Pulmonary Nodule Classification on LIDC-IDRI (folds 1-5)
90.77AccuracyNASLung
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| NASLungNumber of parameters (M)=16.842021.01 | 90.77 | 85.37 | 95.04 | 89.29 | |
| DeepLungNumber of parameters (M)=141.572021.01 | 90.44 | 81.42 | — | — | |
| AE-DPNNumber of parameters (M)=678.692021.01 | 90.24 | 92.04 | 88.94 | 90.45 | |
| Vanilla 3D CNN2021.01 | 87.4 | 89.4 | 85.2 | 87.25 | |
| Nodule-level 2D CNN2021.01 | 87.3 | 88.5 | 86 | 87.23 | |
| Multi-crop CNN2021.01 | 87.14 | — | — | — |