Pencil Puzzle Bench: A Benchmark for Multi-Step Verifiable Reasoning | ScienceToStartup | ScienceToStartup

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References (43)

[1]

A Solver-in-the-Loop Framework for Improving LLMs on Answer Set Programming for Logic Puzzle Solving

2025Timo Pierre Schrader, Lukas Lange et al.

[2]

RiddleBench: A New Generative Reasoning Benchmark for LLMs

2025Deepon Halder, Alan Saji et al.

[3]

HardcoreLogic: Challenging Large Reasoning Models with Long-tail Logic Puzzle Games

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"A framework for evaluating LLM reasoning via pencil puzzles, providing deterministic, step-level verification to enhance model reasoning capabilities."

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Pencil Puzzle Bench: A Benchmark for Multi-Step Verifiable Reasoning

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References (43)

Founder's Pitch

"A framework for evaluating LLM reasoning via pencil puzzles, providing deterministic, step-level verification to enhance model reasoning capabilities."

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Pencil Puzzle Bench: A Benchmark for Multi-Step Verifiable Reasoning

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Founder's Pitch

"A framework for evaluating LLM reasoning via pencil puzzles, providing deterministic, step-level verification to enhance model reasoning capabilities."

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