Lesion Segmentation on HAM10000 Domain Generalization train on NV unseen categories (test) benchmark leaderboard · SOTA2 Research

Lesion Segmentation on HAM10000 Domain Generalization train on NV unseen categories (test)

74.53AKIEC IoUOurs

Evaluation Results

Method	Links
Ours2026.04		74.53	85.41	67.33	80.47	83.7	91.13	76.52	86.7	88.5	93.9	75.08	85.77	77.61	87.23
LightM-UNet2026.04		71.3	83.24	64.3	78.27	82.63	90.49	77.35	87.23	87.45	93.31	72.96	84.37	76	86.82
LB-UNet2026.04		70.99	83.04	65.38	79.06	82.43	90.37	77.12	87.08	87.48	93.32	75.21	85.85	76.44	86.45
VM-UNet2026.04		70.54	82.73	59.71	74.77	77.95	87.61	64.01	78.05	84.18	91.41	56.19	71.95	68.43	81.42
VM-UNet22026.04		70.42	82.64	58.48	73.8	76.41	86.63	68.84	81.54	83.04	90.74	61.09	75.85	69.38	81.87
TransFuse2026.04		70.06	82.39	58.17	73.55	76.84	86.9	64.54	78.45	83.79	91.18	55.1	71.05	68.08	80.59
ULVM-UNet2026.04		69.39	81.93	60.58	75.45	81.5	89.81	74.15	85.16	86.84	92.96	68.44	81.26	73.48	84.43
MALUNet2026.04		69.28	81.85	59.52	74.62	76.71	86.82	68.03	80.97	81.63	89.89	61.61	76.24	69.13	81.73
EGE-UNet2026.04		68.74	81.48	57.96	73.38	80.11	88.96	69.21	81.81	85.16	91.99	64.01	78.06	70.2	82.95
MatchSeg2026.04		67.81	80.82	58.14	73.53	76.12	86.44	70.9	82.97	84.58	91.64	69.89	82.28	71.24	82.95
C2SDG2026.04		64.49	78.41	52.33	68.7	68.57	81.35	58.89	74.13	75.91	86.31	43.15	60.29	60.22	74.2
UTNetV22026.04		64.14	78.16	53.58	69.78	70.67	82.81	54.82	70.82	78.42	87.91	50.78	67.36	62.07	76.47
UNeXt-S2026.04		63.19	77.45	56.76	72.41	76.79	86.87	70.5	82.7	83.54	91.03	65.24	78.96	69.34	81.9
SCR-Net2026.04		62.48	76.91	47.81	64.69	61.84	76.42	52.29	68.67	66.43	79.83	39.64	56.77	55.08	70.55
U-Net2026.04		55.08	71.04	51.49	67.98	68.5	81.31	69.27	81.85	76.02	86.38	64.39	78.34	64.12	77.48
ASwin U-Net2026.04		53.27	69.51	48.36	65.19	65.15	78.9	64.84	78.67	75.42	85.99	65.54	79.18	62.1	76.91