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AI★★★★arXiv · 2026-07-09

UniClawBench: A Universal Benchmark for Proactive Agents on Real-World Tasks

The introduction of UniClawBench addresses the limitations of existing benchmarks for evaluating proactive agents. This universal benchmark provides a comprehensive framework for assessing the performance of proactive agents in real-world tasks. By using UniClawBench, researchers can gain a deeper understanding of the capabilities and limitations of proactive agents.

📌 Key points
  • UniClawBench offers a universal evaluation framework that covers a wide range of
  • The benchmark helps researchers identify the strengths and weaknesses of proacti
  • UniClawBench can accelerate the development and application of proactive agents

📄 阅读原文(arXiv)↗

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