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. 2021 Jan 7;15(5):959–966. doi: 10.1007/s11760-020-01820-2

Table 2.

Comparing validation and test accuracies (%) on fine-tuned models on chest X-ray dataset

Models CXR A CXR B
Validation Test Validation Test
VGG19 100 97.37 100 94.74
InceptionV3 100 97.37 100 97.37
ResNet50 100 97.37 100 94.08
ResNet50V2 100 97.37 100 94.08
MobileNet 100 97.37 100 95.4
MobileNetV2 100 97.37 100 95.4
DenseNet121 100 97.37 100 98.69
NasNetMobile 100 97.37 98.44 97.37

Bold denotes the highest value for particular category