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Segmentation leaderboards

Prostate and pelvis, segmentation

6 datasets, 108 test cases. A method is ranked here when it has a result on every case of every one of them.

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  • 1 dataset of this kind is shown below and not ranked on the official board: its licence does not allow a public leaderboard. The research board (Research, above the ranking) ranks it too.

Ranking OfficialResearch

Provisional: no method has run on every dataset here yet. The methods that cover the most datasets come first, then the lower mean place on those.
#MethodMean rankDatasetsQIN-PROSTATE-Repeatability, zonesNCI-ISBI 2013 prostateProstate-MRI-US-Biopsy, the gland on MRUterine Myoma MRIProstate-Anatomical-Edge-CasesPROSTATEx gland zones
1KonfAI segmentation app · TotalSegmentator (total_mr), the authors' packageGPUapp1.331 of 6n/an/a1n/an/an/a
2KonfAI segmentation app · TotalSegmentator (total_mr), KonfAI appGPUapp1.671 of 6n/an/a2n/an/an/a
3MONAI wholeBody CTGPUapp1.671 of 6n/an/an/an/a1n/a
4KonfAI segmentation app · TotalSegmentator (total), KonfAI appGPUapp2.001 of 6n/an/an/an/a2n/a
5KonfAI segmentation app · TotalSegmentator (total), the authors' packageGPUapp2.331 of 6n/an/an/an/a3n/a
6CT-FM whole-body segmentationGPUapp4.001 of 6n/an/an/an/a4n/a
1 place in that table, 1 is best2/10 cases done, not ranked yetn/a does not apply not run some cases failed

Under each dataset, the method's place in that dataset's table: 1 is best, the darker the better. The mean rank averages its places over the datasets.

The scores, dataset by dataset

4 datasets without a ranked method yet

QIN-PROSTATE-Repeatability, zones, NCI-ISBI 2013 prostate, Uterine Myoma MRI, PROSTATEx gland zones.