Causal Unsupervised Semantic Segmentation

Benchmark Model Rank Results
unsupervised-semantic-segmentation-on-coco-6CAUSE-TR (ViT-S/8)#1mIoU: 15.2Pixel Accuracy: 46.6
unsupervised-semantic-segmentation-on-coco-7CAUSE (DINOv2, ViT-B/14)#3Clustering [mIoU]: 45.3Clustering [Accuracy]: 78.0
unsupervised-semantic-segmentation-on-coco-7CAUSE (ViT-B/8)#4Clustering [mIoU]: 41.9Clustering [Accuracy]: 74.9
unsupervised-semantic-segmentation-on-coco-8CAUSE-TR (ViT-S/8)#1mIoU: 21.2Pixel Accuracy: 75.2
unsupervised-semantic-segmentation-on-coco-8CAUSE-MLP (ViT-S/8)#2mIoU: 19.1Pixel Accuracy: 78.8
unsupervised-semantic-segmentation-on-pascal-1CAUSE (iBOT, ViT-B/16)#1Clustering [mIoU]: 53.4
unsupervised-semantic-segmentation-on-pascal-1CAUSE (ViT-B/8)#2Clustering [mIoU]: 53.3
unsupervised-semantic-segmentation-on-pascal-1CAUSE (DINOv2, ViT-B/14)#3Clustering [mIoU]: 53.2