EEG Emotion Recognition on SEED VII
61.3AccuracyFAT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FATProtocol=Subject-dependent, Scheme=4-fold, Configuration=ours2025.02 | 61.3 | 9.81 | |
| FATProtocol=Subject-dependent, Scheme=4-fold, Configuration=w/ FAN2025.02 | 59.42 | 8.59 | |
| ConformerProtocol=Subject-dependent, Scheme=4-fold2025.02 | 54.72 | 6.98 | |
| PGCNProtocol=Subject-dependent, Scheme=4-fold2025.02 | 49.94 | 7.48 | |
| RGNNProtocol=Subject-dependent, Scheme=4-fold2025.02 | 48.5 | 6.83 | |
| DGCNNProtocol=Subject-dependent, Scheme=4-fold2025.02 | 46.36 | 7.33 | |
| BiHDMProtocol=Subject-dependent, Scheme=4-fold2025.02 | 45.57 | 8.75 | |
| SVMProtocol=Subject-dependent, Scheme=4-fold2025.02 | 40.07 | 8.61 | |
| KNNProtocol=Subject-dependent, Scheme=4-fold2025.02 | 36.87 | 4.41 |