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Performance comparison of different models.
| Model | Acc(%) | Params (M) | FLOPs(G) | FPS |
|---|---|---|---|---|
| ResNet50 | 87.35 | 23.52 | 4.13 | 187.20 |
| VGG16 | 90.28 | 134.28 | 15.41 | 100.26 |
| ResNet18 | 76.69 | 11.17 | 1.74 | 268.09 |
| DenseNet | 87.50 | 6.95 | 2.82 | 43.24 |
| Inception | 89.24 | 21.80 | 5.74 | 36.00 |
| PneumoFusion-Net (ours) | 98.96 | 34.16 | 8.67 | 59.35 |
