Doubly Deformable Aggregation of Covariance Matrices for Few-shot Segmentation

Open paper
Benchmark Model Rank Results
few-shot-semantic-segmentation-on-coco-20i-1DACM (VAT, ResNet-50)#41Mean IoU: 43FB-IoU: 69.4
few-shot-semantic-segmentation-on-coco-20i-1DACM (ResNet-50)#54Mean IoU: 40.6FB-IoU: 68.9
few-shot-semantic-segmentation-on-coco-20i-5DACM (VAT, ResNet-50)#39Mean IoU: 49.2FB-IoU: 72.9
few-shot-semantic-segmentation-on-coco-20i-5DACM (ResNet-50)#44Mean IoU: 48.1FB-IoU: 71.6
few-shot-semantic-segmentation-on-fss-1000-1DACM (ResNet-101)#1Mean IoU: 90.8
few-shot-semantic-segmentation-on-fss-1000-1DACM (ResNet-50)#2Mean IoU: 90.7
few-shot-semantic-segmentation-on-fss-1000-5DACM (ResNet-101)#1Mean IoU: 91.7
few-shot-semantic-segmentation-on-fss-1000-5DACM (ResNet-50)#2Mean IoU: 91.6
few-shot-semantic-segmentation-on-pascal-5i-1DACM (VAT, ResNet-101)#11Mean IoU: 69.1FB-IoU: 79.4
few-shot-semantic-segmentation-on-pascal-5i-1DACM (ResNet-101)#23Mean IoU: 67.5FB-IoU: 78.9
few-shot-semantic-segmentation-on-pascal-5i-1DACM (VAT, ResNet-50)#29Mean IoU: 66.8FB-IoU: 78.6
few-shot-semantic-segmentation-on-pascal-5i-1DACM (ResNet-50)#39Mean IoU: 65.7FB-IoU: 77.8
few-shot-semantic-segmentation-on-pascal-5i-1DACM (VGG-16)#62Mean IoU: 61.8FB-IoU: 75.5
few-shot-semantic-segmentation-on-pascal-5i-5DACM (VAT, ResNet-101)#11Mean IoU: 73.3FB-IoU: 83.1
few-shot-semantic-segmentation-on-pascal-5i-5DACM (VAT, ResNet-50)#20Mean IoU: 71.7FB-IoU: 81.7
few-shot-semantic-segmentation-on-pascal-5i-5DACM (ResNet-101)#24Mean IoU: 71.4FB-IoU: 81.5
few-shot-semantic-segmentation-on-pascal-5i-5DACM (ResNet-50)#30Mean IoU: 70.9FB-IoU: 81.3
few-shot-semantic-segmentation-on-pascal-5i-5DACM (VGG-16)#62Mean IoU: 65.7FB-IoU: 77.8

Rank counts only results with a code link.