Image Denoising on Standard Images Foreman, Lena, House, Fingerprint, Peppers (test) benchmark leaderboard · SOTA2 Research

Image Denoising on Standard Images Foreman, Lena, House, Fingerprint, Peppers (test)

37.24PSNR (Foreman)BM3D + SOS

Evaluation Results

Method	Links
BM3D + SOS2015.02		37.24	35.85	36.55	32.47	34.96	35.41	0.01
BM3D2015.02		37.23	35.84	36.54	32.46	34.96	35.4	—
K-SVD + SOS2015.02		37.13	35.58	36.49	32.35	34.71	35.25	0.13
EPLL + SOS2015.02		37.09	35.66	35.73	32.33	34.93	35.15	0.13
EPLL2015.02		36.98	35.53	35.67	32.12	34.82	35.02	—
K-SVD2015.02		36.92	35.47	36.25	32.27	34.68	35.12	—
NLM + SOS2015.02		36.13	34.72	35.39	31.45	34.37	34.41	0.44
NLM2015.02		35.55	34.32	34.93	31.04	34.02	33.97	—
BM3D + SOS2015.02		34.55	33.02	33.81	28.83	32.68	32.58	0.02
BM3D2015.02		34.5	33	33.81	28.82	32.67	32.56	—
K-SVD + SOS2015.02		34.11	32.67	33.62	28.54	32.35	32.26	0.22
EPLL + SOS2015.02		34.03	32.77	33.33	28.49	32.69	32.26	0.25
K-SVD2015.02		33.81	32.43	33.34	28.31	32.29	32.04	—
EPLL2015.02		33.7	32.57	33.06	28.26	32.48	32.01	—
BM3D + SOS2015.02		33.48	32.04	32.9	27.72	31.89	31.61	0.03
BM3D2015.02		33.41	32.02	32.9	27.72	31.87	31.58	—
NLM + SOS2015.02		33.15	31.84	32.86	27.55	31.78	31.44	0.34
K-SVD + SOS2015.02		33.12	31.62	32.72	27.44	31.49	31.28	0.26
K-SVD2015.02		32.83	31.32	32.39	27.13	31.43	31.02	—
NLM2015.02		32.78	31.59	32.4	27.26	31.49	31.1	—
EPLL + SOS2015.02		32.78	31.84	32.38	27.3	31.87	31.23	0.26
EPLL2015.02		32.44	31.62	32.07	27.14	31.59	30.97	—
NLM + SOS2015.02		31.88	30.88	31.87	26.22	30.85	30.34	0.41
NLM2015.02		31.26	30.51	31.22	26.2	30.47	29.93	—
BM3D + SOS2015.02		30.36	29	29.8	24.59	29.14	28.58	0.07
BM3D2015.02		30.22	28.98	29.68	24.57	29.09	28.51	—
K-SVD + SOS2015.02		29.85	28.37	28.98	23.98	28.66	27.97	0.77
EPLL + SOS2015.02		29.6	28.66	29.24	23.69	29	28.04	0.3
EPLL2015.02		29.24	28.39	28.78	23.63	28.67	27.74	—
K-SVD2015.02		28.88	27.75	28.01	23.2	28.16	27.2	—
BM3D + SOS2015.02		28.3	27.21	27.95	22.88	27.11	26.69	0.11
BM3D2015.02		28.09	27.15	27.73	22.84	27.09	26.58	—
NLM + SOS2015.02		28.05	27.57	28	23.06	26.97	26.73	0.3
NLM2015.02		27.62	27.31	27.42	23	26.79	26.43	—
EPLL + SOS2015.02		27.55	26.85	27.28	21.54	27.1	26.06	0.32
K-SVD + SOS2015.02		27.32	26.4	26.85	21.88	26.72	25.83	1.26
EPLL2015.02		27.17	26.53	26.78	21.51	26.73	25.74	—
BM3D + SOS2015.02		26.42	25.82	25.93	21.67	25.81	25.13	0.14
K-SVD2015.02		26.24	25.74	25.23	19.93	25.73	24.57	—
BM3D2015.02		26.16	25.77	25.74	21.56	25.72	24.99	—
NLM + SOS2015.02		26.06	25.75	25.49	21.13	24.94	24.67	0.56
EPLL + SOS2015.02		25.91	25.49	25.47	19.77	25.73	24.47	0.27
EPLL2015.02		25.58	25.23	25.08	19.77	25.36	24.2	—
K-SVD + SOS2015.02		25.39	24.99	24.59	19.61	25.03	23.92	0.81
NLM2015.02		25.38	25.12	24.59	20.84	24.63	24.11	—
K-SVD2015.02		25.21	24.5	23.69	17.98	24.17	23.11	—
NLM + SOS2015.02		24.21	24.17	23.45	19.67	23.65	23.03	0.36
NLM2015.02		23.82	23.71	23.07	19.5	23.27	22.67	—