model · method

ESM2_AMPS

ESM2_AMPS is the method recorded for protein-protein interaction prediction. This page preserves the configuration reported by ESM2_AMP: an interpretable framework for protein–protein interactions prediction and biological mechanism discovery.

1 evaluations · 1 metric rows

At a glance

Explanatory profile: limited source coverage · Automated source review, 2026-09-16. This does not change the review status of its results.

Inputs, outputs and configuration
Property	Description and evidence
Recorded dataset	Bernett PPI datasetESM2_AMP: an interpretable framework for protein–protein interactions prediction and biological mechanism discovery · Table 4, ESM2_AMPS row, AUROC column
Model type	Not extracted or verified for this record.
Known versions	Not extracted or verified for this record.
Training data	Not extracted or verified for this record.
Context limits	Not extracted or verified for this record.
Access	Not extracted or verified for this record.
Code licence	Not extracted or verified for this record.
Weights licence	Not extracted or verified for this record.

How it works

Recorded evaluation

The imported evaluation describes this procedure: ESM2-derived embeddings plus paper interaction predictor

ESM2_AMP: an interpretable framework for protein–protein interactions prediction and biological mechanism discovery · Table 4, ESM2_AMPS row, AUROC column

Benchmarks and results

Release 2026-09-16-d74d282221a9 · 1 evaluation · 1 metric row. Different protocols are not a single leaderboard.

Evaluated configurationMetricEvidence origin

Results grouped by the exact reported evaluation
Metric and finding	Coverage and uncertainty	Evidence
ESM2_AMPS: protein-protein interaction prediction Model: ESM2_AMPS · Benchmark: protein-protein interaction prediction · Dataset: Bernett PPI dataset 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.

Strengths and limitations

Strengths and considerations

No source-reviewed explanatory claims are recorded here yet.

Limitations and conditions

This is an evidence-limited profile. The recorded evaluation context does not establish performance on other datasets or configurations.ESM2_AMP: an interpretable framework for protein–protein interactions prediction and biological mechanism discovery · Table 4, ESM2_AMPS row, AUROC column

Profile review details

Reviewed the existing release record, its source pointer and linked evaluation context. This is not a fresh full-text architecture review or independent reproduction; numerical review status is unchanged.

Stable record: reported-model-67ea6bd77b2ed1

Sources and history

Release 2026-09-16-d74d282221a9 · Record review: needs review

ESM2_AMP: an interpretable framework for protein–protein interactions prediction and biological mechanism discovery · Original source · version of record

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Technical metadata and extraction receipts

Stable ID: reported-model-67ea6bd77b2ed1

areas: molecular-interactions
entity level: method
version: Not reported
reported name: ESM2_AMPS
missing metadata: version: not_reported_in_legacy_extract; checkpoint revision: not_reported_in_legacy_extract; training data: not_reported_in_legacy_extract; licence: not_reported_in_legacy_extract

Related records

model: ESM2_AMPS: protein-protein interaction prediction

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