Emotion Recognition on DEAP Emotion
61.01AccuracyShallowConvNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ShallowConvNetevaluation_protocol=Trial-wise 10-fold cross-validation2024.07 | 61.01 | 64.44 | |
| LGGNet-Genevaluation_protocol=Trial-wise 10-fold cross-validation2024.07 | 60.96 | 65.41 | |
| ATCNetevaluation_protocol=Trial-wise 10-fold cross-validation2024.07 | 60.83 | 62.32 | |
| LGGNet-Froevaluation_protocol=Trial-wise 10-fold cross-validation2024.07 | 60.59 | 64.48 | |
| AT-DGNN-Genevaluation_protocol=Trial-wise 10-fold cross-validation2024.07 | 60.55 | 63.83 | |
| TSceptionevaluation_protocol=Trial-wise 10-fold cross-validation2024.07 | 60.42 | 64.15 | |
| DeepConvNetevaluation_protocol=Trial-wise 10-fold cross-validation2024.07 | 60.41 | 63.8 | |
| EEGNetevaluation_protocol=Trial-wise 10-fold cross-validation2024.07 | 60.36 | 64.64 | |
| DGCNNevaluation_protocol=Trial-wise 10-fold cross-validation2024.07 | 60.36 | 61.27 | |
| AT-DGNN-Froevaluation_protocol=Trial-wise 10-fold cross-validation2024.07 | 59.95 | 62.61 | |
| LGGNet-Hemevaluation_protocol=Trial-wise 10-fold cross-validation2024.07 | 59.88 | 62.5 | |
| AT-DGNN-Hemevaluation_protocol=Trial-wise 10-fold cross-validation2024.07 | 59.36 | 62.16 | |
| TCNet-Fusionevaluation_protocol=Trial-wise 10-fold cross-validation2024.07 | 59.33 | 63.94 | |
| EEG-TCNetevaluation_protocol=Trial-wise 10-fold cross-validation2024.07 | 56.11 | 52.5 |