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SotA/Computer Vision/Unsupervised Semantic Segmentation/COCO-Stuff-171

Unsupervised Semantic Segmentation on COCO-Stuff-171

Metric: Pixel Accuracy (higher is better)

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#Model↕Pixel Accuracy▼Extra DataPaperDate↕Code
1CAUSE-TR (ViT-S/8)46.6NoCausal Unsupervised Semantic Segmentation2023-10-11Code
2TransFGU (ViT-S/8)34.32YesTransFGU: A Top-down Approach to Fine-Grained Un...2021-12-02Code
3PiCIE (ResNet-50)29.8NoPiCIE: Unsupervised Semantic Segmentation using ...2021-03-30Code
4IIC (ResNet-50)15.7NoInvariant Information Clustering for Unsupervise...2018-07-17Code