Biology-Instructions
A multi-omics sequence-instruction suite with 21 formal predictive tasks across DNA, RNA, protein, and multi-molecule inputs; the final paper reports task-specific held-out evaluations rather than a single aggregate score.
Scientific task · Variant and perturbation effect
siRNA efficacy prediction
Predict the silencing efficacy of an siRNA sequence or sequence pair.
siRNA效能预测
Nucleic-acid result atlas: T57 results (composite)
Definition and search aliases
- Permanent ID
sirna-efficacy-prediction- Aliases
- siRNA efficiency
- Deprecated aliases
- None
- Hierarchy
- Leaf task under RNA function and design
Coverage
1 benchmark families cover this task
Biology-Instructions siRNA Efficiency Prediction
Regression of siRNA efficiency from paired sequence context, evaluated with the SAIS-inspired mixed score.
Evidence-backed count claims
Each row keeps its original unit and basis. Rows with different units or overlapping mappings are never added.
| Benchmark | Mapped task | Coverage | Count | Version | Evidence |
|---|---|---|---|---|---|
| Biology-Instructions root: bioinstruction | siRNA efficacy prediction official-track · high | explicitly-in-scope | 1 tracks Formal evaluation tracks (siRNA Efficiency Prediction). | emnlp-2025 | bioinstruction-evidence-paper |
| Biology-Instructions siRNA Efficiency Prediction root: bioinstruction | siRNA efficacy prediction official-track · high | explicitly-in-scope | 66987 examples distinct examples across the published train, validation, and test splits | emnlp-2025 | bioinstruction-sirna-evidence-paper |
Official evaluations connected to these benchmarks
Runs are included only for benchmark records mapped here (and formal child tracks when a mapped suite is the root). A task mapping does not imply that every run isolates this task.