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Registration leaderboards

Brain MR, inter-subject

4 datasets, 76 test pairs. A method is ranked here when it has a result on every pair of every one of them.

Read before comparing

  • 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 rankDatasetsAFIDsLearn2Reg 2020, Task 4, validationUltraCortexM-CRIB 2.0 and M-CRIB-WM
1DemonsCPUapp2.003 of 4142
2ConvexAdam (MIND)GPUapp1.672 of 421
3greedyCPUapp2.001 of 41
4NiftyRegCPUapp2.671 of 43
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

Each score is followed by its change against no registration: green when the method did better, red when it did worse.

AFIDs

10 pairs · ordered on Dice and SDlogJ
#MethodDiceChangeSDlogJ
1Demons0.477+0.1070.072
No registration0.3700.000
1 dataset without a ranked method yet

Learn2Reg 2020, Task 4, validation.