fidoptBaby Open Brains, 31 structures
10 cases · ordered on Dice| # | Method | Dice |
|---|---|---|
| 1 | SynthSeg 1.0 | 0.626 |
| 2 | FastSurferVINN | 0.051 |
Brain MR, segmentation
6 datasets, 96 test cases. A method is ranked here when it has a result on every case of every one of them.
Read before comparing
- 5 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 | Baby Open Brains, 31 structures | M-CRIB neonatal brain, 94 regions | UltraCortex, cortex and white matter at 9.4 T | Hippocampus MR (Learn2Reg 2020, Task 4) | Hippocampal subfields on 7T T2w MR (Beijing) | Claustrum at 7 T |
|---|---|---|---|---|---|---|---|---|---|
| 1 | SynthSeg 1.0CPUapp | 1.11 | 3 of 6 | 1 | 1 | 1 | n/a | n/a | n/a |
| 2 | FastSurferVINNGPUapp | 1.89 | 3 of 6 | 2 | 2 | 2 | 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
M-CRIB neonatal brain, 94 regions
3 cases · ordered on Dice| # | Method | Dice |
|---|---|---|
| 1 | SynthSeg 1.0 | 0.480 |
| 2 | FastSurferVINN | 0.106 |
UltraCortex, cortex and white matter at 9.4 T
3 cases · ordered on Dice| # | Method | Dice |
|---|---|---|
| 1 | SynthSeg 1.0 | 0.848 |
| 2 | FastSurferVINN | 0.864 |
Mindboggle-101, 62 cortical regions
10 cases · ordered on Dice research only| # | Method | Dice |
|---|---|---|
| 1 | FastSurferVINN | 0.827 |
MRBrainS18
23 cases · ordered on Dice research only| # | Method | Dice |
|---|---|---|
| 1 | SynthSeg 1.0 | 0.840 |
| 2 | FastSurferVINN | 0.767 |
6 datasets without a ranked method yet
Hippocampus MR (Learn2Reg 2020, Task 4), Hippocampal subfields on 7T T2w MR (Beijing), Claustrum at 7 T, SynthStrip, Calgary-Campinas-359, manual brain masks, NFBS brain masks.