Table 2 Performance analysis of ConvNeXt-X models on ECG.
Exp. no. | DB Tech. | Model | Accuracy | Precision | Recall | F1-score | Sensitivity | Specificity |
|---|---|---|---|---|---|---|---|---|
1 | RO | ConvNeXtBase | 99.65 | 99.65 | 99.65 | 99.65 | 99.65 | 99.91 |
ConvNeXtSmall | 99.67 | 99.67 | 99.67 | 99.67 | 99.67 | 99.92 | ||
ConvNeXtTiny | 99.72 | 99.72 | 99.72 | 99.72 | 99.72 | 99.93 | ||
2 | STL | ConvNeXtBase | 99.69 | 99.69 | 99.69 | 99.69 | 99.69 | 99.92 |
ConvNeXtSmall | 99.72 | 99.72 | 99.72 | 99.72 | 99.72 | 99.93 | ||
ConvNeXtTiny | 99.75 | 99.75 | 99.75 | 99.75 | 99.75 | 99.94 |
