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%