Strengths and considerations
No source-reviewed explanatory claims are recorded here yet.
model · method
ERNIE-RNA + CoBRA
ERNIE-RNA + CoBRA is the method recorded for RNA compound-binding site prediction. This page preserves the configuration reported by CoBRA: compound binding site prediction using RNA language model.
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 | CoBRA compound-binding test setCoBRA: compound binding site prediction using RNA language model · Table 2, ERNIE-RNA / TCL focal row, MCC column |
| Recorded split | test setCoBRA: compound binding site prediction using RNA language model · Table 2, ERNIE-RNA / TCL focal row, MCC column |
| Recorded configuration | not stated in tableCoBRA: compound binding site prediction using RNA language model · Table 2, ERNIE-RNA / TCL focal row, MCC column |
| Model type | 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: ERNIE-RNA embedding with TCL focal loss
CoBRA: compound binding site prediction using RNA language model · Table 2, ERNIE-RNA / TCL focal row, MCC 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 |
|---|---|---|
| ERNIE-RNA + CoBRA: RNA compound-binding site prediction Model: ERNIE-RNA + CoBRA · Benchmark: RNA compound-binding site prediction · Dataset: CoBRA compound-binding test set ERNIE-RNA embedding with TCL focal loss Author-reported evaluation · Evaluation metadata: needs review | ||
| 0.657 MCC Unit: unitless · Direction: unknown | Uncertainty: not reported in legacy extract Scored: Not reported · Eligible: Not reported | source checkedCoBRA: compound binding site prediction using RNA language model · Table 2, ERNIE-RNA / TCL focal row, MCC 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.CoBRA: compound binding site prediction using RNA language model · Table 2, ERNIE-RNA / TCL focal row, MCC 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-7ad28cd57f5f5bSources and history
Release 2026-09-16-d74d282221a9 · Record review: needs review
- CoBRA: compound binding site prediction using RNA language model · Original source · journal full text in PMC
Technical metadata and extraction receipts
Stable ID: reported-model-7ad28cd57f5f5b
- areas
- rna-transcriptomes
- entity level
- method
- version
- not stated in table
- reported name
- ERNIE-RNA + CoBRA
- missing metadata
- checkpoint revision: not_reported_in_legacy_extract; training data: not_reported_in_legacy_extract; licence: not_reported_in_legacy_extract