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SotA/Medical/Colorectal Gland Segmentation:/CRAG

Colorectal Gland Segmentation: on CRAG

Metric: Hausdorff Distance (mm) (higher is better)

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#Model↕Hausdorff Distance (mm)▼Extra DataPaperDate↕Code
1VF-CNN (C4)318.9NoRotation equivariant vector field networks2016-12-29Code
2VF-CNN (C8)287.5NoRotation equivariant vector field networks2016-12-29Code
3VF-CNN (C12)251.9NoRotation equivariant vector field networks2016-12-29Code
4FCN8 (e)199.5NoU-Net: Convolutional Networks for Biomedical Ima...2015-05-18Code
5U-Net (e)196.9NoU-Net: Convolutional Networks for Biomedical Ima...2015-05-18Code
6G-CNN (C12)192.2NoRoto-Translation Equivariant Convolutional Netwo...2020-02-20Code
7Steerable G-CNN (e)175.9NoLearning Steerable Filters for Rotation Equivari...2017-11-20-
8G-CNN (C4)170.4NoGroup Equivariant Convolutional Networks2016-02-24Code
9Steerable G-CNN (C12)164.8NoLearning Steerable Filters for Rotation Equivari...2017-11-20-
10G-CNN (C8)157.4NoRoto-Translation Equivariant Convolutional Netwo...2020-02-20Code
11Steerable G-CNN (C12)156.2NoLearning Steerable Filters for Rotation Equivari...2017-11-20-
12MILD-Net (e)146.2NoMILD-Net: Minimal Information Loss Dilated Netwo...2018-06-05-
13Steerable G-CNN (C8)139.5NoLearning Steerable Filters for Rotation Equivari...2017-11-20-
14DSF-CNN (C8)138.4NoDense Steerable Filter CNNs for Exploiting Rotat...2020-04-06Code
15PatchCL119.5No--Code