Multi-organ segmentation on Synapse multi-organ four-fold cross-validation (official) benchmark leaderboard · SOTA2 Research

Multi-organ segmentation on Synapse multi-organ four-fold cross-validation (official)

89.55Aorta DSCAtt-UNet

Evaluation Results

Method	Links
Att-UNet2025.12		89.55	68.88	77.98	71.11	93.57	58.04	87.3	75.75	77.77	36.2
U-Net2025.12		89.07	69.72	77.77	68.6	93.43	53.98	86.67	75.58	76.85	39.7
Auto-Dyn. Conv. + Loc. Att.2025.12		88.72	70.82	86.5	83.3	95.17	67.28	91.34	84.69	83.48	21.31
MT-UNet2025.12		87.92	64.99	81.47	77.29	93.06	59.46	87.75	76.81	78.59	26.59
Res50 UNet2025.12		87.74	63.66	80.6	78.19	93.74	56.9	85.87	74.16	77.61	37.68
Mew-UNet2025.12		86.68	65.32	82.87	80.02	93.63	58.36	90.19	74.26	78.92	16.44
VM-UNet2025.12		86.4	69.41	86.16	82.76	94.17	58.8	89.51	81.4	81.08	19.21
SelfReg-UNet2025.12		86.07	69.65	85.12	82.58	94.18	61.08	87.42	78.22	80.54	20.18
Swin-UNet2025.12		85.47	66.53	83.28	79.61	94.29	56.58	90.66	76.6	79.13	21.55
Res50 Att-UNet2025.12		55.92	63.91	79.2	72.71	93.56	49.37	87.19	74.95	75.57	36.94