result · source checked
0.826 AUROC
DeepInterAware · AUROC · HIV neutralization
- Tested model
- DeepInterAware
- Task or benchmark
- antigen-antibody HIV neutralization prediction
- Dataset
- HIV neutralization
- Procedure
- Sequence-based interface-aware model, antibody-unseen split
- Evaluation
- DeepInterAware: antigen-antibody HIV neutralization prediction
- 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.
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 |
|---|---|---|
| DeepInterAware: antigen-antibody HIV neutralization prediction Model: DeepInterAware · Benchmark: antigen-antibody HIV neutralization prediction · Dataset: HIV neutralization Sequence-based interface-aware model, antibody-unseen split Author-reported evaluation · Evaluation metadata: needs review | ||
| 0.826 AUROC Unit: fraction · Direction: unknown | Uncertainty: ±0.017 Scored: Not reported · Eligible: Not reported | 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 Source checking is not independent reproduction. |
Sources and history
Release 2026-09-16-d74d282221a9 · Record review: source checked
- DeepInterAware: Deep Interaction Interface‐Aware Network for Improving Antigen‐Antibody Interaction Prediction from Sequence Data · Original source · version of record
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