ChromaFlow reports a negative ablation in which expanded orchestration on GAIA Level-1 tasks reduced accuracy and increased tracebacks, timeouts, and token costs.
OrchestrationBench: LLM-Driven Agentic Planning and Tool Use in Multi- Domain Scenarios,
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ChromaFlow: A Negative Ablation Study of Orchestration Overhead in Tool-Augmented Agent Evaluation
ChromaFlow reports a negative ablation in which expanded orchestration on GAIA Level-1 tasks reduced accuracy and increased tracebacks, timeouts, and token costs.