EEG Denoising on EEGDenoiseNet EMG
93.3CCCT-DCENet (published)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CT-DCENet (published)Params=38.10M, Source=literature2026.06 | 93.3 | 0.304 | — | |
| base10Params=16.59K, Source=controlled2026.06 | 84.4 | 0.49 | 0.286 | |
| base12Params=23.34K, Source=controlled2026.06 | 84.4 | 0.489 | 0.283 | |
| base8Params=10.99K, Source=controlled2026.06 | 84.3 | 0.492 | 0.292 | |
| base16Params=40.26K, Source=controlled2026.06 | 84.3 | 0.491 | 0.285 | |
| base6Params=6.53K, Source=controlled2026.06 | 84 | 0.497 | 0.299 | |
| base4Params=3.22K, Source=controlled2026.06 | 83.7 | 0.503 | 0.307 | |
| MicroWaveNet (published)Params=60.00K, Source=literature2026.06 | 83 | 0.467 | 0.389 | |
| base2Params=1.05K, Source=controlled2026.06 | 82.2 | 0.539 | 0.353 | |
| EEGDN RNN (published)Params=787.0K, Source=literature2026.06 | 81.6 | 0.561 | 0.521 | |
| MicroWaveNet (controlled)Params=53.50K, Source=controlled2026.06 | 79.9 | 0.561 | 0.365 | |
| EEGDN CNN (controlled)Params=33.62M, Source=controlled2026.06 | 78.9 | 0.606 | 0.376 | |
| EEGDN CNN (published)Params=8.40M, Source=literature2026.06 | 78.6 | 0.632 | 0.604 | |
| DeepSeparator (published)Params=32.00K, Source=literature2026.06 | 73.4 | 0.712 | 0.717 |