This paper-specific evaluation tests human-versus-viral protein classification using human and viral proteins.
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 extractedProtein Language Models Expose Viral Immune Mimicry · Table 1, ESM2 650M row, AUC (%) column |
| Inputs | human and viral proteinsProtein Language Models Expose Viral Immune Mimicry · Table 1, ESM2 650M row, AUC (%) column |
| Assessment | AUROCProtein Language Models Expose Viral Immune Mimicry · Table 1, ESM2 650M row, AUC (%) column |
| Recorded split or evaluation setting | UnextractedProtein Language Models Expose Viral Immune Mimicry · Table 1, ESM2 650M row, AUC (%) 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: ESM2 650M embedding-based human-virus classifier. This description is retained with the exact evaluation records; it is not a new protocol reconstruction.
Protein Language Models Expose Viral Immune Mimicry · Table 1, ESM2 650M row, AUC (%) columnRelease 2026-09-16-d74d282221a9 · 1 evaluation · 1 metric row. Different protocols are not a single leaderboard.
| Metric and finding | Coverage and uncertainty | Evidence |
|---|---|---|
| ESM2 650M: human-versus-viral protein classification Model: ESM2 650M · Benchmark: human-versus-viral protein classification · Dataset: human and viral proteins ESM2 650M embedding-based human-virus classifier Author-reported evaluation · Evaluation metadata: needs review | ||
| 99.67% AUROC Unit: percent · Direction: unknown | Uncertainty: not reported in legacy extract Scored: Not reported · Eligible: Not reported | source checkedProtein Language Models Expose Viral Immune Mimicry · Table 1, ESM2 650M row, AUC (%) 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-53506fe386e4a1Release 2026-09-16-d74d282221a9 · Record review: needs review
Stable ID: reported-task-53506fe386e4a1