fidoptBody CT, many structures, segmentation
5 datasets, 224 test cases. A method is ranked here when it has a result on every case of every one of them.
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 | Pediatric-CT-SEG, organs of children | TotalSegmentator CT | CT-ORG | SAROS body regions | ENHANCE.PET 1.6k |
|---|---|---|---|---|---|---|---|---|
| 1 | KonfAI segmentation app · TotalSegmentator (total), the authors' packageGPUapp | 2.17 | 4 of 5 | 2 | 1 | 3 | 2 | n/a |
| 2 | KonfAI segmentation app · TotalSegmentator (total), KonfAI appGPUapp | 2.83 | 4 of 5 | 4 | 2 | 2 | 3 | n/a |
| 3 | KonfAI segmentation app · IMPACTSeg body, KonfAI appGPUapp | 3.50 | 4 of 5 | 5 | 3 | 4 | 1 | n/a |
| 4 | lungmask · lobesGPUapp | 2.56 | 3 of 5 | 2 | 4 | 1 | n/a | n/a |
| 5 | MONAI wholeBody CTGPUapp | 5.78 | 3 of 5 | 6 | n/a | 6 | 5 | |
| 6 | KonfAI segmentation app · MRSegmentator, KonfAI appGPUapp | 6.22 | 3 of 5 | 6 | n/a | 7 | 6 | n/a |
| 7 | lungmaskGPUapp | 1.33 | 1 of 5 | 1 | n/a | n/a | n/a | n/a |
| 8 | KonfAI segmentation app · TotalSegmentator (head_glands_cavities), the authors' packageGPUapp | 3.33 | 1 of 5 | n/a | n/a | n/a | 4 | n/a |
| 9 | KonfAI segmentation app · TotalSegmentator (kidney_cysts), the authors' packageGPUapp | 4.67 | 1 of 5 | n/a | 5 | n/a | n/a | n/a |
| 10 | CT-FM whole-body segmentationGPUapp | 5.00 | 1 of 5 | n/a | n/a | 5 | 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.