Scientific Idea Generation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
4.1Absolute Novelty
14
Apr 21, 2026
4.28Absolute Novelty Score
12
Jul 1, 2026
4.22Absolute Novelty
12
Apr 21, 2026
0.99Grounding
10
Mar 24, 2026
0.75Reward Novelty
7
Apr 1, 2026
96.67Novelty Win Rate
7
Mar 10, 2026
0.559Semantic Similarity
6
Apr 1, 2026
40Novelty
5
Jun 1, 2026
96.67Novelty Win Rate
4
Mar 10, 2026