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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: GREmLN | Task: cell-type annotation Dataset: non-immune cells | 0.937 F1 fraction · unknown Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceZero-shot cell-type annotation using pre-trained cellular graph foundation model Aggregation: Not reported GREmLN: A Cellular Graph Structure Aware Transcriptomics Foundation Model · Table 2, Cell type annotation(zero-shot), Non-immune cells, F1 row, GREmLN column |
Source checking is not independent reproduction. Release 2026-09-29-06401fd5b220.
Zero-shot cell-type annotation using pre-trained cellular graph foundation model
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 | GREmLN: A Cellular Graph Structure Aware Transcriptomics Foundation Model No field-specific location recorded Version: preprint version in PMC | missing or unspecified No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.aggregation Not reported Context-only references | GREmLN: A Cellular Graph Structure Aware Transcriptomics Foundation Model No field-specific location recorded Version: preprint version in PMC | missing or unspecified No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.budget Not reported Context-only references | GREmLN: A Cellular Graph Structure Aware Transcriptomics Foundation Model No field-specific location recorded Version: preprint version in PMC | missing or unspecified No individual claim review recorded author reported 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 | GREmLN: A Cellular Graph Structure Aware Transcriptomics Foundation Model No field-specific location recorded Version: preprint version in PMC | missing or unspecified No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.inputs Not reported Context-only references | GREmLN: A Cellular Graph Structure Aware Transcriptomics Foundation Model No field-specific location recorded Version: preprint version in PMC | missing or unspecified No individual claim review recorded author reported 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 | GREmLN: A Cellular Graph Structure Aware Transcriptomics Foundation Model No field-specific location recorded Version: preprint version in PMC | missing or unspecified No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.population Not reported Context-only references | GREmLN: A Cellular Graph Structure Aware Transcriptomics Foundation Model No field-specific location recorded Version: preprint version in PMC | missing or unspecified No individual claim review recorded author reported 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 | GREmLN: A Cellular Graph Structure Aware Transcriptomics Foundation Model No field-specific location recorded Version: preprint version in PMC | missing or unspecified No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.split zero-shot Context-only references | GREmLN: A Cellular Graph Structure Aware Transcriptomics Foundation Model No field-specific location recorded Version: preprint version in PMC | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.origin author_reported Context-only references | GREmLN: A Cellular Graph Structure Aware Transcriptomics Foundation Model No field-specific location recorded Version: preprint version in PMC | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
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Release 2026-09-29-06401fd5b220 · Record review: needs review
Stable ID: evaluation-lit-b4-014