Our new X account is live! Follow @wizwand_team for updates
Home
/
Benchmarks
EEG Emotion Recognition (Arousal) on DEAP (subject-independent)
Loading...
60
Accuracy
FAT (w/ FAN)
52.5744
54.5022
56.43
58.3578
Feb 28, 2025
Accuracy
Standard Deviation
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
Standard Deviation
FAT (w/ FAN)
Evaluation Protocol=su...
2025.02
60
0.48
FAT (ours)
Evaluation Protocol=su...
2025.02
60
0.4
Conformer
Evaluation Protocol=su...
2025.02
59.9
0.6
LSTM
Evaluation Protocol=su...
2025.02
59.78
0.27
DGCNN
Evaluation Protocol=su...
2025.02
57.26
1.29
SVM
Evaluation Protocol=su...
2025.02
55.9
0.76
KNN
Evaluation Protocol=su...
2025.02
52.86
4.22
Feedback
Search any
task
Search any
task