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Knowledge Quiz

Test your understanding of this article

1.What is the primary purpose of the \textsc{MazeBench} benchmark introduced in the article?

2.According to the article, why are the high accuracy scores (e.g., GPT-5.4 at 91%) of multimodal models on maze tasks considered misleading?

3.What common two-stage strategy did qualitative traces reveal multimodal models use to solve mazes?

4.What did the text-grid ablation experiment with Claude Sonnet 4.6 demonstrate?