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 domain
Multi-omics
Integrated analysis across two or more omics modalities.
多组学
6 registered benchmarks and tracks
Biology-Instructions RNA-Protein Interaction Prediction
Binary interaction prediction for an RNA and protein sequence pair, evaluated with Matthews correlation coefficient.
Biology-Instructions siRNA Efficiency Prediction
Regression of siRNA efficiency from paired sequence context, evaluated with the SAIS-inspired mixed score.
BioMysteryBench
An agentic bioinformatics benchmark of objective, expert-authored mysteries over anonymized real-world biological data, scored on final answers rather than prescribed analysis paths.
BixBench
A containerized benchmark of long-horizon bioinformatics analysis over real published notebooks and associated data, with open-answer and multiple-choice evaluation modes.
Single-cell Omics Arena
A benchmark for evaluating LLM cell-type annotation across scRNA-seq and single-cell multiomics data.
Capability coverage
Registry records tagged Multi-omics, counted by capability.
Accessible data table
| Capability | Records |
|---|---|
| Prediction | 3 |
| Classification | 3 |
| Regression | 2 |
| Data analysis | 2 |
| Coding | 2 |
| Tool use | 2 |
| Scientific reasoning | 4 |
Scientific Tasks in this domain
Task mappings are evidence-backed and may be partial for mixed suites.
Coverage-gap reading: zero counts indicate a gap in this registry, not proof that no benchmark exists. Propose a primary source through the contribution form.