FromPitch2Board: Benchmarking LLM Agents in Long-Horizon Football Management.

arXiv:2609.34710v1 Announce Type: new Abstract: Long-horizon agent benchmarks typically report how far an agent progresses, but do not identify whether its performance comes from the foundation model, scaffold, responsibility scope, match-control granularity,