0.7932 AUC
ESM2_AMPS: AUC on real_test PPI held-out evaluation
- Tested configuration
- ESM2_AMPS
- Protocol
- real_test PPI held-out evaluation (protein-protein interaction prediction)
- Dataset
- real_test PPI held-out evaluation
- Procedure
- Complete trained PPI pipelines evaluated on real_test. Paper real_test dataset; Table 3.
- Evaluation
- ESM2_AMPS: real_test PPI held-out evaluation
- Evidence
- Author-reported evaluation · source checkedESM2_AMP: an interpretable framework for protein–protein interactions prediction and biological mechanism discovery · Table 3, row ESM2_AMPS, column AUC; XML row2 column5
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.
Evaluation results
Release 2026-09-17-d277315f7d76 · 1 evaluation · 1 metric row. Different protocols are not a single leaderboard.
| Metric and finding | Coverage and uncertainty | Evidence |
|---|---|---|
| ESM2_AMPS: real_test PPI held-out evaluation Configuration: ESM2_AMPSProtocol: real_test PPI held-out evaluation (protein-protein interaction prediction)Dataset: real_test PPI held-out evaluation Complete trained PPI pipelines evaluated on real_test. Paper real_test dataset; Table 3. Author-reported evaluation · Evaluation metadata: needs review | ||
| 0.7932 AUC Unit: fraction · Direction: higher | Uncertainty: unreported Scored: Not reported · Eligible: Not reported | source checkedESM2_AMP: an interpretable framework for protein–protein interactions prediction and biological mechanism discovery · Table 3, row ESM2_AMPS, column AUC; XML row2 column5 Source checking is not independent reproduction. |
Evidence table
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 0.7932 Individual claims | ESM2_AMP: an interpretable framework for protein–protein interactions prediction and biological mechanism discovery Table 3, row ESM2_AMPS, column AUC; XML row2 column5 Version: version of record | source checked Primary-table transcription and separate 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 2026-09-17-d277315f7d76 · Record review: source checked
- 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-3753a3981ea1aeabec
- areas
- molecular-interactions
- tasks
- protein-protein interaction prediction
- printed value
- 0.7932
- numeric value
- 0.7932
- metric
- AUC
- metric direction
- higher
- unit
- fraction
- uncertainty
- Not reported
- eligible count
- Not reported
- scored count
- Not reported
- reported population
- Not reported
- source locator
- Table 3, row ESM2_AMPS, column AUC; XML row2 column5
- source occurrences
- source id: part2-esm2-amp-2025; locator: Table 3, row ESM2_AMPS, column AUC; XML row2 column5
- review
- method: Primary-table transcription and separate automated source review; date: 2026-09-17; note: Source checked does not mean experimentally reproduced.
- missing metadata
- scored count: unreported; eligible count: unextracted; checkpoint revision: unextracted; uncertainty: unreported
Related records
- evaluation: ESM2_AMPS: real_test PPI held-out evaluation