Result

0.946745562 Early Precision Ratio

LEAP · Early Precision Ratio · mCAD

Tested configuration: LEAP
Protocol: BEELINE 2020 Figure 4 · mCAD · {}
Dataset subset: mCAD
Procedure: BEELINE 2020 Figure 4
Evaluation: LEAP · BEELINE 2020 Figure 4 · mCAD
Evidence: Author-reported evaluation · source checkedBEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 4 source CSV row 11, column 6

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
LEAP · BEELINE 2020 Figure 4 · mCAD Configuration: LEAPProtocol: BEELINE 2020 Figure 4 · mCAD · {}Dataset subset: mCAD BEELINE 2020 Figure 4 Author-reported evaluation · Evaluation metadata: discovered
0.946745562 Early Precision 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 4 source CSV row 11, column 6 Source checking is not independent reproduction.

Methods and reproduction

BEELINE 2020 Figure 4; mCAD. Source checked, not independently reproduced.

configuration: LEAP
protocol: BEELINE 2020 Figure 4 · mCAD · {}
dataset subset: mCAD
Split: mCAD
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 4 · mCAD · {}

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

Inspect claims, sources and review details

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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 0.946745562 Individual claims	BEELINE: 10.1038/s41592-019-0690-6 source data published 2020 Original source ↗ Figure 4 source CSV row 11, column 6 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: `3582523c27176f7573e62fc3fa11843076568b9ce522e556cd2a6973029c90cb` Hash scope: Exact downloaded bytes, before optional gzip storage Inspected artifact Extraction artifact SHA-256: `3582523c27176f7573e62fc3fa11843076568b9ce522e556cd2a6973029c90cb`

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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-ed8ec4301b972f09c357

metric: Early Precision Ratio
metric direction: higher
unit: ratio
printed value: 0.946745562
numeric value: 0.946745562
uncertainty: status: unreported
aggregation: Median across source-described simulation datasets
scoring conditions: aggregation: Median across source-described simulation datasets; cell counts: 2000; dropout: none; notes: Across-dataset stability is median pairwise top-k edge-set Jaccard index (paper Online Methods), not Spearman correlation. Not an independent experimental run.; simulated dataset count: 10
source locator: Figure 4 source CSV row 11, column 6
acquisition candidate id: candidate-9d2339f1f8581f539efe
missing metadata: denominator: unreported
review: method: independent_automated_cell_check_and_ai_scope_review; date: 2026-09-19; artifact sha256: 3582523c27176f7573e62fc3fa11843076568b9ce522e556cd2a6973029c90cb; receipt: data/omics/acquisition/2026-09-19/cells-networks/; notes: Transcription checked independently. No human review or scientific reproduction claimed.

Related records

evaluation: LEAP · BEELINE 2020 Figure 4 · mCAD

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