ECG Denoising on Canine ECGs SineWander noise

32,505.62Meanelgendi2010

Evaluation Results

Method
elgendi20102026.05	32,505.62	95,833.39	4,544.1	5,807.3	7,914.2	16,880.7	1,720,892
Multi-Frequency Butterworth2026.05	30,516.66	93,009.64	4,525.5	5,123.5	6,750.3	15,158.9	1,727,451.9
hamilton20022026.05	30,351.46	89,213.19	4,541.2	5,523.3	7,288.9	15,500.5	1,583,304.5
Butterworth Filter2026.05	30,244.65	91,285.32	4,526.1	5,144.5	6,759.7	15,050.6	1,662,095
pantompkins19852026.05	29,698.63	87,326.91	4,542.9	5,439.3	7,102.4	15,024.9	1,547,815.5
vg2026.05	29,330.08	88,917.35	4,524.7	5,051.8	6,590.9	14,544.5	1,753,943.1
neurokit2026.05	28,979.16	87,664.78	4,554.7	5,146.6	6,647.3	14,701.2	1,469,157.6
biosppy2026.05	28,730.56	87,115.86	4,535	4,971.3	6,387.5	14,326.7	1,638,947.9
Autoencoder2026.05	8,282.37	25,652.69	5,069.5	5,152.7	5,221.7	5,520.4	687,045.4
engzeemod20122026.05	6,630.07	11,068.27	5,487.8	5,523.1	5,564.6	5,676.5	348,507.9
elgendi20102026.05	0.67	0.19	0.051	0.531	0.705	0.822	1.045
hamilton20022026.05	0.63	0.18	0.048	0.487	0.655	0.773	1.015
pantompkins19852026.05	0.61	0.18	0.047	0.467	0.631	0.754	1.003
Butterworth Filter2026.05	0.57	0.18	0.013	0.431	0.574	0.706	1.286
Multi-Frequency Butterworth2026.05	0.57	0.18	0.04	0.433	0.576	0.708	1.152
neurokit2026.05	0.57	0.2	0.043	0.415	0.581	0.72	1.46
vg2026.05	0.56	0.19	0.012	0.412	0.562	0.701	1.348
biosppy2026.05	0.54	0.18	0.044	0.397	0.55	0.685	0.975
engzeemod20122026.05	0.33	0.22	0.002	0.136	0.327	0.509	0.952
Autoencoder2026.05	0.32	0.21	0.004	0.132	0.311	0.491	0.953