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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