Arousal Classification on MEEG
86.17AccuracyGL-LFGNN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GL-LFGNN#params=37,1662026.05 | 86.17 | 86.45 | |
| EmTYear=2025, #params=352,7382026.05 | 85.31 | 85.4 | |
| AT-DGNN-Gen2026.05 | 83.74 | 84.56 | |
| AT-DGNN-Hem2026.05 | 83.73 | 84.78 | |
| AT-DGNN-FroYear=2024, #params=2,680,3502026.05 | 83.51 | 83.06 | |
| LGGNet-Gen2026.05 | 82.15 | 82.15 | |
| DGCNNYear=2020, #params=68,4202026.05 | 82.12 | 81.83 | |
| ATCNetYear=2023, #params=575,5702026.05 | 82.01 | 79.17 | |
| LGGNet-Hem2026.05 | 81.92 | 81.58 | |
| LGGNet-FroYear=2024, #params=1,135,2302026.05 | 81.85 | 81.58 | |
| EEG-TCNetYear=2020, #params=4,3742026.05 | 76.36 | 73.79 | |
| EEGNetYear=2018, #params=14,7062026.05 | 75.47 | 75.54 |