This paper-specific evaluation tests vaccine-antigen candidate prediction using vaccine candidate validation.
Explanatory profile: limited source coverage · Automated source review, 2026-09-16. This does not change the review status of its results.
| Property | Description and evidence |
|---|---|
| Record type | Paper-specific task; protocol incompletely extractedEnhancing Vaxign-DL for Vaccine Candidate Prediction with added ESM-Generated Features · Table 2, 4 Layers row, AUPRC column |
| Inputs | vaccine candidate validationEnhancing Vaxign-DL for Vaccine Candidate Prediction with added ESM-Generated Features · Table 2, 4 Layers row, AUPRC column |
| Assessment | AUPRCEnhancing Vaxign-DL for Vaccine Candidate Prediction with added ESM-Generated Features · Table 2, 4 Layers row, AUPRC column |
| Recorded split or evaluation setting | UnextractedEnhancing Vaxign-DL for Vaccine Candidate Prediction with added ESM-Generated Features · Table 2, 4 Layers row, AUPRC column |
| Datasets | Not extracted or verified for this record. |
| Organisms | Not extracted or verified for this record. |
| Assays | Not extracted or verified for this record. |
| Adaptation | Not extracted or verified for this record. |
| Baselines | Not extracted or verified for this record. |
Outline of the existing paper extraction. Split membership, fitting details and scorer implementation remain incompletely reviewed.
The existing paper extraction describes: Combined skip architecture, four layers, ESM-generated sequence features. This description is retained with the exact evaluation records; it is not a new protocol reconstruction.
Enhancing Vaxign-DL for Vaccine Candidate Prediction with added ESM-Generated Features · Table 2, 4 Layers row, AUPRC columnRelease 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. |
Catalogue extraction inspected; protocol claims remain limited to the cited evidence. Missing details are not presumed absent from the original paper.
Stable record: reported-task-47465954d606e6Release 2026-09-16-d74d282221a9 · Record review: needs review
Stable ID: reported-task-47465954d606e6