Semantic Segmentation on Cityscapes 1/4 subset (val)
79.4mIoUCorrMatch
Evaluation results
| Method | Links | |
|---|---|---|
| CorrMatchBackbone=ResNet-101, Evaluation=sliding window, Loss=OHEM2023.06 | 79.4 | |
| UniMatchBackbone=ResNet-101, Evaluation=sliding window, Loss=OHEM2023.06 | 79.2 | |
| PCRBackbone=ResNet-101, Evaluation=sliding window, Loss=OHEM2023.06 | 78.4 | |
| PS-MTBackbone=ResNet-101, Evaluation=sliding window, Loss=OHEM2023.06 | 77.6 | |
| AELBackbone=ResNet-101, Evaluation=sliding window, Loss=OHEM2023.06 | 77.5 | |
| U2PLBackbone=ResNet-101, Evaluation=sliding window, Loss=OHEM2023.06 | 76.5 | |
| CCTBackbone=ResNet-101, Evaluation=sliding window, Loss=OHEM2023.06 | 76 | |
| CPSBackbone=ResNet-101, Evaluation=sliding window, Loss=OHEM2023.06 | 74.6 | |
| SupervisedBackbone=ResNet-101, Evaluation=sliding window, Loss=OHEM2023.06 | 74.4 | |
| ClassMix + RIST# of labeled images=743, Subset=1/42021.03 | 65.14 | |
| S4GAN + RIST# of labeled images=743, Subset=1/42021.03 | 64.64 | |
| ClassMix + GIST# of labeled images=743, Subset=1/42021.03 | 64.53 | |
| S4GAN + GIST# of labeled images=743, Subset=1/42021.03 | 64.24 | |
| Supervised + RIST# of labeled images=743, Subset=1/42021.03 | 63.92 | |
| ClassMix# of labeled images=743, Subset=1/42021.03 | 63.9 | |
| Supervised + GIST# of labeled images=743, Subset=1/42021.03 | 63.04 | |
| Supervised# of labeled images=743, Subset=1/42021.03 | 62.21 | |
| S4GAN# of labeled images=743, Subset=1/42021.03 | 61.3 |