Eureka: Evaluating and understanding progress in AI

A summary of insights extracted by using the Eureka framework, shown via two radar charts for multimodal (left) and language (right) capabilities respectively. The radar charts show the best and worst performance observed for each capability.

In the fast-paced progress of AI, the question of how to evaluate and understand capabilities of state-of-the-art models is timelier than ever. New and capable models are being released frequently, and each release promises the next big leap in frontiers of intelligence. Yet, as researchers and developers, often we ask ourselves: Are these models all comparable, if not

 

 

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