Result

0.717 AUC

MULAN-ESM2 S · AUC · HumanPPI

Tested configuration: MULAN-ESM2 S
Task: 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
Coverage: scored: unreported; eligible: unreported
Uncertainty: Not reported
Evidence: Author-reported evaluation · source checkedMULAN: multimodal protein language model for sequence and structure encoding · Table 2, MULAN-ESM2 S row, HumanPPI AUC column

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Reproduction

Split: paper evaluation
Adaptation: Not reported
Scoring implementation: Not reported

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Access requirements and official instructions: human protein-protein interaction prediction

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1 evidence row matching the loaded filters

Claims, original sources and review scope · Release 2026-09-29-06401fd5b220
Property and statement	Original source and location	Review and provenance
attributes.printed_value 0.717 Individual claims	MULAN: multimodal protein language model for sequence and structure encoding Original source ↗ Table 2, MULAN-ESM2 S row, HumanPPI AUC column Version: journal full text in PMC Retrieved: 2026-09-16T10:38:57.558217+00:00	source checked independent ai table review · 2026-09-16T10:38:57.558217+00:00 author reported Audit details 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. Field: `attributes.printed_value` Claim: claim-b2-mulan-2025 Source artifact SHA-256: `771a9a26ebda6f49ea266540e8dd6e6de0cbaef724de818ca6124a5f9c50d350` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact Extraction artifact SHA-256: `771a9a26ebda6f49ea266540e8dd6e6de0cbaef724de818ca6124a5f9c50d350` Extraction artifact

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Release 2026-09-29-06401fd5b220 · Record review: source checked

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MULAN: multimodal protein language model for sequence and structure encoding · Original source · journal full text in PMC

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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

Related records

evaluation: MULAN-ESM2 S: human protein-protein interaction prediction
subject: Reported AUC for MULAN-ESM2 S

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