TABLE 11:
Performance comparison on EEG dataset.
| ROC-AUC | PR-AUC | Accuracy | Macro-F1 | |
|---|---|---|---|---|
| Direct | 0.797±0.064 | 0.506±0.083 | 0.888±0.015 | 0.425±0.078 |
| KD | 0.772±0.083 | 0.512±0.082 | 0.888±0.021 | 0.445±0.097 |
| AT | 0.793±0.071 | 0.502±0.082 | 0.884±0.012 | 0.417±0.062 |
| HDA | 0.805±0.050 | 0.523±0.073 | 0.884±0.019 | 0.455±0.073 |
| CHEER | 0.808±0.066 | 0.535±0.061 | 0.895±0.016 | 0.460±0.076 |
|
| ||||
| Rich Model | 0.854±0.069 | 0.657±0.077 | 0.922±0.014 | 0.595±0.070 |