Self-supervised Few-shot Learning for Semantic Segmentation: An Annotation-free Approach

Benchmark Model Rank Results
few-shot-semantic-segmentation-on-fss-1000-1-shotAnnotation-free FSS (With Annotation,ResNet-50)#20Mean IoU: 85.7
few-shot-semantic-segmentation-on-fss-1000-1-shotAnnotation-free FSS (Without Annotation,ResNet-50)#23Mean IoU: 85
few-shot-semantic-segmentation-on-fss-1000-5-shotAnnotation-free FSS (With Annotation,ResNet-50)#18Mean IoU: 87.9
few-shot-semantic-segmentation-on-fss-1000-5-shotAnnotation-free FSS (Without Annotation,ResNet-50)#20Mean IoU: 86.8