Medical Image Segmentation on ETIS-LARIBPOLYPDB

Metric: mIoU (higher is better)

LeaderboardDataset

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Results

#	Model↕	mIoU▼	Extra Data	Paper	Date↕	Code
1	RAPUNet	0.9179	No	-	-	Code
2	SegMed	0.879	No	-	-	-
3	DUCK-Net	0.8788	No	Using DUCK-Net for Polyp Image Segmentation	2023-11-03	Code
4	ResUNet++	0.7534	No	ResUNet++: An Advanced Architecture for Medical ...	2019-11-16	Code
5	ProMISe	0.75	No	ProMISe: Promptable Medical Image Segmentation u...	2024-03-07	Code
6	ESFPNet-L	0.748	No	ESFPNet: efficient deep learning architecture fo...	2022-07-15	Code
7	DuAT	0.746	No	DuAT: Dual-Aggregation Transformer Network for M...	2022-12-21	Code
8	ResUNet++ + TTA	0.7458	No	A Comprehensive Study on Colorectal Polyp Segmen...	2021-07-26	Code
9	PVT-CASCADE	0.7258	No	-	-	Code
10	SSFormer-L	0.72	No	Stepwise Feature Fusion: Local Guides Global	2022-03-07	Code
11	MEGANet(ResNet-34)	0.709	No	MEGANet: Multi-Scale Edge-Guided Attention Netwo...	2023-09-06	Code
12	Meta-Polyp	0.704	No	Meta-Polyp: a baseline for efficient Polyp segme...	2023-05-13	Code
13	UACANet-L	0.689	No	UACANet: Uncertainty Augmented Context Attention...	2021-07-06	Code
14	SAM-EG	0.681	No	SAM-EG: Segment Anything Model with Egde Guidanc...	2024-06-21	-
15	CaraNet	0.672	No	CaraNet: Context Axial Reverse Attention Network...	2021-08-16	Code
16	MEGANet(Res2Net-50)	0.665	No	MEGANet: Multi-Scale Edge-Guided Attention Netwo...	2023-09-06	Code
17	TransFuse-L	0.661	No	TransFuse: Fusing Transformers and CNNs for Medi...	2021-02-16	Code
18	TransFuse-S	0.659	No	TransFuse: Fusing Transformers and CNNs for Medi...	2021-02-16	Code
19	COMMA (Res2Net-50)	0.648	No	-	-	-
20	UACANet-S	0.615	No	UACANet: Uncertainty Augmented Context Attention...	2021-07-06	Code
21	HarDNet-MSEG	0.613	No	HarDNet-MSEG: A Simple Encoder-Decoder Polyp Seg...	2021-01-18	Code
22	PraNet	0.567	No	PraNet: Parallel Reverse Attention Network for P...	2020-06-13	Code