Strengths and considerations
No source-reviewed explanatory claims are recorded here yet.
model · method
ESM2 650M
ESM2 650M is the method recorded for human-versus-viral protein classification. This page preserves the configuration reported by Protein Language Models Expose Viral Immune Mimicry.
At a glance
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 |
|---|---|
| Recorded dataset | human and viral proteinsProtein Language Models Expose Viral Immune Mimicry · Table 1, ESM2 650M row, AUC (%) column |
| Model type | Not extracted or verified for this record. |
| Known versions | Not extracted or verified for this record. |
| Training data | Not extracted or verified for this record. |
| Context limits | Not extracted or verified for this record. |
| Access | Not extracted or verified for this record. |
| Code licence | Not extracted or verified for this record. |
| Weights licence | Not extracted or verified for this record. |
How it works
Recorded evaluation
The imported evaluation describes this procedure: ESM2 650M embedding-based human-virus classifier
Protein Language Models Expose Viral Immune Mimicry · Table 1, ESM2 650M row, AUC (%) columnBenchmarks and 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 |
|---|---|---|
| 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. |
Strengths and limitations
Limitations and conditions
- This is an evidence-limited profile. The recorded evaluation context does not establish performance on other datasets or configurations.Protein Language Models Expose Viral Immune Mimicry · Table 1, ESM2 650M row, AUC (%) column
Profile review details
Reviewed the existing release record, its source pointer and linked evaluation context. This is not a fresh full-text architecture review or independent reproduction; numerical review status is unchanged.
Stable record: reported-model-4c73500c39e9d0Sources and history
Release 2026-09-16-d74d282221a9 · Record review: needs review
- Protein Language Models Expose Viral Immune Mimicry · Original source · version of record
Technical metadata and extraction receipts
Stable ID: reported-model-4c73500c39e9d0
- areas
- proteins-complexes
- entity level
- method
- version
- Not reported
- reported name
- ESM2 650M
- missing metadata
- version: not_reported_in_legacy_extract; checkpoint revision: not_reported_in_legacy_extract; training data: not_reported_in_legacy_extract; licence: not_reported_in_legacy_extract