Full heart segmentation on MMWHS-CT (test) benchmark leaderboard · SOTA2 Research

Full heart segmentation on MMWHS-CT (test)

78.76Myo DiceGenMed-Full

Evaluation Results

Method	Links
GenMed-Full2026.05		78.76	74.14	88.16	77.2	87.31	74.89	79.97	65.46	84.83	65.46	83.81	71.43
DiffAtlas2025.03		78.02	73.75	87.27	74.74	86.68	74.41	80.25	65.87	84.02	66.79	83.25	71.11
GenMed-Naive2026.05		78.02	73.75	87.27	74.74	86.68	74.41	80.25	65.87	84.02	66.79	83.25	71.11
ICMD2025.03		58.03	52.63	41.98	26.05	68.51	45.64	66.47	41.81	39.98	25.56	54.99	38.34
Input-Cond Diffusion2026.05		58.03	52.63	41.98	26.05	68.51	45.64	66.47	41.81	39.98	25.56	54.99	38.34
ICF2025.03		57.88	47.18	60.05	22.41	73.31	42.62	49.68	25.35	69.24	43.25	62.03	36.16
nnU-Net2026.05		57.88	47.18	60.05	22.41	73.31	42.62	49.68	25.35	69.24	43.25	62.03	36.16
GenMed-Naive2026.05		54.24	33.72	72.22	36.97	61.9	21.58	69.14	32.06	61.49	27.78	63.8	30.42
SwinUNETR2026.05		54.22	43.67	60.63	22.05	67.59	32.77	47.46	20.15	64.21	34.99	58.82	30.73
GenMed-Full2026.05		54.08	34.15	73.43	40.4	61.65	21.13	69.27	32.34	61.81	28.71	64.05	31.34
RBA2025.03		51.13	40.56	65.28	30.66	60.04	31.13	66.96	39.54	55.38	29.47	59.76	34.27
Registration Atlas2026.05		51.13	40.56	65.28	30.66	60.04	31.13	66.96	39.54	55.38	29.47	59.76	34.27
Input-Cond Diffusion2026.05		46.52	20.84	41.53	11.84	67.41	18.54	66.62	18.21	16.25	4.91	47.67	14.87
Registration Atlas2026.05		32.44	32.61	51.43	23.3	52.76	23.18	51.26	26.25	40.43	23.06	45.67	25.68
nnU-Net2026.05		25.03	30.29	47.54	20.01	56.74	24.12	52.59	21.85	48.46	18.22	46.07	22.9
SwinUNETR2026.05		24.06	28.03	51.22	23.58	45.23	17.86	42.88	17.97	48.93	20.45	42.46	21.58