NABench evaluation of BiRNA-BERT on Fitness prediction on promoter assays, zero-shot, scored with AUC.
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1 evaluation · 1 result. Different protocols are not a single leaderboard.
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| Tested configuration | Protocol and dataset | Finding | Evidence and details |
|---|---|---|---|
| Configuration: BiRNA-BERT | Task: NABench ZS-AUC-PROMOTER: Fitness prediction on promoter assays, zero-shot Dataset subset: NABench promoter assays (NABench split) | 0.546 auc fraction · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceBiRNA-BERT on NABench ZS-AUC-PROMOTER: Fitness prediction on promoter assays, zero-shot Scored zero-shot across the NABench promoter assays. Aggregation: Not reported NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction · Table 8, row(BiRNA-BERT), column(promoter) |
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Scored zero-shot across the NABench promoter assays.
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10 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| attributes.comparison.metric_implementation AUC Context-only references | NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction Table 8, row(BiRNA-BERT), column(promoter) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.comparison.protocol_id nabench-task-zs-auc-promoter Context-only references | NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction Table 8, row(BiRNA-BERT), column(promoter) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.origin author_reported Context-only references | NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction Table 8, row(BiRNA-BERT), column(promoter) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.protocol Scored zero-shot across the NABench promoter assays. Context-only references | NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction Table 8, row(BiRNA-BERT), column(promoter) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.source_locator Table 8, row(BiRNA-BERT), column(promoter) Context-only references | NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction Table 8, row(BiRNA-BERT), column(promoter) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| description NABench evaluation of BiRNA-BERT on Fitness prediction on promoter assays, zero-shot, scored with AUC. Context-only references | NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction Table 8, row(BiRNA-BERT), column(promoter) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Relationship: benchmark nabench-task-zs-auc-promoter Context-only references | NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction Table 8, row(BiRNA-BERT), column(promoter) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Relationship: dataset nabench-dataset-nabench-promoter-assays Context-only references | NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction Table 8, row(BiRNA-BERT), column(promoter) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Relationship: model nabench-method-birna-bert Context-only references | NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction Table 8, row(BiRNA-BERT), column(promoter) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| name BiRNA-BERT on NABench ZS-AUC-PROMOTER: Fitness prediction on promoter assays, zero-shot Context-only references | NABench: Large-Scale Benchmarks of Nucleotide Foundation Models for Fitness Prediction Table 8, row(BiRNA-BERT), column(promoter) Version: Primary full-text snapshot retrieved 2026-09-17; exact bytes pinned by SHA-256 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
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Release 2026-09-29-06401fd5b220 · Record review: source checked
Stable ID: nabench-evaluation-birna-bert-zs-auc-promoter