Material Decomposition on Breast spectral CT dataset benchmark leaderboard · SOTA2 Research

Material Decomposition on Breast spectral CT dataset

43.5PSNR (Adipose)DECT-DRNet

Evaluation Results

Method	Links
DECT-DRNet2026.06		43.5	99.61	43.21	99.62	62.58	99.91	49.76	99.71
DECT-DRNet2026.06		41.07	99.46	40.91	99.6	62.89	99.97	48.29	99.68
DECT-DRNet2026.06		39.83	99.43	39.82	99.42	63.56	99.97	47.74	99.61
DnCNN2026.06		37.75	98.68	37.74	99.28	64.74	99.95	46.74	99.3
FC-DenseNet2026.06		37.6	99.5	35.92	99.52	69	99.99	47.51	99.67
GECCU-Net2026.06		36.66	99.52	36.67	99.52	71.21	99.99	48.18	99.68
DECT-DRNet2026.06		34.74	98.8	34.67	98.85	63.61	99.98	44.34	99.21
Incept-Net2026.06		34.43	98.57	34.4	97.85	66.55	99.96	45.13	98.79
Clark-UNet2026.06		34.37	98.87	34.33	98.91	40.92	99.36	36.54	99.05
FC-DenseNet2026.06		33.28	98.99	32.55	98.96	66.98	99.99	44.27	99.31
DnCNN2026.06		32.53	98.08	32.52	98.25	62.32	99.95	42.46	98.76
GECCU-Net2026.06		32.38	98.86	32.37	98.83	70.32	99.99	45.02	99.23
Clark-UNet2026.06		29.3	97.19	29.29	97.21	59.88	99.98	39.49	98.13
Incept-Net2026.06		29.03	95.87	29.03	95.87	64.84	99.98	40.97	97.24
FC-DenseNet2026.06		26.28	96.67	26.11	96.59	61.31	99.99	37.9	97.75
DnCNN2026.06		26.09	94.9	26.09	88.44	59.66	99.92	37.28	94.42
GECCU-Net2026.06		25.78	96.42	25.78	96.39	66.86	99.99	39.47	97.6
Incept-Net2026.06		24.23	89.99	24.22	91.09	61.92	99.84	36.79	93.64
Clark-UNet2026.06		23.82	93.1	23.82	92.15	43.85	99.7	30.5	94.98
DnCNN2026.06		22.46	91.59	22.46	89.84	55.98	99.67	33.63	93.7
GECCU-Net2026.06		21.62	93.6	21.62	93.56	63.22	99.99	35.48	95.72
FC-DenseNet2026.06		21.33	93.21	21.33	93.16	40.92	99.42	27.86	95.26
Incept-Net2026.06		21.01	86.62	21	74.42	60.24	99.9	34.08	86.98
Clark-UNet2026.06		20.92	88.08	20.91	87.94	54.47	99.91	32.1	91.98
Matrix Inversion2026.06		3.91	1.99	7.93	26.97	16.47	6.9	9.44	11.95
Matrix Inversion2026.06		3.67	1.02	8.04	34.81	14.04	3.46	8.58	13.1
Matrix Inversion2026.06		3.57	1.39	8.05	27.91	14.29	5.55	8.63	11.62
Matrix Inversion2026.06		3.13	1.02	8.08	34.71	11.93	3.92	7.71	13.22