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Lesion Segmentation on HAM10000

6.45HD95

UGDD-Net

Updated 21d ago

Evaluation Results

Method	Links
UGDD-Net 2026.05		6.45	92.61	96.01	2.07	8.53
UDEL 2026.05		8.16	91.07	94.98	2.88	11.02
SkinMamba 2026.05		8.42	88.94	93.64	2.92	13.51
WinGraphUNet 2026.05		8.57	90.44	94.65	2.98	15.87
SFma-UNet 2026.05		8.57	90.83	94.87	2.98	13.98
MambaLiteUNet (Ours) 2026.04		8.65	-	-	-	-
CDMT-UNet 2026.05		8.93	90.44	94.65	3.09	15.87
DPMF-Net 2026.05		9.04	89.98	94.32	3.13	13.07
SF-UNet 2026.05		9.15	88.03	93.11	3.16	13.22
BDFormer 2026.05		9.31	89.41	93.93	3.22	16.09
F2CAU-Net 2026.05		9.32	90.05	94.36	3.18	11.67
H-vmunet 2026.04		9.47	89.54	94.48	-	-
LB-UNet 2026.04		9.72	-	-	-	-
MPBA-Net 2026.05		9.97	89.35	93.86	3.37	14.29
DPGNet 2026.05		10.03	89.74	94.18	3.4	12.21
AHF-U-Net 2026.05		10.23	89.51	94.06	3.46	12.59
DMA-Net 2026.05		10.47	88.69	93.48	3.49	13.94
DEviS 2026.05		10.48	89.86	94.24	3.54	11.33
CFFormer 2026.05		10.67	90.27	94.56	3.67	14.73
DSU-Net 2026.05		10.83	89.46	93.95	3.71	14.31
VM-UNet 2026.05		10.96	88.12	93.18	3.77	13.62
H-Net 2026.05		11.06	87.02	92.45	3.93	13.02
U-Net 2026.05		11.42	86.75	92.36	3.99	12.67
Swin-Unet 2026.05		11.81	87.3	92.71	4.14	16.75
ULVM-UNet 2026.04		12.23	-	-	-	-
LightM-UNet 2026.04		12.52	-	-	-	-
WTCM-UNet 2026.04		12.75	86.31	92.65	-	-
VM-UNet2 2026.04		12.84	-	-	-	-
EGE-UNet 2026.04		12.97	-	-	-	-
VM-UNet 2026.04		13.4	-	-	-	-
MALUNet 2026.04		13.7	-	-	-	-
SCR-Net 2026.04		13.9	-	-	-	-
UNeXt-S 2026.04		14.2	-	-	-	-
TransFuse 2026.04		14.76	-	-	-	-
U-Net 2026.04		15.35	-	-	-	-
C2SDG 2026.04		16	-	-	-	-
ASwin U-Net 2026.04		16.17	-	-	-	-
UTNetV2 2026.04		18.5	-	-	-	-