Semantic Segmentation on Pascal VOC 2012 (1/4 Labeled Subset)
80.3mIoUUniMatch + ECOCSeg
Evaluation results
| Method | Links | |
|---|---|---|
| UniMatch + ECOCSegBackbone=ResNet-101, Training Resolution=5132025.12 | 80.3 | |
| RankMatchBackbone=ResNet-101, Training Resolution=5132025.12 | 80 | |
| DAWBackbone=ResNet-101, Training Resolution=5132025.12 | 79.6 | |
| UniMatchBackbone=ResNet-101, Training Resolution=5132025.12 | 79.2 | |
| UniMatch + ECOCSegBackbone=ResNet-101, Training Resolution=3212025.12 | 78.9 | |
| U2PLBackbone=ResNet-101, Training Resolution=5132025.12 | 78.7 | |
| PS-MTBackbone=ResNet-101, Training Resolution=5132025.12 | 78.7 | |
| UniMatch + ECOCSegBackbone=ResNet-50, Training Resolution=5132025.12 | 78.5 | |
| RankMatchBackbone=ResNet-50, Training Resolution=5132025.12 | 78.3 | |
| Fixmatch + ECOCSegBackbone=ResNet-101, Training Resolution=5132025.12 | 78.2 | |
| ST++ + ECOCSegBackbone=ResNet-101, Training Resolution=3212025.12 | 78 | |
| UniMatch + ECOCSegBackbone=ResNet-50, Training Resolution=3212025.12 | 77.6 | |
| DAWBackbone=ResNet-50, Training Resolution=5132025.12 | 77.4 | |
| UniMatchBackbone=ResNet-101, Training Resolution=3212025.12 | 77.2 | |
| FixmatchBackbone=ResNet-101, Training Resolution=5132025.12 | 76.9 | |
| UniMatchBackbone=ResNet-50, Training Resolution=5132025.12 | 76.8 | |
| ST++Backbone=ResNet-101, Training Resolution=3212025.12 | 76.6 | |
| ST++ + ECOCSegBackbone=ResNet-50, Training Resolution=3212025.12 | 76.5 | |
| PS-MTBackbone=ResNet-50, Training Resolution=5132025.12 | 76.4 | |
| CACBackbone=ResNet-101, Training Resolution=3212025.12 | 76.3 | |
| Fixmatch + ECOCSegBackbone=ResNet-50, Training Resolution=5132025.12 | 76.3 | |
| U2PLBackbone=ResNet-50, Training Resolution=5132025.12 | 76.2 | |
| UniMatchBackbone=ResNet-50, Training Resolution=3212025.12 | 76.1 | |
| ST++Backbone=ResNet-50, Training Resolution=3212025.12 | 75.4 | |
| FixmatchBackbone=ResNet-50, Training Resolution=5132025.12 | 75.1 | |
| Sup-onlyBackbone=ResNet-101, Training Resolution=5132025.12 | 74.2 | |
| CACBackbone=ResNet-50, Training Resolution=3212025.12 | 74 | |
| Sup-onlyBackbone=ResNet-101, Training Resolution=3212025.12 | 72.8 | |
| Sup-onlyBackbone=ResNet-50, Training Resolution=5132025.12 | 72.3 | |
| Sup-onlyBackbone=ResNet-50, Training Resolution=3212025.12 | 70.8 |