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Models & ResearchAI AgentsAI DevelopmentInfrastructure & HardwareImage, Video & AudioRobotics & Autonomous SystemsBusiness & IndustryPolicy & RegulationSafety & SecurityBenchmarks & EvaluationOpen Source & CommunityAI in Society
Robotics & Autonomous SystemsBusiness & IndustryPolicy & RegulationSafety & SecurityBenchmarks & EvaluationOpen Source & CommunityAI in Society

13 NovBenchmarks & EvaluationForkast

Evaluating AI Research Agents: SwarmEvolve vs. Scientist World

AIAI-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.

Deep Research Agent Evaluation

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