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

Full heart segmentation on MMWHS-MRI (test)

57.97Myo DiceDiffAtlas

Evaluation Results

Method	Links
DiffAtlas2025.03		57.97	46.42	70.67	41.11	75.7	43.93	73.11	44.14	65.77	41.64	68.64	43.45
GenMed-Naive2026.05		57.97	46.42	70.67	41.11	75.7	43.93	73.11	44.14	65.77	41.64	68.64	43.45
GenMed-Full2026.05		56.63	36.36	72.56	40.19	74.99	46.25	76.01	50.01	67.53	44.63	69.54	43.49
ICMD2025.03		53.14	55.4	32.97	21.98	65.51	40.97	61.84	37.48	39.87	27.1	50.67	36.59
Input-Cond Diffusion2026.05		53.14	55.4	32.97	21.98	65.51	40.97	61.84	37.48	39.87	27.1	50.67	36.59
GenMed-Full2026.05		47.26	28.4	62	31.19	70.37	38.58	65.76	32.73	54.17	21.7	59.91	30.52
GenMed-Naive2026.05		46.43	24.8	61.59	30.55	70.42	38.13	69.14	33.14	51.79	21.08	59.22	29.54
ICF2025.03		41.11	38.9	51.63	20.28	67.63	31.98	49.66	22	50.05	28.99	52.02	28.43
nnU-Net2026.05		41.11	38.9	51.63	20.28	67.63	31.98	49.66	22	50.05	28.99	52.02	28.43
RBA2025.03		38.28	42.01	53.1	30.49	63.19	34.32	59.34	28.18	49.76	26.84	52.73	32.37
Registration Atlas2026.05		38.28	42.01	53.1	30.49	63.19	34.32	59.34	28.18	49.76	26.84	52.73	32.37
Registration Atlas2026.05		31.7	34.53	42.01	24.88	50.71	27.71	43.05	29.92	39.72	23.55	41.44	28.12
nnU-Net2026.05		26.89	28.38	45.95	19.39	41.96	19.34	31.33	13.69	30.18	16.34	35.26	19.42
SwinUNETR2026.05		23.64	30.88	51.18	21.15	48.39	16.74	48.01	22.33	38.05	17.09	41.85	21.64
SwinUNETR2026.05		22.49	25.33	37.41	16.02	40.63	17.86	31	13.26	30.02	15.32	32.31	17.56
Input-Cond Diffusion2026.05		14.09	14.56	48.6	37.04	41.35	22.6	38.93	27.47	16.55	16.82	31.9	23.7