Medical Image Segmentation on Kvasir-SEG

Metric: S-Measure (higher is better)

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#	Model↕	S-Measure▼	Extra Data	Paper	Date↕	Code
1	CaraNet	0.929	No	CaraNet: Context Axial Reverse Attention Network...	2021-08-16	Code
2	COMMA (ResNet-50)	0.925	No	-	-	-
3	BDG-Net	0.923	No	BDG-Net: Boundary Distribution Guided Network fo...	2022-01-03	Code
4	HarDNet-MSEG	0.923	No	HarDNet-MSEG: A Simple Encoder-Decoder Polyp Seg...	2021-01-18	Code
5	COMMA (Res2Net-50)	0.919	No	-	-	-
6	UACANet-L	0.917	No	UACANet: Uncertainty Augmented Context Attention...	2021-07-06	Code
7	PraNet	0.915	No	PraNet: Parallel Reverse Attention Network for P...	2020-06-13	Code
8	UACANet-S	0.914	No	UACANet: Uncertainty Augmented Context Attention...	2021-07-06	Code
9	U-Net++	0.862	No	UNet++: A Nested U-Net Architecture for Medical ...	2018-07-18	Code
10	U-Net	0.858	No	U-Net: Convolutional Networks for Biomedical Ima...	2015-05-18	Code

#1CaraNetSOTA
0.929
S-Measure· 2021-08-16
CaraNet: Context Axial Reverse Attention Network for Segmentation of Small Medical Objects Code
#2COMMA (ResNet-50)
0.925
S-Measure
No paper
#3BDG-Net
0.923
S-Measure· 2022-01-03
BDG-Net: Boundary Distribution Guided Network for Accurate Polyp Segmentation Code
#4HarDNet-MSEGSOTA
0.923
S-Measure· 2021-01-18
HarDNet-MSEG: A Simple Encoder-Decoder Polyp Segmentation Neural Network that Achieves over 0.9 Mean Dice and 86 FPS Code
#5COMMA (Res2Net-50)
0.919
S-Measure
No paper
#6UACANet-L
0.917
S-Measure· 2021-07-06
UACANet: Uncertainty Augmented Context Attention for Polyp Segmentation Code
#7PraNetSOTA
0.915
S-Measure· 2020-06-13
PraNet: Parallel Reverse Attention Network for Polyp Segmentation Code
#8UACANet-S
0.914
S-Measure· 2021-07-06
UACANet: Uncertainty Augmented Context Attention for Polyp Segmentation Code
#9U-Net++SOTA
0.862
S-Measure· 2018-07-18
UNet++: A Nested U-Net Architecture for Medical Image Segmentation Code
#10U-NetSOTA
0.858
S-Measure· 2015-05-18
U-Net: Convolutional Networks for Biomedical Image Segmentation Code