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Table 12 Comparison of ResNet degradation results

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

  ResNet101 ResNet50 ResNet34 ResNet18
Acc 91.88% 87.50% 92.50% 86.88%
SROCC 0.9484 0.9375 0.9501 0.9495
KROCC 0.8167 0.7939 0.8187 0.8124
PLCC 0.9479 0.9343 0.9473 0.9418
RMSE 8.3671 9.3961 9.4640 10.2181
MAE 5.9152 6.9643 7.3811 7.9816
OR 48.75% 56.25% 63.12% 65.62%