benchmark-dual human CRISPR-Cas9 library
A human CRISPR-Cas9 paired-guide library created to compare dual- and single-targeting strategies in loss-of-function screens.
Scientific domain
Assays and screening
Assay design
实验与筛选
8 registered benchmarks and tracks
benchmark human CRISPR-Cas9 library
A human CRISPR-Cas9 guide-RNA library assembled to compare single-targeting library performance in loss-of-function screens.
Biology-Instructions Enhancer Activity Prediction
Two-output regression of housekeeping and developmental enhancer activity from a DNA sequence, evaluated with separate Pearson correlations.
Biology-Instructions Protein Fluorescence Prediction
Regression of protein fluorescence from an amino-acid sequence, evaluated with Spearman rank correlation.
LAB-Bench
A practical biology-research suite of 2,457 multiple-choice questions across eight broad categories and 31 versioned task files, with public and private contamination-monitoring splits.
LAB-Bench ProtocolQA
Troubleshoots intentionally modified published biological protocols by selecting steps that would repair the stated outcome.
LifeSciBench
Expert-authored, artifact-rich free-response tasks that evaluate realistic research judgment across applied life-science workflows.
MoleculeNet
The original molecular-machine-learning benchmark of 17 dataset collections and more than 800 prediction endpoints spanning quantum, physicochemical, biophysical, and physiological properties.
Capability coverage
Registry records tagged Assays and screening, counted by capability.
Accessible data table
| Capability | Records |
|---|---|
| Knowledge | 1 |
| Evidence synthesis | 2 |
| Retrieval | 2 |
| Prediction | 6 |
| Classification | 2 |
| Regression | 3 |
| Design | 2 |
| Generation | 1 |
| Optimization | 1 |
| Data analysis | 2 |
| Tool use | 1 |
| Experiment planning | 2 |
| Troubleshooting | 3 |
| Scientific reasoning | 3 |
| Scientific communication | 1 |
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.