result · source checked
0.717 AUC
MULAN-ESM2 S · AUC · HumanPPI
- Tested model
- MULAN-ESM2 S
- Task or benchmark
- human protein-protein interaction prediction
- Dataset
- HumanPPI
- Procedure
- MULAN sequence-structure model based on ESM2 8M
- Evaluation
- MULAN-ESM2 S: human protein-protein interaction prediction
- Evidence
- Author-reported evaluation · source checkedMULAN: multimodal protein language model for sequence and structure encoding · Table 2, MULAN-ESM2 S row, HumanPPI AUC 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 |
|---|---|---|
| MULAN-ESM2 S: human protein-protein interaction prediction MULAN sequence-structure model based on ESM2 8M Author-reported evaluation · Evaluation metadata: needs review | ||
| 0.717 AUC Unit: fraction · Direction: unknown | Uncertainty: not reported in legacy extract Scored: Not reported · Eligible: Not reported | source checkedMULAN: multimodal protein language model for sequence and structure encoding · Table 2, MULAN-ESM2 S row, HumanPPI AUC column Source checking is not independent reproduction. |
Sources and history
Release 2026-09-16-d74d282221a9 · Record review: source checked
- MULAN: multimodal protein language model for sequence and structure encoding · Original source · journal full text in PMC
Technical metadata and extraction receipts
Stable ID: b2-mulan-2025
- areas
- proteins-complexes
- tasks
- human protein-protein interaction prediction
- printed value
- 0.717
- numeric value
- 0.717
- metric
- AUC
- metric direction
- unknown
- unit
- fraction
- uncertainty
- Not reported
- source locator
- Table 2, MULAN-ESM2 S row, HumanPPI AUC column
- review
- method: independent_ai_table_review; reviewer: Codex secondary table review; reviewed at: 2026-09-16T10:38:57.558217+00:00; notes: Resolved the multirow header: HumanPPI uses AUC. MULAN-ESM2 S has 0.717; this is the small-model group, distinct from M and L variants.; evidence: Original PMC XML table headers, row groups and caption inspected; printed value 0.717.; artifact sha256: 771a9a26ebda6f49ea266540e8dd6e6de0cbaef724de818ca6124a5f9c50d350; retrieval url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC12452268/fullTextXML
- legacy id
- b2-mulan-2025
- legacy row
- id: b2-mulan-2025; paper id: mulan-2025; domain id: proteins-complexes; task: human protein-protein interaction prediction; model: MULAN-ESM2 S; model version: small ESM2 backbone; dataset: HumanPPI; dataset version: Not reported; split: paper evaluation; metric: AUC; value: 0.717; unit: fraction; uncertainty: Not reported; protocol: MULAN sequence-structure model based on ESM2 8M; source locator: Table 2, MULAN-ESM2 S row, HumanPPI AUC column; source url: https://pmc.ncbi.nlm.nih.gov/articles/PMC12452268/; evaluation origin: author_reported; reviewed utc: 2026-09-15T23:33:26Z
- missing metadata
- dataset version: not_reported_in_legacy_extract; uncertainty: not_reported_in_legacy_extract