SMDD-Bench: Can LLMs Solve Real-World Small Molecule Drug Design Tasks?

The paper introduces SMDD-Bench, a new challenging multi-turn benchmark with 502 guaranteed-solvable tasks to evaluate LLM agents' performance in real-world small molecule drug design. It aims to standardize evaluation across diverse chemistries and targets, requiring strong chemical, biological, and 3D intuition.