Classification on fastMRI prostate
0.579AUPRCResNet50
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ResNet50Undersampling Rate=02026.01 | 0.579 | 0.801 | |
| ResNet50Undersampling Rate=22026.01 | 0.573 | 0.795 | |
| kViTUndersampling Rate=22026.01 | 0.571 | 0.786 | |
| kViTUndersampling Rate=82026.01 | 0.571 | 0.784 | |
| kViTUndersampling Rate=102026.01 | 0.571 | — | |
| kViTUndersampling Rate=42026.01 | 0.57 | 0.782 | |
| kViTUndersampling Rate=62026.01 | 0.569 | 0.783 | |
| ViT-TinyUndersampling Rate=02026.01 | 0.569 | 0.762 | |
| kViTUndersampling Rate=02026.01 | 0.568 | 0.782 | |
| ViT-TinyUndersampling Rate=42026.01 | 0.568 | 0.769 | |
| ResNet50Undersampling Rate=82026.01 | 0.564 | 0.771 | |
| kViTUndersampling Rate=122026.01 | 0.563 | — | |
| ViT-TinyUndersampling Rate=22026.01 | 0.563 | 0.758 | |
| ResNet50Undersampling Rate=42026.01 | 0.562 | 0.768 | |
| ResNet50Undersampling Rate=62026.01 | 0.561 | 0.771 | |
| ViT-TinyUndersampling Rate=62026.01 | 0.56 | 0.752 | |
| kViTUndersampling Rate=242026.01 | 0.558 | 0.773 | |
| ResNet50Undersampling Rate=162026.01 | 0.557 | 0.703 | |
| EfficientNetUndersampling Rate=82026.01 | 0.557 | 0.759 | |
| kViTUndersampling Rate=162026.01 | 0.556 | 0.77 | |
| EfficientNetUndersampling Rate=02026.01 | 0.556 | 0.759 | |
| EfficientNetUndersampling Rate=62026.01 | 0.556 | 0.757 | |
| EfficientNetUndersampling Rate=42026.01 | 0.555 | 0.761 | |
| EfficientNetUndersampling Rate=22026.01 | 0.554 | 0.753 | |
| ViT-TinyUndersampling Rate=82026.01 | 0.552 | 0.74 | |
| ResNet50Undersampling Rate=102026.01 | 0.551 | — | |
| EfficientNetUndersampling Rate=102026.01 | 0.551 | — | |
| ViT-TinyUndersampling Rate=102026.01 | 0.55 | — | |
| ResNet50Undersampling Rate=242026.01 | 0.544 | 0.714 | |
| ResNet50Undersampling Rate=122026.01 | 0.543 | — | |
| EfficientNetUndersampling Rate=162026.01 | 0.538 | 0.718 | |
| EfficientNetUndersampling Rate=122026.01 | 0.537 | — | |
| ViT-TinyUndersampling Rate=122026.01 | 0.534 | — | |
| EfficientNetUndersampling Rate=242026.01 | 0.533 | 0.699 | |
| ViT-TinyUndersampling Rate=242026.01 | 0.521 | 0.602 | |
| ViT-TinyUndersampling Rate=162026.01 | 0.517 | 0.563 |