Multi-tissue Nucleus Segmentation on Kumar

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

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Results

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#	Model↕	Hausdorff Distance (mm)▼	Extra Data	Paper	Date↕	Code
1	DSF-CNN (C8)	60	No	Dense Steerable Filter CNNs for Exploiting Rotat...	2020-04-06	Code
2	HoVer-Net (e)	59.7	No	HoVer-Net: Simultaneous Segmentation and Classif...	2018-12-16	Code
3	CIA-Net (e)	57.7	No	CIA-Net: Robust Nuclei Instance Segmentation wit...	2019-03-13	-
4	Steerable G-CNN (C12)	55.8	No	Learning Steerable Filters for Rotation Equivari...	2017-11-20	-
5	Steerable G-CNN (C12)	54.3	No	Learning Steerable Filters for Rotation Equivari...	2017-11-20	-
6	Steerable G-CNN (C4)	54.2	No	Learning Steerable Filters for Rotation Equivari...	2017-11-20	-
7	G-CNN (C12)	53.4	No	Roto-Translation Equivariant Convolutional Netwo...	2020-02-20	Code
8	G-CNN (C12)	51.9	No	Roto-Translation Equivariant Convolutional Netwo...	2020-02-20	Code
9	Micro-Net (e)	51.9	No	Micro-Net: A unified model for segmentation of v...	2018-04-22	-
10	VF-CNN (C12)	51.4	No	Rotation equivariant vector field networks	2016-12-29	Code
11	Steerable G-CNN (e)	51	No	Learning Steerable Filters for Rotation Equivari...	2017-11-20	-
12	Mask R-CNN (e)	50.9	No	Mask R-CNN	2017-03-20	Code
13	VF-CNN (C12)	50.7	No	Rotation equivariant vector field networks	2016-12-29	Code
14	VF-CNN (C4)	49.9	No	Rotation equivariant vector field networks	2016-12-29	Code
15	G-CNN (C4)	49	No	Group Equivariant Convolutional Networks	2016-02-24	Code
16	U-Net (e)	47.8	No	U-Net: Convolutional Networks for Biomedical Ima...	2015-05-18	Code
17	FCN8 (e)	31.2	No	Fully Convolutional Networks for Semantic Segmen...	2014-11-14	Code