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Evaluation

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

Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries; Plinder-L95. Source checked, not independently reproduced.

Evaluation results

Release 2026-09-19-eb6149e5d766 · 1 evaluation · 5 metric rows. Different protocols are not a single leaderboard. Charts retain each source table’s protocol and dataset.

Results grouped by the exact reported evaluation
Metric and findingCoverage and uncertaintyEvidence
AF3 · Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries · Plinder-L95

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

Independent external evaluation · Evaluation metadata: discovered

0.1895 angle_rmsd

Unit: degree · Direction: lower

Aggregation: unreported in Table 1 footnote

Uncertainty: Not reported

Scored: Not reported · Eligible: Not reported

source checkedImproving Stereochemical Limitations in Protein–Ligand Complex Structure Prediction · Table 1 (XML tbl1); row AF3; column angle_rmsd; footnote a

Source checking is not independent reproduction.

0.9981 ligand_rmsd

Unit: angstrom · Direction: lower

Aggregation: median

Uncertainty: Not reported

Scored: Not reported · Eligible: Not reported

source checkedImproving Stereochemical Limitations in Protein–Ligand Complex Structure Prediction · Table 1 (XML tbl1); row AF3; column ligand_rmsd; footnote a

Source checking is not independent reproduction.

70.77% chirality

Unit: percent · Direction: higher

Aggregation: percentage of molecules with consistent chirality

Uncertainty: Not reported

Scored: Not reported · Eligible: Not reported

source checkedImproving Stereochemical Limitations in Protein–Ligand Complex Structure Prediction · Table 1 (XML tbl1); row AF3; column chirality; footnote a

Source checking is not independent reproduction.

0.3632 protein_rmsd

Unit: angstrom · Direction: lower

Aggregation: median

Uncertainty: Not reported

Scored: Not reported · Eligible: Not reported

source checkedImproving Stereochemical Limitations in Protein–Ligand Complex Structure Prediction · Table 1 (XML tbl1); row AF3; column protein_rmsd; footnote a

Source checking is not independent reproduction.

0.0192 bond_rmsd

Unit: angstrom · Direction: lower

Aggregation: median

Uncertainty: Not reported

Scored: Not reported · Eligible: Not reported

source checkedImproving Stereochemical Limitations in Protein–Ligand Complex Structure Prediction · Table 1 (XML tbl1); row AF3; column bond_rmsd; footnote a

Source checking is not independent reproduction.

Methods and reproduction

Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries; Plinder-L95. Source checked, not independently reproduced.

configuration
AF3
protocol
Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries · Plinder-L95 · co-folding
dataset subset
Plinder-L95
Split
all entries (includes Before and After training cutoff subsets)
Adaptation
unreported
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.

Evaluation procedure

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

Configuration
AF3
Protocol
Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries · Plinder-L95 · co-folding
Dataset subset
Plinder-L95
origin
Independent external evaluation
configuration
Not reported
protocol id
acquired-protocol-127e215c861a6b462f4d
dataset version
ACS Omega 2025 version of record; PMC12658688 XML retrieved 2026-09-19
split
all entries (includes Before and After training cutoff subsets)
population
Plinder-L95
inputs
co-folding
adaptation
unreported
aggregation
metric-specific; inspect each result

Metadata review: discovered. Unreported conditions prevent automatic comparisons.

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.

26 evidence rows matching the loaded filters

Claims, original sources and review scope · Release 2026-09-19-eb6149e5d766
Property and statementOriginal source and locationReview and provenance
attributes.comparison.adaptation

unreported

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

missing or unspecified

No individual claim review recorded

independent paper

Audit details

Field: attributes.comparison.adaptation

Source artifact SHA-256: 78a77b9a0ab8bfa371f5b9baef3f443f4590d6e71cf864d67e90e9ebdfa7fc1b

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

Inspected artifact

attributes.comparison.aggregation

metric-specific; inspect each result

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

independent paper

Audit details

Field: attributes.comparison.aggregation

Source artifact SHA-256: 78a77b9a0ab8bfa371f5b9baef3f443f4590d6e71cf864d67e90e9ebdfa7fc1b

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

Inspected artifact

attributes.comparison.dataset_version

ACS Omega 2025 version of record; PMC12658688 XML retrieved 2026-09-19

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

independent paper

Audit details

Field: attributes.comparison.dataset_version

Source artifact SHA-256: 78a77b9a0ab8bfa371f5b9baef3f443f4590d6e71cf864d67e90e9ebdfa7fc1b

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

Inspected artifact

attributes.comparison.inputs

co-folding

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

independent paper

Audit details

Field: attributes.comparison.inputs

Source artifact SHA-256: 78a77b9a0ab8bfa371f5b9baef3f443f4590d6e71cf864d67e90e9ebdfa7fc1b

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

Inspected artifact

attributes.comparison.population

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

independent paper

Audit details

Field: attributes.comparison.population

Source artifact SHA-256: 78a77b9a0ab8bfa371f5b9baef3f443f4590d6e71cf864d67e90e9ebdfa7fc1b

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

Inspected artifact

attributes.comparison.protocol_id

acquired-protocol-127e215c861a6b462f4d

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

independent paper

Audit details

Field: attributes.comparison.protocol_id

Source artifact SHA-256: 78a77b9a0ab8bfa371f5b9baef3f443f4590d6e71cf864d67e90e9ebdfa7fc1b

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

Inspected artifact

attributes.comparison.split

all entries (includes Before and After training cutoff subsets)

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

independent paper

Audit details

Field: attributes.comparison.split

Source artifact SHA-256: 78a77b9a0ab8bfa371f5b9baef3f443f4590d6e71cf864d67e90e9ebdfa7fc1b

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

Inspected artifact

attributes.conditions.checkpoint_hash

No value recorded

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

missing or unspecified

No individual claim review recorded

independent paper

Audit details

Field: attributes.conditions.checkpoint_hash

Source artifact SHA-256: 78a77b9a0ab8bfa371f5b9baef3f443f4590d6e71cf864d67e90e9ebdfa7fc1b

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

Inspected artifact

attributes.conditions.comparison_compatibility

mixed_input_information; descriptive source table only, no ranked fair-comparison claim

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

independent paper

Audit details

Field: attributes.conditions.comparison_compatibility

Source artifact SHA-256: 78a77b9a0ab8bfa371f5b9baef3f443f4590d6e71cf864d67e90e9ebdfa7fc1b

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

Inspected artifact

attributes.conditions.dataset_size

6600

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

independent paper

Audit details

Field: attributes.conditions.dataset_size

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 2026-09-19-eb6149e5d766 · Record review: discovered

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

Stable ID: acquired-evaluation-b58708621b68a98da3ab

origin
independent_paper
protocol
Paper-specific Plinder-L95 stereochemistry assessment; Table 1 all entries
source locator
Table 1 (XML tbl1); row AF3; column protein_rmsd; footnote a
conditions
checkpoint hash: Not reported; comparison compatibility: mixed_input_information; descriptive source table only, no ranked fair-comparison claim; dataset size: 6600; eligible count: Not reported; input information: Vina receives ground-truth ligand-centred 30 angstrom cubic search box and exhaustiveness 16; neural co-folding methods receive shared MMSeqs2 v15 MSAs; input conditions differ.; model configuration: Boltz recycle=10, diffusion samples=5; AF3 and DiffDock default parameters; restraint variants as table condition.; plinder release: unextracted; restraint parameters: Not reported; scored count: Not reported; selection: monomer proteins; single nonpolymeric ligand with sp3-carbon chiral center; allowed elements C,N,O,F,P,S,Cl,Br,I; RDKit conformer generation; ligand Tanimoto clustering 0.95; training overlap: All-entry summary includes structures before 2021-09-30; do not label held-out generalization.
comparison
protocol id: acquired-protocol-127e215c861a6b462f4d; dataset version: ACS Omega 2025 version of record; PMC12658688 XML retrieved 2026-09-19; split: all entries (includes Before and After training cutoff subsets); population: Plinder-L95; inputs: co-folding; adaptation: unreported; aggregation: metric-specific; inspect each result
missing metadata
checkpoint revision: unreported; scored count: unreported
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