Table 9 Comparative analysis for experiments on RaF dataset.

From: Enhancing feature selection for multi-pose facial expression recognition using a hybrid of quantum inspired firefly algorithm and artificial bee colony algorithm

 

Front Pose

Diagonal Pose

Profile Pose

Proposed QIFABC + ResNet50

98.93%

94.11%

91.79%

QIFA + ResNet50

97.86%

92.14%

89.46%

FA + ResNet50

91.07%

86.96%

84.11%

ABC + ResNet50

92.86%

89.29%

85.36%

IQIGSA + DCNN23

95.24%

N.A.

N.A.

QGSA + DCNNR24

96.36%

88.24%

85.43%

QFA + DCNNR24

98.32%

91.46%

89.22%

QPSO + DCNNR24

93.28%

89.08%

84.73%

QGA + DCNNR24

89.64%

81.79%

80.81%

PCA + MCSVM37

93.60%

N.A.

N.A.

Back to article page