result · source checked
0.68 AUROC
ESM2_AMPS · AUROC · Bernett PPI dataset
- Tested model
- ESM2_AMPS
- Task or benchmark
- protein-protein interaction prediction
- Dataset
- Bernett PPI dataset
- Procedure
- ESM2-derived embeddings plus paper interaction predictor
- Evaluation
- ESM2_AMPS: protein-protein interaction prediction
- Evidence
- Author-reported evaluation · source checkedESM2_AMP: an interpretable framework for protein–protein interactions prediction and biological mechanism discovery · Table 4, ESM2_AMPS row, AUROC column
A source-checked result verifies the numerical transcription, not every model or protocol detail. Evaluation metadata: needs review. Source checked does not mean independently reproduced.
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 |
|---|---|---|
| ESM2_AMPS: protein-protein interaction prediction ESM2-derived embeddings plus paper interaction predictor Author-reported evaluation · Evaluation metadata: needs review | ||
| 0.68 AUROC Unit: fraction · Direction: unknown | Uncertainty: not reported in legacy extract Scored: Not reported · Eligible: Not reported | source checkedESM2_AMP: an interpretable framework for protein–protein interactions prediction and biological mechanism discovery · Table 4, ESM2_AMPS row, AUROC column Source checking is not independent reproduction. |
Sources and history
Release 2026-09-16-d74d282221a9 · Record review: source checked
- ESM2_AMP: an interpretable framework for protein–protein interactions prediction and biological mechanism discovery · Original source · version of record
Technical metadata and extraction receipts
Stable ID: lit-b4-024
- areas
- molecular-interactions
- tasks
- protein-protein interaction prediction
- printed value
- 0.68
- numeric value
- 0.68
- metric
- AUROC
- metric direction
- unknown
- unit
- fraction
- uncertainty
- Not reported
- source locator
- Table 4, ESM2_AMPS row, AUROC column
- review
- method: primary_xml_exact_label_cell_check; reviewer: rewire deterministic table checker v1; reviewed at: 2026-09-16T10:33:58.625Z; notes: Exact row/header labels and numeric cell matched. Check verifies transcription, not experimental correctness.; evidence: Table 4, ESM2_AMPS row, AUROC column; cell: 0.68; artifact sha256: 8e7ad6efb72ca28d73037cdf465b0e62f99cd6d0ee4ca9eaf96a4c48da22fd6c; retrieval url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC12392411/fullTextXML
- legacy id
- lit-b4-024
- legacy row
- id: lit-b4-024; paper id: esm2-amp-2025; domain id: molecular-interactions; task: protein-protein interaction prediction; model: ESM2_AMPS; model version: Not reported; dataset: Bernett PPI dataset; dataset version: Not reported; split: Not reported; metric: AUROC; value: 0.68; unit: fraction; uncertainty: Not reported; protocol: ESM2-derived embeddings plus paper interaction predictor; source locator: Table 4, ESM2_AMPS row, AUROC column; source url: https://pmc.ncbi.nlm.nih.gov/articles/PMC12392411/; evaluation origin: author_reported; reviewed utc: 2026-09-15T23:37:05Z
- missing metadata
- model version: not_reported_in_legacy_extract; dataset version: not_reported_in_legacy_extract; split: not_reported_in_legacy_extract; uncertainty: not_reported_in_legacy_extract
Related records
- evaluation: ESM2_AMPS: protein-protein interaction prediction
- subject: Reported AUROC for ESM2_AMPS