rewire.itbenchmarks
Result

0.65 Lasso pearsonr (DNASE + RNA + CHIP)

AlphaGenome distilled multimodal DNase, RNA-seq and histone ChIP-seq features → per-locus LassoCV: Supervised multimodal CAGI5 MPRA prediction, Lasso pearsonr (DNASE + RNA + CHIP)

Tested pipeline
AlphaGenome distilled multimodal DNase, RNA-seq and histone ChIP-seq features → per-locus LassoCV
Protocol
Supervised multimodal CAGI5 MPRA prediction (AlphaGenome paper)
Dataset subset
Supervised multimodal CAGI5 MPRA prediction: evaluated data subset
Procedure
Generate multimodal features using the Borzoi-comparison scoring strategy, standardize from training statistics and fit per-locus LASSO.
Evaluation
AlphaGenome distilled multimodal DNase, RNA-seq and histone ChIP-seq features → per-locus LassoCV: Supervised multimodal CAGI5 MPRA prediction
Coverage
scored: unreported; eligible: unreported
Uncertainty
Not reported
Evidence
Author-reported evaluation · source checkedAlphaGenome Nature 2026 supplementary comparison tables · 'Suppl Table 4 Variant performan'!M12

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

Reproduction

Split
Fit feature scaling on challenge training data only; tune a separate LassoCV per locus with10-fold cross-validation, then evaluate the challenge test set.
Adaptation
AlphaGenome distilled multimodal DNase, RNA-seq and histone ChIP-seq features → per-locus LassoCV
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.

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

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.

1 evidence row matching the loaded filters

Claims, original sources and review scope · Release 2026-09-29-06401fd5b220
Property and statementOriginal source and locationReview and provenance
Reported result
0.65
Individual claims
AlphaGenome Nature 2026 supplementary comparison tables

Original source ↗

'Suppl Table 4 Variant performan'!M12

Version: Nature version of record, 28 January 2026
Retrieved: 2026-09-17T06:31:06.887921+00:00

source checked

OOXML extraction and separate automated primary-source review · 2026-09-17

author reported

Audit details

Checked against a second extraction. Fixed-format display and exact stored decimals preserved separately. No experiment rerun.

Field: attributes.printed_value

Source artifact SHA-256: 833cb78b6ae6fe39415cfff296ac00c48d800326139f13eb307531a1cc133154

Hash scope: SHA-256 of exact retrieved original artifact bytes

Format: xlsx

Inspected artifact

Extraction artifact SHA-256: 833cb78b6ae6fe39415cfff296ac00c48d800326139f13eb307531a1cc133154

Extraction artifact

Sources and history

View linked audit checks and correction history

Release 2026-09-29-06401fd5b220 · Record review: source checked

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

Stable ID: alphagenome-2026-result-e73a0458ca9cd659

areas
dna-genomes
printed value
0.65
printed value basis
Workbook number format 0.00
numeric value
0.65400000000000003
raw xml value
0.65400000000000003
workbook number format
0.00
metric
Lasso pearsonr (DNASE + RNA + CHIP)
metric direction
higher
unit
correlation
aggregation
Mean Pearson correlation across included locus/context tests. The figure-average protocol excludes MYC for LASSO non-convergence and TERT-GBM for matched comparisons.
uncertainty
Not reported
scored count
Not reported
eligible count
Not reported
source cells
'Suppl Table 4 Variant performan'!M12
source locator
'Suppl Table 4 Variant performan'!M12
review
method: OOXML extraction and separate automated primary-source review; date: 2026-09-17; artifact sha256: 833cb78b6ae6fe39415cfff296ac00c48d800326139f13eb307531a1cc133154; retrieval url: https://media.springernature.com/original/springer-static/esm/art%3A10.1038%2Fs41586-025-10014-0/MediaObjects/41586_2025_10014_MOESM3_ESM.xlsx; note: Checked against a second extraction. Fixed-format display and exact stored decimals preserved separately. No experiment rerun.
missing metadata
uncertainty: unreported; scored count: unextracted; eligible count: unextracted; seeds: unreported
source warnings
None recorded
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