Segmentation on HAM10000 (Hard Samples) benchmark leaderboard · SOTA2 Research

Segmentation on HAM10000 (Hard Samples)

79.92IoUUGDD-Net

Evaluation Results

Method	Links
UGDD-Net2026.05		79.92	87.78	17.03	6.28	11.72
UDEL2026.05		77.1	85.79	18.96	7.31	14.35
SFma-UNet2026.05		76.93	85.66	19.94	7.51	17.15
WinGraphUNet2026.05		76.79	85.52	19.94	7.51	19.44
CDMT-UNet2026.05		76.79	85.52	20.55	7.87	19.44
DPMF-Net2026.05		76.66	85.41	20.76	8.24	16.37
CFFormer2026.05		76.34	85.27	22.99	9.85	18.8
F2CAU-Net2026.05		76.15	84.99	21.03	8.51	14.88
MPBA-Net2026.05		75.82	84.7	21.69	8.87	18.23
DPGNet2026.05		75.14	84.33	21.98	8.94	15.35
DEviS2026.05		74.75	84.09	22.12	9.24	14.76
AHF-U-Net2026.05		74.26	83.81	22.04	8.99	15.72
DSU-Net2026.05		73.72	83.17	23.53	9.98	18.56
BDFormer2026.05		73.27	82.84	21.35	8.64	19.92
SF-UNet2026.05		73.19	82.72	20.99	8.39	16.28
DMA-Net2026.05		72.58	82.31	22.55	9.64	16.82
SkinMamba2026.05		72.02	82.19	20.04	7.68	16.65
VM-UNet2026.05		71.99	81.97	23.95	10.11	16.56
H-Net2026.05		71.45	81.76	24.47	10.23	16.49
U-Net2026.05		70.71	81.23	25.14	10.56	16.4
Swin-Unet2026.05		69.77	80.23	25.91	11.23	19.97