Few-shot Semantic Segmentation with Support-induced Graph Convolutional Network

Benchmark Model Rank Results
few-shot-semantic-segmentation-on-coco-20i-1SiGCN (ResNet-50)Mean IoU: 41.4FB-IoU: 62.7
few-shot-semantic-segmentation-on-coco-20i-5SiGCN (ResNet-50)Mean IoU: 48FB-IoU: 66.2
few-shot-semantic-segmentation-on-pascal-5i-1SiGCN (ResNet-101)Mean IoU: 65.7FB-IoU: 78.3
few-shot-semantic-segmentation-on-pascal-5i-1SiGCN (ResNet-50)Mean IoU: 65.3FB-IoU: 77.5
few-shot-semantic-segmentation-on-pascal-5i-1SiGCN (VGG-16)Mean IoU: 60.8FB-IoU: 73.5
few-shot-semantic-segmentation-on-pascal-5i-5SiGCN (ResNet-50)Mean IoU: 68.5FB-IoU: 78.3