Scientific Idea Generation (n=96) benchmark leaderboard · SOTA2 Research

Scientific Idea Generation (n=96)

0.99GroundingEvoIdeator

Evaluation Results

Method	Links
EvoIdeator2026.03		0.99	0.19	0.06	0.03	0.18	0.96	0.32	0.37
EvoIdeator2026.03		0.99	0.31	0.94	0.35	0.58	0.99	0.47	0.18
Qwen-4B2026.03		0.94	0.25	0.91	0.19	0.39	0.92	0.41	0.33
DS v3.22026.03		0.91	0.54	0.9	0.3	0.72	0.88	0.42	0.25
Gemini 3 Flash2026.03		0.91	0.53	0.9	0.16	0.48	0.97	0.6	0.5
Gemini 3 Flash2026.03		0.87	0.2	0.07	0	0.1	0.9	0.55	0.81
Qwen-4B2026.03		0.85	0.09	0.05	0.01	0.08	0.75	0.21	0.41
DS v3.22026.03		0.8	0.19	0.1	0	0.12	0.72	0.31	0.4
DS R1 Distill2026.03		0.59	0.09	0.63	0.06	0.34	0.59	0.16	0.03
DS R1 Distill2026.03		0.53	0	0	0	0	0.19	0	0.16