Table 12 Comparison of ResNet degradation results
From: Explicit-implicit dual stream network for image quality assessment
| Â | 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% |