EEG Denoising on CHB-MIT EEG contaminated with WGN (test)
5.78SNRiPSD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| iPSDInput SNR=0 dB2026.05 | 5.78 | 19.9 | 41.13 | |
| iPSD-ZeroInput SNR=0 dB2026.05 | 5.76 | 19.86 | 48.67 | |
| Optimal-WTInput SNR=0 dB2026.05 | 5.07 | 19.18 | 0.27 | |
| EMD-LoGInput SNR=0 dB2026.05 | 4.4 | 18.5 | 0.8 | |
| CEEMDANInput SNR=0 dB2026.05 | 4.13 | 18.23 | 0.78 | |
| iPSDInput SNR=-5 dB2026.05 | 3.97 | 18.07 | 55.14 | |
| iPSD-ZeroInput SNR=-5 dB2026.05 | 3.89 | 18 | 58.34 | |
| FrWTInput SNR=0 dB2026.05 | 3.43 | 17.53 | 0.83 | |
| Optimal-WTInput SNR=-5 dB2026.05 | 3.34 | 17.44 | 0.36 | |
| Chen et al.Input SNR=0 dB2026.05 | 3.25 | 17.35 | 0.21 | |
| EMD-LoGInput SNR=-5 dB2026.05 | 2.28 | 16.38 | 0.8 | |
| mVMDInput SNR=0 dB2026.05 | 2.18 | 16.28 | 1.13 | |
| Chen et al.Input SNR=-5 dB2026.05 | 2.01 | 16.11 | 0.28 | |
| WPT-ICAInput SNR=0 dB2026.05 | 1.74 | 15.84 | 1.23 | |
| FrWTInput SNR=-5 dB2026.05 | -3.54 | 10.56 | 0.96 | |
| CEEMDANInput SNR=-5 dB2026.05 | -3.85 | 10.25 | 0.98 | |
| WPT-ICAInput SNR=-5 dB2026.05 | -4.89 | 9.21 | 1.63 | |
| mVMDInput SNR=-5 dB2026.05 | -5.05 | 9.05 | 1.46 |