022.07 | 34.04 | |
| MUMBackbone=ResNet-50, Training Protocol=COCO-Standard, Labeled Data Ratio=10%2021.11 | 31.87 | |
| Humble TeacherRemark=CVPR 20212022.07 | 31.61 | |
| Unbiased TeacherBackbone=ResNet-50, Training Protocol=COCO-Standard, Labeled Data Ratio=10%2021.11 | 31.5 | |
| Unbiased TeacherRemark=ICLR 20212022.07 | 31.5 | |
| ISMTBackbone=ResNet-50, Training Protocol=COCO-Standard, Labeled Data Ratio=10%2021.11 | 30.53 | |
| Instant TeachingBackbone=ResNet-50, Training Protocol=COCO-Standard, Labeled Data Ratio=10%2021.11 | 30.4 | |
| Instant-Teaching*Remark=CVPR 20212022.07 | 30.4 | |
| Instant-TeachingRemark=CVPR 20212022.07 | 29.45 | |
| DETRegDetector=DDETR2021.06 | 29.12 | |
| STACBackbone=ResNet-50, Training Protocol=COCO-Standard, Labeled Data Ratio=10%2021.11 | 28.64 | |
| STACRemark=arxiv 20202022.07 | 28.64 | |
| SwAVDetector=DDETR2021.06 | 27.79 | |
| Supervised2022.07 | 26.94 | |
| ReSimDetector=DDETR2021.06 | 26.56 | |
| SupervisedDetector=DDETR2021.06 | 26.34 | |
| SupervisedBackbone=ResNet-50, Training Protocol=COCO-Standard, Labeled Data Ratio=10%2021.11 | 23.86 | |
| CSDBackbone=ResNet-50, Training Protocol=COCO-Standard, Labeled Data Ratio=10%2021.11 | 22.46 |