Medical Segmentation Decathlon (MSD)
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Failure Detection | Medical Segmentation Decathlon (MSD) Pancreatic Tumor (test) | MAE15.19 | 7 | |
| Transferability Estimation | Medical Segmentation Decathlon (MSD) Task09 (test) | Kendall's Tau0.7611 | 5 | |
| Transferability Estimation | Medical Segmentation Decathlon (MSD) Task06 (test) | Kendall's Tau0.1658 | 5 | |
| Transferability Estimation | Medical Segmentation Decathlon (MSD) Task03 Liver Tumor (test) | Kendall Tau0.6374 | 5 | |
| Medical Segmentation | Medical Segmentation Decathlon (MSD) Pancreas (5-fold Cross-Validation) | Dice Score68.24 | 3 | |
| Medical Segmentation | Medical Segmentation Decathlon (MSD) Lung (5-fold Cross-Validation) | Dice Score73.33 | 3 | |
| Medical Segmentation | Medical Segmentation Decathlon (MSD) Prostate (5-fold Cross-Validation) | Dice Score0.7566 | 3 | |
| Medical Segmentation | Medical Segmentation Decathlon (MSD) Brain (5-fold Cross-Validation) | Dice Score0.7421 | 3 |
Showing 8 of 8 rows