AUROC of ESM2_AMPS on Bernett PPI dataset
0.68 AUROC
Methods
- Tested pipeline
- ESM2_AMPS
- Task
- protein-protein interaction prediction
- Dataset
- Bernett PPI dataset
- Procedure
- ESM2-derived embeddings plus paper interaction predictor
- Evaluation
- ESM2_AMPS: protein-protein interaction prediction
- Coverage
- Not reported scored / Not reported eligible
- Uncertainty
- Not yet extracted
- 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.
Reproduction
- Split
- Not reported
- Adaptation
- Not reported
- Scoring implementation
- Not reported
No execution recipe has been verified for this exact configuration and evaluation. A benchmark's general instructions may use different inputs, splits or model settings.
Reproducing this published result requires matching its model configuration, data, split and scorer. Source checking or a successful smoke test does not establish score reproduction.
Evidence
Source checking verifies the cited claim or transcription. It does not establish independent reproduction.
Evidence table
Inspect claims, sources and review details
Trace each statement to its source and review. A context-only reference supports the record generally; it does not verify an individual field. Source checking does not reproduce an experiment.
One row per statement and cited source. Multiple citations are not independent evaluations. Shared locators are labelled explicitly.
1 evidence row matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| Printed value 0.68 Individual claims | ESM2_AMP: an interpretable framework for protein–protein interactions prediction and biological mechanism discovery Table 4, ESM2_AMPS row, AUROC column Version: version of record | source checked ["independent-cell-check"] · 2026-09-16T10:33:58.625Z author reported Audit detailsExact row/header labels and numeric cell matched. Check verifies transcription, not experimental correctness. Field: Claim: claim-lit-b4-024 Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record Extraction artifact SHA-256: |
Sources and history
Release 2026-11-02-a7f03c9e55a5 · Record review: source checked
1 source record and release history
- 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
- unitless
- source locator
- Table 4, ESM2_AMPS row, AUROC column
- review
- method: independent-cell-check; reviewer: rewire-deterministic-table-checker; reviewed at: 2026-09-16T10:33:58.625Z; 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; method note: primary XML source; exact label and cell match; reviewer note: version v1; note: Exact row/header labels and numeric cell matched. Check verifies transcription, not experimental correctness.
- legacy id
- lit-b4-024
- missing metadata
- dataset version: reason: unextracted; model version: reason: unextracted; split: reason: unextracted; uncertainty: reason: unextracted
Related records
- evaluation: ESM2_AMPS: protein-protein interaction prediction
- subject: Reported AUROC for ESM2_AMPS