COMPASS benchmark shows LLM agents reach 70-90% feasibility but only 20-60% optimality on constrained travel planning tasks, attributing the gap to insufficient search space exploration rather than tool use.
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COMPASS: Benchmarking Constrained Optimization in LLM Agents
COMPASS benchmark shows LLM agents reach 70-90% feasibility but only 20-60% optimality on constrained travel planning tasks, attributing the gap to insufficient search space exploration rather than tool use.