rewirebio.iobenchmarks
Dataset subset

Author MFASS splice-disruption prediction: evaluated data subset

MFASS reporter-assay SNVs processed using the MMSplice-paper MFASS notebook; mislabelled strands removed. The paper’s cleaned-dataset totals are not a reported test-subset count.

Evaluation results

2 evaluations · 2 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: AlphaGenome distilled all-fold studentProtocol: Author MFASS splice-disruption prediction (AlphaGenome paper)
Dataset subset: Author MFASS splice-disruption prediction: evaluated data subset
0.51 AUPRC (all tissues pooled)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

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

AlphaGenome distilled all-fold student: Author MFASS splice-disruption prediction

Use the MFASS-specific donor/acceptor and junction scoring procedure, sum splicing components, then average across tissues. Compare with the source’s exon-inclusion disruption label.

Aggregation: auPRC for the splice-disrupting label defined by the MFASS exon-inclusion threshold.

AlphaGenome Nature 2026 supplementary comparison tables · 'Suppl Table 4 Variant performan'!M8
Configuration: Pangolin (paper Table 4)Protocol: Author MFASS splice-disruption prediction (AlphaGenome paper)
Dataset subset: Author MFASS splice-disruption prediction: evaluated data subset
0.542 AUPRC (all tissues pooled)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

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

Pangolin (paper Table 4): Author MFASS splice-disruption prediction

Use the MFASS-specific donor/acceptor and junction scoring procedure, sum splicing components, then average across tissues. Compare with the source’s exon-inclusion disruption label.

Aggregation: auPRC for the splice-disrupting label defined by the MFASS exon-inclusion threshold.

AlphaGenome Nature 2026 supplementary comparison tables · 'Suppl Table 4 Variant performan'!L8

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

Research readiness

0 of 4 readiness checks met. These checks assess whether the evidence supports a reproducible investigation; a source-checked score alone does not meet them.

Readiness checks, gaps and artifacts

Release 2026-11-02-a7f03c9e55a5 · 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.
  • File checksums match the recorded files: not yet verified
  • Predictions are matched to the right samples: not yet verified
  • Score meaning and direction are confirmed: not yet verified
  • Metrics are recomputed from the saved predictions: not yet verified

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.
  • File checksums match the recorded files: not yet verified
  • Predictions are matched to the right samples: not yet verified
  • Score meaning and direction are confirmed: not yet verified
  • Metrics are recomputed from the saved predictions: not yet verified
  • Sample annotations are recorded: not yet verified
  • Dependence between samples is assessed: not yet verified

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.
  • File checksums match the recorded files: not yet verified
  • Predictions are matched to the right samples: not yet verified
  • Score meaning and direction are confirmed: not yet verified
  • A pinned run recipe exists: not yet verified
  • Compute requirements are estimated: not yet verified

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.
  • File checksums match the recorded files: not yet verified
  • Predictions are matched to the right samples: not yet verified
  • Score meaning and direction are confirmed: not yet verified
  • Independent validation data exist: not yet verified
  • Overlap with training data is checked: not yet verified

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.

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.

18 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 dataset counts
1 values
  • positive
    1040
    negative
    26464
    scope
    post-strand-filter full dataset, not verified final test subset
    source locator
    Supplementary Methods pp.31–32, MFASS
Context-only references
alphagenome: Journal full-text XML

Original source ↗

No field-specific location recorded

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

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.reported_dataset_counts

Source artifact SHA-256: d159b791fc6cb7b679c151727b7b05a6e5b6388b08a89b675014983d85b6df36

Hash scope: SHA-256 of retrieved original artifact bytes

Format: original_artifact

Inspected artifact

Reported dataset counts
1 values
  • positive
    1040
    negative
    26464
    scope
    post-strand-filter full dataset, not verified final test subset
    source locator
    Supplementary Methods pp.31–32, MFASS
Context-only references
AlphaGenome Nature 2026 supplementary methods

Original source ↗

No field-specific location recorded

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

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.reported_dataset_counts

Source artifact SHA-256: 86b2e6a07543e3c201e2e157a3e9c6eb5235ff13eb8a5224f6fcb6fe1808d4c0

Hash scope: SHA-256 of exact publisher PDF bytes

Format: original_pdf

Inspected artifact

Reported dataset counts
1 values
  • positive
    1040
    negative
    26464
    scope
    post-strand-filter full dataset, not verified final test subset
    source locator
    Supplementary Methods pp.31–32, MFASS
Context-only references
AlphaGenome Nature 2026 supplementary comparison tables

Original source ↗

No field-specific location recorded

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

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.reported_dataset_counts

Source artifact SHA-256: 833cb78b6ae6fe39415cfff296ac00c48d800326139f13eb307531a1cc133154

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

Format: xlsx

Inspected artifact

Source dataset label
MFASS paper?
Context-only references
alphagenome: Journal full-text XML

Original source ↗

No field-specific location recorded

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

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.source_dataset_label

Source artifact SHA-256: d159b791fc6cb7b679c151727b7b05a6e5b6388b08a89b675014983d85b6df36

Hash scope: SHA-256 of retrieved original artifact bytes

Format: original_artifact

Inspected artifact

Source dataset label
MFASS paper?
Context-only references
AlphaGenome Nature 2026 supplementary methods

Original source ↗

No field-specific location recorded

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

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.source_dataset_label

Source artifact SHA-256: 86b2e6a07543e3c201e2e157a3e9c6eb5235ff13eb8a5224f6fcb6fe1808d4c0

Hash scope: SHA-256 of exact publisher PDF bytes

Format: original_pdf

Inspected artifact

Source dataset label
MFASS paper?
Context-only references
AlphaGenome Nature 2026 supplementary comparison tables

Original source ↗

No field-specific location recorded

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

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.source_dataset_label

Source artifact SHA-256: 833cb78b6ae6fe39415cfff296ac00c48d800326139f13eb307531a1cc133154

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

Format: xlsx

Inspected artifact

Source subset scope
Zero-shot scorer development uses validation chromosomes 1,2,4,5,7,8,10,11,13,14,15,17,20,22,X; final test chromosomes are 3,6,9,12,16,18,19,21. This partitions variant evaluation labels; the distilled model’s teachers were trained on all reference-genome folds.
Context-only references
alphagenome: Journal full-text XML

Original source ↗

No field-specific location recorded

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

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.source_subset_scope

Source artifact SHA-256: d159b791fc6cb7b679c151727b7b05a6e5b6388b08a89b675014983d85b6df36

Hash scope: SHA-256 of retrieved original artifact bytes

Format: original_artifact

Inspected artifact

Source subset scope
Zero-shot scorer development uses validation chromosomes 1,2,4,5,7,8,10,11,13,14,15,17,20,22,X; final test chromosomes are 3,6,9,12,16,18,19,21. This partitions variant evaluation labels; the distilled model’s teachers were trained on all reference-genome folds.
Context-only references
AlphaGenome Nature 2026 supplementary methods

Original source ↗

No field-specific location recorded

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

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.source_subset_scope

Source artifact SHA-256: 86b2e6a07543e3c201e2e157a3e9c6eb5235ff13eb8a5224f6fcb6fe1808d4c0

Hash scope: SHA-256 of exact publisher PDF bytes

Format: original_pdf

Inspected artifact

Source subset scope
Zero-shot scorer development uses validation chromosomes 1,2,4,5,7,8,10,11,13,14,15,17,20,22,X; final test chromosomes are 3,6,9,12,16,18,19,21. This partitions variant evaluation labels; the distilled model’s teachers were trained on all reference-genome folds.
Context-only references
AlphaGenome Nature 2026 supplementary comparison tables

Original source ↗

No field-specific location recorded

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

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.source_subset_scope

Source artifact SHA-256: 833cb78b6ae6fe39415cfff296ac00c48d800326139f13eb307531a1cc133154

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

Format: xlsx

Inspected artifact

Description
MFASS reporter-assay SNVs processed using the MMSplice-paper MFASS notebook; mislabelled strands removed. The paper’s cleaned-dataset totals are not a reported test-subset count.
Context-only references
alphagenome: Journal full-text XML

Original source ↗

No field-specific location recorded

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

not individually reviewed

No individual claim review recorded

Audit details

Field: description

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-t4-dataset-7

areas
dna-genomes
source dataset label
MFASS paper?
source subset scope
Zero-shot scorer development uses validation chromosomes 1,2,4,5,7,8,10,11,13,14,15,17,20,22,X; final test chromosomes are 3,6,9,12,16,18,19,21. This partitions variant evaluation labels; the distilled model’s teachers were trained on all reference-genome folds.
reported dataset counts
positive: 1040; negative: 26464; scope: post-strand-filter full dataset, not verified final test subset; source locator: Supplementary Methods pp.31–32, MFASS
missing metadata
exact manifest: reason: unextracted; per score denominator: reason: unextracted; split manifest: reason: unextracted
legacy kinds
dataset
entity classification
review date: 2026-09-17; rationale: The record explicitly identifies the source-filtered and split-specific evaluated data population. Preserve it as a dataset subset, including comparator-specific selection, without inferring an unrecorded parent accession or equating differently filtered populations.; source ids: source-alphagenome-nature2026-tables; source-alphagenome-nature2026-supplementary-methods; evidence-official-56e5abfb5f12f1cd3b20; source locator: 'Suppl Table 4 Variant performan'!A8:P8; Supplementary Methods p.30, Chromosome Splits for Variant Benchmarks; Supplementary Methods pp.31–32, MFASS; methods: pp.31–32, MFASS; paper: Fig.3i; methods: p.30, Chromosome Splits for Variant Benchmarks; paper: Fig.1e; tables: Suppl Table 4 Variant performan; evaluation index 7; sheet rows 8; ambiguities: None recorded
Related records

Suggest a correction