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