Table 4. Comparison of predicted scores and ground truth scores for various sets of images from the Isola et al. Dataset.
Comparison of different networks with the proposed one with another dataset.
Dataset | MemNet | MCDRNet | EMNet | ResMem-Net | Ground Truth |
---|---|---|---|---|---|
Top 10 | 80.16% | 81.75% | 82.43% | 82.61% | 96.54% |
Top 25 | 75.46% | 79.77% | 81.41% | 82.14% | 94.39% |
Top 50 | 75.13% | 78.57% | 79.48% | 80.27% | 92.24% |
Top 100 | 74.32% | 76.64% | 77.63% | 79.76% | 89.59% |
Top 200 | 73.58% | 74.9% | 76.64% | 77.92% | 85.33% |
Bottom 200 | 35.91% | 34.83% | 34.08% | 35.95% | 22.85% |
Bottom 100 | 32.8% | 31.64% | 31.66% | 31.4% | 18.66% |
Bottom 50 | 30.14% | 29.41% | 28.94% | 29.67% | 14.93% |
Bottom 25 | 28.81% | 26.6% | 29.47% | 29.23% | 10.95% |
Bottom 10 | 28.29% | 26.52% | 26.86% | 27.42% | 5.69% |