Result

80.5% accuracy

Stacking-Auto · accuracy · enhancer independent comparison

Tested pipeline: Stacking-Auto
Task: enhancer prediction
Dataset: enhancer independent comparison
Procedure: Two-stage Hi-Enhancer system; paper Table 2 method comparison
Evaluation: Stacking-Auto: enhancer prediction
Coverage: scored: unreported; eligible: unreported
Uncertainty: Not reported
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.

Reproduction

Split: Not reported
Adaptation: Not reported
Scoring implementation: Not reported

No execution recipe has been verified for this exact configuration and evaluation. A benchmark's general instructions may use different inputs, splits or model settings.

Access requirements and official instructions: enhancer prediction

Reproducing this published result requires matching its model configuration, data, split and scorer. Source checking or a successful smoke test does not establish score reproduction.

Evidence

Source checking verifies the cited claim or transcription. It does not establish independent reproduction.

Evidence table

Inspect claims, sources and review details

Trace each statement to its source and review. A context-only reference supports the record generally; it does not verify an individual field. Source checking does not reproduce an experiment.

One row per statement and cited source. Multiple citations are not independent evaluations. Shared locators are labelled explicitly.

1 evidence row matching the loaded filters

Claims, original sources and review scope · Release 2026-09-29-06401fd5b220
Property and statement	Original source and location	Review and provenance
attributes.printed_value 80.50 Individual claims	Hi-Enhancer: a two-stage framework for prediction and localization of enhancers based on Blending-KAN and Stacking-Auto models Original source ↗ Table 2, Ours (Stacking-Auto) row, Accuracy column Version: version of record Retrieved: 2026-09-16T10:41:06Z	source checked independent ai table review · 2026-09-16T10:41:06Z author reported Audit details Ours row, Accuracy column; original source method is the Stacking-Auto stage. Transcription verified; experimental claims not independently reproduced. Field: `attributes.printed_value` Claim: claim-lit-b4-003 Source artifact SHA-256: `c86488c9f60329b7a3c4370598e7a0a9e4c8c45d1758b87007bfc8242376b009` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact Extraction artifact SHA-256: `c86488c9f60329b7a3c4370598e7a0a9e4c8c45d1758b87007bfc8242376b009` Extraction artifact

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Sources and history

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Release 2026-09-29-06401fd5b220 · Record review: source checked

1 source records and release history

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

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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

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