Multi-organ Segmentation on AMOS-CT (val) benchmark leaderboard · SOTA2 Research

Multi-organ Segmentation on AMOS-CT (val)

89.03Mean DiceBiSegMamba

Evaluation Results

Method	Links
BiSegMamba2026.05		89.03	96.89	95.32	96.81	80.73	86.34	97.65	91.58	95.4	91.57	87.79	80.04	80.74	82.89	89.02	82.73
UNet2026.05		88.87	96.31	95.29	96.28	81.53	85.72	97.05	90.77	95.37	91.53	87.39	79.83	81.12	82.56	88.42	83.81
Swin-UNETR2026.05		86.37	95.49	93.82	94.47	77.34	83.05	95.95	88.94	94.66	89.58	84.91	77.2	78.35	78.59	85.79	77.39
Mamba-HoME2026.05		86.3	96	95	94.4	81.7	82	94.7	90.2	93.8	88.9	84	74.4	74.1	78.4	83.8	83.2
SegMamba2026.05		86	95.7	95.5	95.2	81.7	81.1	94.9	87.7	93.2	88.8	84	74.7	74	77.3	83.9	82.6
Swin SMT2026.05		85.7	95.4	95.6	95.1	76.3	81.3	92.2	87.4	93.7	88.6	84.1	74.4	73.4	78.3	86.6	82.6
nnFormer2026.05		85.63	95.91	93.51	94.8	78.47	81.09	95.89	89.4	94.16	88.25	85	75.04	75.92	78.45	83.91	74.58
Hermes2026.05		85.3	95.7	94.5	95.3	80.9	81.1	93.9	88	92.9	87.8	82.5	73.7	71.8	77.7	83.3	79.3
VSmTrans2026.05		85.3	95.6	94.7	94.5	82.7	76.4	95.2	86.9	92.9	83.1	84	72.9	74.7	77.8	86.8	81.6
µC 3DU-Net2026.05		82.7	93	94.6	94.3	73.6	78.8	93.4	82.5	92.4	85.5	75.4	73.3	71.1	69.8	83	79.1
VNet2026.05		81.96	94.21	91.86	92.65	70.25	79.04	94.65	84.79	92.96	87.4	80.5	72.62	73.19	71.69	77.02	66.62
UNETR2026.05		78.33	92.68	88.46	90.57	66.5	73.31	94.11	78.73	91.37	83.99	74.49	68.15	65.28	62.35	77.44	67.52
CoTr2026.05		77.13	91.09	87.18	86.36	60.47	80.9	91.61	80.09	93.66	87.72	76.32	73.68	71.74	67.98	67.38	40.84