Scientific Reasoning on ExpBench-Sci Chem-TDC
69.58Exact MatchExpWeaver
Evaluation Results
| Method | Links | |
|---|---|---|
| ExpWeaverCategory=LLM-Centric Experience Learning2026.05 | 69.58 | |
| Search-R1Category=LLM-Centric Experience Learning2026.05 | 63.78 | |
| R1Category=General Reasoning-Based2026.05 | 62.22 | |
| HRPOCategory=General Reasoning-Based2026.05 | 60.22 | |
| LLM-RCategory=Retrieval-Centric Experience Learning2026.05 | 59.11 | |
| ExpeLCategory=Retrieval-Centric Experience Learning2026.05 | 58.44 | |
| ReasoningBankCategory=Retrieval-Centric Experience Learning2026.05 | 57.8 | |
| CoTCategory=General Reasoning-Based2026.05 | 57.6 | |
| Search-o1Category=LLM-Centric Experience Learning2026.05 | 55.1 | |
| IRCoTCategory=LLM-Centric Experience Learning2026.05 | 54.2 |