Emotion Recognition on SEED (Subject-dependent)
96.52Inter-session AccuracyPRISM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PRISMEvaluation Protocol=Subject-dependent2026.07 | 96.52 | 97.28 | 97.1 | 94.99 | |
| TimesNetEvaluation Protocol=Subject-dependent2026.07 | 93.36 | 96.77 | 96.31 | 93.07 | |
| TCNEvaluation Protocol=Subject-dependent2026.07 | 92.43 | 94.11 | 94.7 | 87.05 | |
| NTransformerEvaluation Protocol=Subject-dependent2026.07 | 90.07 | 95.95 | 95.87 | 91.04 | |
| iTransformerEvaluation Protocol=Subject-dependent2026.07 | 88.19 | 93.05 | 94.01 | 89 | |
| InformerEvaluation Protocol=Subject-dependent2026.07 | 86.55 | 95.62 | 95.65 | 92.27 | |
| DLinearEvaluation Protocol=Subject-dependent2026.07 | 69.65 | 94 | 95.32 | 93.91 |