About this document
Chemcost Annotated by gauliaadhyaa is a document available to read on EtoBox.
The paper presents ChemCost, a benchmark for LLM-based agents to estimate the cost of reagents for chemical reactions, achieving only 50.6% accuracy within 25% of true costs. It highlights the challenges of ambiguous chemical names, fragmented pricing, and the cascading errors in multi-step processes. The study emphasizes the importance of a frozen supplier database for reproducibility and the impact of format noise on model performance.
- Author
- gauliaadhyaa
- Language
- EN