AUROC of CLAPE-SMB with ESM-2 on SJC
0.917 AUROC
Methods
- Tested pipeline
- CLAPE-SMB with ESM-2
- Task
- protein-small molecule binding-site prediction
- Dataset
- SJC
- Procedure
- Contrastive CLAPE-SMB binding-site predictor with ESM-2 feature extractor
- Evaluation
- CLAPE-SMB with ESM-2: protein-small molecule binding-site prediction
- Coverage
- Not reported scored / Not reported eligible
- Uncertainty
- Not yet extracted
- Evidence
- Author-reported evaluation · 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
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 0.917 Individual claims | 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 Version: version of record | source checked ["ai-assisted-source-review"] · 2026-09-16T10:41:06Z author reported Audit detailsESM-2 on SJC AUROC. Transcription verified; experimental claims not independently reproduced. Field: Claim: claim-lit-b4-011 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
- Protein-small molecule binding site prediction based on a pre-trained protein language model with contrastive learning · Original source · version of record
Technical metadata and extraction receipts
Stable ID: lit-b4-011
- areas
- proteins-complexes
- tasks
- protein-small molecule binding-site prediction
- printed value
- 0.917
- numeric value
- 0.917
- metric
- auroc
- metric direction
- unknown
- unit
- unitless
- source locator
- Table 5, ESM-2 / SJC row, AUROC column
- review
- method: ai-assisted-source-review; reviewer: codex; reviewed at: 2026-09-16T10:41:06Z; evidence: 0.917; artifact sha256: 215919244c3dd2dfb0b55fce91c211430fd8d4aee4bb28bd03eab9f4feb73e62; retrieval url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC11542454/fullTextXML; method note: independent; table-level review; reviewer note: role: primary curator table review; note: ESM-2 on SJC AUROC. Transcription verified; experimental claims not independently reproduced.
- legacy id
- lit-b4-011
- missing metadata
- dataset version: reason: unextracted; model version: reason: unextracted; split: reason: unextracted; uncertainty: reason: unextracted