Result

0.93 Early Precision Ratio

GRNBOOST2 · Early Precision Ratio · hESC

Tested configuration: GRNBOOST2
Protocol: BEELINE 2020 Figure 5 · hESC · {"reference_network":"Cell-type specific ChIP-Seq","gene_selection":"TFs+1000"}
Dataset subset: hESC
Procedure: BEELINE 2020 Figure 5
Evaluation: GRNBOOST2 · BEELINE 2020 Figure 5 · hESC
Evidence: Author-reported evaluation · source checkedBEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 5 source CSV row 24, column 17

A source-checked result verifies the numerical transcription, not every model or protocol detail. Evaluation metadata: discovered. Source checked does not mean independently reproduced.

Evaluation results

Release 2026-09-19-eb6149e5d766 · 1 evaluation · 1 metric row. 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
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.

Methods and reproduction

BEELINE 2020 Figure 5; hESC. Source checked, not independently reproduced.

configuration: GRNBOOST2
protocol: BEELINE 2020 Figure 5 · hESC · {"reference_network":"Cell-type specific ChIP-Seq","gene_selection":"TFs+1000"}
dataset subset: hESC
Split: hESC
Adaptation: unreported
Scoring implementation: Not reported

No execution recipe has been verified for this exact configuration and evaluation. A benchmark's general instructions may use different inputs, splits or model settings.

Access requirements and official instructions: BEELINE 2020 Figure 5 · hESC · {"reference_network":"Cell-type specific ChIP-Seq","gene_selection":"TFs+1000"}

Reproducing this published result requires matching its model configuration, data, split and scorer. Source checking or a successful smoke test does not establish score reproduction.

Evidence table

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1 evidence row 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
Reported result 0.93 Individual claims	BEELINE: 10.1038/s41592-019-0690-6 source data published 2020 Original source ↗ Figure 5 source CSV row 24, column 17 Version: 10.1038/s41592-019-0690-6 source data published 2020 Retrieved: 2026-09-19	source checked independent automated cell check and ai scope review · 2026-09-19 author reported Audit details Transcription checked independently. No human review or scientific reproduction claimed. Field: `attributes.printed_value` Source artifact SHA-256: `1f6a38649aa1fc1d90522e3d09f85f7e5714cc80c585ef679ed7603d7a1c7b70` Hash scope: Exact downloaded bytes, before optional gzip storage Inspected artifact Extraction artifact SHA-256: `1f6a38649aa1fc1d90522e3d09f85f7e5714cc80c585ef679ed7603d7a1c7b70`

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Sources and history

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Release 2026-09-19-eb6149e5d766 · Record review: source checked

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-result-2a5a8a112ba117c8a750

metric: Early Precision Ratio
metric direction: higher
unit: ratio
printed value: 0.93
numeric value: 0.93
uncertainty: status: unreported
aggregation: unreported
scoring conditions: gene selection: TFs+1000; network density printed: 0.17; network genes: 1260; reference network: Cell-type specific ChIP-Seq; transcription factors: 34
source locator: Figure 5 source CSV row 24, column 17
acquisition candidate id: candidate-5a2658d436c689e69e3b
missing metadata: denominator: unreported
review: method: independent_automated_cell_check_and_ai_scope_review; date: 2026-09-19; artifact sha256: 1f6a38649aa1fc1d90522e3d09f85f7e5714cc80c585ef679ed7603d7a1c7b70; receipt: data/omics/acquisition/2026-09-19/cells-networks/; notes: Transcription checked independently. No human review or scientific reproduction claimed.

Related records

evaluation: GRNBOOST2 · BEELINE 2020 Figure 5 · hESC

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