model · method

CLAPE-SMB with ESM-2

CLAPE-SMB with ESM-2 is the method recorded for protein-small molecule binding-site prediction. This page preserves the configuration reported by Protein-small molecule binding site prediction based on a pre-trained protein language model with contrastive learning.

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	SJCProtein-small molecule binding site prediction based on a pre-trained protein language model with contrastive learning · Table 5, ESM-2 / SJC 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: Contrastive CLAPE-SMB binding-site predictor with ESM-2 feature extractor

Protein-small molecule binding site prediction based on a pre-trained protein language model with contrastive learning · Table 5, ESM-2 / SJC 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
CLAPE-SMB with ESM-2: protein-small molecule binding-site prediction Model: CLAPE-SMB with ESM-2 · Benchmark: protein-small molecule binding-site prediction · Dataset: SJC Contrastive CLAPE-SMB binding-site predictor with ESM-2 feature extractor Author-reported evaluation · Evaluation metadata: needs review
0.917 AUROC Unit: fraction · Direction: unknown	Uncertainty: not reported in legacy extract Scored: Not reported · Eligible: Not reported	source checkedProtein-small molecule binding site prediction based on a pre-trained protein language model with contrastive learning · Table 5, ESM-2 / SJC 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.Protein-small molecule binding site prediction based on a pre-trained protein language model with contrastive learning · Table 5, ESM-2 / SJC 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-57dbab30462150

Sources and history

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

Protein-small molecule binding site prediction based on a pre-trained protein language model with contrastive learning · Original source · version of record

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Technical metadata and extraction receipts

Stable ID: reported-model-57dbab30462150

areas: proteins-complexes
entity level: method
version: Not reported
reported name: CLAPE-SMB with ESM-2
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: CLAPE-SMB with ESM-2: protein-small molecule binding-site prediction

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