rewirebio.iobenchmarks
Evaluation

AlphaFold3 dimeric predictive-class counts, structures in the class whose experimental reference is X-ray diffraction (Table 2)

Published comparison transcribed from the pinned source; not reproduced.

Evaluation results

1 evaluation · 4 results. Different protocols are not a single leaderboard.

Protocol: Predictive-class counts for dimeric predictions, structures in the class whose experimental reference is X-ray diffraction (Table 2, column 'XRD') · Dataset: 994 non-redundant dimeric PDB structures (2022-2024)

In source order. Decimals are rounded for display; each value links to the printed value and its source.

Tested configurationCount (Acceptable quality (0.23 <= DockQ < 0.49); structures in the class whose experimental reference is X-ray diffraction)Count (High quality (DockQ >= 0.80); structures in the class whose experimental reference is X-ray diffraction)Count (Incorrect prediction (DockQ < 0.23); structures in the class whose experimental reference is X-ray diffraction)Count (Medium quality (0.49 <= DockQ < 0.80); structures in the class whose experimental reference is X-ray diffraction)
AlphaFold3 (AlphaFold3 accessed as a web service)Evaluation53307192208
All 4 result rows with coverage, uncertainty and sources
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Exact evaluated configurations and original reported results
Tested configurationProtocol and datasetFindingEvidence and details
Configuration: AlphaFold3 (AlphaFold3 accessed as a web service)Protocol: Predictive-class counts for dimeric predictions, structures in the class whose experimental reference is X-ray diffraction (Table 2, column 'XRD')
Dataset: 994 non-redundant dimeric PDB structures (2022-2024)
53 Count (Acceptable quality (0.23 <= DockQ < 0.49); structures in the class whose experimental reference is X-ray diffraction)
count · unknown

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

AlphaFold3 dimeric predictive-class counts, structures in the class whose experimental reference is X-ray diffraction (Table 2)

lit-structure-20261011-afesmfold-protocol-2-xrd

Aggregation: Not reported

Comparative evaluation of the prediction accuracy of AlphaFold and ESMFold for monomeric and dimeric proteins · Table 2, row 'AlphaFold3' / 'Acceptable quality', column 'XRD'
Configuration: AlphaFold3 (AlphaFold3 accessed as a web service)Protocol: Predictive-class counts for dimeric predictions, structures in the class whose experimental reference is X-ray diffraction (Table 2, column 'XRD')
Dataset: 994 non-redundant dimeric PDB structures (2022-2024)
307 Count (High quality (DockQ >= 0.80); structures in the class whose experimental reference is X-ray diffraction)
count · unknown

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

AlphaFold3 dimeric predictive-class counts, structures in the class whose experimental reference is X-ray diffraction (Table 2)

lit-structure-20261011-afesmfold-protocol-2-xrd

Aggregation: Not reported

Comparative evaluation of the prediction accuracy of AlphaFold and ESMFold for monomeric and dimeric proteins · Table 2, row 'AlphaFold3' / 'High quality', column 'XRD'
Configuration: AlphaFold3 (AlphaFold3 accessed as a web service)Protocol: Predictive-class counts for dimeric predictions, structures in the class whose experimental reference is X-ray diffraction (Table 2, column 'XRD')
Dataset: 994 non-redundant dimeric PDB structures (2022-2024)
192 Count (Incorrect prediction (DockQ < 0.23); structures in the class whose experimental reference is X-ray diffraction)
count · unknown

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

AlphaFold3 dimeric predictive-class counts, structures in the class whose experimental reference is X-ray diffraction (Table 2)

lit-structure-20261011-afesmfold-protocol-2-xrd

Aggregation: Not reported

Comparative evaluation of the prediction accuracy of AlphaFold and ESMFold for monomeric and dimeric proteins · Table 2, row 'AlphaFold3' / 'Incorrect prediction', column 'XRD'
Configuration: AlphaFold3 (AlphaFold3 accessed as a web service)Protocol: Predictive-class counts for dimeric predictions, structures in the class whose experimental reference is X-ray diffraction (Table 2, column 'XRD')
Dataset: 994 non-redundant dimeric PDB structures (2022-2024)
208 Count (Medium quality (0.49 <= DockQ < 0.80); structures in the class whose experimental reference is X-ray diffraction)
count · unknown

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

AlphaFold3 dimeric predictive-class counts, structures in the class whose experimental reference is X-ray diffraction (Table 2)

lit-structure-20261011-afesmfold-protocol-2-xrd

Aggregation: Not reported

Comparative evaluation of the prediction accuracy of AlphaFold and ESMFold for monomeric and dimeric proteins · Table 2, row 'AlphaFold3' / 'Medium quality', column 'XRD'

Source checking is not independent reproduction. Release 2026-10-22-1b7cf027e4f6.

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 2026-10-22-1b7cf027e4f6 · Evidence verified: Not verified

Evidence incomplete

Replay metrics

Exact outcomes, predictions, identifiers and evaluator are connected.

Missing or unresolved evidence

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  • 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.

Evaluation procedure

Predictive-class counts for dimeric predictions, structures in the class whose experimental reference is X-ray diffraction (Table 2, column 'XRD')

Configuration
AlphaFold3 (AlphaFold3 accessed as a web service)
Protocol
Predictive-class counts for dimeric predictions, structures in the class whose experimental reference is X-ray diffraction (Table 2, column 'XRD')
Dataset
994 non-redundant dimeric PDB structures (2022-2024)
origin
Independent external evaluation
configuration
Primary source as retrieved 2026-10-11
protocol id
lit-structure-20261011-afesmfold-protocol-2-xrd
dataset version
Not reported
split
PDB dimeric structures released 2022-2024 without close pre-2022 homologues
population
994 dimers
inputs
Amino-acid sequence only
adaptation
None; tools run as released
metric implementation
Counts of predicted structures per predictive class
aggregation
structures in the class whose experimental reference is X-ray diffraction
budget
Not reported

Metadata review: source checked. Unreported conditions prevent automatic comparisons.

Reproduction

Split
PDB dimeric structures released 2022-2024 without close pre-2022 homologues
Adaptation
None; tools run as released
Scoring implementation
Counts of predicted structures per predictive class

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.

18 evidence rows matching the loaded filters

Claims, original sources and review scope · Release 2026-10-22-1b7cf027e4f6
Property and statementOriginal source and locationReview and provenance
Comparison: adaptation
None; tools run as released
Context-only references
Comparative evaluation of the prediction accuracy of AlphaFold and ESMFold for monomeric and dimeric proteins

Original source ↗

Table 2, rows for 'AlphaFold3', column 'XRD'

Version: Version of record, NAR Genomics and Bioinformatics 2026 (PMC12809598 JATS full text)
Retrieved: 2026-10-11T21:30:00Z

not individually reviewed

No individual claim review recorded

independent paper

Source has a recorded evidence concern. Consult its source page before using the claim.

Audit details

Field: attributes.comparison.adaptation

Source artifact SHA-256: aae321d05839186a7595987d05af6e95aec5ac32b93b35c5cf1126902fe798b8

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

Comparison: aggregation
structures in the class whose experimental reference is X-ray diffraction
Context-only references
Comparative evaluation of the prediction accuracy of AlphaFold and ESMFold for monomeric and dimeric proteins

Original source ↗

Table 2, rows for 'AlphaFold3', column 'XRD'

Version: Version of record, NAR Genomics and Bioinformatics 2026 (PMC12809598 JATS full text)
Retrieved: 2026-10-11T21:30:00Z

not individually reviewed

No individual claim review recorded

independent paper

Source has a recorded evidence concern. Consult its source page before using the claim.

Audit details

Field: attributes.comparison.aggregation

Source artifact SHA-256: aae321d05839186a7595987d05af6e95aec5ac32b93b35c5cf1126902fe798b8

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

Comparison: budget
Not reported
Context-only references
Comparative evaluation of the prediction accuracy of AlphaFold and ESMFold for monomeric and dimeric proteins

Original source ↗

Table 2, rows for 'AlphaFold3', column 'XRD'

Version: Version of record, NAR Genomics and Bioinformatics 2026 (PMC12809598 JATS full text)
Retrieved: 2026-10-11T21:30:00Z

missing or unspecified

No individual claim review recorded

independent paper

Source has a recorded evidence concern. Consult its source page before using the claim.

Audit details

Field: attributes.comparison.budget

Source artifact SHA-256: aae321d05839186a7595987d05af6e95aec5ac32b93b35c5cf1126902fe798b8

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

Comparison: dataset version
Not reported
Context-only references
Comparative evaluation of the prediction accuracy of AlphaFold and ESMFold for monomeric and dimeric proteins

Original source ↗

Table 2, rows for 'AlphaFold3', column 'XRD'

Version: Version of record, NAR Genomics and Bioinformatics 2026 (PMC12809598 JATS full text)
Retrieved: 2026-10-11T21:30:00Z

missing or unspecified

No individual claim review recorded

independent paper

Source has a recorded evidence concern. Consult its source page before using the claim.

Audit details

Field: attributes.comparison.dataset_version

Source artifact SHA-256: aae321d05839186a7595987d05af6e95aec5ac32b93b35c5cf1126902fe798b8

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

Comparison: inputs
Amino-acid sequence only
Context-only references
Comparative evaluation of the prediction accuracy of AlphaFold and ESMFold for monomeric and dimeric proteins

Original source ↗

Table 2, rows for 'AlphaFold3', column 'XRD'

Version: Version of record, NAR Genomics and Bioinformatics 2026 (PMC12809598 JATS full text)
Retrieved: 2026-10-11T21:30:00Z

not individually reviewed

No individual claim review recorded

independent paper

Source has a recorded evidence concern. Consult its source page before using the claim.

Audit details

Field: attributes.comparison.inputs

Source artifact SHA-256: aae321d05839186a7595987d05af6e95aec5ac32b93b35c5cf1126902fe798b8

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

Comparison: metric implementation
Counts of predicted structures per predictive class
Context-only references
Comparative evaluation of the prediction accuracy of AlphaFold and ESMFold for monomeric and dimeric proteins

Original source ↗

Table 2, rows for 'AlphaFold3', column 'XRD'

Version: Version of record, NAR Genomics and Bioinformatics 2026 (PMC12809598 JATS full text)
Retrieved: 2026-10-11T21:30:00Z

not individually reviewed

No individual claim review recorded

independent paper

Source has a recorded evidence concern. Consult its source page before using the claim.

Audit details

Field: attributes.comparison.metric_implementation

Source artifact SHA-256: aae321d05839186a7595987d05af6e95aec5ac32b93b35c5cf1126902fe798b8

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

Comparison: population
994 dimers
Context-only references
Comparative evaluation of the prediction accuracy of AlphaFold and ESMFold for monomeric and dimeric proteins

Original source ↗

Table 2, rows for 'AlphaFold3', column 'XRD'

Version: Version of record, NAR Genomics and Bioinformatics 2026 (PMC12809598 JATS full text)
Retrieved: 2026-10-11T21:30:00Z

not individually reviewed

No individual claim review recorded

independent paper

Source has a recorded evidence concern. Consult its source page before using the claim.

Audit details

Field: attributes.comparison.population

Source artifact SHA-256: aae321d05839186a7595987d05af6e95aec5ac32b93b35c5cf1126902fe798b8

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

Comparison: protocol id
lit-structure-20261011-afesmfold-protocol-2-xrd
Context-only references
Comparative evaluation of the prediction accuracy of AlphaFold and ESMFold for monomeric and dimeric proteins

Original source ↗

Table 2, rows for 'AlphaFold3', column 'XRD'

Version: Version of record, NAR Genomics and Bioinformatics 2026 (PMC12809598 JATS full text)
Retrieved: 2026-10-11T21:30:00Z

not individually reviewed

No individual claim review recorded

independent paper

Source has a recorded evidence concern. Consult its source page before using the claim.

Audit details

Field: attributes.comparison.protocol_id

Source artifact SHA-256: aae321d05839186a7595987d05af6e95aec5ac32b93b35c5cf1126902fe798b8

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

Comparison: split
PDB dimeric structures released 2022-2024 without close pre-2022 homologues
Context-only references
Comparative evaluation of the prediction accuracy of AlphaFold and ESMFold for monomeric and dimeric proteins

Original source ↗

Table 2, rows for 'AlphaFold3', column 'XRD'

Version: Version of record, NAR Genomics and Bioinformatics 2026 (PMC12809598 JATS full text)
Retrieved: 2026-10-11T21:30:00Z

not individually reviewed

No individual claim review recorded

independent paper

Source has a recorded evidence concern. Consult its source page before using the claim.

Audit details

Field: attributes.comparison.split

Source artifact SHA-256: aae321d05839186a7595987d05af6e95aec5ac32b93b35c5cf1126902fe798b8

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

Origin
independent_paper
Context-only references
Comparative evaluation of the prediction accuracy of AlphaFold and ESMFold for monomeric and dimeric proteins

Original source ↗

Table 2, rows for 'AlphaFold3', column 'XRD'

Version: Version of record, NAR Genomics and Bioinformatics 2026 (PMC12809598 JATS full text)
Retrieved: 2026-10-11T21:30:00Z

not individually reviewed

No individual claim review recorded

independent paper

Source has a recorded evidence concern. Consult its source page before using the claim.

Audit details

Field: attributes.origin

Source artifact SHA-256: aae321d05839186a7595987d05af6e95aec5ac32b93b35c5cf1126902fe798b8

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

How to read the evidence

Sources and history

Release 2026-10-22-1b7cf027e4f6 · Record review: source checked

1 source record and release historyDownload this release (gzip)
Technical metadata and extraction receipts

Stable ID: lit-structure-20261011-afesmfold-eval-2-alphafold3-xrd

areas
protein-structure; proteins-complexes
contexts
research
origin
independent_paper
protocol
lit-structure-20261011-afesmfold-protocol-2-xrd
version
Primary source as retrieved 2026-10-11
comparison
protocol id: lit-structure-20261011-afesmfold-protocol-2-xrd; dataset version: Not reported; split: PDB dimeric structures released 2022-2024 without close pre-2022 homologues; population: 994 dimers; inputs: Amino-acid sequence only; adaptation: None; tools run as released; metric implementation: Counts of predicted structures per predictive class; aggregation: structures in the class whose experimental reference is X-ray diffraction; budget: Not reported
source locator
Table 2, rows for 'AlphaFold3', column 'XRD'
missing metadata
comparison.budget: reason: unreported; comparison.dataset version: reason: unreported
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