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  ## III. Evaluation Results
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- Our II-Medical-8B model achieved a 41% score on [HealthBench](https://openai.com/index/healthbench/), a comprehensive open-source benchmark evaluating the performance and safety of large language models in healthcare. This performance is comparable to OpenAI's o1 reasoning model and GPT-4.5, OpenAI's largest and most advanced model to date. We provide a comparison to models available in ChatGPT below.
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- ![image/jpeg](https://cdn-uploads.huggingface.co/production/uploads/61f2636488b9b5abbe184a8e/5r2O4MtzffVYfuUZJe5FO.jpeg)
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- Detailed result for HealthBench can be found [here](https://huggingface.co/datasets/Intelligent-Internet/OpenAI-HealthBench-II-Medical-8B-GPT-4.1).
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- ![Model Benchmark](https://cdn-uploads.huggingface.co/production/uploads/6389496ff7d3b0df092095ed/uvporIhY4_WN5cGaGF1Cm.png)
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- We evaluate on ten medical QA benchmarks include MedMCQA, MedQA, PubMedQA, HealthBench, medical related questions from MMLU-Pro, small QA sets from Lancet and the New England
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  Journal of Medicine, 4 Options and 5 Options splits from the MedBullets platform and MedXpertQA.
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  | Model | MedMC | MedQA | PubMed | MMLU-P | HealthBench | Lancet | MedB-4 | MedB-5 | MedX | NEJM | Avg |
 
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  ## III. Evaluation Results
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+ Our II-Medical-8B-1706 model achieved a 46.8% score on [HealthBench](https://openai.com/index/healthbench/), a comprehensive open-source benchmark evaluating the performance and safety of large language models in healthcare. This performance is comparable to OpenAI's o1 reasoning model and GPT-4.5, OpenAI's largest and most advanced model to date. We provide a comparison to models available in ChatGPT below.
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+ <!-- ![image/jpeg](https://cdn-uploads.huggingface.co/production/uploads/61f2636488b9b5abbe184a8e/5r2O4MtzffVYfuUZJe5FO.jpeg) -->
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+ Detailed result for HealthBench can be found [here](https://huggingface.co/datasets/Intelligent-Internet/OpenAI-HealthBench-II-Medical-8B-1706-GPT-4.1).
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+ <!-- ![Model Benchmark](https://cdn-uploads.huggingface.co/production/uploads/6389496ff7d3b0df092095ed/uvporIhY4_WN5cGaGF1Cm.png) -->
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+ We also evaluate on nine other medical QA benchmarks include MedMCQA, MedQA, PubMedQA, HealthBench, medical related questions from MMLU-Pro, small QA sets from Lancet and the New England
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  Journal of Medicine, 4 Options and 5 Options splits from the MedBullets platform and MedXpertQA.
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  | Model | MedMC | MedQA | PubMed | MMLU-P | HealthBench | Lancet | MedB-4 | MedB-5 | MedX | NEJM | Avg |