Failure Detection on Medical Segmentation Decathlon (MSD) Pancreatic Tumor (test)
15.19MAESynthCP + VAE alarm
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SynthCP + VAE alarmensemble=simple ensemble of predicted DSC2020.03 | 15.19 | 13.37 | 0.6797 | 0.7135 | |
| SynthCP2020.03 | 18.13 | 13.77 | 0.6111 | 0.6266 | |
| VAE alarmsource=our implementation2020.03 | 18.6 | 13.73 | 0.6342 | 0.5847 | |
| VAE alarmsource=quoted from [38]2020.03 | 20.21 | 23.6 | 0.6024 | 0.633 | |
| Direct Prediction2020.03 | 23.2 | 29.81 | 0.455 | 0.4536 | |
| Kwon et al.2020.03 | 26.14 | 29.24 | 0.1461 | 0.147 | |
| Jungo et al.2020.03 | 26.57 | 29.78 | -0.2387 | -0.2023 |