evaluation · needs review
ESM-2 embedding + paper classifier: clathrin protein classification
Evaluation procedure
single-feature ESM-2 embedding comparison
- Model
- ESM-2 embedding + paper classifier
- Benchmark
- clathrin protein classification
- Dataset
- CLA-IND0.6
- origin
- Independent external evaluation
- configuration
- not stated in table
- protocol id
- Not reported
- dataset version
- Not reported
- split
- independent test
- population
- Not reported
- inputs
- Not reported
- adaptation
- Not reported
- metric implementation
- Not reported
- aggregation
- Not reported
- budget
- Not reported
Metadata review: needs review. Unreported conditions prevent automatic comparisons.
Evaluation results
Release 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. |
Sources and history
Release 2026-09-16-d74d282221a9 · Record review: needs review
- Advancing the accuracy of clathrin protein prediction through multi-source protein language models · Original source · journal full text in PMC
Technical metadata and extraction receipts
Stable ID: evaluation-b2-clathrin-plm-2025
- areas
- proteins-complexes
- tasks
- clathrin protein classification
- origin
- independent_paper
- protocol
- single-feature ESM-2 embedding comparison
- version
- not stated in table
- comparison
- protocol id: Not reported; dataset version: Not reported; split: independent test; population: Not reported; inputs: Not reported; adaptation: Not reported; metric implementation: Not reported; aggregation: Not reported; budget: Not reported
- missing metadata
- dataset version: not_reported_in_legacy_extract
Related records
- model: ESM-2 embedding + paper classifier
- benchmark: clathrin protein classification
- dataset: CLA-IND0.6
- evaluation: ESM-2 embedding + paper classifier · accuracy · CLA-IND0.6