Adversarial Learning for Semi-Supervised Semantic Segmentation

Benchmark Model Rank Results
semi-supervised-semantic-segmentation-on-cityscapes-12-5-labeledAdversarial (DeepLab v2 ImageNet pre-trained)#31Validation mIoU: 57.1%
semi-supervised-semantic-segmentation-on-cityscapes-25-labeledAdversarial (DeepLab v2 ImageNet pre-trained)#28Validation mIoU: 60.5%
semi-supervised-semantic-segmentation-on-cityscapes-50-labeledAdversarial (DeepLab v2 ImageNet pre-trained)#22Validation mIoU: 65.70%
semi-supervised-semantic-segmentation-on-pascal-voc-2012-12-5-labeledAdversarial#34Validation mIoU: 64.3%
semi-supervised-semantic-segmentation-on-pascal-voc-2012-2-labeledAdversarial (DeepLab v2 ImageNet pre-trained)#11Validation mIoU: 49.2%
semi-supervised-semantic-segmentation-on-pascal-voc-2012-5-labeledAdversarial (DeepLab v2 ImageNet pre-trained)#13Validation mIoU: 59.1%