DREAMER
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Time Series Classification | DREAMERV | Error Rate38.8 | 14 | |
| Emotion Recognition (Dominance) | DREAMER (test) | Accuracy83.54 | 11 | |
| Emotion Recognition (Arousal) | DREAMER (test) | Accuracy78.64 | 11 | |
| Emotion Recognition (Valence) | DREAMER (test) | Accuracy70.61 | 11 | |
| Emotion Classification | DREAMER (subject-independent) | Arousal Accuracy72.89 | 7 | |
| Emotion Recognition | DREAMER | F1 Score91 | 3 |
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