Effectively evaluating the intricate dynamics of human-AI collaboration presents a significant challenge. This review delves into the subtleties of evaluating such collaborations, exploring diverse methodologies and metrics. Furthermore, it examines the significance of implementing a defined incentive structure to motivate optimal human-AI partners

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