This paper-specific evaluation tests clathrin protein classification using CLA-IND0.6.
Explanatory profile: limited source coverage · Automated source review, 2026-09-16. This does not change the review status of its results.
| Property | Description and evidence |
|---|---|
| Record type | Paper-specific task; protocol incompletely extractedAdvancing the accuracy of clathrin protein prediction through multi-source protein language models · Table 2, Independent test / ESM-2 row, ACC column |
| Inputs | CLA-IND0.6Advancing the accuracy of clathrin protein prediction through multi-source protein language models · Table 2, Independent test / ESM-2 row, ACC column |
| Assessment | accuracyAdvancing the accuracy of clathrin protein prediction through multi-source protein language models · Table 2, Independent test / ESM-2 row, ACC column |
| Recorded split or evaluation setting | independent testAdvancing the accuracy of clathrin protein prediction through multi-source protein language models · Table 2, Independent test / ESM-2 row, ACC column |
| Datasets | Not extracted or verified for this record. |
| Organisms | Not extracted or verified for this record. |
| Assays | Not extracted or verified for this record. |
| Adaptation | Not extracted or verified for this record. |
| Baselines | Not extracted or verified for this record. |
Outline of the existing paper extraction. Split membership, fitting details and scorer implementation remain incompletely reviewed.
The existing paper extraction describes: single-feature ESM-2 embedding comparison. This description is retained with the exact evaluation records; it is not a new protocol reconstruction.
Advancing the accuracy of clathrin protein prediction through multi-source protein language models · Table 2, Independent test / ESM-2 row, ACC columnRelease 2026-09-16-d74d282221a9 · 1 evaluation · 1 metric row. Different protocols are not a single leaderboard.
| Metric and finding | Coverage and uncertainty | Evidence |
|---|---|---|
| ESM-2 embedding + paper classifier: clathrin protein classification Model: ESM-2 embedding + paper classifier · Benchmark: clathrin protein classification · Dataset: CLA-IND0.6 single-feature ESM-2 embedding comparison Independent external evaluation · Evaluation metadata: needs review | ||
| 0.916 accuracy Unit: fraction · Direction: unknown | Uncertainty: not reported in legacy extract Scored: Not reported · Eligible: Not reported | source checkedAdvancing 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. |
Catalogue extraction inspected; protocol claims remain limited to the cited evidence. Missing details are not presumed absent from the original paper.
Stable record: reported-task-786c09824e9bf5Release 2026-09-16-d74d282221a9 · Record review: needs review
Stable ID: reported-task-786c09824e9bf5