Research Article
DAFLNet: Dual Asymmetric Feature Learning Network for COVID-19 Disease Diagnosis in X-Rays
Table 6
Performance comparison of the proposed DAFLNet with other studies (%).
| | Method | Class | Sen (c) | Pre (c) | F1-sc (c) | Overall Acc |
| | ECOVNet-EfficientNetB3 base [28] | COVID-19 | | | | | | Normal | | | | | Pneumonia | | | | | BCNN_SVM [29] | COVID-19 | | | | | | Normal | | | | | Pneumonia | | | | | COVNet [30] | COVID-19 | | | | | | Normal | | | | | Pneumonia | | | | | DTL-V19 [10] | COVID-19 | | | | | | Normal | | | | | Pneumonia | | | | | DenseNet121 [31] | COVID-19 | | | | | | Normal | | | | | Pneumonia | | | | | Resnet50V2 [32] | COVID-19 | | | | | | Normal | | | | | Pneumonia | | | | | Xception [33] | COVID-19 | | | | | | Normal | | | | | Pneumonia | | | | | MobileNetV2 [34] | COVID-19 | | | | | | Normal | | | | | Pneumonia | | | | | DAFLNet-1 (this work) | COVID-19 | | | | | | Normal | | | | | Pneumonia | | | | | DAFLNet-2 (this work) | COVID-19 | | | | | | Normal | | | | | Pneumonia | | | |
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