Expand-and-Quantize: Unsupervised Semantic Segmentation Using High-Dimensional Space and Product Quantization

Benchmark Model Rank Results
unsupervised-semantic-segmentation-on-cityscapesEQUSS–mIoU: 22.0Accuracy: 79.9
unsupervised-semantic-segmentation-on-coco-stuff-27EQUSS–Clustering [mIoU]: 25.8Clustering [Accuracy]: 53.8…
unsupervised-semantic-segmentation-on-coco-stuff-27EQUSS (ViT-S)–Clustering [mIoU]: 25.8Clustering [Accuracy]: 53.8
unsupervised-semantic-segmentation-on-potsdam-3EQUSS–Accuracy: 82.0