MCC of ESM2_AMP_CSE on Pan_dataset five-fold PPI cross-validation
0.957 MCC
Methods
- Tested configuration
- ESM2_AMP_CSE
- Protocol
- Pan_dataset five-fold PPI cross-validation (protein-protein interaction prediction)
- Dataset
- Pan_dataset five-fold PPI cross-validation
- Procedure
- ESM 2_AMPS, ESM 2_AMP_CSE and ESM 2_DPM evaluated as complete PPI pipelines. Pan_dataset; Table 2 five-fold cross-validation.
- Evaluation
- ESM2_AMP_CSE: Pan_dataset five-fold PPI cross-validation
- Coverage
- Not reported scored / Not reported eligible
- Uncertainty
- Not reported by the source
- Evidence
- Author-reported evaluation · source checkedESM2_AMP: an interpretable framework for protein–protein interactions prediction and biological mechanism discovery · Table 2, row ESM2_AMP_CSE, column MCC; XML row3 column6
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
- Pan_dataset; Table 2 five-fold cross-validation.
- Adaptation
- Paper-specific evaluated pipeline; exact checkpoint not inferred from label
- 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 |
|---|---|---|
| Reported result 0.9574 Individual claims | ESM2_AMP: an interpretable framework for protein–protein interactions prediction and biological mechanism discovery Table 2, row ESM2_AMP_CSE, column MCC; XML row3 column6 Version: version of record | source checked ["transcription","automated-source-review"] · 2026-09-17 author reported Audit detailsSource checked does not mean experimentally reproduced. Field: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
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: paper-result-7317681be4f0a4ac94
- areas
- molecular-interactions
- tasks
- protein-protein interaction prediction
- printed value
- 0.9574
- numeric value
- 0.9574
- metric
- matthews-correlation-coefficient
- metric direction
- higher
- unit
- unitless
- source locator
- Table 2, row ESM2_AMP_CSE, column MCC; XML row3 column6
- source occurrences
- source id: part2-esm2-amp-2025; locator: Table 2, row ESM2_AMP_CSE, column MCC; XML row3 column6
- review
- method: transcription; automated-source-review; date: 2026-09-17; note: Source checked does not mean experimentally reproduced.; method note: primary table; source review separate from transcription
- missing metadata
- checkpoint revision: reason: unextracted; eligible count: reason: unextracted; reported population: reason: unextracted; scored count: reason: unreported; uncertainty: reason: unreported