Medical Image Segmentation on ETIS-LARIBPOLYPDB

Metric: Average MAE (lower is better)

LeaderboardDataset

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#	Model↕	Average MAE▲	Extra Data	Paper	Date↕	Code
1	UACANet-L	0.012	No	UACANet: Uncertainty Augmented Context Attention...	2021-07-06	Code
2	DuAT	0.013	No	DuAT: Dual-Aggregation Transformer Network for M...	2022-12-21	Code
3	COMMA (Res2Net-50)	0.015	No	-	-	-
4	CaraNet	0.017	No	CaraNet: Context Axial Reverse Attention Network...	2021-08-16	Code
5	UACANet-S	0.023	No	UACANet: Uncertainty Augmented Context Attention...	2021-07-06	Code
6	PraNet	0.031	No	PraNet: Parallel Reverse Attention Network for P...	2020-06-13	Code

#1UACANet-LSOTA
0.012
Average MAE· 2021-07-06
UACANet: Uncertainty Augmented Context Attention for Polyp Segmentation Code
#2DuAT
0.013
Average MAE· 2022-12-21
DuAT: Dual-Aggregation Transformer Network for Medical Image Segmentation Code
#3COMMA (Res2Net-50)
0.015
Average MAE
No paper
#4CaraNet
0.017
Average MAE· 2021-08-16
CaraNet: Context Axial Reverse Attention Network for Segmentation of Small Medical Objects Code
#5UACANet-SSOTA
0.023
Average MAE· 2021-07-06
UACANet: Uncertainty Augmented Context Attention for Polyp Segmentation Code
#6PraNetSOTA
0.031
Average MAE· 2020-06-13
PraNet: Parallel Reverse Attention Network for Polyp Segmentation Code