Image Classification on fastMRI v1.0 (test)
83.6AUCRecon Classifier
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Recon ClassifierCenter Fraction=0.05, Sample Rate=25%2024.06 | 83.6 | 86.9 | 80.4 | |
| Policy ReconstructionCenter Fraction=0.05, Sample Rate=25%2024.06 | 83.1 | 85.4 | 80.8 | |
| Policy ReconstructionCenter Fraction=0, Sample Rate=10%2024.06 | 82.9 | 89.3 | 76.5 | |
| OracleCenter Fraction=0, Sample Rate=5%2024.06 | 81.9 | 81.6 | 82.2 | |
| Policy ReconstructionCenter Fraction=0, Sample Rate=7%2024.06 | 80.6 | 85 | 76.3 | |
| Policy ClassifierCenter Fraction=0.01, Sample Rate=25%2024.06 | 79.4 | 70.9 | 85.2 | |
| Policy ClassifierCenter Fraction=0, Sample Rate=25%2024.06 | 79.1 | 73.8 | 84.3 | |
| Policy ClassifierCenter Fraction=0.01, Sample Rate=7%2024.06 | 78.9 | 71.4 | 86.4 | |
| Policy ClassifierCenter Fraction=0, Sample Rate=17%2024.06 | 78.5 | 71.8 | 85.1 | |
| Policy ClassifierCenter Fraction=0.01, Sample Rate=10%2024.06 | 78.5 | 70.9 | 86.1 | |
| Policy ClassifierCenter Fraction=0, Sample Rate=13%2024.06 | 78.1 | 70.9 | 85.3 | |
| Policy ClassifierCenter Fraction=0, Sample Rate=7%2024.06 | 77.7 | 69.9 | 85.4 | |
| Policy ClassifierCenter Fraction=0, Sample Rate=10%2024.06 | 77.5 | 69.4 | 85.6 | |
| Policy ClassifierCenter Fraction=0.05, Sample Rate=5%2024.06 | 75.2 | 63.6 | 86.9 | |
| UndersampledCenter Fraction=0.05, Sample Rate=25%2024.06 | 74.9 | 64.1 | 85.7 | |
| Policy ClassifierCenter Fraction=0.05, Sample Rate=25%2024.06 | 74.3 | 62.6 | 86.1 | |
| Policy ClassifierCenter Fraction=0.05, Sample Rate=10%2024.06 | 73.9 | 61.7 | 86.2 | |
| Policy ClassifierCenter Fraction=0.01, Sample Rate=5%2024.06 | 71.7 | 54.4 | 89 | |
| UndersampledCenter Fraction=0, Sample Rate=5%2024.06 | 66.6 | 59.2 | 74 | |
| Policy ClassifierCenter Fraction=0, Sample Rate=5%2024.06 | 66.6 | 59.2 | 74 | |
| Recon ClassifierCenter Fraction=0, Sample Rate=5%2024.06 | 58.6 | 24.3 | 92.8 | |
| Policy ReconstructionCenter Fraction=0, Sample Rate=5%2024.06 | 58.3 | 22.8 | 93.8 |