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benchmark · task

A-to-I RNA editing site prediction

This paper-specific evaluation tests A-to-I RNA editing site prediction using liver editing sites.

1 evaluations · 1 metric rows

At a glance

Explanatory profile: limited source coverage · Automated source review, 2026-09-16. This does not change the review status of its results.

Data, procedure and scoring
PropertyDescription and evidence
Record typePaper-specific task; protocol incompletely extractedADAR-GPT: A continually fine-tuned language model for predicting A-to-I RNA editing sites · Table 2, Adar-GPT (continual) row, F1 column
Inputsliver editing sitesADAR-GPT: A continually fine-tuned language model for predicting A-to-I RNA editing sites · Table 2, Adar-GPT (continual) row, F1 column
AssessmentF1ADAR-GPT: A continually fine-tuned language model for predicting A-to-I RNA editing sites · Table 2, Adar-GPT (continual) row, F1 column
Recorded split or evaluation setting15% validation setADAR-GPT: A continually fine-tuned language model for predicting A-to-I RNA editing sites · Table 2, Adar-GPT (continual) row, F1 column
DatasetsNot extracted or verified for this record.
OrganismsNot extracted or verified for this record.
AssaysNot extracted or verified for this record.
AdaptationNot extracted or verified for this record.
BaselinesNot extracted or verified for this record.

How it works

Reported evaluation outline

Outline of the existing paper extraction. Split membership, fitting details and scorer implementation remain incompletely reviewed.

Reported evaluation outlineliver editing sites. Then: Recorded fitting or scoring procedure. Then: Assess F1liver editing sitesRecorded fitting or scoringprocedureAssess F1
Read the diagram as text
  1. liver editing sites
  2. Recorded fitting or scoring procedure
  3. Assess F1
ADAR-GPT: A continually fine-tuned language model for predicting A-to-I RNA editing sites · Table 2, Adar-GPT (continual) row, F1 column

Evaluation context

The existing paper extraction describes: Curriculum plus 15% fine-tuning; 201-nt sequence windows; decision threshold 0.5. This description is retained with the exact evaluation records; it is not a new protocol reconstruction.

ADAR-GPT: A continually fine-tuned language model for predicting A-to-I RNA editing sites · Table 2, Adar-GPT (continual) row, F1 column

Tested models and results

Release 2026-09-16-d74d282221a9 · 1 evaluation · 1 metric row. Different protocols are not a single leaderboard.

Results grouped by the exact reported evaluation
Metric and findingCoverage and uncertaintyEvidence
ADAR-GPT continual: A-to-I RNA editing site prediction

Curriculum plus 15% fine-tuning; 201-nt sequence windows; decision threshold 0.5

Author-reported evaluation · Evaluation metadata: needs review

0.763 F1

Unit: fraction · Direction: unknown

Uncertainty: not reported in legacy extract

Scored: Not reported · Eligible: Not reported

source checkedADAR-GPT: A continually fine-tuned language model for predicting A-to-I RNA editing sites · Table 2, Adar-GPT (continual) row, F1 column

Source checking is not independent reproduction.

Strengths and limitations

Profile review details

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-d635fc6c281a27

Sources and history

Release 2026-09-16-d74d282221a9 · Record review: needs review

Download this release
Technical metadata and extraction receipts

Stable ID: reported-task-d635fc6c281a27

areas
rna-transcriptomes
tasks
A-to-I RNA editing site prediction
entity level
task
version
Not reported
task
A-to-I RNA editing site prediction
scope note
Paper-specific evaluation task; protocol completeness requires further extraction.
missing metadata
protocol version: not_reported_in_legacy_extract
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