Research Article
[Retracted] An Improved COVID-19 Detection using GAN-Based Data Augmentation and Novel QuNet-Based Classification
Table 3
Results with classical augmented dataset.
| Model | No weight | ImageNet weight | Accuracy | Recall | Accuracy | Recall |
| DenseNet-121 | 0.8500 | 0.900 | 0.9125 | 0.7500 | Inception V3 | 0.6500 | 0.8875 | 0.8417 | 0.7250 | Xception | 0.7375 | 0.8375 | 0.9208 | 0.7875 | ResNet101 | 0.6625 | 0.0125 | 0.6542 | 0.9625 | QuNet | 0.9292 | 0.8250 | ————– | ———- |
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