EEG-to-Music Reconstruction on NMED-T and NMED-H
0.762SSIMEEG2Mel
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| EEG2MelRole=Comparison2026.06 | 0.762 | 24.37 | 58.8 | 13.2 | |
| Linear EEG ReferenceRole=Reference2026.06 | 0.491 | 14.32 | 57.6 | 12.6 | |
| OursRole=Proposed2026.06 | 0.488 | 14.41 | 68.3 | 20.3 | |
| LaBraMRole=Comparison2026.06 | 0.422 | 14.21 | 65.7 | 16.2 | |
| CBraModRole=Comparison2026.06 | 0.418 | 14.42 | 64.1 | 16.9 | |
| Audio Reconstruction ReferenceRole=Reference2026.06 | 0.416 | 13.26 | 75.2 | 27.6 | |
| EEGPTRole=Comparison2026.06 | 0.378 | 14.34 | 62.5 | 14.1 |