Medical Image Segmentation on CVC-ClinicDB

Metric: Average MAE (lower is better)

LeaderboardDataset

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#	Model↕	Average MAE▲	Extra Data	Paper	Date↕	Code
1	DuAT	0.006	No	DuAT: Dual-Aggregation Transformer Network for M...	2022-12-21	Code
2	MEGANet(Res2Net-50)	0.006	No	MEGANet: Multi-Scale Edge-Guided Attention Netwo...	2023-09-06	Code
3	CaraNet	0.007	No	CaraNet: Context Axial Reverse Attention Network...	2021-08-16	Code
4	COMMA (Res2Net-50)	0.007	No	-	-	-
5	MEGANet(ResNet-34)	0.008	No	MEGANet: Multi-Scale Edge-Guided Attention Netwo...	2023-09-06	Code
6	COMMA (ResNet-50)	0.008	No	-	-	-

#1DuATSOTA
0.006
Average MAE· 2022-12-21
DuAT: Dual-Aggregation Transformer Network for Medical Image Segmentation Code
#2MEGANet(Res2Net-50)
0.006
Average MAE· 2023-09-06
MEGANet: Multi-Scale Edge-Guided Attention Network for Weak Boundary Polyp Segmentation Code
#3CaraNetSOTA
0.007
Average MAE· 2021-08-16
CaraNet: Context Axial Reverse Attention Network for Segmentation of Small Medical Objects Code
#4COMMA (Res2Net-50)
0.007
Average MAE
No paper
#5MEGANet(ResNet-34)
0.008
Average MAE· 2023-09-06
MEGANet: Multi-Scale Edge-Guided Attention Network for Weak Boundary Polyp Segmentation Code
#6COMMA (ResNet-50)
0.008
Average MAE
No paper