Tag: AI evaluation
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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...
Evaluating LLMs for Accurate LTL Translation
Discover how Large Language Models translate natural language into LTL formulas, focusing on syntax and semantic challenges in security policies.
Text2DistBench: Benchmarking LLMs’ Distributional Reading Skills
Discover Text2DistBench, a new benchmark evaluating large language models' ability to understand distributional reading comprehension beyond factual recall...
WildToolBench: Real-World Benchmark for LLM Tool Use
Discover WildToolBench, a new benchmark revealing the real-world challenges LLMs face in tool use with complex user interactions and low accuracy rates.
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.