The paper builds a post-cutoff benchmark dataset and a multi-metric evaluation framework for scoring LLM-generated research ideas against real paper motivations and experiment plans.
Leandojo: Theorem proving with retrieval-augmented language models
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AI Idea Bench 2025: AI Research Idea Generation Benchmark
The paper builds a post-cutoff benchmark dataset and a multi-metric evaluation framework for scoring LLM-generated research ideas against real paper motivations and experiment plans.