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 |
|---|---|---|---|
| Pipeline: scRegNet (Geneformer backbone) | Task: Gene-regulatory link prediction Dataset: hESC cell-type-specific GRN | 0.89 AUROC unitless · unknown Uncertainty: ± 0.00 (type not stated). as printed Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourcescRegNet (Geneformer backbone): Gene-regulatory link prediction TFs plus 500 variable genes; mean from 50 independent evaluations. Aggregation: Not reported Prediction of Gene Regulatory Connections with Joint Single-Cell Foundation Models and Graph-Based Learning · Table 2, scRegNet (w/ Geneformer) row, hESC AUROC entry |
Source checking is not independent reproduction. Release 2026-11-02-a7f03c9e55a5.
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Release 2026-11-02-a7f03c9e55a5 · Evidence verified: Not verified
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TFs plus 500 variable genes; mean from 50 independent evaluations.
Metadata review: needs review. Unreported conditions prevent automatic comparisons.
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16 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| Comparison: adaptation Not reported Context-only references | Prediction of Gene Regulatory Connections with Joint Single-Cell Foundation Models and Graph-Based Learning No field-specific location recorded Version: PMC11838224.2 | 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 |
| Comparison: aggregation Not reported Context-only references | Prediction of Gene Regulatory Connections with Joint Single-Cell Foundation Models and Graph-Based Learning No field-specific location recorded Version: PMC11838224.2 | 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 |
| Comparison: budget Not reported Context-only references | Prediction of Gene Regulatory Connections with Joint Single-Cell Foundation Models and Graph-Based Learning No field-specific location recorded Version: PMC11838224.2 | 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 |
| Comparison: dataset version Not reported Context-only references | Prediction of Gene Regulatory Connections with Joint Single-Cell Foundation Models and Graph-Based Learning No field-specific location recorded Version: PMC11838224.2 | 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 |
| Comparison: inputs Not reported Context-only references | Prediction of Gene Regulatory Connections with Joint Single-Cell Foundation Models and Graph-Based Learning No field-specific location recorded Version: PMC11838224.2 | 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 |
| Comparison: metric implementation Not reported Context-only references | Prediction of Gene Regulatory Connections with Joint Single-Cell Foundation Models and Graph-Based Learning No field-specific location recorded Version: PMC11838224.2 | 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 |
| Comparison: population Not reported Context-only references | Prediction of Gene Regulatory Connections with Joint Single-Cell Foundation Models and Graph-Based Learning No field-specific location recorded Version: PMC11838224.2 | 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 |
| Comparison: protocol id Not reported Context-only references | Prediction of Gene Regulatory Connections with Joint Single-Cell Foundation Models and Graph-Based Learning No field-specific location recorded Version: PMC11838224.2 | 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 |
| Comparison: split Not reported Context-only references | Prediction of Gene Regulatory Connections with Joint Single-Cell Foundation Models and Graph-Based Learning No field-specific location recorded Version: PMC11838224.2 | 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 |
| Origin author_reported Context-only references | Prediction of Gene Regulatory Connections with Joint Single-Cell Foundation Models and Graph-Based Learning No field-specific location recorded Version: PMC11838224.2 | 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 |
Release 2026-11-02-a7f03c9e55a5 · Record review: needs review
Stable ID: evaluation-lit-031