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cs.AI2025
FractalBench: Diagnosing Visual-Mathematical Reasoning Through Recursive Program Synthesis
Jan Ondras, Marek Šuppa
Mathematical reasoning requires abstracting symbolic rules from visual patterns -- inferring the infinite from the finite. We investigate whether multimodal AI systems possess this…
cs.SE2025
BigCodeArena: Unveiling More Reliable Human Preferences in Code Generation via Execution
Terry Yue Zhuo, Xiaolong Jin, Hange Liu +37
Crowdsourced model evaluation platforms, such as Chatbot Arena, enable real-time evaluation from human perspectives to assess the quality of model responses. In the coding domain,…
astro-ph.IM2025
LCDC: Bridging Science and Machine Learning for Light Curve Analysis
Daniel Kyselica, Tomáš Hrobár, Jiří Šilha +2
The characterization and analysis of light curves are vital for understanding the physical and rotational properties of artificial space objects such as satellites, rocket stages,…