EEG Emotion Recognition on SEED VII (subject-independent)
51.12AccuracyFAT (ours)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FAT (ours)Evaluation Protocol=subject-independent2025.02 | 51.12 | 8.51 | |
| FAT (w/ FAN)Evaluation Protocol=subject-independent, Configuration=with Fourier Adjacent Network2025.02 | 49 | 9.32 | |
| ConformerEvaluation Protocol=subject-independent2025.02 | 45.6 | 9.74 | |
| PGCNEvaluation Protocol=subject-independent2025.02 | 38.78 | 5.39 | |
| RGNNEvaluation Protocol=subject-independent2025.02 | 37.49 | 5.44 | |
| DGCNNEvaluation Protocol=subject-independent2025.02 | 35.94 | 7.88 | |
| BiHDMEvaluation Protocol=subject-independent2025.02 | 34.34 | 6.18 | |
| SVMEvaluation Protocol=subject-independent2025.02 | 30.73 | 11.12 | |
| KNNEvaluation Protocol=subject-independent2025.02 | 21.01 | 4.67 |