Emotion Recognition on MEEG Arousal
83.74ACCAT-DGNN-Gen
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AT-DGNN-Genevaluation_protocol=Trial-wise 10-fold cross-validation2024.07 | 83.74 | 84.56 | |
| AT-DGNN-Hemevaluation_protocol=Trial-wise 10-fold cross-validation2024.07 | 83.73 | 84.78 | |
| AT-DGNN-Froevaluation_protocol=Trial-wise 10-fold cross-validation2024.07 | 83.51 | 83.06 | |
| LGGNet-Genevaluation_protocol=Trial-wise 10-fold cross-validation2024.07 | 82.15 | 82.15 | |
| DGCNNevaluation_protocol=Trial-wise 10-fold cross-validation2024.07 | 82.12 | 81.83 | |
| ATCNetevaluation_protocol=Trial-wise 10-fold cross-validation2024.07 | 82.01 | 79.17 | |
| LGGNet-Hemevaluation_protocol=Trial-wise 10-fold cross-validation2024.07 | 81.92 | 81.58 | |
| LGGNet-Froevaluation_protocol=Trial-wise 10-fold cross-validation2024.07 | 81.85 | 81.58 | |
| ShallowConvNetevaluation_protocol=Trial-wise 10-fold cross-validation2024.07 | 80.96 | 80.87 | |
| DeepConvNetevaluation_protocol=Trial-wise 10-fold cross-validation2024.07 | 79.35 | 78.43 | |
| TSceptionevaluation_protocol=Trial-wise 10-fold cross-validation2024.07 | 79.23 | 81.3 | |
| TCNet-Fusionevaluation_protocol=Trial-wise 10-fold cross-validation2024.07 | 76.72 | 76.95 | |
| EEG-TCNetevaluation_protocol=Trial-wise 10-fold cross-validation2024.07 | 76.36 | 73.79 | |
| EEGNetevaluation_protocol=Trial-wise 10-fold cross-validation2024.07 | 75.47 | 75.54 |