Benchmarking AI Agents for Addressing Scientific Challenges Across Scales

In three linesSciAgentArena is a systematic benchmark evaluating ~200 real-world scientific tasks with stepwise verification. Current AI agents perform well on structured data-analysis workflows but struggle to generate novel insights, sustain self-directed exploration, and solve open-ended research questions.

Summary generated by Claude — human-verified