Semantic Segmentation on PASCAL VOC blended high-quality 1/4 partition 2012
81.03mIoUDual Teacher
Evaluation results
| Method | Links | |
|---|---|---|
| Dual TeacherBackbone=ResNet-101, Segmentation Framework=DeepLabv3+, CutMix Variant=Adaptive-CutMix2023.10 | 81.03 | |
| Dual TeacherBackbone=ResNet-101, Segmentation Framework=DeepLabv3+, CutMix Variant=Original-CutMix2023.10 | 80.53 | |
| AugSegBackbone=ResNet-101, Segmentation Framework=DeepLabv3+2023.10 | 80.5 | |
| UniMatchBackbone=ResNet-101, Segmentation Framework=DeepLabv3+2023.10 | 80.4 | |
| U2PLBackbone=ResNet-101, Segmentation Framework=DeepLabv3+2023.10 | 79.3 | |
| UniMatchBackbone=ResNet-50, Segmentation Framework=DeepLabv3+2023.10 | 79.1 | |
| Dual TeacherBackbone=ResNet-50, Segmentation Framework=DeepLabv3+, CutMix Variant=Adaptive-CutMix2023.10 | 78.91 | |
| Dual TeacherBackbone=ResNet-50, Segmentation Framework=DeepLabv3+, CutMix Variant=Original-CutMix2023.10 | 78.52 | |
| AugSegBackbone=ResNet-50, Segmentation Framework=DeepLabv3+2023.10 | 78.24 | |
| U2PLBackbone=ResNet-50, Segmentation Framework=DeepLabv3+2023.10 | 77.5 | |
| Supervised-onlyBackbone=ResNet-101, Segmentation Framework=DeepLabv3+2023.10 | 76.5 | |
| Supervised-onlyBackbone=ResNet-50, Segmentation Framework=DeepLabv3+2023.10 | 74.5 |