Medical Image Segmentation on Synapse-CT benchmark leaderboard · SOTA2 Research

Medical Image Segmentation on Synapse-CT

85.12DSC ScoreDA-SAM3

Evaluation Results

Method	Links
DA-SAM32026.06		85.12	—	—	—	—	—	8.425
MoE-SAM2026.06		84.71	—	—	—	—	—	8.756
Swin-UMamba2026.06		83.48	—	—	—	—	—	8.14
MedNeXt2026.06		82.69	—	—	—	—	—	11.98
AutoSAM2026.06		81.61	—	—	—	—	—	10.17
SAM32026.06		80.75	—	—	—	—	—	15.12
Swin-UNETR2026.06		80.58	—	—	—	—	—	15.46
SAMed2026.06		80.42	—	—	—	—	—	10.77
H-SAM2026.06		80.27	—	—	—	—	—	13.17
TransUNet2026.06		79.95	—	—	—	—	—	11.58
nnU-Net2026.06		79.89	—	—	—	—	—	28.52
MSA2026.06		77.13	—	—	—	—	—	25.34
DeSAM2026.06		76.77	—	—	—	—	—	9.704
MedSAM2026.06		72.45	—	—	—	—	—	20.43
SAMUS2026.06		70.55	—	—	—	—	—	43.65
SAM-Med2D2026.06		66.96	—	—	—	—	—	22.85
SAM2026.06		64.94	—	—	—	—	—	39.83
ADNet2025.06		—	63.48	77.24	72.13	79.06	72.97	—
GMRD2025.06		—	78.31	79.6	81.7	74.46	78.52	—
PerSAM2025.06		—	65.03	65.55	58.47	60.31	62.34	—
ProtoSAM2025.06		—	65.5	87.84	69.44	71.04	73.45	—
Q-Net2025.06		—	74.86	71.21	75.26	74.79	74.03	—
RPT2025.06		—	79.13	82.57	77.05	72.58	77.83	—
SSL-ALPNet2025.06		—	60.25	73.65	63.34	54.82	63.02	—
SynPo2025.06		—	83.76	81.32	75	79.63	79.91	—