LigBench evaluates research ideas through formalization, pairwise comparison against 11k+ papers with debiased OpenReview scores, and Elo-based score aggregation, validated against human experts and paper acceptance outcomes.
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LigBench: A Unified and Human-Aligned Benchmark for LLM-based Research Idea Generation
LigBench evaluates research ideas through formalization, pairwise comparison against 11k+ papers with debiased OpenReview scores, and Elo-based score aggregation, validated against human experts and paper acceptance outcomes.