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cs.CV2026
Can't Find Waldo: Evaluating VLMs' Sensitivity to Image Resolution and Detail Level
Alexandra Schild, Gerard de Melo
Visual Language Models (VLMs) have achieved remarkable success across diverse tasks, yet they struggle with high-resolution inputs where critical information resides in small regio…
cs.AI2026
PyraMathBench: Evaluating and Improving Mathematical Capability in Large Language Models
Zetian Ouyang, Linlin Wang, Gerard de Melo +1
Despite the pivotal role of numerical reasoning as the cornerstone of mathematical capabilities in large language models (LLMs) across applications, few benchmarks evaluate LLMs by…