Medical Image Segmentation on ETIS-LARIBPOLYPDB

Metric: mean Dice (higher is better)

LeaderboardDataset

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Results

#	Model↕	mean Dice▼	Extra Data	Paper	Date↕	Code
1	RAPUNet	0.9572	No	-	-	Code
2	SegMed	0.936	No	-	-	-
3	DUCK-Net	0.9354	No	Using DUCK-Net for Polyp Image Segmentation	2023-11-03	Code
4	EMCAD	0.9229	No	EMCAD: Efficient Multi-scale Convolutional Atten...	2024-05-11	Code
5	ProMISe	0.84	No	ProMISe: Promptable Medical Image Segmentation u...	2024-03-07	Code
6	RSAFormer	0.835	No	-	-	Code
7	ESFPNet-L	0.823	No	ESFPNet: efficient deep learning architecture fo...	2022-07-15	Code
8	DuAT	0.822	No	DuAT: Dual-Aggregation Transformer Network for M...	2022-12-21	Code
9	PVT-CASCADE	0.8007	No	-	-	Code
10	SSFormer-L	0.796	No	Stepwise Feature Fusion: Local Guides Global	2022-03-07	Code
11	MEGANet(ResNet-34)	0.789	No	MEGANet: Multi-Scale Edge-Guided Attention Netwo...	2023-09-06	Code
12	Meta-Polyp	0.78	No	Meta-Polyp: a baseline for efficient Polyp segme...	2023-05-13	Code
13	UACANet-L	0.766	No	UACANet: Uncertainty Augmented Context Attention...	2021-07-06	Code
14	SAM-EG	0.757	No	SAM-EG: Segment Anything Model with Egde Guidanc...	2024-06-21	-
15	CaraNet	0.747	No	CaraNet: Context Axial Reverse Attention Network...	2021-08-16	Code
16	MEGANet(Res2Net-50)	0.739	No	MEGANet: Multi-Scale Edge-Guided Attention Netwo...	2023-09-06	Code
17	TransFuse-L	0.737	No	TransFuse: Fusing Transformers and CNNs for Medi...	2021-02-16	Code
18	TransFuse-S	0.733	No	TransFuse: Fusing Transformers and CNNs for Medi...	2021-02-16	Code
19	HarDNet-DFUS	0.73	No	HarDNet-DFUS: An Enhanced Harmonically-Connected...	2022-09-15	Code
20	COMMA (Res2Net-50)	0.711	No	-	-	-
21	UACANet-S	0.694	No	UACANet: Uncertainty Augmented Context Attention...	2021-07-06	Code
22	HarDNet-MSEG	0.677	No	HarDNet-MSEG: A Simple Encoder-Decoder Polyp Seg...	2021-01-18	Code
23	ResUNet++	0.6364	No	ResUNet++: An Advanced Architecture for Medical ...	2019-11-16	Code
24	PraNet	0.628	No	PraNet: Parallel Reverse Attention Network for P...	2020-06-13	Code
25	ResUNet++ + TTA	0.6136	No	A Comprehensive Study on Colorectal Polyp Segmen...	2021-07-26	Code