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SotA/Medical/Colorectal Gland Segmentation:/CRAG

Colorectal Gland Segmentation: on CRAG

Metric: F1-score (higher is better)

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#Model↕F1-score▼Extra DataPaperDate↕Code
1PatchCL0.881No--Code
2DSF-CNN (C8)0.874NoDense Steerable Filter CNNs for Exploiting Rotat...2020-04-06Code
3MILD-Net (e)0.869NoMILD-Net: Minimal Information Loss Dilated Netwo...2018-06-05-
4Steerable G-CNN (C8)0.861NoLearning Steerable Filters for Rotation Equivari...2017-11-20-
5Steerable G-CNN (C12)0.855NoLearning Steerable Filters for Rotation Equivari...2017-11-20-
6Steerable G-CNN (C12)0.837NoLearning Steerable Filters for Rotation Equivari...2017-11-20-
7G-CNN (C8)0.837NoRoto-Translation Equivariant Convolutional Netwo...2020-02-20Code
8G-CNN (C4)0.833NoGroup Equivariant Convolutional Networks2016-02-24Code
9G-CNN (C12)0.818NoRoto-Translation Equivariant Convolutional Netwo...2020-02-20Code
10Steerable G-CNN (e)0.811NoLearning Steerable Filters for Rotation Equivari...2017-11-20-
11VF-CNN (C12)0.776NoRotation equivariant vector field networks2016-12-29Code
12VF-CNN (C8)0.745NoRotation equivariant vector field networks2016-12-29Code
13VF-CNN (C4)0.711NoRotation equivariant vector field networks2016-12-29Code