Interdisciplinary Research Ideation on CHIMERA idea-level
83.25Novelty @1Idea-Catalyst
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Idea-CatalystAblation=Full pipeline2026.03 | 83.25 | 84.03 | 83.05 | 65.75 | 66.13 | 66.38 | 71.25 | 70.65 | 70.09 | |
| Idea-CatalystAblation=Removing Potential Ranking2026.03 | 83.21 | 83.31 | 81.79 | 62.41 | 65.15 | 64.16 | 68.17 | 69.04 | 67.92 | |
| Idea-CatalystAblation=Removing Decompose2026.03 | 82 | 81.94 | 78.48 | 61 | 63.43 | 65.06 | 63.75 | 65.91 | 67.85 | |
| Idea-CatalystVariant=Conceptual Rewriting2026.03 | 82 | 82.9 | 80.91 | 62.75 | 62.9 | 61.54 | 66.75 | 66.29 | 64.96 | |
| Guided Dual2026.03 | 68 | 70.32 | 67.95 | 70.25 | 65.48 | 64.39 | 72.25 | 68.39 | 66.1 | |
| Free-Form Source2026.03 | 13.5 | 17.26 | 19.8 | 35.5 | 39.84 | 40.31 | 30.5 | 34.52 | 35.19 |