Metric: AUC (higher is better)
| # | Model↕ | AUC▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | EfficientNet-B0 w/ TTA | 0.8483 | No | Breast Cancer Diagnosis in Two-View Mammography ... | 2021-10-01 | Code |
| 2 | EfficientNet-B0 | 0.8418 | No | Breast Cancer Diagnosis in Two-View Mammography ... | 2021-10-01 | Code |
| 3 | Multi-patch size DenseNet-121 | 0.809 | No | - | - | - |
| 4 | SingleView_PatchBased_EfficientNet-B0 | 0.8033 | No | Breast Cancer Diagnosis in Two-View Mammography ... | 2021-10-01 | Code |
| 5 | MorphHR-ResNet18_S896 | 0.7964 | No | Beyond Fine-tuning: Classifying High Resolution ... | 2021-01-20 | - |
| 6 | ResNet18_S896 | 0.7958 | No | Beyond Fine-tuning: Classifying High Resolution ... | 2021-01-20 | - |
| 7 | SingleView_PatchBased_EfficientNet-B3 | 0.7952 | No | Breast Cancer Diagnosis in Two-View Mammography ... | 2021-10-01 | Code |
| 8 | Multi-resolution DenseNet-121 | 0.789 | No | - | - | - |
| 9 | ResNet18_S448 | 0.7882 | No | Beyond Fine-tuning: Classifying High Resolution ... | 2021-01-20 | - |
| 10 | Feature Pyramid Network DenseNet-121 | 0.788 | No | - | - | - |
| 11 | Patch-based DenseNet-121 | 0.784 | No | - | - | - |
| 12 | MorphHR-ResNet18_S448 | 0.7836 | No | Beyond Fine-tuning: Classifying High Resolution ... | 2021-01-20 | - |
| 13 | MorphHR-ResNet18_S224 | 0.7523 | No | Beyond Fine-tuning: Classifying High Resolution ... | 2021-01-20 | - |
| 14 | VGG/ResNet | 0.75 | No | Breast Cancer Diagnosis in Two-View Mammography ... | 2021-10-01 | Code |
| 15 | VGG/ResNet | 0.75 | No | Breast Cancer Diagnosis in Two-View Mammography ... | 2021-10-01 | Code |
| 16 | PHResNet50 (n=2) | 0.739 | No | Multi-View Hypercomplex Learning for Breast Canc... | 2022-04-12 | Code |
| 17 | ResNet18_S224 | 0.7257 | No | Beyond Fine-tuning: Classifying High Resolution ... | 2021-01-20 | - |
| 18 | XGBoost | 0.6849 | No | - | - | - |
| 19 | VGG16 | 0.6822 | No | - | - | - |