EEG Denoising on EEGDenoiseNet EOG
0.947Correlation Coefficient (CC)CT-DCENet (published)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CT-DCENet (published)Params=38.10M, Source=literature2026.06 | 0.947 | 0.246 | — | |
| EEGDN CNN (published)Params=8.40M, Source=literature2026.06 | 0.923 | 0.336 | 0.343 | |
| base16Params=40.26K, Source=controlled2026.06 | 0.915 | 0.385 | 0.32 | |
| EEGDN CNN (controlled)Params=8.46M, Source=controlled2026.06 | 0.915 | 0.374 | 0.317 | |
| base12Params=23.34K, Source=controlled2026.06 | 0.912 | 0.391 | 0.336 | |
| base10Params=16.59K, Source=controlled2026.06 | 0.91 | 0.396 | 0.343 | |
| MicroWaveNet (published)Params=60.00K, Source=literature2026.06 | 0.91 | 0.378 | 0.404 | |
| base8Params=10.99K, Source=controlled2026.06 | 0.907 | 0.402 | 0.353 | |
| base6Params=6.53K, Source=controlled2026.06 | 0.904 | 0.412 | 0.365 | |
| EEGDN RNN (published)Params=787.0K, Source=literature2026.06 | 0.9 | 0.411 | 0.389 | |
| base4Params=3.22K, Source=controlled2026.06 | 0.898 | 0.426 | 0.386 | |
| base2Params=1.05K, Source=controlled2026.06 | 0.871 | 0.496 | 0.474 | |
| MicroWaveNet (controlled)Params=53.50K, Source=controlled2026.06 | 0.868 | 0.481 | 0.432 | |
| DeepSeparator (published)Params=32.00K, Source=literature2026.06 | 0.769 | 0.705 | 0.747 |