Medical Image Segmentation on Abdominal Abd CT -> MRI (test) benchmark leaderboard · SOTA2 Research

Medical Image Segmentation on Abdominal Abd CT -> MRI (test)

83.6Liver ScoreFully supervised

Evaluation Results

Method	Links
Fully supervised2025.09		83.6	77.01	83.69	65.9	77.55
FAMNet2026.06		73.01	57.28	74.68	58.21	65.79
DSM2026.06		72.94	61.59	69.52	59	65.76
SSL-ALP2026.06		70.74	55.49	67.43	58.39	63.01
PSP2026.06		70.24	69.96	78.7	58.56	69.36
Ours-GS2025.09		68.73	75.37	72.61	73.25	72.49
GenericSSL2025.09		62.87	45.21	53.03	49.99	52.78
RobustEMD2026.06		60.16	66.34	70.26	53.71	62.61
Ours-PL2025.09		59.02	70.78	74.83	79.44	71.02
CycleGAN2025.09		57.15	55.38	51.62	56.59	55.18
PATNet2026.06		57.01	50.23	53.01	51.63	52.97
FPL+2025.09		55.9	64.3	66.85	68.1	63.79
Ours-AD2025.09		54.56	69.8	67.84	75.34	66.89
CyCADA2025.09		53.59	60.74	60.18	58.7	58.3
FDA2025.09		51.16	63.9	64.2	67.96	61.81
ADNet2026.06		50.33	39.36	37.88	39.37	41.73
RPT2026.06		49.22	42.45	47.14	48.84	46.91
IFA2026.06		48.81	45.79	51.46	51.42	49.37
SIFA2025.09		48.43	58.63	46.55	56.27	52.47
CATNet2026.06		44.58	43.67	50.27	46.34	46.21
PSIGAN2025.09		34.2	53.99	51.65	58.79	49.66
Diff-style2025.09		29.15	58.84	57.94	57.44	50.84
No Adaptation2025.09		22.12	59.52	57.94	56.35	48.98
ADVENT2025.09		20.77	59.52	57.94	56.35	48.64