evaluation · needs review
ProtT5 embeddings + ensemble classifier: protein-protein binding-site prediction
Evaluation procedure
Explainable ensemble binding-site predictor using ProtT5 features
- Model
- ProtT5 embeddings + ensemble classifier
- Benchmark
- protein-protein binding-site prediction
- Dataset
- Dset_448
- 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 |
|---|---|---|
| ProtT5 embeddings + ensemble classifier: protein-protein binding-site prediction Model: ProtT5 embeddings + ensemble classifier · Benchmark: protein-protein binding-site prediction · Dataset: Dset_448 Explainable ensemble binding-site predictor using ProtT5 features Author-reported evaluation · Evaluation metadata: needs review | ||
| 0.810 AUROC Unit: fraction · Direction: unknown | Uncertainty: not reported in legacy extract Scored: Not reported · Eligible: Not reported | source checkedLearning the protein language of proteome-wide protein-protein binding sites via explainable ensemble deep learning · Table 2, Dset_448 section, ProtT5 row, AUROC column Source checking is not independent reproduction. |
Sources and history
Release 2026-09-16-d74d282221a9 · Record review: needs review
- Learning the protein language of proteome-wide protein-protein binding sites via explainable ensemble deep learning · Original source · version of record
Technical metadata and extraction receipts
Stable ID: evaluation-lit-b4-010
- areas
- proteins-complexes
- tasks
- protein-protein binding-site prediction
- origin
- author_reported
- protocol
- Explainable ensemble binding-site predictor using ProtT5 features
- 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: ProtT5 embeddings + ensemble classifier
- benchmark: protein-protein binding-site prediction
- dataset: Dset_448
- evaluation: ProtT5 embeddings + ensemble classifier · AUROC · Dset_448