multimodal benchmark
MedXpertQA
A comprehensive benchmark to evaluate expert-level medical knowledge and advanced reasoning, featuring 4,460 questions spanning 17 specialties and 11 body systems. Includes both text-only and multimodal subsets with expert-level exam questions incorporating diverse medical images and rich clinical information.
Updated Aug 7, 2026
Published models12
Registry coverage12
MetricScore
EvidenceB
MedXpertQA leaderboard
Sorted by the source-provided rank. Higher score is better according to the registry.
| 1 | ME | 78.4% | 100.0% | 12 | C | |
| 2 | AC | 67.3% | 90.9% | 12 | C | |
| 3 | AC | 62.4% | 81.8% | 12 | C | |
| 4 | AC | 61.4% | 72.7% | 12 | C | |
| 5 | GO | 61.3% | 63.6% | 12 | C | |
| 6 | GO | 58.1% | 54.5% | 12 | C | |
| 7 | GO | 49.0% | 45.5% | 12 | C | |
| 8 | GO | 48.7% | 36.4% | 12 | C | |
| 9 | MI | 43.0% | 27.3% | 12 | C | |
| 10 | GO | 28.7% | 18.2% | 12 | C | |
| 11 | GO | 23.5% | 9.1% | 12 | C | |
| 12 | GO | 18.8% | 0.0% | 12 | C |
Score distribution
Top published rows on the benchmark's original scale.
MedXpertQA highlights
The top published results on this benchmark's own scale.
What is MedXpertQA?
Definition and scoring fields from the benchmark registry.
A comprehensive benchmark to evaluate expert-level medical knowledge and advanced reasoning, featuring 4,460 questions spanning 17 specialties and 11 body systems. Includes both text-only and multimodal subsets with expert-level exam questions incorporating diverse medical images and rich clinical information.
Scores are shown in ratio. The current registry marks this benchmark as not independently verified with evidence level B.
- Family
- MedXpertQA
- Modality
- multimodal
- Primary category
- multimodal
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- medxpertqa|llm-stats-current
Source-native results are preserved. Eligibility for the overall LLMBoard score is a separate policy decision.
FAQ
Common questions about MedXpertQA.
Which model scores highest on MedXpertQA?
Muse Spark is currently ranked first with 78.4%.
What does MedXpertQA measure?
A comprehensive benchmark to evaluate expert-level medical knowledge and advanced reasoning, featuring 4,460 questions spanning 17 specialties and 11 body systems. Includes both text-only and multimodal subsets with expert-level exam questions incorporating diverse medical images and rich clinical information.
Is a higher score better?
Yes. Higher values rank better for this benchmark.
How many models are compared?
12 unique published model results are currently shown.
Does this benchmark affect the overall score?
This benchmark is preserved as source-native evidence but is not eligible for the current overall score.