Strengths and considerations
No source-reviewed explanatory claims are recorded here yet.
model · method
ESM2
ESM2 is the method recorded for Enzyme functional identity prediction. This page preserves the configuration reported by Enhanced prediction of protein functional identity through the integration of sequence and structural features.
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 | FUJISAN test sub-datasetEnhanced prediction of protein functional identity through the integration of sequence and structural features · Table 1, ESM2 row, AUROC 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: Comparator evaluated on the paper-reported test sub-dataset.
Enhanced prediction of protein functional identity through the integration of sequence and structural features · Table 1, ESM2 row, AUROC 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: Enzyme functional identity prediction Comparator evaluated on the paper-reported test sub-dataset. Independent external evaluation · Evaluation metadata: needs review | ||
| 0.7991 AUROC Unit: unitless · Direction: unknown | Uncertainty: not reported in legacy extract Scored: Not reported · Eligible: Not reported | source checkedEnhanced prediction of protein functional identity through the integration of sequence and structural features · Table 1, ESM2 row, AUROC 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.Enhanced prediction of protein functional identity through the integration of sequence and structural features · Table 1, ESM2 row, AUROC 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-ccd1160ad4ec27Sources and history
Release 2026-09-16-d74d282221a9 · Record review: needs review
- Enhanced prediction of protein functional identity through the integration of sequence and structural features · Original source · PMC11609699.1
Technical metadata and extraction receipts
Stable ID: reported-model-ccd1160ad4ec27
- areas
- proteins-complexes
- entity level
- method
- version
- Not reported
- reported name
- ESM2
- 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