APANet: Adaptive Prototypes Alignment Network for Few-Shot Semantic Segmentation

Benchmark Model Rank Results
few-shot-semantic-segmentation-on-coco-20i-1APANet (ResNet-101)Mean IoU: 41.9
few-shot-semantic-segmentation-on-coco-20i-1APANet (ResNet-50)Mean IoU: 40.5
few-shot-semantic-segmentation-on-coco-20i-1APANet (VGG-16)Mean IoU: 37.2
few-shot-semantic-segmentation-on-coco-20i-5APANet (ResNet-101)Mean IoU: 46.4
few-shot-semantic-segmentation-on-coco-20i-5APANet (ResNet-50)Mean IoU: 43
few-shot-semantic-segmentation-on-coco-20i-5APANet (VGG-16)Mean IoU: 43.2
few-shot-semantic-segmentation-on-pascal-5i-1APANet (ResNet-101)Mean IoU: 64
few-shot-semantic-segmentation-on-pascal-5i-1APANet (ResNet-50)Mean IoU: 63
few-shot-semantic-segmentation-on-pascal-5i-1APANet (VGG-16)Mean IoU: 59
few-shot-semantic-segmentation-on-pascal-5i-5APANet (ResNet-101)Mean IoU: 68
few-shot-semantic-segmentation-on-pascal-5i-5APANet (ResNet-50)Mean IoU: 66
few-shot-semantic-segmentation-on-pascal-5i-5APANet (VGG-16)Mean IoU: 62.6