An Alternative to WSSS? An Empirical Study of the Segment Anything Model (SAM) on Weakly-Supervised Semantic Segmentation Problems

Benchmark Model Rank Results
weakly-supervised-semantic-segmentation-onWSSS-SAM(ResNet-101, multi-stage)#7Mean IoU: 77.2
weakly-supervised-semantic-segmentation-on-1WSSS-SAM(DeepLabV2-ResNet101)#6Mean IoU: 77.1
weakly-supervised-semantic-segmentation-on-4WSSS-SAM(DeepLabV2-ResNet101)#3mIoU: 55.6