Semantic Segmentation on Pascal 1/8 labeled VOC 2012
79.8mIoUUniMatch + ECOCSeg
Evaluation results
| Method | Links | |
|---|---|---|
| UniMatch + ECOCSegBackbone=ResNet-101, Training Resolution=5132025.12 | 79.8 | |
| RankMatchBackbone=ResNet-101, Training Resolution=5132025.12 | 79.2 | |
| DAWBackbone=ResNet-101, Training Resolution=5132025.12 | 78.9 | |
| UniMatch + ECOCSegBackbone=ResNet-101, Training Resolution=3212025.12 | 78.6 | |
| UniMatchBackbone=ResNet-101, Training Resolution=5132025.12 | 78.4 | |
| UniMatch + ECOCSegBackbone=ResNet-50, Training Resolution=5132025.12 | 78.3 | |
| PS-MTBackbone=ResNet-101, Training Resolution=5132025.12 | 78.2 | |
| ST++ + ECOCSegBackbone=ResNet-101, Training Resolution=3212025.12 | 77.9 | |
| RankMatchBackbone=ResNet-50, Training Resolution=5132025.12 | 77.8 | |
| Fixmatch + ECOCSegBackbone=ResNet-101, Training Resolution=5132025.12 | 77.8 | |
| U2PLBackbone=ResNet-101, Training Resolution=5132025.12 | 77.6 | |
| DAWBackbone=ResNet-50, Training Resolution=5132025.12 | 77.6 | |
| UniMatch + ECOCSegBackbone=ResNet-50, Training Resolution=3212025.12 | 77.5 | |
| UniMatchBackbone=ResNet-101, Training Resolution=3212025.12 | 77 | |
| UniMatchBackbone=ResNet-50, Training Resolution=5132025.12 | 76.9 | |
| ST++Backbone=ResNet-101, Training Resolution=3212025.12 | 76.3 | |
| FixmatchBackbone=ResNet-101, Training Resolution=5132025.12 | 76.3 | |
| ST++ + ECOCSegBackbone=ResNet-50, Training Resolution=3212025.12 | 76.1 | |
| UniMatchBackbone=ResNet-50, Training Resolution=3212025.12 | 75.8 | |
| PS-MTBackbone=ResNet-50, Training Resolution=5132025.12 | 75.7 | |
| Fixmatch + ECOCSegBackbone=ResNet-50, Training Resolution=5132025.12 | 75.5 | |
| U2PLBackbone=ResNet-50, Training Resolution=5132025.12 | 75.1 | |
| CACBackbone=ResNet-101, Training Resolution=3212025.12 | 74.6 | |
| ST++Backbone=ResNet-50, Training Resolution=3212025.12 | 74.4 | |
| FixmatchBackbone=ResNet-50, Training Resolution=5132025.12 | 73.9 | |
| CACBackbone=ResNet-50, Training Resolution=3212025.12 | 72.4 | |
| Sup-onlyBackbone=ResNet-101, Training Resolution=5132025.12 | 71.1 | |
| Sup-onlyBackbone=ResNet-101, Training Resolution=3212025.12 | 70.4 | |
| Sup-onlyBackbone=ResNet-50, Training Resolution=5132025.12 | 68.2 | |
| Sup-onlyBackbone=ResNet-50, Training Resolution=3212025.12 | 67.3 |