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Dingli Liang

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#artificial intelligence Jul 2026

WorldCupArena: Fine-Grained Evaluation of Language Models and Deep-Research Agents on Football Forecasting

WorldCupArena is presented, a dynamic benchmark for language models and deep-research agents that can be reused for future leagues and cups, and shows only small gains in result and exact-score accuracy, but a clearer gain in Scoreline.

Zhaokai Wang, T. Gui, Jiayuan Rao et al. · arXiv.org · 1 citation · ⚡1