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Release 2026-09-29-06401fd5b220 · Evidence verified: Not verified
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1 evaluation · 1 result. Different protocols are not a single leaderboard.
Applied filters: All linked evaluations
| Tested configuration | Protocol and dataset | Finding | Evidence and details |
|---|---|---|---|
| Configuration: Geneformer | Task: Cell-type annotation Dataset: hPancreas | 0.27 F1 unitless · unknown Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Result quoted from another source · Source checkedMethods, coverage and sourceGeneformer: Cell-type annotation Zero-shot setting; source caption says some comparator rows come from GenePT. Aggregation: Not reported scELMo: Embeddings from Language Models are Good Learners for Single-cell Data Analysis · Table 1, hPancreas zero-shot / Geneformer (z) row, F1 column |
Source checking is not independent reproduction. Release 2026-09-29-06401fd5b220.
Zero-shot setting; source caption says some comparator rows come from GenePT.
Metadata review: needs review. Unreported conditions prevent automatic comparisons.
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17 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| attributes.comparison.adaptation Not reported Context-only references | scELMo: Embeddings from Language Models are Good Learners for Single-cell Data Analysis No field-specific location recorded Version: preprint archived 2025-08-23 | missing or unspecified No individual claim review recorded paper compilation Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.aggregation Not reported Context-only references | scELMo: Embeddings from Language Models are Good Learners for Single-cell Data Analysis No field-specific location recorded Version: preprint archived 2025-08-23 | missing or unspecified No individual claim review recorded paper compilation Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.budget Not reported Context-only references | scELMo: Embeddings from Language Models are Good Learners for Single-cell Data Analysis No field-specific location recorded Version: preprint archived 2025-08-23 | missing or unspecified No individual claim review recorded paper compilation Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.dataset_version Not reported Context-only references | scELMo: Embeddings from Language Models are Good Learners for Single-cell Data Analysis No field-specific location recorded Version: preprint archived 2025-08-23 | missing or unspecified No individual claim review recorded paper compilation Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.inputs Not reported Context-only references | scELMo: Embeddings from Language Models are Good Learners for Single-cell Data Analysis No field-specific location recorded Version: preprint archived 2025-08-23 | missing or unspecified No individual claim review recorded paper compilation Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.metric_implementation Not reported Context-only references | scELMo: Embeddings from Language Models are Good Learners for Single-cell Data Analysis No field-specific location recorded Version: preprint archived 2025-08-23 | missing or unspecified No individual claim review recorded paper compilation Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.population Not reported Context-only references | scELMo: Embeddings from Language Models are Good Learners for Single-cell Data Analysis No field-specific location recorded Version: preprint archived 2025-08-23 | missing or unspecified No individual claim review recorded paper compilation Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.protocol_id Not reported Context-only references | scELMo: Embeddings from Language Models are Good Learners for Single-cell Data Analysis No field-specific location recorded Version: preprint archived 2025-08-23 | missing or unspecified No individual claim review recorded paper compilation Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.split Not reported Context-only references | scELMo: Embeddings from Language Models are Good Learners for Single-cell Data Analysis No field-specific location recorded Version: preprint archived 2025-08-23 | missing or unspecified No individual claim review recorded paper compilation Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.origin paper_compilation Context-only references | scELMo: Embeddings from Language Models are Good Learners for Single-cell Data Analysis No field-specific location recorded Version: preprint archived 2025-08-23 | not individually reviewed No individual claim review recorded paper compilation Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
View linked audit checks and correction history
Release 2026-09-29-06401fd5b220 · Record review: needs review
Stable ID: evaluation-lit-030