Cost Aggregation Is All You Need for Few-Shot Segmentation

Benchmark Model Rank Results
few-shot-semantic-segmentation-on-coco-20i-1VAT (ResNet-50)#51Mean IoU: 41.3
few-shot-semantic-segmentation-on-coco-20i-5VAT (ResNet-50)#45Mean IoU: 47.9
few-shot-semantic-segmentation-on-fss-1000-1VAT#8Mean IoU: 90.0
few-shot-semantic-segmentation-on-fss-1000-5VAT#5Mean IoU: 90.6
few-shot-semantic-segmentation-on-pascal-5i-1VAT#22Mean IoU: 67.5
few-shot-semantic-segmentation-on-pascal-5i-5VAT#21Mean IoU: 71.6
semantic-correspondence-on-pf-pascalVAT#7PCK: 92.3
semantic-correspondence-on-pf-willowVAT#3PCK: 81.0
semantic-correspondence-on-spair-71kVAT#12PCK: 54.2