Medical Image Segmentation on ISIC 2018

Metric: Mean IoU (higher is better)

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#	Model↕	Mean IoU▼	Extra Data	Paper	Date↕	Code
1	DuAT	0.867	No	DuAT: Dual-Aggregation Transformer Network for M...	2022-12-21	Code
2	ProMISe	0.85	No	ProMISe: Promptable Medical Image Segmentation u...	2024-03-07	Code
3	MobileUNETR	0.8456	No	MobileUNETR: A Lightweight End-To-End Hybrid Vis...	2024-09-04	Code
4	BAT	0.843	No	Boundary-aware Transformers for Skin Lesion Segm...	2021-10-08	Code
5	SegMed	0.841	No	-	-	-

#1DuATSOTA
0.867
Mean IoU· 2022-12-21
DuAT: Dual-Aggregation Transformer Network for Medical Image Segmentation Code
#2ProMISe
0.85
Mean IoU· 2024-03-07
ProMISe: Promptable Medical Image Segmentation using SAM Code
#3MobileUNETR
0.8456
Mean IoU· 2024-09-04
MobileUNETR: A Lightweight End-To-End Hybrid Vision Transformer For Efficient Medical Image Segmentation Code
#4BATSOTA
0.843
Mean IoU· 2021-10-08
Boundary-aware Transformers for Skin Lesion Segmentation Code
#5SegMed
0.841
Mean IoU
No paper