Medical Segmentation Decathlon
Benchmarks
TaskDatasetSOTA resultTrendResults
Medical Segmentation Decathlon (MSD) (test)
82.14Mean Dice Score
27
Medical Segmentation Decathlon (MSD)
61.37Dice Score (%)
17
Medical Segmentation Decathlon HepaticVessel v1 (test)
92.01Dice Score
15
Medical Segmentation Decathlon Lung v1 (test)
91.56Dice Score
15
Medical Segmentation Decathlon CT Task_06 Lung 1 (test)
33.41PSNR
8
Medical Segmentation Decathlon CT Task 06 Lung 1 (test)
37.66PSNR
8
MSD (Medical Segmentation Decathlon) Tumor in Abdomen
72.73Liver DSC
7
Medical Segmentation Decathlon (MSD) Pancreas
68.96DSC
6
Medical Segmentation Decathlon (MSD) Average (test)
0.499Kendall's Tau
5
Medical Segmentation Decathlon (MSD) Task10 (test)
0.664Kendall's Tau
5
Medical Segmentation Decathlon (MSD) Task07 (test)
0.664Kendall's Tau
5
Medical Segmentation Decathlon Colon Cancer (test)
57.6Dice (Initial)
3
Medical Segmentation Decathlon Hepatic Vessels (test)
40.7Dice (Init)
3
Medical Segmentation Decathlon Pancreas (test)
0.6Dice (Initial)
3
Medical Segmentation Decathlon Lung Lesion (test)
0.748Dice Score (Init.)
3
Medical Segmentation Decathlon Prostate (test)
85.1Dice (Init.)
3
Medical Segmentation Decathlon Liver (test)
73.4Dice (Initial)
3
Medical Segmentation Decathlon Brain Tumour (test)
63.2Dice Score (Initialization)
3
Medical Segmentation Decathlon Colon (5-fold Cross-Validation)
49.67Dice Score
3
Medical Segmentation Decathlon (MSD) Spleen (5-fold Cross-Validation)
96.54Dice Score
3
Medical Segmentation Decathlon (MSD) Hepatic Vessel (5-fold Cross-Validation)
68.71Dice Score
3
Medical Segmentation Decathlon (MSD) Hippocampus (5-fold Cross-val)
0.891Dice Score
3
Medical Segmentation Decathlon (MSD) Liver (5-fold Cross-Validation)
0.797Dice Score
3