NCP vs. Normal Classification on Pulmonary Disease CT dataset (5-fold cross-val)
99.12AccuracyFull CT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Full CTSampling Budget (Slices per volume)=Full volume2024.12 | 99.12 | 99.15 | |
| CSSSampling Budget (Slices per volume)=642024.12 | 98.89 | 99.05 | |
| SISampling Budget (Slices per volume)=642024.12 | 98.78 | 98.2 | |
| ActiveFTSampling Budget (Slices per volume)=642024.12 | 98.75 | 98.26 | |
| CoreSetSampling Budget (Slices per volume)=642024.12 | 97.38 | 96.39 | |
| SSSSampling Budget (Slices per volume)=642024.12 | 96.89 | 96.28 | |
| ESSSampling Budget (Slices per volume)=642024.12 | 96.42 | 96.85 | |
| PISampling Budget (Slices per volume)=642024.12 | 90.36 | 89.02 | |
| LISampling Budget (Slices per volume)=642024.12 | 78.52 | 77.89 |