result · source checked
80.50% accuracy
Stacking-Auto · accuracy · enhancer independent comparison
- Tested model
- Stacking-Auto
- Task or benchmark
- enhancer prediction
- Dataset
- enhancer independent comparison
- Procedure
- Two-stage Hi-Enhancer system; paper Table 2 method comparison
- Evaluation
- Stacking-Auto: enhancer prediction
- Evidence
- Author-reported evaluation · source checkedHi-Enhancer: a two-stage framework for prediction and localization of enhancers based on Blending-KAN and Stacking-Auto models · Table 2, Ours (Stacking-Auto) row, Accuracy column
A source-checked result verifies the numerical transcription, not every model or protocol detail. Evaluation metadata: needs review. Source checked does not mean independently reproduced.
Evaluation 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 |
|---|---|---|
| Stacking-Auto: enhancer prediction Two-stage Hi-Enhancer system; paper Table 2 method comparison Author-reported evaluation · Evaluation metadata: needs review | ||
| 80.50% accuracy Unit: percent · Direction: unknown | Uncertainty: not reported in legacy extract Scored: Not reported · Eligible: Not reported | source checkedHi-Enhancer: a two-stage framework for prediction and localization of enhancers based on Blending-KAN and Stacking-Auto models · Table 2, Ours (Stacking-Auto) row, Accuracy column Source checking is not independent reproduction. |
Sources and history
Release 2026-09-16-d74d282221a9 · Record review: source checked
- Hi-Enhancer: a two-stage framework for prediction and localization of enhancers based on Blending-KAN and Stacking-Auto models · Original source · version of record
Technical metadata and extraction receipts
Stable ID: lit-b4-003
- areas
- dna-genomes
- tasks
- enhancer prediction
- printed value
- 80.50
- numeric value
- 80.50
- metric
- accuracy
- metric direction
- unknown
- unit
- percent
- uncertainty
- Not reported
- source locator
- Table 2, Ours (Stacking-Auto) row, Accuracy column
- review
- method: independent_ai_table_review; reviewer: Codex primary curator table review; reviewed at: 2026-09-16T10:41:06Z; notes: Ours row, Accuracy column; original source method is the Stacking-Auto stage. Transcription verified; experimental claims not independently reproduced.; evidence: 80.50; artifact sha256: c86488c9f60329b7a3c4370598e7a0a9e4c8c45d1758b87007bfc8242376b009; retrieval url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC12758598/fullTextXML
- legacy id
- lit-b4-003
- legacy row
- id: lit-b4-003; paper id: hi-enhancer-2025; domain id: dna-genomes; task: enhancer prediction; model: Stacking-Auto; model version: Not reported; dataset: enhancer independent comparison; dataset version: Not reported; split: Not reported; metric: accuracy; value: 80.50; unit: percent; uncertainty: Not reported; protocol: Two-stage Hi-Enhancer system; paper Table 2 method comparison; source locator: Table 2, Ours (Stacking-Auto) row, Accuracy column; source url: https://pmc.ncbi.nlm.nih.gov/articles/PMC12758598/; evaluation origin: author_reported; reviewed utc: 2026-09-15T23:37:05Z
- missing metadata
- model version: not_reported_in_legacy_extract; dataset version: not_reported_in_legacy_extract; split: not_reported_in_legacy_extract; uncertainty: not_reported_in_legacy_extract
Related records
- evaluation: Stacking-Auto: enhancer prediction
- subject: Reported accuracy for Stacking-Auto