EEG Emotion Classification on DEAP Arousal
34.34Cohen's KappaRECTOR
Evaluation Results
| Method | Links | |
|---|---|---|
| RECTOREvaluation Protocol=Subject Dependent2026.06 | 34.34 | |
| RECTOREvaluation Protocol=Subject Independent2026.06 | 32.07 | |
| CBraModEvaluation Protocol=Subject Independent2026.06 | 27.11 | |
| CBraModEvaluation Protocol=Subject Dependent2026.06 | 26.48 | |
| PopTEvaluation Protocol=Subject Dependent2026.06 | 25.88 | |
| PopTEvaluation Protocol=Subject Independent2026.06 | 24.94 | |
| PGCNEvaluation Protocol=Subject Independent2026.06 | 24.81 | |
| EmTEvaluation Protocol=Subject Independent2026.06 | 24.69 | |
| ConformerEvaluation Protocol=Subject Dependent2026.06 | 24.02 | |
| EmTEvaluation Protocol=Subject Dependent2026.06 | 23.63 | |
| PGCNEvaluation Protocol=Subject Dependent2026.06 | 23.58 | |
| MMMEvaluation Protocol=Subject Dependent2026.06 | 22.55 | |
| TSceptionEvaluation Protocol=Subject Dependent2026.06 | 21.74 | |
| LGGNetEvaluation Protocol=Subject Independent2026.06 | 21.42 | |
| LGGNetEvaluation Protocol=Subject Dependent2026.06 | 21.3 | |
| MMMEvaluation Protocol=Subject Independent2026.06 | 21.18 | |
| ConformerEvaluation Protocol=Subject Independent2026.06 | 20.15 | |
| TSceptionEvaluation Protocol=Subject Independent2026.06 | 18.87 |