Nodule Segmentation on LUNA16 (val)
77.7IoUVW restoration
Evaluation Results
| Method | Links | |
|---|---|---|
| VW restorationPre-training Supervised=false, Pre-training Dataset=LUNA16 [7]2021.02 | 77.7 | |
| Models GenesisPre-training Supervised=false, Pre-training Dataset=LUNA16 [7]2021.02 | 77.41 | |
| TransVWPre-training Supervised=false, Pre-training Dataset=LUNA16 [7]2021.02 | 77.33 | |
| VW classificationPre-training Supervised=false, Pre-training Dataset=LUNA16 [7]2021.02 | 76.93 | |
| RotationPre-training Supervised=false, Pre-training Dataset=LUNA16 [7]2021.02 | 76.13 | |
| InpaintingPre-training Supervised=false, Pre-training Dataset=LUNA16 [7]2021.02 | 76.02 | |
| MedicalNetPre-training Supervised=true, Pre-training Dataset=3DSeg-8 [17]2021.02 | 75.68 | |
| Context restorationPre-training Supervised=false, Pre-training Dataset=LUNA16 [7]2021.02 | 75.55 | |
| RandomPre-training Supervised=false, Pre-training Dataset=N/A2021.02 | 74.05 | |
| Rubik's CubePre-training Supervised=false, Pre-training Dataset=LUNA16 [7]2021.02 | 72.87 | |
| I3DPre-training Supervised=true, Pre-training Dataset=Kinetics [15]2021.02 | 71.58 | |
| NiftyNetPre-training Supervised=true, Pre-training Dataset=Pancreas-CT, BTCV [23]2021.02 | 52.98 |