Medical Segmentation Decathlon (MSD)
Benchmarks
TaskDatasetSOTA resultTrendResults
Medical Segmentation Decathlon (MSD) Pancreatic Tumor (test)
15.19MAE
7
Medical Segmentation Decathlon (MSD) Lungs
72.24DSC
6
Medical Segmentation Decathlon (MSD) (cross-validation)
74.57Brain Tumour Dice
5
Medical Segmentation Decathlon (MSD) Task09 (test)
0.761Kendall's Tau
5
Medical Segmentation Decathlon (MSD) Task06 (test)
0.166Kendall's Tau
5
Medical Segmentation Decathlon (MSD) Task03 Liver Tumor (test)
0.637Kendall Tau
5
Medical Segmentation Decathlon (MSD) Pancreas (5-fold Cross-Validation)
68.24Dice Score
3
Medical Segmentation Decathlon (MSD) Lung (5-fold Cross-Validation)
73.33Dice Score
3
Medical Segmentation Decathlon (MSD) Prostate (5-fold Cross-Validation)
0.757Dice Score
3
Medical Segmentation Decathlon (MSD) Brain (5-fold Cross-Validation)
0.742Dice Score
3