rewire.itbenchmarks
Dataset subset

Plinder-L95

Source-defined subset: Plinder-L95. Exact membership and scoring coverage remain as reported in the cited artifact.

Research readiness

These checks assess whether the evidence supports a reproducible investigation. A source-checked score alone does not meet these requirements.

Release 2026-09-29-06401fd5b220 · 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.
  • artifact hashes: verification is missing
  • join integrity: verification is missing
  • score semantics: verification is missing
  • metric replay: verification is missing

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.
  • artifact hashes: verification is missing
  • join integrity: verification is missing
  • score semantics: verification is missing
  • metric replay: verification is missing
  • annotations: verification is missing
  • dependence: verification is missing

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.
  • artifact hashes: verification is missing
  • join integrity: verification is missing
  • score semantics: verification is missing
  • recipe pinned: verification is missing
  • resource estimate: verification is missing

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.
  • artifact hashes: verification is missing
  • join integrity: verification is missing
  • score semantics: verification is missing
  • independent validation: verification is missing
  • overlap checked: verification is missing

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.

Read reviewed discrepancy investigations

Evaluation results

7 evaluations · 33 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: Boltz-1Protocol: Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries · Plinder-L95 · co-folding
Dataset subset: Plinder-L95
60.6% chirality
percent · higher

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Boltz-1 · Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries · Plinder-L95

Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries

Aggregation: percentage of molecules with consistent chirality

Improving Stereochemical Limitations in Protein–Ligand Complex Structure Prediction · Table 1 (XML tbl1); row Boltz-1; column chirality; footnote a
Configuration: Boltz RcProtocol: Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries · Plinder-L95 · co-folding
Dataset subset: Plinder-L95
0.3 angle_rmsd
degree · lower

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

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

Boltz Rc · Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries · Plinder-L95

Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries

Aggregation: unreported in Table 1 footnote

Improving Stereochemical Limitations in Protein–Ligand Complex Structure Prediction · Table 1 (XML tbl1); row Boltz Rc; column angle_rmsd; footnote a
Configuration: VinaProtocol: Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries · Plinder-L95 · docking with ground-truth-centred search box
Dataset subset: Plinder-L95
100% chirality
percent · higher

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Vina · Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries · Plinder-L95

Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries

Aggregation: percentage of molecules with consistent chirality

Improving Stereochemical Limitations in Protein–Ligand Complex Structure Prediction · Table 1 (XML tbl1); row Vina; column chirality; footnote a
Configuration: Boltz R1Protocol: Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries · Plinder-L95 · co-folding
Dataset subset: Plinder-L95
99.8% chirality
percent · higher

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

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

Boltz R1 · Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries · Plinder-L95

Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries

Aggregation: percentage of molecules with consistent chirality

Improving Stereochemical Limitations in Protein–Ligand Complex Structure Prediction · Table 1 (XML tbl1); row Boltz R1; column chirality; footnote a
Configuration: DiffDockProtocol: Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries · Plinder-L95 · rigid-receptor docking
Dataset subset: Plinder-L95
0 angle_rmsd
degree · lower

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

DiffDock · Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries · Plinder-L95

Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries

Aggregation: unreported in Table 1 footnote

Improving Stereochemical Limitations in Protein–Ligand Complex Structure Prediction · Table 1 (XML tbl1); row DiffDock; column angle_rmsd; footnote a
Configuration: Boltz-1Protocol: Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries · Plinder-L95 · co-folding
Dataset subset: Plinder-L95
0.0283 bond_rmsd
angstrom · lower

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Boltz-1 · Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries · Plinder-L95

Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries

Aggregation: median

Improving Stereochemical Limitations in Protein–Ligand Complex Structure Prediction · Table 1 (XML tbl1); row Boltz-1; column bond_rmsd; footnote a
Configuration: DiffDockProtocol: Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries · Plinder-L95 · rigid-receptor docking
Dataset subset: Plinder-L95
100% chirality
percent · higher

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

DiffDock · Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries · Plinder-L95

Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries

Aggregation: percentage of molecules with consistent chirality

Improving Stereochemical Limitations in Protein–Ligand Complex Structure Prediction · Table 1 (XML tbl1); row DiffDock; column chirality; footnote a
Configuration: DiffDockProtocol: Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries · Plinder-L95 · rigid-receptor docking
Dataset subset: Plinder-L95
0 bond_rmsd
angstrom · lower

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

DiffDock · Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries · Plinder-L95

Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries

Aggregation: median

Improving Stereochemical Limitations in Protein–Ligand Complex Structure Prediction · Table 1 (XML tbl1); row DiffDock; column bond_rmsd; footnote a
Configuration: Boltz-1Protocol: Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries · Plinder-L95 · co-folding
Dataset subset: Plinder-L95
0.438 angle_rmsd
degree · lower

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Boltz-1 · Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries · Plinder-L95

Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries

Aggregation: unreported in Table 1 footnote

Improving Stereochemical Limitations in Protein–Ligand Complex Structure Prediction · Table 1 (XML tbl1); row Boltz-1; column angle_rmsd; footnote a
Configuration: VinaProtocol: Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries · Plinder-L95 · docking with ground-truth-centred search box
Dataset subset: Plinder-L95
0 angle_rmsd
degree · lower

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Vina · Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries · Plinder-L95

Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries

Aggregation: unreported in Table 1 footnote

Improving Stereochemical Limitations in Protein–Ligand Complex Structure Prediction · Table 1 (XML tbl1); row Vina; column angle_rmsd; footnote a
Configuration: AF3Protocol: Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries · Plinder-L95 · co-folding
Dataset subset: Plinder-L95
0.19 angle_rmsd
degree · lower

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

AF3 · Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries · Plinder-L95

Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries

Aggregation: unreported in Table 1 footnote

Improving Stereochemical Limitations in Protein–Ligand Complex Structure Prediction · Table 1 (XML tbl1); row AF3; column angle_rmsd; footnote a
Configuration: Boltz RcProtocol: Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries · Plinder-L95 · co-folding
Dataset subset: Plinder-L95
0.407 protein_rmsd
angstrom · lower

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

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

Boltz Rc · Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries · Plinder-L95

Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries

Aggregation: median

Improving Stereochemical Limitations in Protein–Ligand Complex Structure Prediction · Table 1 (XML tbl1); row Boltz Rc; column protein_rmsd; footnote a
Configuration: Boltz RProtocol: Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries · Plinder-L95 · co-folding
Dataset subset: Plinder-L95
100% chirality
percent · higher

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

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

Boltz R · Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries · Plinder-L95

Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries

Aggregation: percentage of molecules with consistent chirality

Improving Stereochemical Limitations in Protein–Ligand Complex Structure Prediction · Table 1 (XML tbl1); row Boltz R; column chirality; footnote a
Configuration: AF3Protocol: Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries · Plinder-L95 · co-folding
Dataset subset: Plinder-L95
0.998 ligand_rmsd
angstrom · lower

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

AF3 · Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries · Plinder-L95

Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries

Aggregation: median

Improving Stereochemical Limitations in Protein–Ligand Complex Structure Prediction · Table 1 (XML tbl1); row AF3; column ligand_rmsd; footnote a
Configuration: Boltz R1Protocol: Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries · Plinder-L95 · co-folding
Dataset subset: Plinder-L95
0.897 angle_rmsd
degree · lower

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

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

Boltz R1 · Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries · Plinder-L95

Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries

Aggregation: unreported in Table 1 footnote

Improving Stereochemical Limitations in Protein–Ligand Complex Structure Prediction · Table 1 (XML tbl1); row Boltz R1; column angle_rmsd; footnote a
Configuration: Boltz RProtocol: Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries · Plinder-L95 · co-folding
Dataset subset: Plinder-L95
0.41 protein_rmsd
angstrom · lower

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

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

Boltz R · Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries · Plinder-L95

Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries

Aggregation: median

Improving Stereochemical Limitations in Protein–Ligand Complex Structure Prediction · Table 1 (XML tbl1); row Boltz R; column protein_rmsd; footnote a
Configuration: AF3Protocol: Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries · Plinder-L95 · co-folding
Dataset subset: Plinder-L95
70.8% chirality
percent · higher

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

AF3 · Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries · Plinder-L95

Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries

Aggregation: percentage of molecules with consistent chirality

Improving Stereochemical Limitations in Protein–Ligand Complex Structure Prediction · Table 1 (XML tbl1); row AF3; column chirality; footnote a
Configuration: Boltz RProtocol: Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries · Plinder-L95 · co-folding
Dataset subset: Plinder-L95
0.0448 angle_rmsd
degree · lower

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

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

Boltz R · Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries · Plinder-L95

Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries

Aggregation: unreported in Table 1 footnote

Improving Stereochemical Limitations in Protein–Ligand Complex Structure Prediction · Table 1 (XML tbl1); row Boltz R; column angle_rmsd; footnote a
Configuration: Boltz RProtocol: Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries · Plinder-L95 · co-folding
Dataset subset: Plinder-L95
0.0003 bond_rmsd
angstrom · lower

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

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

Boltz R · Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries · Plinder-L95

Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries

Aggregation: median

Improving Stereochemical Limitations in Protein–Ligand Complex Structure Prediction · Table 1 (XML tbl1); row Boltz R; column bond_rmsd; footnote a
Configuration: AF3Protocol: Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries · Plinder-L95 · co-folding
Dataset subset: Plinder-L95
0.363 protein_rmsd
angstrom · lower

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

AF3 · Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries · Plinder-L95

Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries

Aggregation: median

Improving Stereochemical Limitations in Protein–Ligand Complex Structure Prediction · Table 1 (XML tbl1); row AF3; column protein_rmsd; footnote a
Configuration: Boltz RcProtocol: Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries · Plinder-L95 · co-folding
Dataset subset: Plinder-L95
0.0215 bond_rmsd
angstrom · lower

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

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

Boltz Rc · Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries · Plinder-L95

Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries

Aggregation: median

Improving Stereochemical Limitations in Protein–Ligand Complex Structure Prediction · Table 1 (XML tbl1); row Boltz Rc; column bond_rmsd; footnote a
Configuration: Boltz-1Protocol: Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries · Plinder-L95 · co-folding
Dataset subset: Plinder-L95
0.404 protein_rmsd
angstrom · lower

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Boltz-1 · Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries · Plinder-L95

Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries

Aggregation: median

Improving Stereochemical Limitations in Protein–Ligand Complex Structure Prediction · Table 1 (XML tbl1); row Boltz-1; column protein_rmsd; footnote a
Configuration: VinaProtocol: Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries · Plinder-L95 · docking with ground-truth-centred search box
Dataset subset: Plinder-L95
0 bond_rmsd
angstrom · lower

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Vina · Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries · Plinder-L95

Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries

Aggregation: median

Improving Stereochemical Limitations in Protein–Ligand Complex Structure Prediction · Table 1 (XML tbl1); row Vina; column bond_rmsd; footnote a
Configuration: Boltz R1Protocol: Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries · Plinder-L95 · co-folding
Dataset subset: Plinder-L95
0.0345 bond_rmsd
angstrom · lower

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

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

Boltz R1 · Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries · Plinder-L95

Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries

Aggregation: median

Improving Stereochemical Limitations in Protein–Ligand Complex Structure Prediction · Table 1 (XML tbl1); row Boltz R1; column bond_rmsd; footnote a
Configuration: Boltz RProtocol: Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries · Plinder-L95 · co-folding
Dataset subset: Plinder-L95
1.38 ligand_rmsd
angstrom · lower

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

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

Boltz R · Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries · Plinder-L95

Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries

Aggregation: median

Improving Stereochemical Limitations in Protein–Ligand Complex Structure Prediction · Table 1 (XML tbl1); row Boltz R; column ligand_rmsd; footnote a

Source checking is not independent reproduction. Release 2026-09-29-06401fd5b220.

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.

3 evidence rows matching the loaded filters

Claims, original sources and review scope · Release 2026-09-29-06401fd5b220
Property and statementOriginal source and locationReview and provenance
attributes.source_locator
Table 1 (XML tbl1); row AF3; column protein_rmsd; footnote a
Context-only references
Improving Stereochemical Limitations in Protein–Ligand Complex Structure Prediction

Original source ↗

Table 1 (XML tbl1); row AF3; column protein_rmsd; footnote a

Version: version of record
Retrieved: 2026-09-16T10:41:16.555674+00:00

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.source_locator

Source artifact SHA-256: 78a77b9a0ab8bfa371f5b9baef3f443f4590d6e71cf864d67e90e9ebdfa7fc1b

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

Inspected artifact

description
Source-defined subset: Plinder-L95. Exact membership and scoring coverage remain as reported in the cited artifact.
Context-only references
Improving Stereochemical Limitations in Protein–Ligand Complex Structure Prediction

Original source ↗

Table 1 (XML tbl1); row AF3; column protein_rmsd; footnote a

Version: version of record
Retrieved: 2026-09-16T10:41:16.555674+00:00

not individually reviewed

No individual claim review recorded

Audit details

Field: description

Source artifact SHA-256: 78a77b9a0ab8bfa371f5b9baef3f443f4590d6e71cf864d67e90e9ebdfa7fc1b

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

Inspected artifact

name
Plinder-L95
Context-only references
Improving Stereochemical Limitations in Protein–Ligand Complex Structure Prediction

Original source ↗

Table 1 (XML tbl1); row AF3; column protein_rmsd; footnote a

Version: version of record
Retrieved: 2026-09-16T10:41:16.555674+00:00

not individually reviewed

No individual claim review recorded

Audit details

Field: name

Source artifact SHA-256: 78a77b9a0ab8bfa371f5b9baef3f443f4590d6e71cf864d67e90e9ebdfa7fc1b

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

Inspected artifact

Sources and history

View linked audit checks and correction history

Release 2026-09-29-06401fd5b220 · Record review: discovered

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

Stable ID: acquired-dataset-500bdf8d9750fb032041

source locator
Table 1 (XML tbl1); row AF3; column protein_rmsd; footnote a
missing metadata
split manifest: unextracted
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