Dataset subset

LL

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

Evaluation results

Release 2026-09-19-eb6149e5d766 · 12 evaluations · 24 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
GRNBOOST2 · BEELINE 2020 Figure 2 · LL Configuration: GRNBOOST2Protocol: BEELINE 2020 Figure 2 · LL · {}Dataset subset: LL BEELINE 2020 Figure 2 Author-reported evaluation · Evaluation metadata: discovered
6.160198366 AUPRC Ratio Unit: ratio · Direction: higher Aggregation: Median across source-described simulation datasets	Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported	source checkedBEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 2 source CSV row 10, column 4 Source checking is not independent reproduction.
0.44 Stability Across Datasets Unit: fraction · Direction: higher Aggregation: Median across source-described simulation datasets	Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported	source checkedBEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 2 source CSV row 10, column 10 Source checking is not independent reproduction.
GENIE3 · BEELINE 2020 Figure 2 · LL Configuration: GENIE3Protocol: BEELINE 2020 Figure 2 · LL · {}Dataset subset: LL BEELINE 2020 Figure 2 Author-reported evaluation · Evaluation metadata: discovered
5.619324385 AUPRC Ratio Unit: ratio · Direction: higher Aggregation: Median across source-described simulation datasets	Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported	source checkedBEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 2 source CSV row 8, column 4 Source checking is not independent reproduction.
0.714285714 Stability Across Datasets Unit: fraction · Direction: higher Aggregation: Median across source-described simulation datasets	Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported	source checkedBEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 2 source CSV row 8, column 10 Source checking is not independent reproduction.
SCODE · BEELINE 2020 Figure 2 · LL Configuration: SCODEProtocol: BEELINE 2020 Figure 2 · LL · {}Dataset subset: LL BEELINE 2020 Figure 2 Author-reported evaluation · Evaluation metadata: discovered
1.244995561 AUPRC Ratio Unit: ratio · Direction: higher Aggregation: Median across source-described simulation datasets	Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported	source checkedBEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 2 source CSV row 14, column 4 Source checking is not independent reproduction.
0.714285714 Stability Across Datasets Unit: fraction · Direction: higher Aggregation: Median across source-described simulation datasets	Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported	source checkedBEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 2 source CSV row 14, column 10 Source checking is not independent reproduction.
SCNS · BEELINE 2020 Figure 2 · LL Configuration: SCNSProtocol: BEELINE 2020 Figure 2 · LL · {}Dataset subset: LL BEELINE 2020 Figure 2 Author-reported evaluation · Evaluation metadata: discovered
0.55 Stability Across Datasets Unit: fraction · Direction: higher Aggregation: Median across source-described simulation datasets	Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported	source checkedBEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 2 source CSV row 13, column 10 Source checking is not independent reproduction.
3.420323869 AUPRC Ratio Unit: ratio · Direction: higher Aggregation: Median across source-described simulation datasets	Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported	source checkedBEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 2 source CSV row 13, column 4 Source checking is not independent reproduction.
LEAP · BEELINE 2020 Figure 2 · LL Configuration: LEAPProtocol: BEELINE 2020 Figure 2 · LL · {}Dataset subset: LL BEELINE 2020 Figure 2 Author-reported evaluation · Evaluation metadata: discovered
0.565217391 Stability Across Datasets Unit: fraction · Direction: higher Aggregation: Median across source-described simulation datasets	Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported	source checkedBEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 2 source CSV row 9, column 10 Source checking is not independent reproduction.
7.408954071 AUPRC Ratio Unit: ratio · Direction: higher Aggregation: Median across source-described simulation datasets	Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported	source checkedBEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 2 source CSV row 9, column 4 Source checking is not independent reproduction.
GRISLI · BEELINE 2020 Figure 2 · LL Configuration: GRISLIProtocol: BEELINE 2020 Figure 2 · LL · {}Dataset subset: LL BEELINE 2020 Figure 2 Author-reported evaluation · Evaluation metadata: discovered
0.24137931 Stability Across Datasets Unit: fraction · Direction: higher Aggregation: Median across source-described simulation datasets	Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported	source checkedBEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 2 source CSV row 11, column 10 Source checking is not independent reproduction.
2.561625325 AUPRC Ratio Unit: ratio · Direction: higher Aggregation: Median across source-described simulation datasets	Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported	source checkedBEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 2 source CSV row 11, column 4 Source checking is not independent reproduction.
SINGE · BEELINE 2020 Figure 2 · LL Configuration: SINGEProtocol: BEELINE 2020 Figure 2 · LL · {}Dataset subset: LL BEELINE 2020 Figure 2 Author-reported evaluation · Evaluation metadata: discovered
0.090909091 Stability Across Datasets Unit: fraction · Direction: higher Aggregation: Median across source-described simulation datasets	Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported	source checkedBEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 2 source CSV row 5, column 10 Source checking is not independent reproduction.
2.895290569 AUPRC Ratio Unit: ratio · Direction: higher Aggregation: Median across source-described simulation datasets	Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported	source checkedBEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 2 source CSV row 5, column 4 Source checking is not independent reproduction.
PIDC · BEELINE 2020 Figure 2 · LL Configuration: PIDCProtocol: BEELINE 2020 Figure 2 · LL · {}Dataset subset: LL BEELINE 2020 Figure 2 Author-reported evaluation · Evaluation metadata: discovered
0.5 Stability Across Datasets Unit: fraction · Direction: higher Aggregation: Median across source-described simulation datasets	Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported	source checkedBEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 2 source CSV row 7, column 10 Source checking is not independent reproduction.
8.390999842 AUPRC Ratio Unit: ratio · Direction: higher Aggregation: Median across source-described simulation datasets	Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported	source checkedBEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 2 source CSV row 7, column 4 Source checking is not independent reproduction.
GRNVBEM · BEELINE 2020 Figure 2 · LL Configuration: GRNVBEMProtocol: BEELINE 2020 Figure 2 · LL · {}Dataset subset: LL BEELINE 2020 Figure 2 Author-reported evaluation · Evaluation metadata: discovered
0.805555556 Stability Across Datasets Unit: fraction · Direction: higher Aggregation: Median across source-described simulation datasets	Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported	source checkedBEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 2 source CSV row 12, column 10 Source checking is not independent reproduction.
7.644011116 AUPRC Ratio Unit: ratio · Direction: higher Aggregation: Median across source-described simulation datasets	Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported	source checkedBEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 2 source CSV row 12, column 4 Source checking is not independent reproduction.
SINCERITIES · BEELINE 2020 Figure 2 · LL Configuration: SINCERITIESProtocol: BEELINE 2020 Figure 2 · LL · {}Dataset subset: LL BEELINE 2020 Figure 2 Author-reported evaluation · Evaluation metadata: discovered
10.44809409 AUPRC Ratio Unit: ratio · Direction: higher Aggregation: Median across source-described simulation datasets	Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported	source checkedBEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 2 source CSV row 3, column 4 Source checking is not independent reproduction.
0.285714286 Stability Across Datasets Unit: fraction · Direction: higher Aggregation: Median across source-described simulation datasets	Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported	source checkedBEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 2 source CSV row 3, column 10 Source checking is not independent reproduction.
PPCOR · BEELINE 2020 Figure 2 · LL Configuration: PPCORProtocol: BEELINE 2020 Figure 2 · LL · {}Dataset subset: LL BEELINE 2020 Figure 2 Author-reported evaluation · Evaluation metadata: discovered
7.715984682 AUPRC Ratio Unit: ratio · Direction: higher Aggregation: Median across source-described simulation datasets	Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported	source checkedBEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 2 source CSV row 6, column 4 Source checking is not independent reproduction.
0.636363636 Stability Across Datasets Unit: fraction · Direction: higher Aggregation: Median across source-described simulation datasets	Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported	source checkedBEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 2 source CSV row 6, column 10 Source checking is not independent reproduction.
SCRIBE · BEELINE 2020 Figure 2 · LL Configuration: SCRIBEProtocol: BEELINE 2020 Figure 2 · LL · {}Dataset subset: LL BEELINE 2020 Figure 2 Author-reported evaluation · Evaluation metadata: discovered
0.2 Stability Across Datasets Unit: fraction · Direction: higher Aggregation: Median across source-described simulation datasets	Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported	source checkedBEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 2 source CSV row 4, column 10 Source checking is not independent reproduction.
4.71928059 AUPRC Ratio Unit: ratio · Direction: higher Aggregation: Median across source-described simulation datasets	Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported	source checkedBEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 2 source CSV row 4, column 4 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 2 source CSV row 3, column 4 Context-only references	BEELINE: 10.1038/s41592-019-0690-6 source data published 2020 Original source ↗ Figure 2 source CSV row 3, column 4 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: `21df5e45c94decf352af1861340e2ac4052c477a9c173b643dcfcd146fffe506` Hash scope: Exact downloaded bytes, before optional gzip storage Inspected artifact
description Source-defined subset: LL. 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 2 source CSV row 3, column 4 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: `21df5e45c94decf352af1861340e2ac4052c477a9c173b643dcfcd146fffe506` Hash scope: Exact downloaded bytes, before optional gzip storage Inspected artifact
name LL Context-only references	BEELINE: 10.1038/s41592-019-0690-6 source data published 2020 Original source ↗ Figure 2 source CSV row 3, column 4 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: `21df5e45c94decf352af1861340e2ac4052c477a9c173b643dcfcd146fffe506` 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-eb76cb4054f5ff595c00

source locator: Figure 2 source CSV row 3, column 4
missing metadata: split manifest: unextracted

Related records

dataset: PPCOR · BEELINE 2020 Figure 2 · LL
dataset: GRISLI · BEELINE 2020 Figure 2 · LL
dataset: SCRIBE · BEELINE 2020 Figure 2 · LL
dataset: SCNS · BEELINE 2020 Figure 2 · LL
dataset: SINCERITIES · BEELINE 2020 Figure 2 · LL
dataset: GRNVBEM · BEELINE 2020 Figure 2 · LL
dataset: LEAP · BEELINE 2020 Figure 2 · LL
dataset: PIDC · BEELINE 2020 Figure 2 · LL
dataset: SINGE · BEELINE 2020 Figure 2 · LL
dataset: GRNBOOST2 · BEELINE 2020 Figure 2 · LL
dataset: GENIE3 · BEELINE 2020 Figure 2 · LL
dataset: SCODE · BEELINE 2020 Figure 2 · LL

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