rewire.it
Paper-reported evidence

Enhancing Vaxign-DL for Vaccine Candidate Prediction with added ESM-Generated Features

2024 · Preprint · preprint version in PMC

Paper-reported results. The values below come from this source, not an independent rewire.it run.

Open primary paper →DOI: 10.1101/2024.09.04.611295

Primary full text verified via Europe PMC fullTextXML; venue: bioRxiv; PMC ID: PMC11398487. Preprint; combined classifier uses ESM features rather than ESM-only predictions.

1 verified numerical rows · source checked 2026-09-15

Paper-reportedAuthor's model

Vaxign-DL + ESM

vaccine-antigen candidate prediction

Reported score
0.92±0.013
Metric
AUPRC
Dataset / split
vaccine candidate validation

Combined skip architecture, four layers, ESM-generated sequence features

Table 2, 4 Layers row, AUPRC columnVerify at source →