EEG Emotion Recognition on SEED V
84.57AccuracyFAT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FATProtocol=Subject-dependent, Scheme=3-fold, Configuration=ours2025.02 | 84.57 | 8.3 | |
| FATProtocol=Subject-dependent, Scheme=3-fold, Configuration=w/ FAN2025.02 | 82.95 | 8.64 | |
| ConformerProtocol=Subject-dependent, Scheme=3-fold2025.02 | 78.09 | 9.3 | |
| PGCNProtocol=Subject-dependent, Scheme=3-fold2025.02 | 73.52 | 10.6 | |
| DGCNNProtocol=Subject-dependent, Scheme=3-fold2025.02 | 69.52 | 9.57 | |
| SVMProtocol=Subject-dependent, Scheme=3-fold2025.02 | 67.38 | 11.72 | |
| BiHDMProtocol=Subject-dependent, Scheme=3-fold2025.02 | 63.36 | 10.27 | |
| KNNProtocol=Subject-dependent, Scheme=3-fold2025.02 | 61.03 | 12.24 | |
| RGNNProtocol=Subject-dependent, Scheme=3-fold2025.02 | 54.72 | 14.3 |