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SotA/Medical/Semantic Segmentation/Cityscapes 100 samples labeled

Semantic Segmentation on Cityscapes 100 samples labeled

Metric: Validation mIoU (higher is better)

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#Model↕Validation mIoU▼Extra DataPaperDate↕Code
1SemiVL (ViT-B/16)76.2NoSemiVL: Semi-Supervised Semantic Segmentation wi...2023-11-27Code
2UniMatch (DeepLab v3+ with ResNet-101)73NoRevisiting Weak-to-Strong Consistency in Semi-Su...2022-08-21Code
3CW-BASS (DeepLab v3+ with ResNet-50)65.87NoConfidence-Weighted Boundary-Aware Learning for ...2025-02-21Code
4CutMix (DeepLab v2, ImageNet pre-trained)51.2NoSemi-supervised semantic segmentation needs stro...2019-06-05Code