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Papers Benchmarks Datasets Tasks

Research Idea Generation research benchmarks · SOTA2 Research

Research Idea Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Ten benchmark topics (100 generated research ideas)

4.27Average Wins

15

May 26, 2026

Expert Evaluation Biotech Domain (test)

91.7Novelty Winrate vs Qwen-14B

1

Feb 26, 2026

Expert Evaluation Education Domain (test)

80Novelty Winrate vs Qwen

1

Feb 26, 2026

Expert Evaluation Law Domain (test)

69.2Novelty (Winrate vs Qwen)

1

Feb 26, 2026

Popular datasets

Expert Evaluation Ten benchmark topics

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