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Table 4 Comparison between VGGNet and ResNet extracted features

From: Explicit-implicit dual stream network for image quality assessment

  VGG16 VGG13 ResNet50 ResNet34
Acc 98.12% 98.75% 87.50% 92.50%
SROCC 0.9643 0.9585 0.9375 0.9501
KROCC 0.8472 0.8403 0.7939 0.8187
PLCC 0.9633 0.9555 0.9343 0.9473
RMSE 7.2622 8.0145 9.3961 9.4640
MAE 5.2481 5.5931 6.9643 7.3811
OR 41.88% 44.38% 56.25% 63.12%