evaluation · needs review
Vaxign-DL + ESM: vaccine-antigen candidate prediction
Evaluation procedure
Combined skip architecture, four layers, ESM-generated sequence features
- Model
- Vaxign-DL + ESM
- Benchmark
- vaccine-antigen candidate prediction
- Dataset
- vaccine candidate validation
- origin
- Author-reported evaluation
- configuration
- Not reported
- protocol id
- Not reported
- dataset version
- Not reported
- split
- Not reported
- 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 |
|---|---|---|
| Vaxign-DL + ESM: vaccine-antigen candidate prediction Model: Vaxign-DL + ESM · Benchmark: vaccine-antigen candidate prediction · Dataset: vaccine candidate validation Combined skip architecture, four layers, ESM-generated sequence features Author-reported evaluation · Evaluation metadata: needs review | ||
| 0.92 AUPRC Unit: fraction · Direction: unknown | Uncertainty: ±0.013 Scored: Not reported · Eligible: Not reported | source checkedEnhancing Vaxign-DL for Vaccine Candidate Prediction with added ESM-Generated Features · Table 2, 4 Layers row, AUPRC column Source checking is not independent reproduction. |
Sources and history
Release 2026-09-16-d74d282221a9 · Record review: needs review
- Enhancing Vaxign-DL for Vaccine Candidate Prediction with added ESM-Generated Features · Original source · preprint version in PMC
Technical metadata and extraction receipts
Stable ID: evaluation-lit-b4-012
- areas
- proteins-complexes
- tasks
- vaccine-antigen candidate prediction
- origin
- author_reported
- protocol
- Combined skip architecture, four layers, ESM-generated sequence features
- version
- Not reported
- comparison
- protocol id: Not reported; dataset version: Not reported; split: Not reported; 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; split: not_reported_in_legacy_extract
Related records
- model: Vaxign-DL + ESM
- benchmark: vaccine-antigen candidate prediction
- dataset: vaccine candidate validation
- evaluation: Vaxign-DL + ESM · AUPRC · vaccine candidate validation