A unified framework integrates 7 benchmarks across 24 domains using standardized formats, fixed ReAct execution, and offline snapshots to disentangle intrinsic LLM agent capabilities from scaffold and environment artifacts, shown via 400K rollouts on 15 models.
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A Unified Framework for the Evaluation of LLM Agentic Capabilities
A unified framework integrates 7 benchmarks across 24 domains using standardized formats, fixed ReAct execution, and offline snapshots to disentangle intrinsic LLM agent capabilities from scaffold and environment artifacts, shown via 400K rollouts on 15 models.