AC vs. Normal Classification on Pulmonary Disease CT dataset (5-fold cross-val)
92.47AccuracyFull CT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Full CTSampling Budget (Slices per volume)=Full volume2024.12 | 92.47 | 92.1 | |
| CSSSampling Budget (Slices per volume)=642024.12 | 91.88 | 90.85 | |
| ActiveFTSampling Budget (Slices per volume)=642024.12 | 90.68 | 90.35 | |
| SSSSampling Budget (Slices per volume)=642024.12 | 89.34 | 89.67 | |
| CoreSetSampling Budget (Slices per volume)=642024.12 | 88.91 | 89.07 | |
| ESSSampling Budget (Slices per volume)=642024.12 | 88.56 | 86.78 | |
| SISampling Budget (Slices per volume)=642024.12 | 87.24 | 86.94 | |
| PISampling Budget (Slices per volume)=642024.12 | 84.59 | 83.5 | |
| LISampling Budget (Slices per volume)=642024.12 | 68.81 | 67.54 |