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Lesion Boundary Segmentation on ISIC 2018

0.9035DSC

MCTrans

Updated 4d ago

Evaluation Results

Method	Links
MCTrans 2021.06		0.9035	-	-	-	-
DoubleU-Net 2020.06		0.8962	82.12	0.878	0.9459	-
CENet 2021.06		0.8953	-	-	-	-
DoubleU-Net 2021.05		0.8938	0.8212	0.878	0.9459	1
AttentionUNet 2021.06		0.8895	-	-	-	-
UNet++ 2021.06		0.8885	-	-	-	-
UNet 2021.06		0.8878	-	-	-	-
MSRF-Net 2021.05		0.8824	0.8373	0.8893	0.9348	-
Deeplabv3+ (Mobilenet) 2021.05		0.8781	0.8236	0.883	0.9244	0.095
Deeplabv3+ (Xception) 2021.05		0.8772	0.8128	0.8681	0.9272	0.0431
ResUNet++ + CRF 2021.05		0.8688	0.8209	0.8826	0.8736	0.0181
HRNetV2-W48 2021.05		0.8667	0.8109	0.8584	0.9155	0.0427
HRNetV2-W18-Smallv2 2021.05		0.8561	0.7821	0.8556	0.8974	0.0088
ResUNet++ 2021.05		0.8557	0.8135	0.8801	0.8676	0.0181
U-Net 2021.05		0.8554	0.7847	0.8204	0.9474	0.0132
U-Net++ 2021.05		0.8094	0.7288	0.7866	0.9084	0
U-Net 2020.06		-	76.42	-	-	-
Multi-ResUNet 2020.06		-	80.29	-	-	-