Rotation equivariant vector field networks

Benchmark Model Rank Results
multi-tissue-nucleus-segmentation-on-kumarVF-CNN (C12)#4Dice: 0.813Hausdorff Distance (mm): 51.4
multi-tissue-nucleus-segmentation-on-kumarVF-CNN (C12)#6Dice: 0.808Hausdorff Distance (mm): 50.7
multi-tissue-nucleus-segmentation-on-kumarVF-CNN (C4)#7Dice: 0.800Hausdorff Distance (mm): 49.9
colorectal-gland-segmentation-on-cragVF-CNN (C12)#7Dice: 0.782F1-score: 0.776Hausdorff Distance (mm): 251.9
colorectal-gland-segmentation-on-cragVF-CNN (C8)#8Dice: 0.758F1-score: 0.745Hausdorff Distance (mm): 287.5
colorectal-gland-segmentation-on-cragVF-CNN (C4)#9Dice: 0.721F1-score: 0.711Hausdorff Distance (mm): 318.9
breast-tumour-classification-on-pcamVF-CNN (C12)#9AUC: 0.898
breast-tumour-classification-on-pcamVF-CNN (C8)#10AUC: 0.881
breast-tumour-classification-on-pcamVF-CNN (C4)#11AUC: 0.871