Strengths and considerations
No source-reviewed explanatory claims are recorded here yet.
model · method
UFold
UFold is the method recorded for RNA secondary structure. This page preserves the configuration reported by RNA secondary structure prediction by conducting multi-class classifications.
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 | RNA8FRNA secondary structure prediction by conducting multi-class classifications · Table 2, UFold row, Overall 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: Three-fold training and evaluation; source reports mean and standard deviation.
RNA secondary structure prediction by conducting multi-class classifications · Table 2, UFold row, Overall 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 |
|---|---|---|
| UFold: RNA secondary structure Three-fold training and evaluation; source reports mean and standard deviation. Independent external evaluation · Evaluation metadata: needs review | ||
| 0.938 F1 Unit: unitless · Direction: unknown | Uncertainty: ± 0.004 standard deviation Scored: Not reported · Eligible: Not reported | source checkedRNA secondary structure prediction by conducting multi-class classifications · Table 2, UFold row, Overall 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.RNA secondary structure prediction by conducting multi-class classifications · Table 2, UFold row, Overall 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-e3abb0b9a2ec79Sources and history
Release 2026-09-16-d74d282221a9 · Record review: needs review
- RNA secondary structure prediction by conducting multi-class classifications · Original source · version of record
Technical metadata and extraction receipts
Stable ID: reported-model-e3abb0b9a2ec79
- areas
- rna-transcriptomes
- entity level
- method
- version
- Not reported
- reported name
- UFold
- 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