Emphysema Classification on Emphysema (val)
87.2AUCModels Genesis
Evaluation results
| Method | Links | |
|---|---|---|
| Models GenesisPre-training Supervised=false, Pre-training Dataset=LUNA16 [7]2021.02 | 87.2 | |
| TransVWPre-training Supervised=false, Pre-training Dataset=LUNA16 [7]2021.02 | 87.07 | |
| MedicalNetPre-training Supervised=true, Pre-training Dataset=3DSeg-8 [17]2021.02 | 86.43 | |
| VW restorationPre-training Supervised=false, Pre-training Dataset=LUNA16 [7]2021.02 | 86.2 | |
| VW classificationPre-training Supervised=false, Pre-training Dataset=LUNA16 [7]2021.02 | 84.25 | |
| InpaintingPre-training Supervised=false, Pre-training Dataset=LUNA16 [7]2021.02 | 84.08 | |
| RotationPre-training Supervised=false, Pre-training Dataset=LUNA16 [7]2021.02 | 83.4 | |
| Context restorationPre-training Supervised=false, Pre-training Dataset=LUNA16 [7]2021.02 | 82.15 | |
| I3DPre-training Supervised=true, Pre-training Dataset=Kinetics [15]2021.02 | 80.55 | |
| Rubik's CubePre-training Supervised=false, Pre-training Dataset=LUNA16 [7]2021.02 | 80.49 | |
| RandomPre-training Supervised=false, Pre-training Dataset=N/A2021.02 | 80.36 | |
| NiftyNetPre-training Supervised=true, Pre-training Dataset=Pancreas-CT, BTCV [23]2021.02 | 77.33 |