0.236 MCC
P2Rank: MCC on UniProtSMB test split
- Tested configuration
- P2Rank
- Protocol
- UniProtSMB test split (protein-small molecule binding-site prediction)
- Dataset
- UniProtSMB test split
- Procedure
- Residue-level small-molecule binding-site classification. 80/10/10 train/validation/test partition of nonredundant sequences.
- Evaluation
- P2Rank: UniProtSMB test split
- Evidence
- Independent external evaluation · source checkedProtein-small molecule binding site prediction based on a pre-trained protein language model with contrastive learning · Table 4 (Tab4), row 2 P2Rank, column 4: UniProtSMB test split MCC
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 |
|---|---|---|
| P2Rank: UniProtSMB test split Configuration: P2RankProtocol: UniProtSMB test split (protein-small molecule binding-site prediction)Dataset: UniProtSMB test split Residue-level small-molecule binding-site classification. 80/10/10 train/validation/test partition of nonredundant sequences. Independent external evaluation · Evaluation metadata: needs review | ||
| 0.236 MCC Unit: unitless · Direction: higher | Uncertainty: unreported 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 4 (Tab4), row 2 P2Rank, column 4: UniProtSMB test split MCC 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 0.236 Individual claims | Protein-small molecule binding site prediction based on a pre-trained protein language model with contrastive learning Table 4 (Tab4), row 2 P2Rank, column 4: UniProtSMB test split MCC Version: version of record | source checked Primary-table transcription and separate automated source review · 2026-09-17 independent paper Audit detailsSource checked does not mean experimentally reproduced. Field: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
Sources and history
Release 2026-09-17-d277315f7d76 · Record review: source checked
- 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: paper-result-7ed2311155bd397324
- areas
- proteins-complexes
- tasks
- protein-small molecule binding-site prediction
- printed value
- 0.236
- numeric value
- 0.236
- metric
- MCC
- metric direction
- higher
- unit
- unitless
- uncertainty
- Not reported
- eligible count
- Not reported
- scored count
- Not reported
- reported population
- count: 205848; unit: labelled residues in 496 test proteins
- source locator
- Table 4 (Tab4), row 2 P2Rank, column 4: UniProtSMB test split MCC
- source occurrences
- source id: clape-smb-2024; locator: Table 4 (Tab4), row 2 P2Rank, column 4: UniProtSMB test split MCC
- 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: P2Rank: UniProtSMB test split