AINeutralarXiv – CS AI · 9h ago6/10
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TSRBench: A Comprehensive Multi-task Multi-modal Time Series Reasoning Benchmark for Generalist Models
TSRBench introduces a comprehensive benchmark with 4,125 problems across 14 domains to evaluate how well AI models perform at time series reasoning tasks. Testing 30+ leading models reveals that current LLMs and multimodal models struggle with numerical forecasting despite strong semantic understanding, and fail to effectively combine textual and visual data inputs.