result · source checked
0.657 MCC
ERNIE-RNA + CoBRA · MCC · CoBRA compound-binding test set
- Tested model
- ERNIE-RNA + CoBRA
- Task or benchmark
- RNA compound-binding site prediction
- Dataset
- CoBRA compound-binding test set
- Procedure
- ERNIE-RNA embedding with TCL focal loss
- Evaluation
- ERNIE-RNA + CoBRA: RNA compound-binding site prediction
- Evidence
- Author-reported evaluation · source checkedCoBRA: compound binding site prediction using RNA language model · Table 2, ERNIE-RNA / TCL focal row, MCC column
A source-checked result verifies the numerical transcription, not every model or protocol detail. Evaluation metadata: needs review. Source checked does not mean independently reproduced.
Evaluation 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. |
Sources and history
Release 2026-09-16-d74d282221a9 · Record review: source checked
- CoBRA: compound binding site prediction using RNA language model · Original source · journal full text in PMC
Technical metadata and extraction receipts
Stable ID: b2-cobra-rna-binding-2026
- areas
- rna-transcriptomes
- tasks
- RNA compound-binding site prediction
- printed value
- 0.657
- numeric value
- 0.657
- metric
- MCC
- metric direction
- unknown
- unit
- unitless
- uncertainty
- Not reported
- source locator
- Table 2, ERNIE-RNA / TCL focal row, MCC column
- review
- method: independent_ai_table_review; reviewer: Codex secondary table review; reviewed at: 2026-09-16T10:38:57.558197+00:00; notes: Matched ERNIE-RNA jointly with TCL focal loss, then the MCC column. Table 2 explicitly reports test-set models. The cell is 0.657, distinct from AUROC 0.868.; evidence: Original PMC XML table headers, row groups and caption inspected; printed value 0.657.; artifact sha256: 8c6a6f00f5fa5f62acf301a66e9e6fa9ef11c7a05ad9b7447d2ade2ce8eba793; retrieval url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC12790621/fullTextXML
- legacy id
- b2-cobra-rna-binding-2026
- legacy row
- id: b2-cobra-rna-binding-2026; paper id: cobra-rna-binding-2026; domain id: rna-transcriptomes; task: RNA compound-binding site prediction; model: ERNIE-RNA + CoBRA; model version: not stated in table; dataset: CoBRA compound-binding test set; dataset version: Not reported; split: test set; metric: MCC; value: 0.657; unit: unitless; uncertainty: Not reported; protocol: ERNIE-RNA embedding with TCL focal loss; source locator: Table 2, ERNIE-RNA / TCL focal row, MCC column; source url: https://pmc.ncbi.nlm.nih.gov/articles/PMC12790621/; evaluation origin: author_reported; reviewed utc: 2026-09-15T23:33:26Z
- missing metadata
- dataset version: not_reported_in_legacy_extract; uncertainty: not_reported_in_legacy_extract