Emotion Recognition on MEEG Emotion (Average)
84.88ACCAT-DGNN-Gen
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AT-DGNN-Genevaluation_protocol=Trial-wise 10-fold cross-validation2024.07 | 84.88 | 85.12 | |
| AT-DGNN-Froevaluation_protocol=Trial-wise 10-fold cross-validation2024.07 | 84.54 | 84.34 | |
| AT-DGNN-Hemevaluation_protocol=Trial-wise 10-fold cross-validation2024.07 | 84.31 | 85.07 | |
| LGGNet-Hemevaluation_protocol=Trial-wise 10-fold cross-validation2024.07 | 83.42 | 83.02 | |
| LGGNet-Genevaluation_protocol=Trial-wise 10-fold cross-validation2024.07 | 83.34 | 83.27 | |
| LGGNet-Froevaluation_protocol=Trial-wise 10-fold cross-validation2024.07 | 83.07 | 82.73 | |
| ATCNetevaluation_protocol=Trial-wise 10-fold cross-validation2024.07 | 82.6 | 80.63 | |
| DGCNNevaluation_protocol=Trial-wise 10-fold cross-validation2024.07 | 82.42 | 82.12 | |
| ShallowConvNetevaluation_protocol=Trial-wise 10-fold cross-validation2024.07 | 80.37 | 80.55 | |
| TSceptionevaluation_protocol=Trial-wise 10-fold cross-validation2024.07 | 78.79 | 81.24 | |
| TCNet-Fusionevaluation_protocol=Trial-wise 10-fold cross-validation2024.07 | 76.3 | 76.2 | |
| DeepConvNetevaluation_protocol=Trial-wise 10-fold cross-validation2024.07 | 75.87 | 75.73 | |
| EEGNetevaluation_protocol=Trial-wise 10-fold cross-validation2024.07 | 74.57 | 74.44 | |
| EEG-TCNetevaluation_protocol=Trial-wise 10-fold cross-validation2024.07 | 73.04 | 64.04 |