Scientific Ideation on NeurIPS Overall 2025
6.74NoveltyAgentic-Ideation
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Agentic-IdeationBackbone=Qwen3-8B2026.06 | 6.74 | 7.78 | 6.12 | 6.67 | |
| SciPIPUnderlying LLM=GPT-4o2026.06 | 6.05 | 6.96 | 5.63 | 5.88 | |
| SciMONUnderlying LLM=GPT-4o2026.06 | 6.03 | 7 | 5.58 | 5.96 | |
| VirSciUnderlying LLM=GPT-4o2026.06 | 5.95 | 6.89 | 5.52 | 5.81 | |
| ResearchAgentUnderlying LLM=GPT-4o2026.06 | 5.91 | 6.94 | 5.6 | 5.94 | |
| Qwen-3-8BType=Backbone model2026.06 | 5.9 | 6.96 | 5.43 | 5.9 |