Table 6. Results of experiments on second case of test dataset on ResNet.
ResNet 56 v2
Random Sample (SRS)
Grid-based (ours)
Dataset 1
84.86%
81.35%
Dataset 2
33.83%
38.57%
Dataset 1+2
74.51%
75.51%
Dataset 1+2+3
86.46%
90.65%
Dataset 1+2+3+4+5
63.72%
76.96%