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Home/Authors/Saku Peltonen

Saku Peltonen

1 indexed paper

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Publications per year

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26

Top categories

AI×1

Frequent co-authors

August Bøgh Rønberg1×
Andreas Plesner1×
Roger Wattenhofer1×

Research Timeline

2026
GraphARC: A Comprehensive Benchmark for Graph-Based Abstract Reasoning

The paper introduces GraphARC, a new benchmark for abstract reasoning on graph-structured data, demonstrating that current state-of-the-art language models struggle with full graph transformation tasks, revealing a comprehension-execution gap.

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Papers

cs.AIRecentMay 29, 2026

GraphARC: A Comprehensive Benchmark for Graph-Based Abstract Reasoning

Saku Peltonen, August Bøgh Rønberg, Andreas Plesner, Roger Wattenhofer

The paper introduces GraphARC, a new benchmark for abstract reasoning on graph-structured data, demonstrating that current state-of-the-art language models struggle with full graph transformation task…

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