Scientific Idea Generation on IdeaBench
0.559Semantic SimilarityFlowPIE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FlowPIE2026.03 | 0.559 | 7.76 | 0.825 | 0.105 | |
| Research Agent2026.03 | 0.558 | 6.66 | 0.722 | 0.138 | |
| Initial PopulationDescription=Initial population of FlowPIE2026.03 | 0.532 | 7.64 | 0.75 | 0.136 | |
| SCIPIP2026.03 | 0.526 | 5.03 | 0.816 | 0.133 | |
| VirSci2026.03 | 0.521 | 6.24 | 0.716 | 0.075 | |
| Chain-of-Ideas2026.03 | 0.482 | 7.24 | 0.926 | 0.095 |