Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-01T18:41:16.137152Z
Paper Citation Record · LEDGER
Harmonised benchmarking of foundation models for single-cell and spatial transcriptomics reveals context-dependent generalisation
As of 3 August 2026, this Paper Citation Record lists 3 of 3 outbound references and 0 inbound Pith citation observations for arXiv:2607.17227.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-03T06:30:56.289259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
3 of 3 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved3
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 0e62e169-8198-4936-a4f2-b57bba9099d5 · outbound
This paper cites an unresolved cited work.
Harmonised benchmarking of foundation models for single-cell and spatial transcriptomics reveals context-dependent generalisation Unresolved cited work
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T18:41:16.037813Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 14d84aa6-0c10-4a89-84d8-5615aca586fc · outbound
This paper cites Models are compared by tokenisation strategy, pretraining data, modality, architecture, spatial awareness, reported tasks, pretraining objective and publication.
Harmonised benchmarking of foundation models for single-cell and spatial transcriptomics reveals context-dependent generalisation Models are compared by tokenisation strategy, pretraining data, modality, architecture, spatial awareness, reported tasks, pretraining objective and publication
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T18:41:16.090204Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 806b7e83-b680-4656-8b00-c8e3f91f17d6 · outbound
This paper cites Models were evaluated using MSE, MSE DE, Pearson, Pearson DE, Pearson Delta and Pearson Delta DE metrics.
Harmonised benchmarking of foundation models for single-cell and spatial transcriptomics reveals context-dependent generalisation Models were evaluated using MSE, MSE DE, Pearson, Pearson DE, Pearson Delta and Pearson Delta DE metrics
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T18:41:16.137152Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.