Strengths and considerations
No source-reviewed explanatory claims are recorded here yet.
model · method
ADAR-GPT continual
ADAR-GPT continual is the method recorded for A-to-I RNA editing site prediction. This page preserves the configuration reported by ADAR-GPT: A continually fine-tuned language model for predicting A-to-I RNA editing sites.
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 | liver 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 |
| Recorded split | 15% 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 |
| 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: Curriculum plus 15% fine-tuning; 201-nt sequence windows; decision threshold 0.5
ADAR-GPT: A continually fine-tuned language model for predicting A-to-I RNA editing sites · Table 2, Adar-GPT (continual) row, F1 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 |
|---|---|---|
| ADAR-GPT continual: A-to-I RNA editing site prediction Model: ADAR-GPT continual · Benchmark: A-to-I RNA editing site prediction · Dataset: liver editing sites 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
Limitations and conditions
- This is an evidence-limited profile. The recorded evaluation context does not establish performance on other datasets or configurations.ADAR-GPT: A continually fine-tuned language model for predicting A-to-I RNA editing sites · Table 2, Adar-GPT (continual) row, F1 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-1d2aa9880a1c77Sources and history
Release 2026-09-16-d74d282221a9 · Record review: needs review
- ADAR-GPT: A continually fine-tuned language model for predicting A-to-I RNA editing sites · Original source · version of record
Technical metadata and extraction receipts
Stable ID: reported-model-1d2aa9880a1c77
- areas
- rna-transcriptomes
- entity level
- method
- version
- Not reported
- reported name
- ADAR-GPT continual
- 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