Sansa Bench
Physics leaderboard for Sansa Bench, with charts, model comparison, and methodology. This dimension covers mechanics, thermodynamics, electromagnetism, quantum topics, and physical laws.
Top models for Physics
- 1.
Claude-Opus-4.8 Reasoning High0.907 - 2.
Gpt-5.4 Reasoning High0.905 - 3.
Grok-4.3 Reasoning High0.904 - 4.
Qwen3.6-Plus Reasoning Base0.900 - 5.Gpt-5.2 Reasoning Low0.898
Methodology: Physics
What it measures
Tests physics knowledge and understanding, including mechanics, thermodynamics, electromagnetism, quantum physics, and physical principles. Queries evaluate understanding of physical laws and their 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.