AIDABench is a benchmark for evaluating AI systems on end-to-end data analytics over real-world documents. It contains 600+ diverse analytical tasks grounded in realistic scenarios and spans heterogeneous data sources such as spreadsheets, databases, financial reports, and operational records. Tasks are designed to be challenging, often requiring multi-step reasoning… See the full description on the dataset page: https://huggingface.co/datasets/MichaelYang-lyx/AIDA.