Medical Image Segmentation on CVC-ColonDB

Metric: S-Measure (higher is better)

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#	Model↕	S-Measure▼	Extra Data	Paper	Date↕	Code
1	Polyp-PVT	0.865	No	Polyp-PVT: Polyp Segmentation with Pyramid Visio...	2021-08-16	Code
2	CaraNet	0.853	No	CaraNet: Context Axial Reverse Attention Network...	2021-08-16	Code
3	COMMA (Res2Net-50)	0.849	No	-	-	-
4	UACANet-S	0.848	No	UACANet: Uncertainty Augmented Context Attention...	2021-07-06	Code
5	UACANet-L	0.835	No	UACANet: Uncertainty Augmented Context Attention...	2021-07-06	Code
6	PraNet	0.819	No	PraNet: Parallel Reverse Attention Network for P...	2020-06-13	Code

#1Polyp-PVTSOTA
0.865
S-Measure· 2021-08-16
Polyp-PVT: Polyp Segmentation with Pyramid Vision Transformers Code
#2CaraNet
0.853
S-Measure· 2021-08-16
CaraNet: Context Axial Reverse Attention Network for Segmentation of Small Medical Objects Code
#3COMMA (Res2Net-50)
0.849
S-Measure
No paper
#4UACANet-SSOTA
0.848
S-Measure· 2021-07-06
UACANet: Uncertainty Augmented Context Attention for Polyp Segmentation Code
#5UACANet-L
0.835
S-Measure· 2021-07-06
UACANet: Uncertainty Augmented Context Attention for Polyp Segmentation Code
#6PraNetSOTA
0.819
S-Measure· 2020-06-13
PraNet: Parallel Reverse Attention Network for Polyp Segmentation Code