Datasets › Learn2Reg
Learn2Reg
Learn2Reg is a dataset for medical image registration. Learn2Reg covers a wide range of anatomies (brain, abdomen, and thorax), modalities (ultrasound, CT, MR), availability of annotations, as well as intra- and inter-patient registration evaluation.
Benchmarks archive 2025-07-28
All 2 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Image Registration | Unpaired-abdomen-CT | RAN4+ DSC 0.617 | Residual Aligner-based Network (RAN): Motion-separable... | jianqingzheng/res_aligner_net | 9 | Compare |
| Image Registration | Unpaired-lung-CT | RAN3 ASD 3.01 | Residual Aligner-based Network (RAN): Motion-separable... | jianqingzheng/res_aligner_net | 4 | Compare |
Papers archive 2025-07-28
4 shown of 4 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 37. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Spatially Covariant Image Registration with Text Prompts | 1 | 4 | 27 Nov 2023 | not harvested |
| SAME++: A Self-supervised Anatomical eMbeddings Enhanced medical image registration framework using stable sampling and regularized transformation | 1 | 1 | 25 Nov 2023 | ran 5 of 5 samples (0 unverified) |
| Residual Aligner-based Network (RAN): Motion-separable structure for coarse-to-fine discontinuous deformable registration | 1 | 4 | 21 Nov 2023 | not harvested |
| Recursive Deformable Image Registration Network with Mutual Attention | 0 | 4 | 4 Jun 2022 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
No licence recorded in the archive. Absence here is not a statement about the dataset's terms.
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- Learn2Reg
- Unpaired-abdomen-CT
- Unpaired-lung-CT
3 variant names, as the archive lists them.
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections