| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| DEAP Arousal | RECTOR | Cohen's Kappa34.34 | 18 | 1mo ago | |
| DEAP Valence | RECTOR | Cohen's Kappa0.3351 | 18 | 1mo ago | |
| SEED-IV | RECTOR | Cohen's Kappa45.52 | 18 | 1mo ago | |
| DEAP Arousal Subject Independent | RECTOR | Weighted F1 Score68.4 | 11 | 1mo ago | |
| DEAP Arousal Subject Dependent | RECTOR | Weighted F169.7 | 11 | 1mo ago | |
| DEAP-Valence Subject Independent | RECTOR | Weighted F166.7 | 11 | 1mo ago | |
| DEAP-Valence Subject Dependent | RECTOR | Weighted F1 Score69.4 | 11 | 1mo ago | |
| SEED-IV Subject Independent | RECTOR | w-F144.8 | 11 | 1mo ago | |
| SEED-IV Subject Dependent | RECTOR | W-F163.7 | 11 | 1mo ago | |
| SEED Subject Independent | RECTOR | w-F161.1 | 11 | 1mo ago | |
| SEED Subject Dependent | RECTOR | Weighted F1 Score85 | 11 | 1mo ago |
