RecurSeed and EdgePredictMix: Pseudo-Label Refinement Learning for Weakly Supervised Semantic Segmentation across Single- and Multi-Stage Frameworks

Benchmark Model Rank Results
weakly-supervised-semantic-segmentation-onRS+EPM (ResNet-101, multi-stage)#11Mean IoU: 74.4
weakly-supervised-semantic-segmentation-onRS+EPM (ResNet-50, single-stage)#48Mean IoU: 69.5
weakly-supervised-semantic-segmentation-on-1RS+EPM (ResNet-101, multi-stage)#14Mean IoU: 73.6
weakly-supervised-semantic-segmentation-on-1RS+EPM (ResNet-50, single-stage)#40Mean IoU: 70.6
weakly-supervised-semantic-segmentation-on-4RS+EPM (ResNet-101, multi-stage)#10mIoU: 46.4
weakly-supervised-semantic-segmentation-on-4RS+EPM (ResNet-50, single-stage)#22mIoU: 42.2