rewire.itbenchmarks
Dataset subset

BFC

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

Research readiness

These checks assess whether the evidence supports a reproducible investigation. A source-checked score alone does not meet these requirements.

Release 2026-09-29-06401fd5b220 · Evidence verified: Not verified

Evidence incomplete

Replay metrics

Exact outcomes, predictions, identifiers and evaluator are connected.

Missing or unresolved evidence

  • No verified artifact manifest is linked to this exact record.
  • artifact hashes: verification is missing
  • join integrity: verification is missing
  • score semantics: verification is missing
  • metric replay: verification is missing

Verified: Not verified

Evidence incomplete

Investigate discrepancies

Replay evidence includes annotations and an assessment of dependence. Unknown independence permits descriptive analysis only.

Missing or unresolved evidence

  • No verified artifact manifest is linked to this exact record.
  • artifact hashes: verification is missing
  • join integrity: verification is missing
  • score semantics: verification is missing
  • metric replay: verification is missing
  • annotations: verification is missing
  • dependence: verification is missing

Verified: Not verified

Evidence incomplete

Run locally

A pinned recipe describes the inputs, environment and resource requirements.

Missing or unresolved evidence

  • No verified artifact manifest is linked to this exact record.
  • artifact hashes: verification is missing
  • join integrity: verification is missing
  • score semantics: verification is missing
  • recipe pinned: verification is missing
  • resource estimate: verification is missing

Verified: Not verified

Evidence incomplete

Validate independently

Separate data and exposure records support an independent test.

Missing or unresolved evidence

  • No verified artifact manifest is linked to this exact record.
  • artifact hashes: verification is missing
  • join integrity: verification is missing
  • score semantics: verification is missing
  • independent validation: verification is missing
  • overlap checked: verification is missing

Verified: Not verified

Readiness describes the evidence in this release. Availability on your computer is checked separately when an investigation runs. Existing data exposure can prevent independent validation even when files are available.

Artifacts and reproduction

No verified artifact manifest is connected to this record yet. The gaps above identify what is needed before analysis can begin.

Read reviewed discrepancy investigations

Evaluation results

12 evaluations · 24 results. Different protocols are not a single leaderboard.

Filter evaluations

Applied filters: All linked evaluations

Exact evaluated configurations and original reported results
Tested configurationProtocol and datasetFindingEvidence and details
Configuration: SCNSProtocol: BEELINE 2020 Figure 2 · BFC
Dataset subset: BFC
0.789 Stability Across Datasets
fraction · higher

Uncertainty: status: unreported

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

SCNS · BEELINE 2020 Figure 2 · BFC

BEELINE 2020 Figure 2

Aggregation: Median across source-described simulation datasets

BEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 2 source CSV row 13, column 12
Configuration: SCODEProtocol: BEELINE 2020 Figure 2 · BFC
Dataset subset: BFC
1.05 AUPRC Ratio
ratio · higher

Uncertainty: status: unreported

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

SCODE · BEELINE 2020 Figure 2 · BFC

BEELINE 2020 Figure 2

Aggregation: Median across source-described simulation datasets

BEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 2 source CSV row 14, column 6
Configuration: GRNBOOST2Protocol: BEELINE 2020 Figure 2 · BFC
Dataset subset: BFC
0.667 Stability Across Datasets
fraction · higher

Uncertainty: status: unreported

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

GRNBOOST2 · BEELINE 2020 Figure 2 · BFC

BEELINE 2020 Figure 2

Aggregation: Median across source-described simulation datasets

BEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 2 source CSV row 10, column 12
Configuration: SCRIBEProtocol: BEELINE 2020 Figure 2 · BFC
Dataset subset: BFC
0.25 Stability Across Datasets
fraction · higher

Uncertainty: status: unreported

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

SCRIBE · BEELINE 2020 Figure 2 · BFC

BEELINE 2020 Figure 2

Aggregation: Median across source-described simulation datasets

BEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 2 source CSV row 4, column 12
Configuration: GRNVBEMProtocol: BEELINE 2020 Figure 2 · BFC
Dataset subset: BFC
2.16 AUPRC Ratio
ratio · higher

Uncertainty: status: unreported

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

GRNVBEM · BEELINE 2020 Figure 2 · BFC

BEELINE 2020 Figure 2

Aggregation: Median across source-described simulation datasets

BEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 2 source CSV row 12, column 6
Configuration: SINGEProtocol: BEELINE 2020 Figure 2 · BFC
Dataset subset: BFC
2.05 AUPRC Ratio
ratio · higher

Uncertainty: status: unreported

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

SINGE · BEELINE 2020 Figure 2 · BFC

BEELINE 2020 Figure 2

Aggregation: Median across source-described simulation datasets

BEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 2 source CSV row 5, column 6
Configuration: PPCORProtocol: BEELINE 2020 Figure 2 · BFC
Dataset subset: BFC
2.57 AUPRC Ratio
ratio · higher

Uncertainty: status: unreported

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

PPCOR · BEELINE 2020 Figure 2 · BFC

BEELINE 2020 Figure 2

Aggregation: Median across source-described simulation datasets

BEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 2 source CSV row 6, column 6
Configuration: GRNVBEMProtocol: BEELINE 2020 Figure 2 · BFC
Dataset subset: BFC
0.461 Stability Across Datasets
fraction · higher

Uncertainty: status: unreported

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

GRNVBEM · BEELINE 2020 Figure 2 · BFC

BEELINE 2020 Figure 2

Aggregation: Median across source-described simulation datasets

BEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 2 source CSV row 12, column 12
Configuration: PIDCProtocol: BEELINE 2020 Figure 2 · BFC
Dataset subset: BFC
2.18 AUPRC Ratio
ratio · higher

Uncertainty: status: unreported

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

PIDC · BEELINE 2020 Figure 2 · BFC

BEELINE 2020 Figure 2

Aggregation: Median across source-described simulation datasets

BEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 2 source CSV row 7, column 6
Configuration: SCNSProtocol: BEELINE 2020 Figure 2 · BFC
Dataset subset: BFC
1.3 AUPRC Ratio
ratio · higher

Uncertainty: status: unreported

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

SCNS · BEELINE 2020 Figure 2 · BFC

BEELINE 2020 Figure 2

Aggregation: Median across source-described simulation datasets

BEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 2 source CSV row 13, column 6
Configuration: LEAPProtocol: BEELINE 2020 Figure 2 · BFC
Dataset subset: BFC
0.875 Stability Across Datasets
fraction · higher

Uncertainty: status: unreported

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

LEAP · BEELINE 2020 Figure 2 · BFC

BEELINE 2020 Figure 2

Aggregation: Median across source-described simulation datasets

BEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 2 source CSV row 9, column 12
Configuration: SCODEProtocol: BEELINE 2020 Figure 2 · BFC
Dataset subset: BFC
0.429 Stability Across Datasets
fraction · higher

Uncertainty: status: unreported

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

SCODE · BEELINE 2020 Figure 2 · BFC

BEELINE 2020 Figure 2

Aggregation: Median across source-described simulation datasets

BEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 2 source CSV row 14, column 12
Configuration: PIDCProtocol: BEELINE 2020 Figure 2 · BFC
Dataset subset: BFC
0.778 Stability Across Datasets
fraction · higher

Uncertainty: status: unreported

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

PIDC · BEELINE 2020 Figure 2 · BFC

BEELINE 2020 Figure 2

Aggregation: Median across source-described simulation datasets

BEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 2 source CSV row 7, column 12
Configuration: SINCERITIESProtocol: BEELINE 2020 Figure 2 · BFC
Dataset subset: BFC
3.51 AUPRC Ratio
ratio · higher

Uncertainty: status: unreported

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

SINCERITIES · BEELINE 2020 Figure 2 · BFC

BEELINE 2020 Figure 2

Aggregation: Median across source-described simulation datasets

BEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 2 source CSV row 3, column 6
Configuration: GRISLIProtocol: BEELINE 2020 Figure 2 · BFC
Dataset subset: BFC
2.3 AUPRC Ratio
ratio · higher

Uncertainty: status: unreported

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

GRISLI · BEELINE 2020 Figure 2 · BFC

BEELINE 2020 Figure 2

Aggregation: Median across source-described simulation datasets

BEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 2 source CSV row 11, column 6
Configuration: SCRIBEProtocol: BEELINE 2020 Figure 2 · BFC
Dataset subset: BFC
2.72 AUPRC Ratio
ratio · higher

Uncertainty: status: unreported

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

SCRIBE · BEELINE 2020 Figure 2 · BFC

BEELINE 2020 Figure 2

Aggregation: Median across source-described simulation datasets

BEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 2 source CSV row 4, column 6
Configuration: SINCERITIESProtocol: BEELINE 2020 Figure 2 · BFC
Dataset subset: BFC
0.364 Stability Across Datasets
fraction · higher

Uncertainty: status: unreported

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

SINCERITIES · BEELINE 2020 Figure 2 · BFC

BEELINE 2020 Figure 2

Aggregation: Median across source-described simulation datasets

BEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 2 source CSV row 3, column 12
Configuration: LEAPProtocol: BEELINE 2020 Figure 2 · BFC
Dataset subset: BFC
2.04 AUPRC Ratio
ratio · higher

Uncertainty: status: unreported

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

LEAP · BEELINE 2020 Figure 2 · BFC

BEELINE 2020 Figure 2

Aggregation: Median across source-described simulation datasets

BEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 2 source CSV row 9, column 6
Configuration: GRISLIProtocol: BEELINE 2020 Figure 2 · BFC
Dataset subset: BFC
0.364 Stability Across Datasets
fraction · higher

Uncertainty: status: unreported

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

GRISLI · BEELINE 2020 Figure 2 · BFC

BEELINE 2020 Figure 2

Aggregation: Median across source-described simulation datasets

BEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 2 source CSV row 11, column 12
Configuration: GENIE3Protocol: BEELINE 2020 Figure 2 · BFC
Dataset subset: BFC
0.875 Stability Across Datasets
fraction · higher

Uncertainty: status: unreported

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

GENIE3 · BEELINE 2020 Figure 2 · BFC

BEELINE 2020 Figure 2

Aggregation: Median across source-described simulation datasets

BEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 2 source CSV row 8, column 12
Configuration: GENIE3Protocol: BEELINE 2020 Figure 2 · BFC
Dataset subset: BFC
2.04 AUPRC Ratio
ratio · higher

Uncertainty: status: unreported

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

GENIE3 · BEELINE 2020 Figure 2 · BFC

BEELINE 2020 Figure 2

Aggregation: Median across source-described simulation datasets

BEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 2 source CSV row 8, column 6
Configuration: SINGEProtocol: BEELINE 2020 Figure 2 · BFC
Dataset subset: BFC
0.25 Stability Across Datasets
fraction · higher

Uncertainty: status: unreported

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

SINGE · BEELINE 2020 Figure 2 · BFC

BEELINE 2020 Figure 2

Aggregation: Median across source-described simulation datasets

BEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 2 source CSV row 5, column 12
Configuration: PPCORProtocol: BEELINE 2020 Figure 2 · BFC
Dataset subset: BFC
0.778 Stability Across Datasets
fraction · higher

Uncertainty: status: unreported

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

PPCOR · BEELINE 2020 Figure 2 · BFC

BEELINE 2020 Figure 2

Aggregation: Median across source-described simulation datasets

BEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 2 source CSV row 6, column 12
Configuration: GRNBOOST2Protocol: BEELINE 2020 Figure 2 · BFC
Dataset subset: BFC
2.24 AUPRC Ratio
ratio · higher

Uncertainty: status: unreported

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

GRNBOOST2 · BEELINE 2020 Figure 2 · BFC

BEELINE 2020 Figure 2

Aggregation: Median across source-described simulation datasets

BEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 2 source CSV row 10, column 6

Source checking is not independent reproduction. Release 2026-09-29-06401fd5b220.

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

Source checking verifies the cited claim or transcription. It does not establish independent reproduction.

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 2026-09-29-06401fd5b220
Property and statementOriginal source and locationReview and provenance
attributes.source_locator
Figure 2 source CSV row 3, column 6
Context-only references
BEELINE: 10.1038/s41592-019-0690-6 source data published 2020

Original source ↗

Figure 2 source CSV row 3, 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: 21df5e45c94decf352af1861340e2ac4052c477a9c173b643dcfcd146fffe506

Hash scope: Exact downloaded bytes, before optional gzip storage

Inspected artifact

description
Source-defined subset: BFC. 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 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: 21df5e45c94decf352af1861340e2ac4052c477a9c173b643dcfcd146fffe506

Hash scope: Exact downloaded bytes, before optional gzip storage

Inspected artifact

name
BFC
Context-only references
BEELINE: 10.1038/s41592-019-0690-6 source data published 2020

Original source ↗

Figure 2 source CSV row 3, 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: 21df5e45c94decf352af1861340e2ac4052c477a9c173b643dcfcd146fffe506

Hash scope: Exact downloaded bytes, before optional gzip storage

Inspected artifact

Sources and history

View linked audit checks and correction history

Release 2026-09-29-06401fd5b220 · Record review: discovered

1 source records and release historyDownload this release
Technical metadata and extraction receipts

Stable ID: acquired-dataset-03bede40fb43bb3fe678

source locator
Figure 2 source CSV row 3, column 6
missing metadata
split manifest: unextracted
Related records

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