Quaternion-valued Correlation Learning for Few-Shot Semantic Segmentation

Benchmark Model Rank Results
few-shot-semantic-segmentation-on-coco-20i-1QCLNet (ResNet-101)#35Mean IoU: 43.6
few-shot-semantic-segmentation-on-coco-20i-1QCLNet (ResNet-50)#45Mean IoU: 42.3
few-shot-semantic-segmentation-on-coco-20i-5QCLNet (ResNet-101)#26Mean IoU: 51.9
few-shot-semantic-segmentation-on-coco-20i-5QCLNet (ResNet-50)#34Mean IoU: 50
few-shot-semantic-segmentation-on-pascal-5i-1QCLNet (ResNet-101)#27Mean IoU: 67
few-shot-semantic-segmentation-on-pascal-5i-1QCLNet (ResNet-50)#52Mean IoU: 64.3
few-shot-semantic-segmentation-on-pascal-5i-1QCLNet (VGG-16)#66Mean IoU: 60.6
few-shot-semantic-segmentation-on-pascal-5i-5QCLNet (ResNet-101)#25Mean IoU: 71.2
few-shot-semantic-segmentation-on-pascal-5i-5QCLNet (ResNet-50)#40Mean IoU: 69.5
few-shot-semantic-segmentation-on-pascal-5i-5QCLNet (VGG-16)#66Mean IoU: 64.2