Evaluating AI Research Agents: SwarmEvolve vs. Scientist World
AI-generated summary Two arXiv v1 preprints evaluate distinct AI research agent tasks, with SwarmEvolve measuring evolutionary program search throughput and Scientist World testing performance in paper-derived environments. The authors of SwarmEvolve report high average scores and evaluation speeds using Qwen3 models, while Scientist World researchers report success rates across improve and innovate modes within a selected cohort.