Fig. 7: Benchmark reasoning analysis. | NPP—Digital Psychiatry and Neuroscience

Fig. 7: Benchmark reasoning analysis.

From: Mindbench.ai: an actionable platform to evaluate the profile and performance of large language models in a mental healthcare context

Fig. 7

MindBench.ai Representative screenshot of the current M interface that provides a per-question breakdown within a selected benchmark domain/tag. Item-level summaries, reasoning analyses, and granular results highlight recurring error types and reasoning weaknesses, which supports targeted model improvement and more precise interpretation of benchmark results.

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