PAS Detection on 3D MRI (test)
0.85AccuracyDenseNet121-ViT
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DenseNet121-ViTArchitecture=3D Hybrid, Protocol=Best of five runs2025.12 | 0.85 | 0.862 | 0.799 | 0.859 | 0.818 | |
| DenseNet121Architecture=3D, Protocol=Best of five runs2025.12 | 0.828 | 0.804 | 0.77 | 0.802 | 0.783 | |
| ResNet18Architecture=3D, Protocol=Best of five runs2025.12 | 0.802 | 0.829 | 0.759 | 0.832 | 0.772 | |
| Swin-TransformerArchitecture=3D, Protocol=Best of five runs2025.12 | 0.727 | 0.592 | 0.608 | 0.585 | 0.591 | |
| ResNet18-SwinArchitecture=3D Hybrid, Protocol=Best of five runs2025.12 | 0.713 | 0.644 | 0.629 | 0.642 | 0.634 | |
| EfficientNet-B0Architecture=3D, Protocol=Best of five runs2025.12 | 0.648 | 0.692 | 0.596 | 0.622 | 0.593 |