Table 4. Results of experiments on first case of test dataset on ResNet model.

ResNet56 v2
Random Sampling (SRS) Grid-based (ours)
Dataset 1 87.60% 84.88%
Dataset 2 56.10% 63.45%
Dataset 1+2 88.60% 89.11%
Dataset 1+2+3 88.63% 95.05%
Dataset 1+2+3+4+5 78.41% 84.81%