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. 2022 May 26;22(11):4040. doi: 10.3390/s22114040

Table 5.

Comparison with well-known CNN-based classifiers on patch-based MIM datasets.

Patch-Based MIM Dataset
CNN-Based Classifier Medium RAFT-MIMQ12 Small RAFT-MIMQ12 Medium RAFT-MIMQ25 Small RAFT-MIMQ25
Accuracy% F1 Score% Accuracy% F1 Score% Accuracy% F1 Score% Accuracy% F1 Score%
MobileNet 87 87 79 78 85 85 77 74
EfficientNet-B0 88 88 81 80 87 87 78 78
InceptionV3 85 85 76 75 80 80 76 74
ResNet50 80 80 70 70 74 73 71 69

Bold: best results in each dataset. Gray highlight: Best results among all datasets.