Emotion Classification on SEED inter-subject
97.62Inter-session AccuracyPRISM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PRISMSetting=Inter-subject2026.07 | 97.62 | 97.5 | 97.59 | 97.07 | |
| TCNSetting=Inter-subject2026.07 | 74.65 | 92.03 | 92.39 | 85.25 | |
| TimesNetSetting=Inter-subject2026.07 | 70.5 | 86.9 | 86.51 | 80.95 | |
| NTransformerSetting=Inter-subject2026.07 | 60.75 | 81.08 | 81.12 | 73.76 | |
| iTransformerSetting=Inter-subject2026.07 | 57.47 | 81.57 | 78.76 | 71.93 | |
| InformerSetting=Inter-subject2026.07 | 51.96 | 66.53 | 65.97 | 58.63 | |
| DLinearSetting=Inter-subject2026.07 | 41.78 | 48.87 | 45.9 | 43.88 |