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 function annotation
Assign molecular function
蛋白质功能注释
Definition and search aliases
- Permanent ID
protein-function-annotation- Aliases
- enzyme function prediction, EC prediction
- Deprecated aliases
- None
- Hierarchy
- Leaf task under Protein property and function prediction
Coverage
1 benchmark families cover this task
Biology-Instructions Enzyme Commission Number Prediction
Multi-label Enzyme Commission number prediction from a protein sequence, evaluated with the creator's Fmax implementation.
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 function annotation official-track · high | explicitly-in-scope | 1 tracks Formal evaluation tracks (Enzyme Commission Number Prediction). | emnlp-2025 | bioinstruction-evidence-paper |
| Biology-Instructions Enzyme Commission Number Prediction root: bioinstruction | Protein function annotation official-track · high | explicitly-in-scope | 19199 examples distinct examples across the published train, validation, and test splits | emnlp-2025 | bioinstruction-ec-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.