Multi-tissue Nucleus Segmentation on Kumar

Metric: Dice (higher is better)

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Results

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#	Model↕	Dice▼	Extra Data	Paper	Date↕	Code
1	GC-MHVN	0.843	No	MRL: Learning to Mix with Attention and Convolut...	2022-08-30	-
2	DSF-CNN (C8)	0.826	No	Dense Steerable Filter CNNs for Exploiting Rotat...	2020-04-06	Code
3	HoVer-Net (e)	0.826	No	HoVer-Net: Simultaneous Segmentation and Classif...	2018-12-16	Code
4	Steerable G-CNN (C12)	0.82	No	Learning Steerable Filters for Rotation Equivari...	2017-11-20	-
5	CIA-Net (e)	0.818	No	CIA-Net: Robust Nuclei Instance Segmentation wit...	2019-03-13	-
6	Steerable G-CNN (C12)	0.818	No	Learning Steerable Filters for Rotation Equivari...	2017-11-20	-
7	G-CNN (C12)	0.814	No	Roto-Translation Equivariant Convolutional Netwo...	2020-02-20	Code
8	VF-CNN (C12)	0.813	No	Rotation equivariant vector field networks	2016-12-29	Code
9	G-CNN (C12)	0.811	No	Roto-Translation Equivariant Convolutional Netwo...	2020-02-20	Code
10	Steerable G-CNN (C4)	0.809	No	Learning Steerable Filters for Rotation Equivari...	2017-11-20	-
11	VF-CNN (C12)	0.808	No	Rotation equivariant vector field networks	2016-12-29	Code
12	VF-CNN (C4)	0.8	No	Rotation equivariant vector field networks	2016-12-29	Code
13	Micro-Net (e)	0.797	No	Micro-Net: A unified model for segmentation of v...	2018-04-22	-
14	FCN8 (e)	0.797	No	Fully Convolutional Networks for Semantic Segmen...	2014-11-14	Code
15	G-CNN (C4)	0.793	No	Group Equivariant Convolutional Networks	2016-02-24	Code
16	Steerable G-CNN (e)	0.791	No	Learning Steerable Filters for Rotation Equivari...	2017-11-20	-
17	Mask R-CNN (e)	0.76	No	Mask R-CNN	2017-03-20	Code
18	U-Net (e)	0.758	No	U-Net: Convolutional Networks for Biomedical Ima...	2015-05-18	Code