Table 5.
Patch-Based MIM Dataset | ||||||||
---|---|---|---|---|---|---|---|---|
CNN-Based Classifier | Medium RAFT-MIM | Small RAFT-MIM | Medium RAFT-MIM | Small RAFT-MIM | ||||
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.