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Benchmarks
Affective State Recognition on WESAD ECG-based
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85.9
F1 Score
Multi-Layer Perceptron (MLP)
69.052
73.426
77.8
82.174
Jun 12, 2026
F1 Score
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
F1 Score
Accuracy
Multi-Layer Perceptron (MLP)
Study=Prajod et al. [1...
2026.06
85.9
89.5
ECG Emotion Model
Study=Prajod et al. [1...
2026.06
85.8
89.7
Deep ECGNet
Study=Prajod et al. [1...
2026.06
85.7
90.8
SVM
Study=Prajod et al. [1...
2026.06
83.2
87.1
LDA
Study=Prajod et al. [1...
2026.06
81.3
85.4
Random Forest
Study=Prajod et al. [1...
2026.06
81.3
86.3
CNN (spectrogram)
Study=Prajod et al. [1...
2026.06
79.4
82.4
Transformer
Study=Prajod et al. [1...
2026.06
69.7
80.4
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