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 · Property and function prediction
Protein solubility prediction
Predict whether or how strongly a protein is soluble under an assay condition.
蛋白质溶解性预测
Definition and search aliases
- Permanent ID
protein-solubility-prediction- Aliases
- solubility
- Deprecated aliases
- None
- Hierarchy
- Leaf task under Protein property and function prediction
Coverage
1 benchmark families cover this task
Biology-Instructions Protein Solubility Prediction
Binary protein-solubility prediction from an amino-acid sequence, evaluated with accuracy.
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 | Protein solubility prediction official-track · high | explicitly-in-scope | 1 tracks Formal evaluation tracks (Protein Solubility Prediction). | emnlp-2025 | bioinstruction-evidence-paper |
| Biology-Instructions Protein Solubility Prediction root: bioinstruction | Protein solubility prediction official-track · high | explicitly-in-scope | 71421 examples distinct examples across the published train, validation, and test splits | emnlp-2025 | bioinstruction-solubility-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.