ECG Denoising on Canine ECGs SineWander noise
32,505.62Meanelgendi2010
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| 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 |