Heart, segmentation
6 datasets, 80 test cases. A method is ranked here when it has a result on every case of every one of them.
Read before comparing
- 3 datasets of this kind are shown below and not ranked on the official board: their licence does not allow a public leaderboard. The research board (Research, above the ranking) ranks them 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.
| # | Method | Mean rank | Datasets | Sunnybrook cine MR, left ventricle | Cine MR of pigs at 7 T, left ventricle | HVSMR-2.0 | LASC 2013 MRI | Cardiac CT of pigs, heart and left ventricle | LV infarct scar on LGE MR (MICCAI 2012 challenge) |
|---|---|---|---|---|---|---|---|---|---|
| 1 | KonfAI segmentation app · TotalSegmentator (total_mr), KonfAI appGPUapp | 1.33 | 1 of 6 | n/a | n/a | 1 | n/a | n/a | n/a |
| 2 | KonfAI segmentation app · TotalSegmentator (total_mr), the authors' packageGPUapp | 1.67 | 1 of 6 | n/a | n/a | 2 | n/a | n/a | n/a |
| 3 | KonfAI segmentation app · MRSegmentator, KonfAI appGPUapp | 3.00 | 1 of 6 | n/a | n/a | 3 | n/a | n/a | n/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
8 datasets without a ranked method yet
Sunnybrook cine MR, left ventricle, Cine MR of pigs at 7 T, left ventricle, LASC 2013 MRI, Cardiac CT of pigs, heart and left ventricle, LV infarct scar on LGE MR (MICCAI 2012 challenge), ACDC, cardiac cine MR, York cardiac MRI, left ventricle, CAMUS, 2D echocardiography.