Category

Biomedicine: RL environments and AI benchmarks

AI benchmarks
58
Shares entries with
3 categories

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

In short

What are RL environments for biomedicine?
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 Biomedicine tag: the RL environment directories file their vendors under other categories. Browse all RL environments.

AI benchmarks 58

None confirmed yet.

58 not yet confirmedListed in the catalog; no line from its own site or paper confirms it yet.
  1. Histopath-C
  2. CLEAR
  3. ASD-Bench
  4. CardioLens
  5. BanglaMedVQA
  6. DeepTumorVQA
  7. DrVD-Bench
  8. EHRBench
  9. HealthBench-BR and PCDT-QA
  10. JMed48k
  11. Med-RewardBench
  12. MedAgentGym
  13. MedLayXPlain
  14. MHGraphBench
  15. MolDeTox
  16. PubMedQA
  17. MedAraBench
  18. Med-CoReasoner
  19. NeuroAtlas
  20. Overview of the PsyDefDetect Shared Task at BioNLP 2026
  21. BioMedHop
  22. ABRA: Agent Benchmark for Radiology Applications
  23. AIPatient Arena
  24. Causal Sensitivity Score
  25. CheXpercept
  26. ChronoMedKG
  27. ClinicalBench
  28. ClinPivot
  29. EHR-Complex
  30. GlobalDentBench
  31. ICU-Bench
  32. MedBench v5
  33. MedFrameQA
  34. MedMeta
  35. MedMosaic
  36. MedStruct-S
  37. MRI-Eval
  38. Oncology Report-Derived VQA
  39. OpenBioRQ: Unsolved Biomedical Research Questions for Agents
  40. Pocket-Dentist
  41. SMDD-Bench
  42. TxBench-PP
  43. When Cases Get Rare
  44. Biopharma Bench
  45. RSPC
  46. DrugAudit
  47. MammoExpert
  48. MRAG
  49. UCSF-PDGM-VQA
  50. Active Evidence-Seeking and Diagnostic Reasoning in Large Language Models for Clinical Decision Support
  51. Benchmarking LLM Agents on Meta-Analysis Articles from Nature Portfolio
  52. DALPHIN
  53. Large Language Models Lack Temporal Awareness of Medical Knowledge
  54. ProtStructQA
  55. An explainable hypothesis-driven approach to Drug-Induced Liver Injury with HADES
  56. BioTool
  57. Generating synthetic computed tomography for radiotherapy
  58. PCoA

Domains that overlap with Biomedicine

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