Table 4 Comparison between VGGNet and ResNet extracted features
From: Explicit-implicit dual stream network for image quality assessment
| Â | 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% |