Medical Image Classification on COVID-LDCT
98.97AccuracyFull dataset
Evaluation results
| Method | Links | |
|---|---|---|
| Full datasetSelection ratio (β)=100%2026.03 | 98.97 | |
| EVASelection ratio (β)=30%2026.03 | 96.57 | |
| DUCSSelection ratio (β)=30%2026.03 | 95.13 | |
| DUCSSelection ratio (β)=20%2026.03 | 93.63 | |
| TDDSSelection ratio (β)=30%2026.03 | 92.05 | |
| TDDSSelection ratio (β)=20%2026.03 | 89.1 | |
| DUCSSelection ratio (β)=10%2026.03 | 81.91 | |
| Moderate-DSSelection ratio (β)=30%2026.03 | 80.47 | |
| Moderate-DSSelection ratio (β)=20%2026.03 | 77.52 | |
| DUCSSelection ratio (β)=5%2026.03 | 75.46 | |
| EVASelection ratio (β)=20%2026.03 | 71.83 | |
| DUCSSelection ratio (β)=2%2026.03 | 70.12 | |
| Moderate-DSSelection ratio (β)=10%2026.03 | 69.77 | |
| TDDSSelection ratio (β)=10%2026.03 | 69.29 | |
| Moderate-DSSelection ratio (β)=5%2026.03 | 67.85 | |
| Moderate-DSSelection ratio (β)=2%2026.03 | 66.48 | |
| EVASelection ratio (β)=10%2026.03 | 61.82 | |
| EVASelection ratio (β)=5%2026.03 | 60.32 | |
| TDDSSelection ratio (β)=2%2026.03 | 59.79 | |
| TDDSSelection ratio (β)=5%2026.03 | 59.63 | |
| EVASelection ratio (β)=2%2026.03 | 54.63 |