hESC cell-type-specific GRN
Evaluation results
Release 2026-09-16-d74d282221a9 · 2 evaluations · 2 metric rows. Different protocols are not a single leaderboard.
| Metric and finding | Coverage and uncertainty | Evidence |
|---|---|---|
| scRegNet (Geneformer backbone): Gene-regulatory link prediction Model: scRegNet (Geneformer backbone) · Benchmark: Gene-regulatory link prediction · Dataset: hESC cell-type-specific GRN TFs plus 500 variable genes; mean from 50 independent evaluations. Author-reported evaluation · Evaluation metadata: needs review | ||
| 0.89 AUROC Unit: unitless · Direction: unknown | Uncertainty: ± 0.00 as printed Scored: Not reported · Eligible: Not reported | source checkedPrediction 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. |
| scRegNet (scBERT backbone): Gene-regulatory link prediction Model: scRegNet (scBERT backbone) · Benchmark: Gene-regulatory link prediction · Dataset: hESC cell-type-specific GRN TFs plus 500 variable genes; mean from 50 independent evaluations. Author-reported evaluation · Evaluation metadata: needs review | ||
| 0.88 AUROC Unit: unitless · Direction: unknown | Uncertainty: ± 0.00 as printed Scored: Not reported · Eligible: Not reported | source checkedPrediction of Gene Regulatory Connections with Joint Single-Cell Foundation Models and Graph-Based Learning · Table 2, scRegNet (w/ scBERT) row, hESC AUROC entry Source checking is not independent reproduction. |
Sources and history
Release 2026-09-16-d74d282221a9 · Record review: needs review
- Prediction of Gene Regulatory Connections with Joint Single-Cell Foundation Models and Graph-Based Learning · Original source · PMC11838224.2
Technical metadata and extraction receipts
Stable ID: reported-dataset-2ad2fad5e1cd0a
- areas
- cells-tissues
- version
- Not reported
- split
- Not reported
- missing metadata
- version: not_reported_in_legacy_extract; split: not_reported_in_legacy_extract; accession: not_reported_in_legacy_extract