TopBench: A Benchmark for Implicit Prediction and Reasoning over Tabular Question Answering

ArXi:2604.28076v1 Announce Type: cross Large Language Models (LLMs) have advanced Table Question Answering, where most queries can be answered by extracting information or simple aggregation. However, a common class of real-world queries is implicitly predictive, requiring the inference of unobserved answers from historical patterns rather than mere retrieval. These queries