benchmarks evals
Biomedical Agents Meet Rebuilt Research Tasks
BioXArena-Pro holds out biological units and finds that scaffolding matters nearly as much as the model.
Summary
BioXArena-Pro holds out biological units and finds that scaffolding matters nearly as much as the model.
BioXArena-Pro rebuilds 64 modeling tasks across eight biomedical domains, usually holding out whole species or cohorts. Across 22 agent configurations the best score was 55.1 of 100, and removing pretrained biological models cost nine points on tasks where the leading agent used them.
Why it matters
BioXArena-Pro holds out biological units and finds that scaffolding matters nearly as much as the model.
Limits and context
No additional limitation was separately recorded.
Key claims
BioXArena-Pro holds out biological units and finds that scaffolding matters nearly as much as the model.
Evidence: source-2026-11-12-021
Sources
- arXiv:2611.13994v1arXiv / Cornell University · primary research
Corrections
No corrections have been recorded for this story.