Medicine

Sansa Bench

Medicine leaderboard for Sansa Bench, with charts, model comparison, and methodology. This dimension covers anatomy, physiology, conditions, treatments, and medical reasoning.

Inspiration & Acknowledgments91 models testedUpdated Aug 8, 2026

Top models for Medicine

  1. 1.Mimo-V2-Pro Reasoning High0.893
  2. 2.Qwen3.6-Plus Reasoning Base0.893
  3. 3.Deepseek-V4-Flash Reasoning High0.831
  4. 4.Claude-Sonnet-4.5 Reasoning High0.792
  5. 5.Gemini-3.1-Flash-Lite-Preview Reasoning Low0.789

Methodology: Medicine

What it measures

Tests medical knowledge and understanding, including anatomy, physiology, medical conditions, treatments, and medical reasoning. Queries evaluate understanding of medical concepts and applications.

Scoring & Criteria

Returns score 1.0 if the extracted answer exactly matches the expected answer letter (after normalization), otherwise 0.0. The system prompt requests answers in `<answer>X</answer>` format where X is a letter from the provided choices (A, B, C, D, etc.). The grader normalizes for models that include the full choice text instead of just the letter, or that violate the answer tag format from the system prompt. Only one answer is correct.

Evaluation Type: Multiple Choice

Grades multiple choice responses by exact string matching with normalization.

Example Question

Question:
A patient is admitted with a suspected overdose of acetaminophen (paracetamol). Which metabolite is primarily responsible for the hepatotoxicity associated with this overdose?
 
A. Glucuronide conjugate
B. Sulfate conjugate
C. NAPQI (N-acetyl-p-benzoquinone imine)
D. N-acetylcysteine
Answer:
C