Dense Gaussian Processes for Few-Shot Segmentation

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Benchmark Model Rank Results
few-shot-semantic-segmentation-on-coco-20iDGPNet (ResNet-101)#3Mean IoU: 70.1
few-shot-semantic-segmentation-on-coco-20iDGPNet (ResNet-50)#6Mean IoU: 68.9
few-shot-semantic-segmentation-on-coco-20i-1DGPNet (ResNet-101)#19Mean IoU: 46.7
few-shot-semantic-segmentation-on-coco-20i-1DGPNet (ResNet-50)#31Mean IoU: 45
few-shot-semantic-segmentation-on-coco-20i-10DGPNet (ResNet-101)#1Mean IoU: 60.2
few-shot-semantic-segmentation-on-coco-20i-2DGPNet (ResNet-101)#2Mean IoU: 78.5
few-shot-semantic-segmentation-on-coco-20i-2DGPNet (ResNet-50)#3Mean IoU: 77.5
few-shot-semantic-segmentation-on-coco-20i-5DGPNet (ResNet-101)#8Mean IoU: 57.9
few-shot-semantic-segmentation-on-coco-20i-5DGPNet (ResNet-50)#12Mean IoU: 56.2
few-shot-semantic-segmentation-on-pascal-5iDGPNet (ResNet-101)#1Mean IoU: 77.7
few-shot-semantic-segmentation-on-pascal-5i-1DGPNet (ResNet-101)#44Mean IoU: 64.8
few-shot-semantic-segmentation-on-pascal-5i-1DGPNet (ResNet-50)#57Mean IoU: 63.5
few-shot-semantic-segmentation-on-pascal-5i-5DGPNet (ResNet-101)#4Mean IoU: 75.4
few-shot-semantic-segmentation-on-pascal-5i-5DGPNet (ResNet-50)#10Mean IoU: 73.5

Rank counts only results with a code link.