1 evaluation · 1 result. Different protocols are not a single leaderboard.
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| 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 yet extracted 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 |
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single-feature ESM-2 embedding comparison
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17 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
Release 2026-11-02-a7f03c9e55a5 · Record review: needs review
Stable ID: evaluation-b2-clathrin-plm-2025