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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 |
|---|---|---|---|
| Pipeline: ESM-2 embedding + paper classifier | Task: clathrin protein classification Dataset: CLA-IND0.6 | 0.916 accuracy fraction · unknown Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceESM-2 embedding + paper classifier: clathrin protein classification single-feature ESM-2 embedding comparison Aggregation: Not reported Advancing the accuracy of clathrin protein prediction through multi-source protein language models · Table 2, Independent test / ESM-2 row, ACC column |
Source checking is not independent reproduction. Release 2026-09-29-06401fd5b220.
single-feature ESM-2 embedding comparison
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 | Advancing the accuracy of clathrin protein prediction through multi-source protein language models No field-specific location recorded Version: journal full text in PMC | missing or unspecified No individual claim review recorded independent paper Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.aggregation Not reported Context-only references | Advancing the accuracy of clathrin protein prediction through multi-source protein language models No field-specific location recorded Version: journal full text in PMC | missing or unspecified No individual claim review recorded independent paper Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.budget Not reported Context-only references | Advancing the accuracy of clathrin protein prediction through multi-source protein language models No field-specific location recorded Version: journal full text in PMC | missing or unspecified No individual claim review recorded independent paper 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 | Advancing the accuracy of clathrin protein prediction through multi-source protein language models No field-specific location recorded Version: journal full text in PMC | missing or unspecified No individual claim review recorded independent paper Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.inputs Not reported Context-only references | Advancing the accuracy of clathrin protein prediction through multi-source protein language models No field-specific location recorded Version: journal full text in PMC | missing or unspecified No individual claim review recorded independent paper 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 | Advancing the accuracy of clathrin protein prediction through multi-source protein language models No field-specific location recorded Version: journal full text in PMC | missing or unspecified No individual claim review recorded independent paper Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.population Not reported Context-only references | Advancing the accuracy of clathrin protein prediction through multi-source protein language models No field-specific location recorded Version: journal full text in PMC | missing or unspecified No individual claim review recorded independent paper 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 | Advancing the accuracy of clathrin protein prediction through multi-source protein language models No field-specific location recorded Version: journal full text in PMC | missing or unspecified No individual claim review recorded independent paper Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.split independent test Context-only references | Advancing the accuracy of clathrin protein prediction through multi-source protein language models No field-specific location recorded Version: journal full text in PMC | not individually reviewed No individual claim review recorded independent paper Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.origin independent_paper Context-only references | Advancing the accuracy of clathrin protein prediction through multi-source protein language models No field-specific location recorded Version: journal full text in PMC | not individually reviewed No individual claim review recorded independent paper 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-clathrin-plm-2025