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Introducing GMAI-MMBench: A New Benchmark for Medical AI Evaluation
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GMAI-MMBench is a new tool designed to evaluate the performance of large vision-language models (LVLMs) in the medical field. Developed from a diverse array of medical data and tasks, it aims to enhance the role of AI in diagnosis and treatment. The benchmark reveals that even sophisticated models like GPT-4o still have significant room for improvement, achieving only 52% accuracy. This tool underscores the necessity for more advanced AI in healthcare, advocating for the development of more effective models.
| Scores | Value | Explanation |
|---|---|---|
| Objectivity | 7 | Balanced reporting with comprehensive analysis and depth. |
| Social Impact | 5 | Significantly influences public opinion in medical AI. |
| Credibility | 6 | Verified independently and confirmed by multiple sources. |
| Potential | 6 | Inevitably leads to significant changes in medical AI. |
| Practicality | 5 | Widely applied in practice with good results. |
| Entertainment Value | 2 | Includes a few entertaining elements. |