Material Decomposition on Breast spectral CT dataset

43.5PSNR (Adipose)DECT-DRNet

Evaluation results

Method
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