OpenCodePapers

colorectal-gland-segmentation-on-crag

Colorectal Gland Segmentation:
Results over time
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Leaderboard
PaperCodeDiceF1-scoreHausdorff Distance (mm)ModelNameReleaseDate
Pseudo-Label Guided Contrastive Learning for Semi-Supervised Medical Image Segmentation✓ Link0.8920.881119.5PatchCL2023-01-01
Dense Steerable Filter CNNs for Exploiting Rotational Symmetry in Histology Images✓ Link0.8910.874138.4DSF-CNN (C8)2020-04-06
Learning Steerable Filters for Rotation Equivariant CNNs0.8880.861139.5Steerable G-CNN (C8)2017-11-20
MILD-Net: Minimal Information Loss Dilated Network for Gland Instance Segmentation in Colon Histology Images0.8830.869146.2MILD-Net (e)2018-06-05
Learning Steerable Filters for Rotation Equivariant CNNs0.8700.855156.2Steerable G-CNN (C12)2017-11-20
Learning Steerable Filters for Rotation Equivariant CNNs0.8690.837164.8Steerable G-CNN (C12)2017-11-20
Roto-Translation Equivariant Convolutional Networks: Application to Histopathology Image Analysis✓ Link0.8660.837157.4G-CNN (C8)2020-02-20
Group Equivariant Convolutional Networks✓ Link0.8560.833170.4G-CNN (C4)2016-02-24
Learning Steerable Filters for Rotation Equivariant CNNs0.8480.811175.9Steerable G-CNN (e)2017-11-20
U-Net: Convolutional Networks for Biomedical Image Segmentation✓ Link0.844196.9U-Net (e)2015-05-18
Roto-Translation Equivariant Convolutional Networks: Application to Histopathology Image Analysis✓ Link0.8340.818192.2G-CNN (C12)2020-02-20
Rotation equivariant vector field networks✓ Link0.7820.776251.9VF-CNN (C12)2016-12-29
Rotation equivariant vector field networks✓ Link0.7580.745287.5VF-CNN (C8)2016-12-29
Rotation equivariant vector field networks✓ Link0.7210.711318.9VF-CNN (C4)2016-12-29
U-Net: Convolutional Networks for Biomedical Image Segmentation✓ Link199.5FCN8 (e)2015-05-18