result · source checked
0.92 AUPRC
Vaxign-DL + ESM · AUPRC · vaccine candidate validation
- Tested model
- Vaxign-DL + ESM
- Task or benchmark
- vaccine-antigen candidate prediction
- Dataset
- vaccine candidate validation
- Procedure
- Combined skip architecture, four layers, ESM-generated sequence features
- Evaluation
- Vaxign-DL + ESM: vaccine-antigen candidate prediction
- Evidence
- Author-reported evaluation · source checkedEnhancing Vaxign-DL for Vaccine Candidate Prediction with added ESM-Generated Features · Table 2, 4 Layers row, AUPRC 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 |
|---|---|---|
| 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: source checked
- 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: lit-b4-012
- areas
- proteins-complexes
- tasks
- vaccine-antigen candidate prediction
- printed value
- 0.92
- numeric value
- 0.92
- metric
- AUPRC
- metric direction
- unknown
- unit
- fraction
- uncertainty
- ±0.013
- source locator
- Table 2, 4 Layers row, AUPRC column
- review
- method: independent_ai_table_review; reviewer: Codex primary curator table review; reviewed at: 2026-09-16T10:41:06Z; notes: Source spells 4 Layerss; AUPRC0.92±0.013. Transcription verified; experimental claims not independently reproduced.; evidence: 0.92 ± 0.013; artifact sha256: b76fff917addd0e9ff8a2fc843496132ecf832d3ceef248e3edf2dbc78baab5f; retrieval url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC11398487/fullTextXML
- legacy id
- lit-b4-012
- legacy row
- id: lit-b4-012; paper id: vaxign-esm-2024; domain id: proteins-complexes; task: vaccine-antigen candidate prediction; model: Vaxign-DL + ESM; model version: Not reported; dataset: vaccine candidate validation; dataset version: Not reported; split: Not reported; metric: AUPRC; value: 0.92; unit: fraction; uncertainty: ±0.013; protocol: Combined skip architecture, four layers, ESM-generated sequence features; source locator: Table 2, 4 Layers row, AUPRC column; source url: https://pmc.ncbi.nlm.nih.gov/articles/PMC11398487/; 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; split: not_reported_in_legacy_extract