Feature Weighting and Boosting for Few-Shot Segmentation

Benchmark Model Rank Results
few-shot-semantic-segmentation-on-coco-20i-1FWB (ResNet-101)#74Mean IoU: 21.2
few-shot-semantic-segmentation-on-coco-20i-1FWB (VGG-16)#76Mean IoU: 20.02
few-shot-semantic-segmentation-on-coco-20i-5FWB (ResNet-101)#71Mean IoU: 23.65learnable parameters (million): 43
few-shot-semantic-segmentation-on-coco-20i-5FWB (VGG-16)#72Mean IoU: 22.63
few-shot-semantic-segmentation-on-pascal-5i-1FWB (ResNet-101)#82Mean IoU: 56.2
few-shot-semantic-segmentation-on-pascal-5i-1FWB (VGG-16)#85Mean IoU: 51.9
few-shot-semantic-segmentation-on-pascal-5i-5FWB (ResNet-101)#75Mean IoU: 59.9learnable parameters (million): 43
few-shot-semantic-segmentation-on-pascal-5i-5FWB (VGG-16)#82Mean IoU: 55.1