Strengths and considerations
No source-reviewed explanatory claims are recorded here yet.
model · method
CUPID Data-aug-Avg
CUPID Data-aug-Avg is the method recorded for non-coding RNA pairwise interaction prediction. This page preserves the configuration reported by Computational understanding of non-coding RNA pairwise interactions.
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 | ncRNA interaction pairsComputational understanding of non-coding RNA pairwise interactions · Table 1, CUPID > Data-aug-Avg row, AUROC 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: Data augmentation with average pooling for molecule-level ncRNA embeddings
Computational understanding of non-coding RNA pairwise interactions · Table 1, CUPID > Data-aug-Avg row, AUROC 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 |
|---|---|---|
| CUPID Data-aug-Avg: non-coding RNA pairwise interaction prediction Model: CUPID Data-aug-Avg · Benchmark: non-coding RNA pairwise interaction prediction · Dataset: ncRNA interaction pairs Data augmentation with average pooling for molecule-level ncRNA embeddings Author-reported evaluation · Evaluation metadata: needs review | ||
| 0.919 AUROC Unit: fraction · Direction: unknown | Uncertainty: not reported in legacy extract Scored: Not reported · Eligible: Not reported | source checkedComputational understanding of non-coding RNA pairwise interactions · Table 1, CUPID > Data-aug-Avg row, AUROC 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.Computational understanding of non-coding RNA pairwise interactions · Table 1, CUPID > Data-aug-Avg row, AUROC 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-2894d253c5e8a8Sources and history
Release 2026-09-16-d74d282221a9 · Record review: needs review
- Computational understanding of non-coding RNA pairwise interactions · Original source · PMC archival version PMC12957212.1
Technical metadata and extraction receipts
Stable ID: reported-model-2894d253c5e8a8
- areas
- rna-transcriptomes
- entity level
- method
- version
- Not reported
- reported name
- CUPID Data-aug-Avg
- 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