evaluation · needs review
CLAPE-SMB with ESM-2: protein-small molecule binding-site prediction
Evaluation procedure
Contrastive CLAPE-SMB binding-site predictor with ESM-2 feature extractor
- Model
- CLAPE-SMB with ESM-2
- Benchmark
- protein-small molecule binding-site prediction
- Dataset
- SJC
- origin
- Author-reported evaluation
- configuration
- Not reported
- protocol id
- Not reported
- dataset version
- Not reported
- split
- Not reported
- population
- Not reported
- inputs
- Not reported
- adaptation
- Not reported
- metric implementation
- Not reported
- aggregation
- Not reported
- budget
- Not reported
Metadata review: needs review. Unreported conditions prevent automatic comparisons.
Evaluation results
Release 2026-09-16-d74d282221a9 · 1 evaluation · 1 metric row. Different protocols are not a single leaderboard.
| 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. |
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
Technical metadata and extraction receipts
Stable ID: evaluation-lit-b4-011
- areas
- proteins-complexes
- tasks
- protein-small molecule binding-site prediction
- origin
- author_reported
- protocol
- Contrastive CLAPE-SMB binding-site predictor with ESM-2 feature extractor
- version
- Not reported
- comparison
- protocol id: Not reported; dataset version: Not reported; split: Not reported; population: Not reported; inputs: Not reported; adaptation: Not reported; metric implementation: Not reported; aggregation: Not reported; budget: Not reported
- missing metadata
- model version: not_reported_in_legacy_extract; dataset version: not_reported_in_legacy_extract; split: not_reported_in_legacy_extract
Related records
- model: CLAPE-SMB with ESM-2
- benchmark: protein-small molecule binding-site prediction
- dataset: SJC
- evaluation: CLAPE-SMB with ESM-2 · AUROC · SJC