Dataset subset

hESC

Source-defined subset: hESC. Exact membership and scoring coverage remain as reported in the cited artifact.

Evaluation results

Release 2026-09-19-eb6149e5d766 · 36 evaluations · 36 metric rows. Different protocols are not a single leaderboard. Charts retain each source table’s protocol and dataset.

Evaluation setupMetricEvidence origin

Results grouped by the exact reported evaluation
Metric and finding	Coverage and uncertainty	Evidence
PPCOR · BEELINE 2020 Figure 5 · hESC Configuration: PPCORProtocol: BEELINE 2020 Figure 5 · hESC · {"reference_network":"Non-specific ChIP-Seq","gene_selection":"TFs+500"}Dataset subset: hESC BEELINE 2020 Figure 5 Author-reported evaluation · Evaluation metadata: discovered
1.23 Early Precision Ratio Unit: ratio · Direction: higher Aggregation: unreported	Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported	source checkedBEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 5 source CSV row 22, column 10 Source checking is not independent reproduction.
SINCERITIES · BEELINE 2020 Figure 5 · hESC Configuration: SINCERITIESProtocol: BEELINE 2020 Figure 5 · hESC · {"reference_network":"STRING","gene_selection":"TFs+1000"}Dataset subset: hESC BEELINE 2020 Figure 5 Author-reported evaluation · Evaluation metadata: discovered
0.68 Early Precision Ratio Unit: ratio · Direction: higher Aggregation: unreported	Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported	source checkedBEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 5 source CSV row 20, column 20 Source checking is not independent reproduction.
SCODE · BEELINE 2020 Figure 5 · hESC Configuration: SCODEProtocol: BEELINE 2020 Figure 5 · hESC · {"reference_network":"Non-specific ChIP-Seq","gene_selection":"TFs+500"}Dataset subset: hESC BEELINE 2020 Figure 5 Author-reported evaluation · Evaluation metadata: discovered
1.02 Early Precision Ratio Unit: ratio · Direction: higher Aggregation: unreported	Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported	source checkedBEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 5 source CSV row 22, column 9 Source checking is not independent reproduction.
GRNBOOST2 · BEELINE 2020 Figure 5 · hESC Configuration: GRNBOOST2Protocol: BEELINE 2020 Figure 5 · hESC · {"reference_network":"Non-specific ChIP-Seq","gene_selection":"TFs+1000"}Dataset subset: hESC BEELINE 2020 Figure 5 Author-reported evaluation · Evaluation metadata: discovered
1.56 Early Precision Ratio Unit: ratio · Direction: higher Aggregation: unreported	Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported	source checkedBEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 5 source CSV row 22, column 17 Source checking is not independent reproduction.
PIDC · BEELINE 2020 Figure 5 · hESC Configuration: PIDCProtocol: BEELINE 2020 Figure 5 · hESC · {"reference_network":"STRING","gene_selection":"TFs+1000"}Dataset subset: hESC BEELINE 2020 Figure 5 Author-reported evaluation · Evaluation metadata: discovered
4.12 Early Precision Ratio Unit: ratio · Direction: higher Aggregation: unreported	Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported	source checkedBEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 5 source CSV row 20, column 15 Source checking is not independent reproduction.
PPCOR · BEELINE 2020 Figure 5 · hESC Configuration: PPCORProtocol: BEELINE 2020 Figure 5 · hESC · {"reference_network":"Cell-type specific ChIP-Seq","gene_selection":"TFs+500"}Dataset subset: hESC BEELINE 2020 Figure 5 Author-reported evaluation · Evaluation metadata: discovered
1.06 Early Precision Ratio Unit: ratio · Direction: higher Aggregation: unreported	Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported	source checkedBEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 5 source CSV row 24, column 10 Source checking is not independent reproduction.
SCODE · BEELINE 2020 Figure 5 · hESC Configuration: SCODEProtocol: BEELINE 2020 Figure 5 · hESC · {"reference_network":"STRING","gene_selection":"TFs+500"}Dataset subset: hESC BEELINE 2020 Figure 5 Author-reported evaluation · Evaluation metadata: discovered
1.41 Early Precision Ratio Unit: ratio · Direction: higher Aggregation: unreported	Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported	source checkedBEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 5 source CSV row 20, column 9 Source checking is not independent reproduction.
GRNBOOST2 · BEELINE 2020 Figure 5 · hESC Configuration: GRNBOOST2Protocol: BEELINE 2020 Figure 5 · hESC · {"reference_network":"Cell-type specific ChIP-Seq","gene_selection":"TFs+1000"}Dataset subset: hESC BEELINE 2020 Figure 5 Author-reported evaluation · Evaluation metadata: discovered
0.93 Early Precision Ratio Unit: ratio · Direction: higher Aggregation: unreported	Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported	source checkedBEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 5 source CSV row 24, column 17 Source checking is not independent reproduction.
GENIE3 · BEELINE 2020 Figure 5 · hESC Configuration: GENIE3Protocol: BEELINE 2020 Figure 5 · hESC · {"reference_network":"Non-specific ChIP-Seq","gene_selection":"TFs+500"}Dataset subset: hESC BEELINE 2020 Figure 5 Author-reported evaluation · Evaluation metadata: discovered
1.8 Early Precision Ratio Unit: ratio · Direction: higher Aggregation: unreported	Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported	source checkedBEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 5 source CSV row 22, column 7 Source checking is not independent reproduction.
SINCERITIES · BEELINE 2020 Figure 5 · hESC Configuration: SINCERITIESProtocol: BEELINE 2020 Figure 5 · hESC · {"reference_network":"Cell-type specific ChIP-Seq","gene_selection":"TFs+1000"}Dataset subset: hESC BEELINE 2020 Figure 5 Author-reported evaluation · Evaluation metadata: discovered
1.69 Early Precision Ratio Unit: ratio · Direction: higher Aggregation: unreported	Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported	source checkedBEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 5 source CSV row 24, column 20 Source checking is not independent reproduction.
PPCOR · BEELINE 2020 Figure 5 · hESC Configuration: PPCORProtocol: BEELINE 2020 Figure 5 · hESC · {"reference_network":"STRING","gene_selection":"TFs+1000"}Dataset subset: hESC BEELINE 2020 Figure 5 Author-reported evaluation · Evaluation metadata: discovered
1.28 Early Precision Ratio Unit: ratio · Direction: higher Aggregation: unreported	Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported	source checkedBEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 5 source CSV row 20, column 19 Source checking is not independent reproduction.
SINCERITIES · BEELINE 2020 Figure 5 · hESC Configuration: SINCERITIESProtocol: BEELINE 2020 Figure 5 · hESC · {"reference_network":"Cell-type specific ChIP-Seq","gene_selection":"TFs+500"}Dataset subset: hESC BEELINE 2020 Figure 5 Author-reported evaluation · Evaluation metadata: discovered
0 Early Precision Ratio Unit: ratio · Direction: higher Aggregation: unreported	Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported	source checkedBEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 5 source CSV row 24, column 11 Source checking is not independent reproduction.
SCODE · BEELINE 2020 Figure 5 · hESC Configuration: SCODEProtocol: BEELINE 2020 Figure 5 · hESC · {"reference_network":"Cell-type specific ChIP-Seq","gene_selection":"TFs+1000"}Dataset subset: hESC BEELINE 2020 Figure 5 Author-reported evaluation · Evaluation metadata: discovered
1.47 Early Precision Ratio Unit: ratio · Direction: higher Aggregation: unreported	Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported	source checkedBEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 5 source CSV row 24, column 18 Source checking is not independent reproduction.
PPCOR · BEELINE 2020 Figure 5 · hESC Configuration: PPCORProtocol: BEELINE 2020 Figure 5 · hESC · {"reference_network":"Non-specific ChIP-Seq","gene_selection":"TFs+1000"}Dataset subset: hESC BEELINE 2020 Figure 5 Author-reported evaluation · Evaluation metadata: discovered
1.38 Early Precision Ratio Unit: ratio · Direction: higher Aggregation: unreported	Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported	source checkedBEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 5 source CSV row 22, column 19 Source checking is not independent reproduction.
GRNBOOST2 · BEELINE 2020 Figure 5 · hESC Configuration: GRNBOOST2Protocol: BEELINE 2020 Figure 5 · hESC · {"reference_network":"STRING","gene_selection":"TFs+500"}Dataset subset: hESC BEELINE 2020 Figure 5 Author-reported evaluation · Evaluation metadata: discovered
3.08 Early Precision Ratio Unit: ratio · Direction: higher Aggregation: unreported	Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported	source checkedBEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 5 source CSV row 20, column 8 Source checking is not independent reproduction.
SCODE · BEELINE 2020 Figure 5 · hESC Configuration: SCODEProtocol: BEELINE 2020 Figure 5 · hESC · {"reference_network":"Cell-type specific ChIP-Seq","gene_selection":"TFs+500"}Dataset subset: hESC BEELINE 2020 Figure 5 Author-reported evaluation · Evaluation metadata: discovered
1.02 Early Precision Ratio Unit: ratio · Direction: higher Aggregation: unreported	Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported	source checkedBEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 5 source CSV row 24, column 9 Source checking is not independent reproduction.
PIDC · BEELINE 2020 Figure 5 · hESC Configuration: PIDCProtocol: BEELINE 2020 Figure 5 · hESC · {"reference_network":"Cell-type specific ChIP-Seq","gene_selection":"TFs+500"}Dataset subset: hESC BEELINE 2020 Figure 5 Author-reported evaluation · Evaluation metadata: discovered
0.91 Early Precision Ratio Unit: ratio · Direction: higher Aggregation: unreported	Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported	source checkedBEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 5 source CSV row 24, column 6 Source checking is not independent reproduction.
GENIE3 · BEELINE 2020 Figure 5 · hESC Configuration: GENIE3Protocol: BEELINE 2020 Figure 5 · hESC · {"reference_network":"Cell-type specific ChIP-Seq","gene_selection":"TFs+500"}Dataset subset: hESC BEELINE 2020 Figure 5 Author-reported evaluation · Evaluation metadata: discovered
0.95 Early Precision Ratio Unit: ratio · Direction: higher Aggregation: unreported	Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported	source checkedBEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 5 source CSV row 24, column 7 Source checking is not independent reproduction.
GRNBOOST2 · BEELINE 2020 Figure 5 · hESC Configuration: GRNBOOST2Protocol: BEELINE 2020 Figure 5 · hESC · {"reference_network":"STRING","gene_selection":"TFs+1000"}Dataset subset: hESC BEELINE 2020 Figure 5 Author-reported evaluation · Evaluation metadata: discovered
3.45 Early Precision Ratio Unit: ratio · Direction: higher Aggregation: unreported	Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported	source checkedBEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 5 source CSV row 20, column 17 Source checking is not independent reproduction.
SINCERITIES · BEELINE 2020 Figure 5 · hESC Configuration: SINCERITIESProtocol: BEELINE 2020 Figure 5 · hESC · {"reference_network":"Non-specific ChIP-Seq","gene_selection":"TFs+500"}Dataset subset: hESC BEELINE 2020 Figure 5 Author-reported evaluation · Evaluation metadata: discovered
0 Early Precision Ratio Unit: ratio · Direction: higher Aggregation: unreported	Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported	source checkedBEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 5 source CSV row 22, column 11 Source checking is not independent reproduction.
GENIE3 · BEELINE 2020 Figure 5 · hESC Configuration: GENIE3Protocol: BEELINE 2020 Figure 5 · hESC · {"reference_network":"STRING","gene_selection":"TFs+1000"}Dataset subset: hESC BEELINE 2020 Figure 5 Author-reported evaluation · Evaluation metadata: discovered
3.66 Early Precision Ratio Unit: ratio · Direction: higher Aggregation: unreported	Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported	source checkedBEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 5 source CSV row 20, column 16 Source checking is not independent reproduction.
PIDC · BEELINE 2020 Figure 5 · hESC Configuration: PIDCProtocol: BEELINE 2020 Figure 5 · hESC · {"reference_network":"Non-specific ChIP-Seq","gene_selection":"TFs+1000"}Dataset subset: hESC BEELINE 2020 Figure 5 Author-reported evaluation · Evaluation metadata: discovered
2.11 Early Precision Ratio Unit: ratio · Direction: higher Aggregation: unreported	Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported	source checkedBEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 5 source CSV row 22, column 15 Source checking is not independent reproduction.
GRNBOOST2 · BEELINE 2020 Figure 5 · hESC Configuration: GRNBOOST2Protocol: BEELINE 2020 Figure 5 · hESC · {"reference_network":"Cell-type specific ChIP-Seq","gene_selection":"TFs+500"}Dataset subset: hESC BEELINE 2020 Figure 5 Author-reported evaluation · Evaluation metadata: discovered
0.93 Early Precision Ratio Unit: ratio · Direction: higher Aggregation: unreported	Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported	source checkedBEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 5 source CSV row 24, column 8 Source checking is not independent reproduction.
SCODE · BEELINE 2020 Figure 5 · hESC Configuration: SCODEProtocol: BEELINE 2020 Figure 5 · hESC · {"reference_network":"STRING","gene_selection":"TFs+1000"}Dataset subset: hESC BEELINE 2020 Figure 5 Author-reported evaluation · Evaluation metadata: discovered
1.06 Early Precision Ratio Unit: ratio · Direction: higher Aggregation: unreported	Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported	source checkedBEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 5 source CSV row 20, column 18 Source checking is not independent reproduction.
PPCOR · BEELINE 2020 Figure 5 · hESC Configuration: PPCORProtocol: BEELINE 2020 Figure 5 · hESC · {"reference_network":"Cell-type specific ChIP-Seq","gene_selection":"TFs+1000"}Dataset subset: hESC BEELINE 2020 Figure 5 Author-reported evaluation · Evaluation metadata: discovered
1.14 Early Precision Ratio Unit: ratio · Direction: higher Aggregation: unreported	Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported	source checkedBEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 5 source CSV row 24, column 19 Source checking is not independent reproduction.

Subset and evaluation context

This record describes a particular subset or cohort used in an evaluation. Its results do not describe the full dataset.

Evidence table

Inspect claims, sources and review details

Trace each statement to its source and review. A context-only reference supports the record generally; it does not verify an individual field. Source checking does not reproduce an experiment.

One row per statement and cited source. Multiple citations are not independent evaluations. Shared locators are labelled explicitly.

3 evidence rows matching the loaded filters

Claims, original sources and review scope · Release 2026-09-19-eb6149e5d766
Property and statement	Original source and location	Review and provenance
attributes.source_locator Figure 5 source CSV row 20, column 6 Context-only references	BEELINE: 10.1038/s41592-019-0690-6 source data published 2020 Original source ↗ Figure 5 source CSV row 20, column 6 Version: 10.1038/s41592-019-0690-6 source data published 2020 Retrieved: 2026-09-19	not individually reviewed No individual claim review recorded Audit details Field: `attributes.source_locator` Source artifact SHA-256: `1f6a38649aa1fc1d90522e3d09f85f7e5714cc80c585ef679ed7603d7a1c7b70` Hash scope: Exact downloaded bytes, before optional gzip storage Inspected artifact
description Source-defined subset: hESC. Exact membership and scoring coverage remain as reported in the cited artifact. Context-only references	BEELINE: 10.1038/s41592-019-0690-6 source data published 2020 Original source ↗ Figure 5 source CSV row 20, column 6 Version: 10.1038/s41592-019-0690-6 source data published 2020 Retrieved: 2026-09-19	not individually reviewed No individual claim review recorded Audit details Field: `description` Source artifact SHA-256: `1f6a38649aa1fc1d90522e3d09f85f7e5714cc80c585ef679ed7603d7a1c7b70` Hash scope: Exact downloaded bytes, before optional gzip storage Inspected artifact
name hESC Context-only references	BEELINE: 10.1038/s41592-019-0690-6 source data published 2020 Original source ↗ Figure 5 source CSV row 20, column 6 Version: 10.1038/s41592-019-0690-6 source data published 2020 Retrieved: 2026-09-19	not individually reviewed No individual claim review recorded Audit details Field: `name` Source artifact SHA-256: `1f6a38649aa1fc1d90522e3d09f85f7e5714cc80c585ef679ed7603d7a1c7b70` Hash scope: Exact downloaded bytes, before optional gzip storage Inspected artifact

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Sources and history

View linked audit checks and correction history

Release 2026-09-19-eb6149e5d766 · Record review: discovered

1 source records and release history

BEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Original source · 10.1038/s41592-019-0690-6 source data published 2020

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Technical metadata and extraction receipts

Stable ID: acquired-dataset-65ec1a2e5ff66c7e38c6

source locator: Figure 5 source CSV row 20, column 6
missing metadata: split manifest: unextracted

Related records

dataset: PPCOR · BEELINE 2020 Figure 5 · hESC
dataset: PPCOR · BEELINE 2020 Figure 5 · hESC
dataset: GENIE3 · BEELINE 2020 Figure 5 · hESC
dataset: GRNBOOST2 · BEELINE 2020 Figure 5 · hESC
dataset: GENIE3 · BEELINE 2020 Figure 5 · hESC
dataset: GENIE3 · BEELINE 2020 Figure 5 · hESC
dataset: GENIE3 · BEELINE 2020 Figure 5 · hESC
dataset: SCODE · BEELINE 2020 Figure 5 · hESC
dataset: PIDC · BEELINE 2020 Figure 5 · hESC
dataset: SCODE · BEELINE 2020 Figure 5 · hESC
dataset: GRNBOOST2 · BEELINE 2020 Figure 5 · hESC
dataset: GENIE3 · BEELINE 2020 Figure 5 · hESC
dataset: SINCERITIES · BEELINE 2020 Figure 5 · hESC
dataset: PIDC · BEELINE 2020 Figure 5 · hESC
dataset: PIDC · BEELINE 2020 Figure 5 · hESC
dataset: SCODE · BEELINE 2020 Figure 5 · hESC
dataset: GRNBOOST2 · BEELINE 2020 Figure 5 · hESC
dataset: PIDC · BEELINE 2020 Figure 5 · hESC
dataset: PPCOR · BEELINE 2020 Figure 5 · hESC
dataset: GRNBOOST2 · BEELINE 2020 Figure 5 · hESC
dataset: SCODE · BEELINE 2020 Figure 5 · hESC
dataset: GRNBOOST2 · BEELINE 2020 Figure 5 · hESC
dataset: SINCERITIES · BEELINE 2020 Figure 5 · hESC
dataset: PPCOR · BEELINE 2020 Figure 5 · hESC
dataset: SCODE · BEELINE 2020 Figure 5 · hESC
dataset: SINCERITIES · BEELINE 2020 Figure 5 · hESC
dataset: PIDC · BEELINE 2020 Figure 5 · hESC
dataset: GRNBOOST2 · BEELINE 2020 Figure 5 · hESC
dataset: GENIE3 · BEELINE 2020 Figure 5 · hESC
dataset: PPCOR · BEELINE 2020 Figure 5 · hESC
dataset: PPCOR · BEELINE 2020 Figure 5 · hESC
dataset: PIDC · BEELINE 2020 Figure 5 · hESC
dataset: SCODE · BEELINE 2020 Figure 5 · hESC
dataset: SINCERITIES · BEELINE 2020 Figure 5 · hESC
dataset: SINCERITIES · BEELINE 2020 Figure 5 · hESC
dataset: SINCERITIES · BEELINE 2020 Figure 5 · hESC

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