Tag: mathematical reasoning
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Evaluating MLLMs’ Mathematical Spatial Reasoning Skills
Discover how multimodal large language models struggle with mathematical spatial reasoning and the impact of the MathSpatial dataset on improving performan...
Do LLMs Struggle with Math in Different Cultures?
Study reveals LLMs' math accuracy drops in culturally diverse contexts, urging diverse data for better global performance.
Riemann-Bench: Advanced AI Benchmark for Math Research
Discover Riemann-Bench, a benchmark testing AI on expert-level math problems beyond Olympiad scope, revealing gaps in research-level reasoning.
QED-Nano: Small AI Model Excels in Hard Math Proofs
Discover QED-Nano, a compact AI model achieving top-tier performance in complex mathematical proofs with open training and low inference cost.
PROGRS: Enhancing LLM Reasoning with Process Rewards
Discover PROGRS, a framework improving LLM mathematical reasoning by combining process rewards and outcome correctness for accurate, efficient AI solutions...