Hard-aware Instance Adaptive Self-training for Unsupervised Cross-domain Semantic Segmentation

Benchmark Model Rank Results
domain-adaptation-on-gta5-to-cityscapesSepico + HIAST#12mIoU: 64.1
domain-adaptation-on-gta5-to-cityscapesAdaptSeg + HIAST#20mIoU: 56.3
synthetic-to-real-translation-on-gtav-toSepico + HIAST#12mIoU: 64.1
synthetic-to-real-translation-on-gtav-toAdaptSeg + HIAST#25mIoU: 56.3
synthetic-to-real-translation-on-synthia-to-1Sepico + HIAST#10MIoU (16 classes): 59.6MIoU (13 classes): 68.1
synthetic-to-real-translation-on-synthia-to-1AdaptSeg + HIAST#16MIoU (16 classes): 53.5MIoU (13 classes): 60.3
unsupervised-domain-adaptation-on-synthia-toSepico + HIAST#9mIoU (13 classes): 68.1MIoU (16 classes): 59.6
unsupervised-domain-adaptation-on-synthia-toAdaptSeg + HIAST#13mIoU (13 classes): 60.3MIoU (16 classes): 53.5