HM: Hybrid Masking for Few-Shot Segmentation

Open paper
Benchmark Model Rank Results
few-shot-semantic-segmentation-on-coco-20iHSNet (HM, ResNet-101)#8Mean IoU: 66.5
few-shot-semantic-segmentation-on-coco-20iHSNet (HM, ResNet-50)#9Mean IoU: 65.2
few-shot-semantic-segmentation-on-coco-20iVAT (HM, ResNet-50)#10Mean IoU: 65.1
few-shot-semantic-segmentation-on-coco-20i-1HSNet (HM, ResNet-101)#21Mean IoU: 46.5FB-IoU: 71.5
few-shot-semantic-segmentation-on-coco-20i-1ASNet (HM, ResNet-101)#27Mean IoU: 45.9FB-IoU: 71.1
few-shot-semantic-segmentation-on-coco-20i-1ASNet (HM, ResNet-50)#32Mean IoU: 44.7FB-IoU: 70.4
few-shot-semantic-segmentation-on-coco-20i-1HSNet (HM, ResNet-50)#33Mean IoU: 44.3FB-IoU: 70.8
few-shot-semantic-segmentation-on-coco-20i-1VAT (HM, ResNet-50)#39Mean IoU: 43.2FB-IoU: 70
few-shot-semantic-segmentation-on-coco-20i-2HSNet (HM, ResNet-101)#7Mean IoU: 70.9
few-shot-semantic-segmentation-on-coco-20i-2HSNet (HM, ResNet-50)#8Mean IoU: 69.7
few-shot-semantic-segmentation-on-coco-20i-2VAT (HM, ResNet-50)#9Mean IoU: 69.7
few-shot-semantic-segmentation-on-coco-20i-5ASNet (HM, ResNet-101)#30Mean IoU: 50.6FB-IoU: 73.3
few-shot-semantic-segmentation-on-coco-20i-5HSNet (HM, ResNet-101)#31Mean IoU: 50.6FB-IoU: 72.9
few-shot-semantic-segmentation-on-coco-20i-5HSNet (HM, ResNet-50)#38Mean IoU: 49.4FB-IoU: 72.2
few-shot-semantic-segmentation-on-coco-20i-5ASNet (HM, ResNet-50)#41Mean IoU: 48.4FB-IoU: 72.2
few-shot-semantic-segmentation-on-coco-20i-5VAT (HM, ResNet-50)#42Mean IoU: 48.3FB-IoU: 71.8
few-shot-semantic-segmentation-on-fss-1000-1VAT (HM, ResNet-101)#5Mean IoU: 90.2
few-shot-semantic-segmentation-on-fss-1000-1VAT (HM, ResNet-50)#9Mean IoU: 89.4
few-shot-semantic-segmentation-on-fss-1000-1HSNet (HM, ResNet-101)#14Mean IoU: 87.8
few-shot-semantic-segmentation-on-fss-1000-1HSNet (HM, ResNet-50)#16Mean IoU: 87.1
few-shot-semantic-segmentation-on-fss-1000-5VAT (HM, ResNet-101)#6Mean IoU: 90.5
few-shot-semantic-segmentation-on-fss-1000-5VAT (HM, ResNet-50)#8Mean IoU: 89.9
few-shot-semantic-segmentation-on-fss-1000-5HSNet (HM, ResNet-101)#15Mean IoU: 88.5
few-shot-semantic-segmentation-on-fss-1000-5HSNet (HM, ResNet-50)#16Mean IoU: 88
few-shot-semantic-segmentation-on-pascal-5i-1VAT (HM, ResNet-101)#20Mean IoU: 67.8FB-IoU: 79.4
few-shot-semantic-segmentation-on-pascal-5i-1HSNet (HM, ResNet-101)#32Mean IoU: 66.7FB-IoU: 77.8
few-shot-semantic-segmentation-on-pascal-5i-1VAT (HM, ResNet-50)#37Mean IoU: 65.8FB-IoU: 77.1
few-shot-semantic-segmentation-on-pascal-5i-1HSNet (HM, ResNet-50)#42Mean IoU: 65FB-IoU: 76.5
few-shot-semantic-segmentation-on-pascal-5i-5VAT (HM, ResNet-101)#29Mean IoU: 70.9FB-IoU: 81.5
few-shot-semantic-segmentation-on-pascal-5i-5HSNet (HM, ResNet-101)#42Mean IoU: 69.3FB-IoU: 79.7
few-shot-semantic-segmentation-on-pascal-5i-5VAT (HM, ResNet-50)#50Mean IoU: 68.2FB-IoU: 78.5
few-shot-semantic-segmentation-on-pascal-5i-5HSNet (HM, ResNet-50)#54Mean IoU: 67.1FB-IoU: 77.7

Rank counts only results with a code link.