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Release 2026-09-29-06401fd5b220 · Evidence verified: Not verified
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1 evaluation · 1 result. Different protocols are not a single leaderboard.
Applied filters: All linked evaluations
| Tested configuration | Protocol and dataset | Finding | Evidence and details |
|---|---|---|---|
| Configuration: structure-informed pLM | Task: protein variant-effect classification Dataset: variant-effects benchmark | 0.803 AUROC fraction · unknown Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourcestructure-informed pLM: protein variant-effect classification combined amino-acid, secondary structure, solvent accessibility and contact-map scoring Aggregation: Not reported Structure-Informed Protein Language Models are Robust Predictors for Variant Effects · PMC12068927 HTML, Table4, AA+SS+RSA+CM row, AUROC column |
Source checking is not independent reproduction. Release 2026-09-29-06401fd5b220.
combined amino-acid, secondary structure, solvent accessibility and contact-map scoring
Metadata review: needs review. Unreported conditions prevent automatic comparisons.
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17 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| attributes.comparison.adaptation Not reported Context-only references | Structure-Informed Protein Language Models are Robust Predictors for Variant Effects No field-specific location recorded Version: Human Genetics 2025 journal article (online 2024) | missing or unspecified No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.aggregation Not reported Context-only references | Structure-Informed Protein Language Models are Robust Predictors for Variant Effects No field-specific location recorded Version: Human Genetics 2025 journal article (online 2024) | missing or unspecified No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.budget Not reported Context-only references | Structure-Informed Protein Language Models are Robust Predictors for Variant Effects No field-specific location recorded Version: Human Genetics 2025 journal article (online 2024) | missing or unspecified No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.dataset_version Not reported Context-only references | Structure-Informed Protein Language Models are Robust Predictors for Variant Effects No field-specific location recorded Version: Human Genetics 2025 journal article (online 2024) | missing or unspecified No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.inputs Not reported Context-only references | Structure-Informed Protein Language Models are Robust Predictors for Variant Effects No field-specific location recorded Version: Human Genetics 2025 journal article (online 2024) | missing or unspecified No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.metric_implementation Not reported Context-only references | Structure-Informed Protein Language Models are Robust Predictors for Variant Effects No field-specific location recorded Version: Human Genetics 2025 journal article (online 2024) | missing or unspecified No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.population Not reported Context-only references | Structure-Informed Protein Language Models are Robust Predictors for Variant Effects No field-specific location recorded Version: Human Genetics 2025 journal article (online 2024) | missing or unspecified No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.protocol_id Not reported Context-only references | Structure-Informed Protein Language Models are Robust Predictors for Variant Effects No field-specific location recorded Version: Human Genetics 2025 journal article (online 2024) | missing or unspecified No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.split paper evaluation Context-only references | Structure-Informed Protein Language Models are Robust Predictors for Variant Effects No field-specific location recorded Version: Human Genetics 2025 journal article (online 2024) | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.origin author_reported Context-only references | Structure-Informed Protein Language Models are Robust Predictors for Variant Effects No field-specific location recorded Version: Human Genetics 2025 journal article (online 2024) | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
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Release 2026-09-29-06401fd5b220 · Record review: needs review
Stable ID: evaluation-b2-structure-informed-plm-2025