Accuracy on validation/hold-out dataset
| Architecture name | Accuracy without segmentation | Accuracy post segmentation |
|---|---|---|
| ResNet18 | 0.52 | 0.62 |
| ResNet34 | 0.56 | 0.65 |
| ResNet50 | 0.61 | 0.66 |
| MobileNetV1 | 0.60 | 0.66 |
| MobileNetV2 | 0.62 | 0.69 |
| Xception | 0.74 | 0.83 |
| EfficientNetB0 | 0.76 | 0.89 |