Board Game Bench – arena-based evaluation of reasoning LLMs

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Board Game Bench is an arena for comparing the performance of LLMs on competitive board games. While board games are simple for humans to play, LLMs struggle to even understand the rules well enough to consistently make valid moves in many situations. For example, none of the Scrabble games in this arena end in a complete game, it always comes down to how far the LLMs get before finding themselves unable to make a valid rule.Since it's a competitive setup, and there are hundreds of board games that could be implemented, this arena approach shouldn't become instantly saturated like other benchmarks, although it's certainly possible for individual labs to finetune their models for the specific

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Website: www.boardgamebench.com