Table 4.

Performance Comparison of Classic Deep Learning Models on URFD Dataset.

Model	Accuracy	Precision	Recall	Specificity	F1-score	MCC
CNN
CNN-EMD
CNN-CEEMD
CNN-VMD
CNN-3B3Conv
CNN-3B3Conv-EMD
CNN-3B3Conv-CEEMD
CNN-3B3Conv-VMD
LSTM
LSTM-EMD
LSTM-CEEMD
LSTM-VMD
LSTM-Acc
LSTM-Acc-EMD
LSTM-Acc-CEEMD
LSTM-Acc-VMD
Acc + SVM-depth
Acc + SVM-depth-EMD
Acc + SVM-depth-CEEMD
Acc + SVM-depth-VMD