Can cells from an unseen donor be assigned to the correct reference cell types?
Explanatory profile: limited source coverage · Automated source review, 2026-09-16. This does not change the review status of its results.
| Property | Description and evidence |
|---|---|
| Record type | Generic task; proposed designGeneformer official resource; scGPT official resource; scFoundation official resource; scVI official resource · Catalogue task scope and proposed comparison design; concrete source protocol has not yet been extracted |
| Inputs | Map unseen donors to a labelled cell-type reference.Geneformer official resource; scGPT official resource; scFoundation official resource; scVI official resource · Catalogue task scope and proposed comparison design; concrete source protocol has not yet been extracted |
| Assessment | No single dataset, split or scoring implementation is fixed by this task recordGeneformer official resource; scGPT official resource; scFoundation official resource; scVI official resource · Catalogue task scope and proposed comparison design; concrete source protocol has not yet been extracted |
| Datasets | Not extracted or verified for this record. |
| Organisms | Not extracted or verified for this record. |
| Assays | Not extracted or verified for this record. |
| Splits | Not extracted or verified for this record. |
| Adaptation | Not extracted or verified for this record. |
| Baselines | Not extracted or verified for this record. |
Conceptual design only. This generic task has no fixed executable protocol and does not imply a completed run.
Build a labelled reference and keep query donors outside downstream fitting. Record whether novel cell types can be rejected instead of forced into a known label.
Geneformer official resource; scGPT official resource; scFoundation official resource; scVI official resource · Catalogue task scope and proposed comparison design; concrete source protocol has not yet been extractedRelease 2026-09-16-d74d282221a9 · 0 evaluations · 0 metric rows. Different protocols are not a single leaderboard.
No evaluations linked in this release.
Catalogue extraction inspected; protocol claims remain limited to the cited evidence. Missing details are not presumed absent from the original paper.
Stable record: catalog-task-cell-reference-mappingApplicability is distinct from a completed evaluation.
Release 2026-09-16-d74d282221a9 · Record review: discovered
Stable ID: catalog-task-cell-reference-mapping