DEAP
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Arousal Emotion Recognition | DEAP (test) | Accuracy99.7 | 47 | |
| Valence Emotion Recognition | DEAP (test) | Accuracy99.85 | 40 | |
| Emotion Recognition | DEAP Emotion | Accuracy61.01 | 14 | |
| EEG Emotion Recognition | DEAP Valence | Accuracy90.1 | 14 | |
| Affective State Recognition | DEAP (Subject-independent) | Arousal Accuracy66.15 | 11 | |
| EEG Emotion Recognition (Arousal) | DEAP (subject-independent) | Accuracy60 | 7 | |
| Emotion Recognition | DEAP (SI protocol) | Valence90.35 | 5 | |
| EEG Emotion Recognition | DEAP | Valence Score99.49 | 5 |
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