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. 2021 Nov 5;7:e767. doi: 10.7717/peerj-cs.767

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%