Multi-organ Segmentation on StructSeg benchmark leaderboard · SOTA2 Research

Multi-organ Segmentation on StructSeg

86.54Brainstem DSCHUR-MACL

Evaluation Results

Method	Links
HUR-MACL2026.01		86.54	1.02	53.06	1.39	91.41	1.25	72.39	0.79	75.62	0.43	85.29	1.28	84	1.4	78.32	1.08
MHL-Net2026.01		84.17	1.05	43.7	1.63	88.8	1.28	63.72	0.92	73.46	0.42	81.38	1.34	79.84	1.44	73.58	1.15
FocusNet2026.01		84.01	1.36	49.65	1.67	89.77	1.38	63.71	1.34	68.01	1.05	84.27	1.46	82.3	1.69	74.53	1.42
nnU-Net2026.01		83.24	1.4	45.66	1.91	91.27	1.4	63.45	1.24	69.5	1.51	81.61	1.46	80.46	1.55	73.6	1.5
U-Net2026.01		83.04	1.57	43.6	1.87	90.38	1.54	63.56	1	68.23	0.55	81.64	1.51	80.01	1.63	72.92	1.38
Mamba-UNet2026.01		82.96	1.71	35.39	2.14	87.79	1.94	61.35	1.14	67.45	0.79	78.7	1.71	77.97	1.79	70.23	1.6
Missformer2026.01		82.79	1.59	37.55	3.25	84.78	2.31	53.38	1.42	49.66	1.12	78.77	1.92	73.99	2.1	65.85	1.96
Swin-mamba2026.01		80.83	1.63	36.26	2.41	89.83	1.56	61.66	1.07	74.46	0.37	81.34	2.14	78.84	1.72	71.89	1.56
TransUNet2026.01		77.39	1.48	39.95	3.46	75.94	2.41	45.5	1.42	52.34	1.12	74.79	1.92	72.25	2.1	62.59	1.99