Category

Biology: RL environments and AI benchmarks

AI benchmarks
24
Shares entries with
4 categories

Snapshot 2026-10-11. How categories are built · Where the data comes from

In short

What are RL environments for biology?
A simulated workplace where an AI agent practises a task (a code repository, a browser, business software) and an automatic grader scores each attempt. Labs train on thousands of these attempts. Bought to improve models.

Only benchmarks use the Biology tag: the RL environment directories file their vendors under other categories. Browse all RL environments.

AI benchmarks 24

None confirmed yet.

24 not yet confirmedListed in the catalog; no line from its own site or paper confirms it yet.
  1. BioMysteryBench
  2. ProteinGym Hard
  3. BioPipelineBench Verified
  4. LABBench2 Clinical Trials
  5. LABBench2 Database Questions
  6. LABBench2 FigQA
  7. LABBench2 Literature Questions
  8. LABBench2 Patent Questions
  9. LABBench2 Reading Tables
  10. LABBench2 Source Reliability
  11. LABBench2 Supplementary Materials
  12. LatchBio Bioinformatics
  13. Protocol troubleshooting
  14. LABBench2 Aggregate
  15. ViroBench
  16. PlantMarkerBench
  17. VariantBench
  18. SciHorizon-GENE
  19. scBench-Long
  20. SpatialBench-Long
  21. BioCoder
  22. BioSecBench-Function
  23. BioSecBench-Surveillance
  24. SynBio-Reason

Domains that overlap with Biology

Next: pick another domain. Tags come from the RL Research daily scrape, canonicalized nightly.