CP vs. Normal Classification on Pulmonary Disease CT dataset (5-fold cross-validation)
99.35AccuracyFull CT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Full CTSampling Budget (Slices per volume)=Full volume2024.12 | 99.35 | 99.3 | |
| CSSSampling Budget (Slices per volume)=642024.12 | 98.65 | 98.82 | |
| ActiveFTSampling Budget (Slices per volume)=642024.12 | 98.62 | 98.38 | |
| SISampling Budget (Slices per volume)=642024.12 | 98.33 | 98.3 | |
| CoreSetSampling Budget (Slices per volume)=642024.12 | 98.06 | 97.57 | |
| SSSSampling Budget (Slices per volume)=642024.12 | 95.23 | 95.12 | |
| ESSSampling Budget (Slices per volume)=642024.12 | 94.29 | 94.5 | |
| PISampling Budget (Slices per volume)=642024.12 | 88.92 | 89 | |
| LISampling Budget (Slices per volume)=642024.12 | 73.67 | 71.7 |