FIELD NOTES TOPIC
football prediction
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WorldCupArena: Fine-Grained Evaluation of Language Models and Deep-Research Agents on Football Forecasting
The paper introduces WorldCupArena, a dynamic benchmark for evaluating language models and deep-research agents in predicting football matches. The 2026 FIFA World Cup was its first evaluation, with systems receiving…
