EEG Denoising on CHB-MIT EEG contaminated with EMG (test)
5.95SNRiPSD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| iPSDInput SNR=0 dB2026.05 | 5.95 | 20.05 | 39.21 | |
| iPSD-ZeroInput SNR=0 dB2026.05 | 5.31 | 19.41 | 44.12 | |
| Optimal-WTInput SNR=0 dB2026.05 | 3.89 | 18.1 | 0.43 | |
| iPSDInput SNR=-5 dB2026.05 | 3.63 | 17.73 | 53.04 | |
| EMD-LoGInput SNR=0 dB2026.05 | 3.55 | 17.65 | 0.22 | |
| FrWTInput SNR=0 dB2026.05 | 3.53 | 17.63 | 0.62 | |
| iPSD-ZeroInput SNR=-5 dB2026.05 | 3.27 | 17.37 | 56.62 | |
| CEEMDANInput SNR=0 dB2026.05 | 3.26 | 17.36 | 0.22 | |
| Chen et al.Input SNR=0 dB2026.05 | 3.01 | 17.12 | 0.19 | |
| WPT-ICAInput SNR=0 dB2026.05 | 2.36 | 16.46 | 0.31 | |
| mVMDInput SNR=0 dB2026.05 | 0.93 | 15.03 | 3.06 | |
| Optimal-WTInput SNR=-5 dB2026.05 | 0.33 | 14.42 | 0.69 | |
| EMD-LoGInput SNR=-5 dB2026.05 | 0.32 | 14.42 | 0.38 | |
| CEEMDANInput SNR=-5 dB2026.05 | 0.25 | 14.35 | 0.36 | |
| Chen et al.Input SNR=-5 dB2026.05 | -0.05 | 14.05 | 0.42 | |
| FrWTInput SNR=-5 dB2026.05 | -0.06 | 14.04 | 0.55 | |
| WPT-ICAInput SNR=-5 dB2026.05 | -0.09 | 14.01 | 0.66 | |
| mVMDInput SNR=-5 dB2026.05 | -6.05 | 8.05 | 5.4 |