The model used as LLM-as-a-judge in the evaluation of the Test-Time Diffusion Deep Researcher (TTD-DR) is Gemini-1.5-pro. This model was calibrated with human ratings to ensure alignment with human judgment in evaluating long-form responses produced by the research agents, as stated in the text[1].
In the context of the evaluation, the Gemini-1.5-pro model played a critical role by providing fitness scores and generating textual critiques to enhance the quality of the outputs generated by the TTD-DR framework[1].
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