PiCIE: Unsupervised Semantic Segmentation using Invariance and Equivariance in Clustering

Benchmark Model Rank Results
unsupervised-semantic-segmentation-on-6PiCIE (Supervised pretrain)#4mIoU (test): 17.6mIoU (val): 17.8
unsupervised-semantic-segmentation-on-cityscapesPiCIE#11mIoU: 12.3Accuracy: 65.5
unsupervised-semantic-segmentation-on-coco-6PiCIE (ResNet-50)#3mIoU: 5.6Pixel Accuracy: 29.8
unsupervised-semantic-segmentation-on-coco-7PiCIE + H#18Clustering [mIoU]: 14.36Clustering [Accuracy]: 49.99
unsupervised-semantic-segmentation-on-coco-7PiCIE#19Clustering [Accuracy]: 48.1