Share your thoughts, 1 month free Claude Pro on usSee more

Spectral Unmixing on BioSR Microtubule/CCP, mTurquoise, 5-band v1 (test)

55.13PSNR

RLU

Updated 26d ago

Evaluation Results

Method
RLU 2026.03	55.13	100	49.6	0.007	0.999	374.01
NNLU 2026.03	54.6	100	99.1	0.008	0.999	377.89
LU 2026.03	54.53	100	99.1	0.008	0.999	377.91
HyU 2026.03	54.12	100	99.2	0.008	0.999	378.66
λSplit 2026.03	53.27	99.9	99.9	0.016	0.999	1,436.26
λSplit 2026.03	52.65	99.9	99.8	0.03	0.999	992.97
RLU 2026.03	52.42	99.9	98.5	0.013	0.999	282.33
NNLU 2026.03	51.89	99.9	97.8	0.016	0.998	269.43
LU 2026.03	51.76	99.9	97.9	0.019	0.998	269.47
HyU 2026.03	51.55	99.9	98.1	0.019	0.998	269.86
λSplit 2026.03	51.27	99.8	99.6	0.024	0.998	1,170.58
RLU 2026.03	50.83	99.8	97.9	0.021	0.997	324.53
NMF-RI 2026.03	50.7	99.6	96.4	0.014	0.996	379.94
NNLU 2026.03	50.65	99.9	98	0.023	0.998	305.04
HyU 2026.03	50.54	99.9	97.7	0.028	0.998	327.08
LU 2026.03	50.36	99.9	50.5	0.03	0.998	305.16
λSplit 2026.03	49.26	99.6	98.3	0.03	0.997	1,446.52
NMF-RI 2026.03	49.21	99.5	95.6	0.024	0.995	271.72
NMF-RI 2026.03	48.65	99.6	95.8	0.031	0.995	308.57
λSplit 2026.03	47.31	99.4	97.1	0.049	0.995	1,527.5
RLU 2026.03	47.08	99.5	94.7	0.042	0.993	205.8
NNLU 2026.03	46.8	99.6	95.6	0.047	0.994	162.99
λSplit 2026.03	46.52	99.2	95.6	0.064	0.993	1,533.56
LU 2026.03	46.38	99.6	94.2	0.056	0.993	158.97
HyU 2026.03	46.25	99.5	94.5	0.052	0.993	171.86
NMF-RI 2026.03	45.66	99.3	44.2	0.054	0.991	161.55
NNLU 2026.03	45.33	99.4	50.1	0.055	0.991	175.2
RLU 2026.03	45.14	98.8	50.2	0.056	0.986	211.9
LU 2026.03	44.95	99.4	50.1	0.083	0.99	166.18
HyU 2026.03	44.86	99.3	50.1	0.072	0.99	180.91
NMF-RI 2026.03	44.12	98.9	50.1	0.065	0.986	174.9
NNLU 2026.03	43.39	99.2	94.2	0.079	0.986	136.55
λSplit 2026.03	43.17	98.2	93.1	0.12	0.981	1,071.93
RLU 2026.03	42.88	98.2	93	0.08	0.977	130.79
HyU 2026.03	42.81	98.9	93.3	0.088	0.983	129.74
λSplit 2026.03	42.81	98.3	93.2	0.109	0.982	1,017.92
LU 2026.03	42.48	99.1	50	0.107	0.983	105.8
NMF-RI 2026.03	41.68	98.1	92.9	0.098	0.974	117.14
NNLU 2026.03	40.15	98.1	49.9	0.119	0.969	133.05
HyU 2026.03	39.76	97.9	49.7	0.159	0.967	103.64
LU 2026.03	39.59	98.1	49.7	0.171	0.968	89.39
NMF-RI 2026.03	38.76	96.7	49.7	0.134	0.948	111.52
RLU 2026.03	38.59	95.1	49.9	0.126	0.916	140.6
NNLU 2026.03	38.22	97.6	49.7	0.156	0.956	92.65
λSplit 2026.03	37.91	95.4	92	0.209	0.935	806.4
HyU 2026.03	37.65	97.2	0.5	0.205	0.949	72.08
λSplit 2026.03	37.64	95.6	91.9	0.205	0.942	680.76
LU 2026.03	37.33	97.5	49.2	0.244	0.95	58.26
NMF-RI 2026.03	37.11	96.3	49.4	0.178	0.934	72.62
RLU 2026.03	36.52	94	43	0.161	0.883	101.24
NNLU 2026.03	33.78	92.8	48.9	0.242	0.832	114.91
NMF-RI 2026.03	33.06	93.4	47.7	0.257	0.855	81.04
HyU 2026.03	32.98	93.8	47.4	0.37	0.864	46.41
LU 2026.03	32.76	93.9	0.3	0.4	0.872	38.68
NNLU 2026.03	32.46	91.8	47.9	0.289	0.798	71.14
RLU 2026.03	32.33	90.2	42.6	0.181	0.74	177.47
RLU 2026.03	31.7	89.6	90.2	0.189	0.716	153.65
NMF-RI 2026.03	31.67	93	45.9	0.333	0.834	40.83
HyU 2026.03	30.97	92.1	44.5	0.436	0.8	30.24
LU 2026.03	30.95	92.5	43.6	0.497	0.812	25.4