rewirebio.iobenchmarks
Configuration

Borzoi (paper Table 3)

Borzoi (paper Table 3). A comparator reported by the AlphaGenome authors; protocol pages specify the dataset and adaptation.

Sources (3)AlphaGenome Nature 2026 supplementary comparison tables; AlphaGenome Nature 2026 supplementary methods; alphagenome: Journal full-text XML · 'Suppl Table 3 Track performance'!A10:N10; Supplementary Methods pp.22,24, Gene Expression Correlation and Benchmarking Against Borzoi Track Predictions

9 evaluations · 11 results2 open disagreements between studies involve its model

Overview

Key specifications have not been extracted for this record. See the linked evaluation and sources for the reported setup.

limited source coverage · Automated source review, 2026-09-17. All specifications and missing details

Evaluations and results

9 evaluations · 11 results. Different protocols are not a single leaderboard.

Sorted by Pearson (higher is better). The best value in each column is highlighted. Decimals are rounded for display; each value links to the printed value and its source.

Tested configurationProtocol and datasetPearsonPearson (1 bp, linear scale)Pearson (1 bp, log1p scale)Pearson (gene tpm, across genes)Pearson (normalised gene tpm, across genes)Pearson (normalised gene tpm, across tracks)
Borzoi (paper Table 3)EvaluationDNase track prediction at 32 bp (AlphaGenome paper), DNase track prediction at 32 bp: evaluated data subset0.821 (best in column)Not reportedNot reportedNot reportedNot reportedNot reported
Borzoi (paper Table 3)EvaluationRNA-seq track prediction at 32 bp (AlphaGenome paper), RNA-seq track prediction at 32 bp: evaluated data subset0.747Not reportedNot reportedNot reportedNot reportedNot reported
Borzoi (paper Table 3)EvaluationCAGE track prediction at 32 bp (AlphaGenome paper), CAGE track prediction at 32 bp: evaluated data subset0.713Not reportedNot reportedNot reportedNot reportedNot reported
Borzoi (paper Table 3)Evaluationhistone ChIP-seq track prediction at 32 bp (AlphaGenome paper), histone ChIP-seq track prediction at 32 bp: evaluated data subset0.669Not reportedNot reportedNot reportedNot reportedNot reported
Borzoi (paper Table 3)EvaluationATAC track prediction at 32 bp (AlphaGenome paper), ATAC track prediction at 32 bp: evaluated data subset0.549Not reportedNot reportedNot reportedNot reportedNot reported
Borzoi (paper Table 3)EvaluationTF ChIP-seq track prediction at 32 bp (AlphaGenome paper), TF ChIP-seq track prediction at 32 bp: evaluated data subset0.522Not reportedNot reportedNot reportedNot reportedNot reported
Borzoi (paper Table 3)EvaluationRNA expression correlation across genes (AlphaGenome paper), RNA expression correlation across genes: evaluated data subsetNot reportedNot reportedNot reported0.7650.449Not reported
Borzoi (paper Table 3)EvaluationBase-resolution RNA-seq prediction (AlphaGenome paper), Base-resolution RNA-seq prediction: evaluated data subsetNot reported0.460.75Not reportedNot reportedNot reported
Borzoi (paper Table 3)EvaluationRNA expression correlation across tracks (AlphaGenome paper), RNA expression correlation across tracks: evaluated data subsetNot reportedNot reportedNot reportedNot reportedNot reported0.497
All 11 result rows with coverage, uncertainty and sources
Filter evaluations

Applied filters: All linked evaluations

Exact evaluated configurations and original reported results
Tested configurationProtocol and datasetFindingEvidence and details
Configuration: Borzoi (paper Table 3)Protocol: RNA expression correlation across genes (AlphaGenome paper)
Dataset subset: RNA expression correlation across genes: evaluated data subset
0.765 Pearson (gene tpm, across genes)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

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

Borzoi (paper Table 3): RNA expression correlation across genes

Compute per-track cross-gene correlation on raw log-expression and, separately, normalized/mean-centred expression.

Aggregation: Pearson correlation across genes. Preserve raw versus normalized Table3 rows; the inspected task paragraph does not specify the weighting used to reduce all correlations to the table scalar.

AlphaGenome Nature 2026 supplementary comparison tables · 'Suppl Table 3 Track performance'!J13
Configuration: Borzoi (paper Table 3)Protocol: RNA expression correlation across genes (AlphaGenome paper)
Dataset subset: RNA expression correlation across genes: evaluated data subset
0.449 Pearson (normalised gene tpm, across genes)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

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

Borzoi (paper Table 3): RNA expression correlation across genes

Compute per-track cross-gene correlation on raw log-expression and, separately, normalized/mean-centred expression.

Aggregation: Pearson correlation across genes. Preserve raw versus normalized Table3 rows; the inspected task paragraph does not specify the weighting used to reduce all correlations to the table scalar.

AlphaGenome Nature 2026 supplementary comparison tables · 'Suppl Table 3 Track performance'!J15
Configuration: Borzoi (paper Table 3)Protocol: histone ChIP-seq track prediction at 32 bp (AlphaGenome paper)
Dataset subset: histone ChIP-seq track prediction at 32 bp: evaluated data subset
0.669 Pearson
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

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

Borzoi (paper Table 3): histone ChIP-seq track prediction at 32 bp

Align predicted and experimental values on the same 32-bp tracks and test intervals.

Aggregation: Pearson correlation; group summaries derive from individual track correlations.

AlphaGenome Nature 2026 supplementary comparison tables · 'Suppl Table 3 Track performance'!J34
Configuration: Borzoi (paper Table 3)Protocol: CAGE track prediction at 32 bp (AlphaGenome paper)
Dataset subset: CAGE track prediction at 32 bp: evaluated data subset
0.713 Pearson
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

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

Borzoi (paper Table 3): CAGE track prediction at 32 bp

Align predicted and experimental values on the same 32-bp tracks and test intervals.

Aggregation: Pearson correlation; group summaries derive from individual track correlations.

AlphaGenome Nature 2026 supplementary comparison tables · 'Suppl Table 3 Track performance'!J18
Configuration: Borzoi (paper Table 3)Protocol: RNA-seq track prediction at 32 bp (AlphaGenome paper)
Dataset subset: RNA-seq track prediction at 32 bp: evaluated data subset
0.747 Pearson
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

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

Borzoi (paper Table 3): RNA-seq track prediction at 32 bp

Align predicted and experimental values on the same 32-bp tracks and test intervals.

Aggregation: Pearson correlation; group summaries derive from individual track correlations.

AlphaGenome Nature 2026 supplementary comparison tables · 'Suppl Table 3 Track performance'!J12
Configuration: Borzoi (paper Table 3)Protocol: Base-resolution RNA-seq prediction (AlphaGenome paper)
Dataset subset: Base-resolution RNA-seq prediction: evaluated data subset
0.46 Pearson (1 bp, linear scale)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

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

Borzoi (paper Table 3): Base-resolution RNA-seq prediction

Compare base-resolution measured coverage with both predictions on normal and log1p scales, keeping these as separate endpoints.

Aggregation: Pearson correlation; genome-track methods average individual track correlations for assay groups.

AlphaGenome Nature 2026 supplementary comparison tables · 'Suppl Table 3 Track performance'!J10
Configuration: Borzoi (paper Table 3)Protocol: RNA expression correlation across tracks (AlphaGenome paper)
Dataset subset: RNA expression correlation across tracks: evaluated data subset
0.497 Pearson (normalised gene tpm, across tracks)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

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

Borzoi (paper Table 3): RNA expression correlation across tracks

Compute per-gene cross-track correlation on normalized, gene-mean-centred expression.

Aggregation: Pearson correlation across tracks. Preserve raw versus normalized Table3 rows; the inspected task paragraph does not specify the weighting used to reduce all correlations to the table scalar.

AlphaGenome Nature 2026 supplementary comparison tables · 'Suppl Table 3 Track performance'!J14
Configuration: Borzoi (paper Table 3)Protocol: TF ChIP-seq track prediction at 32 bp (AlphaGenome paper)
Dataset subset: TF ChIP-seq track prediction at 32 bp: evaluated data subset
0.522 Pearson
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

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

Borzoi (paper Table 3): TF ChIP-seq track prediction at 32 bp

Align predicted and experimental values on the same 32-bp tracks and test intervals.

Aggregation: Pearson correlation; group summaries derive from individual track correlations.

AlphaGenome Nature 2026 supplementary comparison tables · 'Suppl Table 3 Track performance'!J37
Configuration: Borzoi (paper Table 3)Protocol: ATAC track prediction at 32 bp (AlphaGenome paper)
Dataset subset: ATAC track prediction at 32 bp: evaluated data subset
0.549 Pearson
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

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

Borzoi (paper Table 3): ATAC track prediction at 32 bp

Align predicted and experimental values on the same 32-bp tracks and test intervals.

Aggregation: Pearson correlation; group summaries derive from individual track correlations.

AlphaGenome Nature 2026 supplementary comparison tables · 'Suppl Table 3 Track performance'!J31
Configuration: Borzoi (paper Table 3)Protocol: DNase track prediction at 32 bp (AlphaGenome paper)
Dataset subset: DNase track prediction at 32 bp: evaluated data subset
0.821 Pearson
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

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

Borzoi (paper Table 3): DNase track prediction at 32 bp

Align predicted and experimental values on the same 32-bp tracks and test intervals.

Aggregation: Pearson correlation; group summaries derive from individual track correlations.

AlphaGenome Nature 2026 supplementary comparison tables · 'Suppl Table 3 Track performance'!J25
Configuration: Borzoi (paper Table 3)Protocol: Base-resolution RNA-seq prediction (AlphaGenome paper)
Dataset subset: Base-resolution RNA-seq prediction: evaluated data subset
0.75 Pearson (1 bp, log1p scale)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

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

Borzoi (paper Table 3): Base-resolution RNA-seq prediction

Compare base-resolution measured coverage with both predictions on normal and log1p scales, keeping these as separate endpoints.

Aggregation: Pearson correlation; genome-track methods average individual track correlations for assay groups.

AlphaGenome Nature 2026 supplementary comparison tables · 'Suppl Table 3 Track performance'!J11

Source checking is not independent reproduction. Release 2026-11-02-a7f03c9e55a5.

Use this configuration

How it works, versions and access

Related profile: Borzoi. This page retains the exact record and its evaluation context.

How it works

How this comparator was evaluated

The source table identifies Borzoi. Compare base-resolution measured coverage with both predictions on normal and log1p scales, keeping these as separate endpoints.

Sources (3)AlphaGenome Nature 2026 supplementary comparison tables; AlphaGenome Nature 2026 supplementary methods; alphagenome: Journal full-text XML · 'Suppl Table 3 Track performance'!A10:N10; Supplementary Methods pp.22,24, Gene Expression Correlation and Benchmarking Against Borzoi Track Predictions
Strengths, limitations and unresolved questions

Strengths and limitations

Strengths and considerations

No source-reviewed explanatory claims are recorded here yet.

Profile review details

Primary-source transcription and separate automated source review. No human sign-off or independent experimental reproduction.

Stable record: alphagenome-2026-comparator-12f00a75002435bd

Specifications

Inputs, training, access and other details

Explanatory profile: limited source coverage · Automated source review, 2026-09-17. Review applies to the cited claims; unresolved fields are listed below. Numerical results retain their own review status.

Inputs, outputs and configuration
PropertyDescription and evidence
Reported methodBorzoi
Sources (3)AlphaGenome Nature 2026 supplementary comparison tables; AlphaGenome Nature 2026 supplementary methods; alphagenome: Journal full-text XML · 'Suppl Table 3 Track performance'!A10:N10; Supplementary Methods pp.22,24, Gene Expression Correlation and Benchmarking Against Borzoi Track Predictions
Exact checkpointNot established by the summary table; inspect the protocol and original implementation. · Needs further source review
Sources (3)AlphaGenome Nature 2026 supplementary comparison tables; AlphaGenome Nature 2026 supplementary methods; alphagenome: Journal full-text XML · 'Suppl Table 3 Track performance'!A10:N10; Supplementary Methods pp.22,24, Gene Expression Correlation and Benchmarking Against Borzoi Track Predictions
Model typeNot extracted or verified for this record.
InputsNot extracted or verified for this record.
OutputsNot extracted or verified for this record.
ParametersNot extracted or verified for this record.
Training dataNot extracted or verified for this record.
Context limitsNot extracted or verified for this record.
AccessNot extracted or verified for this record.
Code licenceNot extracted or verified for this record.
Weights licenceNot extracted or verified for this record.

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.

16 evidence rows matching the loaded filters

Claims, original sources and review scope · Release 2026-11-02-a7f03c9e55a5
Property and statementOriginal source and locationReview and provenance
Reported method
Borzoi
Individual claims
alphagenome: Journal full-text XML

Original source ↗

'Suppl Table 3 Track performance'!A10:N10; Supplementary Methods pp.22,24, Gene Expression Correlation and Benchmarking Against Borzoi Track Predictions

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: Retrieved page snapshot; no immutable publisher revision supplied
Retrieved: 2026-09-16T19:53:03.009088+00:00

source checked

automated source review · 2026-09-17

Audit details

Primary-source transcription and separate automated source review. No human sign-off or independent experimental reproduction.

Field: attributes.profile.facts.0.value

Source artifact SHA-256: d159b791fc6cb7b679c151727b7b05a6e5b6388b08a89b675014983d85b6df36

Hash scope: SHA-256 of retrieved original artifact bytes

Format: original_artifact

Inspected artifact

Reported method
Borzoi
Individual claims
AlphaGenome Nature 2026 supplementary methods

Original source ↗

'Suppl Table 3 Track performance'!A10:N10; Supplementary Methods pp.22,24, Gene Expression Correlation and Benchmarking Against Borzoi Track Predictions

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: Supplement to Nature version of record, 28 January 2026; content hash pinned
Retrieved: 2026-09-17T06:37:01.778972+00:00

source checked

automated source review · 2026-09-17

Audit details

Primary-source transcription and separate automated source review. No human sign-off or independent experimental reproduction.

Field: attributes.profile.facts.0.value

Source artifact SHA-256: 86b2e6a07543e3c201e2e157a3e9c6eb5235ff13eb8a5224f6fcb6fe1808d4c0

Hash scope: SHA-256 of exact publisher PDF bytes

Format: original_pdf

Inspected artifact

Reported method
Borzoi
Individual claims
AlphaGenome Nature 2026 supplementary comparison tables

Original source ↗

'Suppl Table 3 Track performance'!A10:N10; Supplementary Methods pp.22,24, Gene Expression Correlation and Benchmarking Against Borzoi Track Predictions

Shared locator for this statement’s cited sources; not a separate locator for each citation.

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

source checked

automated source review · 2026-09-17

Audit details

Primary-source transcription and separate automated source review. No human sign-off or independent experimental reproduction.

Field: attributes.profile.facts.0.value

Source artifact SHA-256: 833cb78b6ae6fe39415cfff296ac00c48d800326139f13eb307531a1cc133154

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

Format: xlsx

Inspected artifact

Exact checkpoint
Not established by the summary table; inspect the protocol and original implementation.
Individual claims
alphagenome: Journal full-text XML

Original source ↗

'Suppl Table 3 Track performance'!A10:N10; Supplementary Methods pp.22,24, Gene Expression Correlation and Benchmarking Against Borzoi Track Predictions

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: Retrieved page snapshot; no immutable publisher revision supplied
Retrieved: 2026-09-16T19:53:03.009088+00:00

unextracted

automated source review · 2026-09-17

Audit details

Primary-source transcription and separate automated source review. No human sign-off or independent experimental reproduction.

Field: attributes.profile.facts.1.value

Source artifact SHA-256: d159b791fc6cb7b679c151727b7b05a6e5b6388b08a89b675014983d85b6df36

Hash scope: SHA-256 of retrieved original artifact bytes

Format: original_artifact

Inspected artifact

Exact checkpoint
Not established by the summary table; inspect the protocol and original implementation.
Individual claims
AlphaGenome Nature 2026 supplementary methods

Original source ↗

'Suppl Table 3 Track performance'!A10:N10; Supplementary Methods pp.22,24, Gene Expression Correlation and Benchmarking Against Borzoi Track Predictions

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: Supplement to Nature version of record, 28 January 2026; content hash pinned
Retrieved: 2026-09-17T06:37:01.778972+00:00

unextracted

automated source review · 2026-09-17

Audit details

Primary-source transcription and separate automated source review. No human sign-off or independent experimental reproduction.

Field: attributes.profile.facts.1.value

Source artifact SHA-256: 86b2e6a07543e3c201e2e157a3e9c6eb5235ff13eb8a5224f6fcb6fe1808d4c0

Hash scope: SHA-256 of exact publisher PDF bytes

Format: original_pdf

Inspected artifact

Exact checkpoint
Not established by the summary table; inspect the protocol and original implementation.
Individual claims
AlphaGenome Nature 2026 supplementary comparison tables

Original source ↗

'Suppl Table 3 Track performance'!A10:N10; Supplementary Methods pp.22,24, Gene Expression Correlation and Benchmarking Against Borzoi Track Predictions

Shared locator for this statement’s cited sources; not a separate locator for each citation.

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

unextracted

automated source review · 2026-09-17

Audit details

Primary-source transcription and separate automated source review. No human sign-off or independent experimental reproduction.

Field: attributes.profile.facts.1.value

Source artifact SHA-256: 833cb78b6ae6fe39415cfff296ac00c48d800326139f13eb307531a1cc133154

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

Format: xlsx

Inspected artifact

Limitation
A table label does not establish identity with any other catalogue configuration bearing the same name.
Individual claims
alphagenome: Journal full-text XML

Original source ↗

'Suppl Table 3 Track performance'!A10:N10; Supplementary Methods pp.22,24, Gene Expression Correlation and Benchmarking Against Borzoi Track Predictions

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: Retrieved page snapshot; no immutable publisher revision supplied
Retrieved: 2026-09-16T19:53:03.009088+00:00

source checked

automated source review · 2026-09-17

Audit details

Primary-source transcription and separate automated source review. No human sign-off or independent experimental reproduction.

Field: attributes.profile.limitations.0.text

Source artifact SHA-256: d159b791fc6cb7b679c151727b7b05a6e5b6388b08a89b675014983d85b6df36

Hash scope: SHA-256 of retrieved original artifact bytes

Format: original_artifact

Inspected artifact

Limitation
A table label does not establish identity with any other catalogue configuration bearing the same name.
Individual claims
AlphaGenome Nature 2026 supplementary methods

Original source ↗

'Suppl Table 3 Track performance'!A10:N10; Supplementary Methods pp.22,24, Gene Expression Correlation and Benchmarking Against Borzoi Track Predictions

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: Supplement to Nature version of record, 28 January 2026; content hash pinned
Retrieved: 2026-09-17T06:37:01.778972+00:00

source checked

automated source review · 2026-09-17

Audit details

Primary-source transcription and separate automated source review. No human sign-off or independent experimental reproduction.

Field: attributes.profile.limitations.0.text

Source artifact SHA-256: 86b2e6a07543e3c201e2e157a3e9c6eb5235ff13eb8a5224f6fcb6fe1808d4c0

Hash scope: SHA-256 of exact publisher PDF bytes

Format: original_pdf

Inspected artifact

Limitation
A table label does not establish identity with any other catalogue configuration bearing the same name.
Individual claims
AlphaGenome Nature 2026 supplementary comparison tables

Original source ↗

'Suppl Table 3 Track performance'!A10:N10; Supplementary Methods pp.22,24, Gene Expression Correlation and Benchmarking Against Borzoi Track Predictions

Shared locator for this statement’s cited sources; not a separate locator for each citation.

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

source checked

automated source review · 2026-09-17

Audit details

Primary-source transcription and separate automated source review. No human sign-off or independent experimental reproduction.

Field: attributes.profile.limitations.0.text

Source artifact SHA-256: 833cb78b6ae6fe39415cfff296ac00c48d800326139f13eb307531a1cc133154

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

Format: xlsx

Inspected artifact

How this comparator was evaluated
The source table identifies Borzoi. Compare base-resolution measured coverage with both predictions on normal and log1p scales, keeping these as separate endpoints.
Individual claims
alphagenome: Journal full-text XML

Original source ↗

'Suppl Table 3 Track performance'!A10:N10; Supplementary Methods pp.22,24, Gene Expression Correlation and Benchmarking Against Borzoi Track Predictions

Shared locator for this statement’s cited sources; not a separate locator for each citation.

Version: Retrieved page snapshot; no immutable publisher revision supplied
Retrieved: 2026-09-16T19:53:03.009088+00:00

source checked

automated source review · 2026-09-17

Audit details

Primary-source transcription and separate automated source review. No human sign-off or independent experimental reproduction.

Field: attributes.profile.sections.0.body

Source artifact SHA-256: d159b791fc6cb7b679c151727b7b05a6e5b6388b08a89b675014983d85b6df36

Hash scope: SHA-256 of retrieved original artifact bytes

Format: original_artifact

Inspected artifact

How to read the evidence

Sources and history

Release 2026-11-02-a7f03c9e55a5 · Record review: needs review

3 source records and release historyDownload this release (gzip)
Technical metadata and extraction receipts

Stable ID: alphagenome-2026-comparator-12f00a75002435bd

areas
dna-genomes
configuration type
reported_configuration
version
Borzoi (paper Table 3)
legacy kinds
model
entity classification
review date: 2026-09-17; rationale: This source-scoped entry preserves the method/configuration actually named in an evaluation. It is neither a global family identity nor proof of an immutable checkpoint; the linked evaluation retains adaptation, fitting and scoring details.; source ids: source-alphagenome-nature2026-tables; source-alphagenome-nature2026-supplementary-methods; evidence-official-56e5abfb5f12f1cd3b20; source locator: 'Suppl Table 3 Track performance'!A10:N10; Supplementary Methods pp.22,24, Gene Expression Correlation and Benchmarking Against Borzoi Track Predictions; ambiguities: Configuration means the source-labelled evaluated identity. It does not establish missing checkpoint hashes, default settings or equivalence to same-named records in other papers.
provenance note
Borzoi (paper Table 3). A comparator reported by the AlphaGenome authors; protocol pages specify the dataset and adaptation.
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