This paper-specific evaluation tests Enzyme functional identity prediction using FUJISAN test sub-dataset.
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 extractedEnhanced prediction of protein functional identity through the integration of sequence and structural features · Table 1, FUJISAN row, AUROC column; Table 1, ESM2 row, AUROC column |
| Inputs | FUJISAN test sub-datasetEnhanced prediction of protein functional identity through the integration of sequence and structural features · Table 1, FUJISAN row, AUROC column; Table 1, ESM2 row, AUROC column |
| Assessment | AUROCEnhanced prediction of protein functional identity through the integration of sequence and structural features · Table 1, FUJISAN row, AUROC column; Table 1, ESM2 row, AUROC column |
| Recorded split or evaluation setting | UnextractedEnhanced prediction of protein functional identity through the integration of sequence and structural features · Table 1, FUJISAN row, AUROC column; Table 1, ESM2 row, AUROC 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: Sequence and structural feature integration; paper-reported test sub-dataset.; Comparator evaluated on the paper-reported test sub-dataset. This description is retained with the exact evaluation records; it is not a new protocol reconstruction.
Enhanced prediction of protein functional identity through the integration of sequence and structural features · Table 1, FUJISAN row, AUROC column; Table 1, ESM2 row, AUROC columnRelease 2026-09-16-d74d282221a9 · 2 evaluations · 2 metric rows. Different protocols are not a single leaderboard.
| Metric and finding | Coverage and uncertainty | Evidence |
|---|---|---|
| FUJISAN: Enzyme functional identity prediction Model: FUJISAN · Benchmark: Enzyme functional identity prediction · Dataset: FUJISAN test sub-dataset Sequence and structural feature integration; paper-reported test sub-dataset. Author-reported evaluation · Evaluation metadata: needs review | ||
| 0.9427 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, FUJISAN row, AUROC column Source checking is not independent reproduction. |
| 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. |
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-1ebf9b408517f9Release 2026-09-16-d74d282221a9 · Record review: needs review
Stable ID: reported-task-1ebf9b408517f9