result · source checked
0.810 AUROC
ProtT5 embeddings + ensemble classifier · AUROC · Dset_448
- Tested model
- ProtT5 embeddings + ensemble classifier
- Task or benchmark
- protein-protein binding-site prediction
- Dataset
- Dset_448
- Procedure
- Explainable ensemble binding-site predictor using ProtT5 features
- Evaluation
- ProtT5 embeddings + ensemble classifier: protein-protein binding-site prediction
- Evidence
- Author-reported evaluation · 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
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 2026-09-16-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: source checked
- 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: lit-b4-010
- areas
- proteins-complexes
- tasks
- protein-protein binding-site prediction
- printed value
- 0.810
- numeric value
- 0.810
- metric
- AUROC
- metric direction
- unknown
- unit
- fraction
- uncertainty
- Not reported
- source locator
- Table 2, Dset_448 section, ProtT5 row, AUROC column
- review
- method: independent_ai_table_review; reviewer: Codex primary curator table review; reviewed at: 2026-09-16T10:41:06Z; notes: Dset_448 block; ProtT5 AUROC, downstream ensemble retained in protocol. Transcription verified; experimental claims not independently reproduced.; evidence: 0.810; artifact sha256: 491711aa7186e74bf33f6d601c4ea6a8f565e770938fe1f91a0cd347b8f06f3f; retrieval url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC9849350/fullTextXML
- legacy id
- lit-b4-010
- legacy row
- id: lit-b4-010; paper id: protein-binding-sites-2023; domain id: proteins-complexes; task: protein-protein binding-site prediction; model: ProtT5 embeddings + ensemble classifier; model version: Not reported; dataset: Dset_448; dataset version: Not reported; split: Not reported; metric: AUROC; value: 0.810; unit: fraction; uncertainty: Not reported; protocol: Explainable ensemble binding-site predictor using ProtT5 features; source locator: Table 2, Dset_448 section, ProtT5 row, AUROC column; source url: https://pmc.ncbi.nlm.nih.gov/articles/PMC9849350/; evaluation origin: author_reported; reviewed utc: 2026-09-15T23:37:05Z
- missing metadata
- model version: not_reported_in_legacy_extract; dataset version: not_reported_in_legacy_extract; split: not_reported_in_legacy_extract; uncertainty: not_reported_in_legacy_extract