Medical Image Segmentation on AMOS MR benchmark leaderboard · SOTA2 Research

Medical Image Segmentation on AMOS MR

95Dice Score (AMOS MR)MedSAM

Evaluation Results

Method	Links
MedSAM2025.10		95	2.24	0.59	—
SAMRIbox2025.10		94	2.75	0.81	—
SAMRIbp2025.10		94	2.83	0.82	—
Target Supervision2026.06		90.16	—	—	1.91
Target Supervision2026.06		90.05	—	—	1.93
SAM-ViTB2025.10		90	3.16	0.99	—
ASFOSDA2026.06		71.46	—	—	8.78
ASFOSDA2026.06		70.35	—	—	9.32
UGTST2026.06		68.62	—	—	10.16
CENT2026.06		68.16	—	—	10.52
MAXREP2026.06		67.78	—	—	10.86
UGTST2026.06		67.73	—	—	10.93
CENT2026.06		66.94	—	—	11.54
MAXREP2026.06		66.62	—	—	11.65
PENT2026.06		65.83	—	—	11.92
LC2026.06		65.73	—	—	12.17
PMAR2026.06		65.35	—	—	12.35
PENT2026.06		65.29	—	—	12.38
Core-set2026.06		65.25	—	—	12.46
LC2026.06		64.78	—	—	13.26
PMAR2026.06		64.52	—	—	13.76
Core-set2026.06		64.24	—	—	13.82
RAND2026.06		61.24	—	—	13.18
RAND2026.06		60.84	—	—	15.34
TT-SFUDA2026.06		40.56	—	—	45.64
TT-SFUDA2026.06		38.35	—	—	48.55
FSM2026.06		36.63	—	—	49.27
DPL2026.06		35.51	—	—	50.34
FSM2026.06		34.12	—	—	53.62
DPL2026.06		33.83	—	—	55.34
Source Only2026.06		8.35	—	—	70.34
Source Only2026.06		8.16	—	—	72.31