evaluation · needs review
DeepInterAware: antigen-antibody HIV neutralization prediction
Evaluation procedure
Sequence-based interface-aware model, antibody-unseen split
- Model
- DeepInterAware
- Benchmark
- antigen-antibody HIV neutralization prediction
- Dataset
- HIV neutralization
- origin
- Author-reported evaluation
- configuration
- Not reported
- protocol id
- Not reported
- dataset version
- Not reported
- split
- antibody-unseen
- population
- Not reported
- inputs
- Not reported
- adaptation
- Not reported
- metric implementation
- Not reported
- aggregation
- Not reported
- budget
- Not reported
Metadata review: needs review. Unreported conditions prevent automatic comparisons.
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: needs review
- 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: evaluation-lit-b4-022
- areas
- molecular-interactions
- tasks
- antigen-antibody HIV neutralization prediction
- origin
- author_reported
- protocol
- Sequence-based interface-aware model, antibody-unseen split
- version
- Not reported
- comparison
- protocol id: Not reported; dataset version: Not reported; split: antibody-unseen; population: Not reported; inputs: Not reported; adaptation: Not reported; metric implementation: Not reported; aggregation: Not reported; budget: Not reported
- missing metadata
- model version: not_reported_in_legacy_extract; dataset version: not_reported_in_legacy_extract
Related records
- model: DeepInterAware
- benchmark: antigen-antibody HIV neutralization prediction
- dataset: HIV neutralization
- evaluation: DeepInterAware · AUROC · HIV neutralization