Semantic Segmentation on PASCAL VOC 1/8 subset 2012 (val)
77.75mIoUFPL+CPS w/ cutmix
Evaluation Results
| Method | Links | |
|---|---|---|
| FPL+CPS w/ cutmixBackbone=ResNet-1012022.10 | 77.75 | |
| FPL+AELBackbone=ResNet-1012022.10 | 76.73 | |
| AELBackbone=ResNet-1012022.10 | 76.58 | |
| CPS w/ cutmixBackbone=ResNet-1012022.10 | 76.44 | |
| FPL+CPS w/o cutmixBackbone=ResNet-1012022.10 | 75.74 | |
| CPS w/o cutmixBackbone=ResNet-1012022.10 | 74.97 | |
| CACBackbone=ResNet-1012022.10 | 74.6 | |
| FPL+CPS w/ cutmixBackbone=ResNet-502022.10 | 73.74 | |
| FPL+AELBackbone=ResNet-502022.10 | 73.69 | |
| CPS w/ cutmixBackbone=ResNet-502022.10 | 73.44 | |
| GCTBackbone=ResNet-1012022.10 | 73.3 | |
| MTBackbone=ResNet-1012022.10 | 73.2 | |
| AELBackbone=ResNet-502022.10 | 73.17 | |
| FPL+CPS w/o cutmixBackbone=ResNet-502022.10 | 73.03 | |
| CCTBackbone=ResNet-1012022.10 | 73 | |
| CPS w/o cutmixBackbone=ResNet-502022.10 | 72.79 | |
| CutMix-SegBackbone=ResNet-1012022.10 | 72.69 | |
| CACBackbone=ResNet-502022.10 | 72.4 | |
| CCTBackbone=ResNet-502022.10 | 70.87 | |
| MTBackbone=ResNet-502022.10 | 70.78 | |
| ClassMix + RIST# of labeled images=1322, Subset=1/82021.03 | 70.76 | |
| CutMix-SegBackbone=ResNet-502022.10 | 70.7 | |
| ClassMix + GIST# of labeled images=1322, Subset=1/82021.03 | 70.65 | |
| S4GAN + GIST# of labeled images=1322, Subset=1/82021.03 | 70.61 | |
| GCTBackbone=ResNet-502022.10 | 70.47 | |
| S4GAN + RIST# of labeled images=1322, Subset=1/82021.03 | 70.31 | |
| Supervised + GIST# of labeled images=1322, Subset=1/82021.03 | 70.27 | |
| Supervised + RIST# of labeled images=1322, Subset=1/82021.03 | 69.9 | |
| S4GAN# of labeled images=1322, Subset=1/82021.03 | 68.56 | |
| Supervised# of labeled images=1322, Subset=1/82021.03 | 67.44 | |
| ClassMix# of labeled images=1322, Subset=1/82021.03 | 66.14 |