AbBiBench
A framework using antibody–antigen complexes to evaluate affinity prediction and antibody redesign.
Scientific domain
Protein science
Protein sequence
蛋白质科学
9 registered benchmarks and tracks
Anthropic Key Life Sciences Evals
An Anthropic private internal suite reported only through an official accuracy chart covering scientific figure interpretation, computational biology, and protein understanding.
Anthropic Protein Understanding Eval
Private Anthropic protein-understanding evaluation direction reported only through a model-trend chart, without public tasks, counts, or protocol details.
CaM benchmark
A multistate protein sequence-design benchmark spanning CaM conformations and binding modes.
LAB-Bench DbQA — Viral protein–protein interactions
Retrieves predicted human interaction partners of viral proteins from P-HIPSter.
LifeSciBench
Expert-authored, artifact-rich free-response tasks that evaluate realistic research judgment across applied life-science workflows.
PapD benchmark
A multistate protein sequence-design benchmark targeting the multispecific PapD binding interface.
ProteinLMBench
A creator-curated set of 944 protein-science multiple-choice questions with answer explanations, generated from research literature and released for evaluating text LLM protein understanding.
RfaH benchmark
A multistate protein sequence-design benchmark using the fold-switching conformations of RfaH.
Capability coverage
Registry records tagged Protein science, counted by capability.
Accessible data table
| Capability | Records |
|---|---|
| Knowledge | 4 |
| Evidence synthesis | 2 |
| Retrieval | 2 |
| Prediction | 3 |
| Design | 5 |
| Generation | 2 |
| Optimization | 5 |
| Data analysis | 2 |
| Experiment planning | 1 |
| Troubleshooting | 1 |
| Scientific reasoning | 4 |
| 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.