Result

0.826 AUROC

DeepInterAware · AUROC · HIV neutralization

Tested configuration: DeepInterAware
Task: antigen-antibody HIV neutralization prediction
Dataset: HIV neutralization
Procedure: Sequence-based interface-aware model, antibody-unseen split
Evaluation: DeepInterAware: antigen-antibody HIV neutralization prediction
Coverage: scored: unreported; eligible: unreported
Uncertainty: ±0.017
Evidence: Author-reported evaluation · source checkedDeepInterAware: Deep Interaction Interface‐Aware Network for Improving Antigen‐Antibody Interaction Prediction from Sequence Data · Table 2, Ab Unseen section, DeepInterAware 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.

Reproduction

Split: antibody-unseen
Adaptation: Not reported
Scoring implementation: Not reported

No execution recipe has been verified for this exact configuration and evaluation. A benchmark's general instructions may use different inputs, splits or model settings.

Access requirements and official instructions: antigen-antibody HIV neutralization prediction

Reproducing this published result requires matching its model configuration, data, split and scorer. Source checking or a successful smoke test does not establish score reproduction.

Evidence

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Evidence table

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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 0.826 Individual claims	DeepInterAware: Deep Interaction Interface‐Aware Network for Improving Antigen‐Antibody Interaction Prediction from Sequence Data Original source ↗ Table 2, Ab Unseen section, DeepInterAware row, AUROC column Version: version of record Retrieved: 2026-09-16T10:41:06Z	source checked independent ai table review · 2026-09-16T10:41:06Z author reported Audit details Ab Unseen block DeepInterAware AUROC0.826±0.017, not Ag Unseen. Transcription verified; experimental claims not independently reproduced. Field: `attributes.printed_value` Claim: claim-lit-b4-022 Source artifact SHA-256: `25d3561934965f754d8712ec02b2052e9a3979e433b88ecebd5db14e930f17a1` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact Extraction artifact SHA-256: `25d3561934965f754d8712ec02b2052e9a3979e433b88ecebd5db14e930f17a1` Extraction artifact

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Sources and history

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

1 source records and release history

DeepInterAware: Deep Interaction Interface‐Aware Network for Improving Antigen‐Antibody Interaction Prediction from Sequence Data · Original source · version of record

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Technical metadata and extraction receipts

Stable ID: lit-b4-022

areas: molecular-interactions
tasks: antigen-antibody HIV neutralization prediction
printed value: 0.826
numeric value: 0.826
metric: AUROC
metric direction: unknown
unit: fraction
uncertainty: ±0.017
source locator: Table 2, Ab Unseen section, DeepInterAware row, AUROC column
review: method: independent_ai_table_review; reviewer: Codex primary curator table review; reviewed at: 2026-09-16T10:41:06Z; notes: Ab Unseen block DeepInterAware AUROC0.826±0.017, not Ag Unseen. Transcription verified; experimental claims not independently reproduced.; evidence: 0.826 ± 0.017; artifact sha256: 25d3561934965f754d8712ec02b2052e9a3979e433b88ecebd5db14e930f17a1; retrieval url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC11967782/fullTextXML
legacy id: lit-b4-022
legacy row: id: lit-b4-022; paper id: deepinteraware-2025; domain id: molecular-interactions; task: antigen-antibody HIV neutralization prediction; model: DeepInterAware; model version: Not reported; dataset: HIV neutralization; dataset version: Not reported; split: antibody-unseen; metric: AUROC; value: 0.826; unit: fraction; uncertainty: ±0.017; protocol: Sequence-based interface-aware model, antibody-unseen split; source locator: Table 2, Ab Unseen section, DeepInterAware row, AUROC column; source url: https://pmc.ncbi.nlm.nih.gov/articles/PMC11967782/; 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

Related records

evaluation: DeepInterAware: antigen-antibody HIV neutralization prediction
subject: Reported AUROC for DeepInterAware

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