AIDABench: AI 数据分析基准

The increasing prevalence of AI-driven document understanding and processing tools in real-world applications has heightened the urgency for rigorous evaluation standards. Existing benchmarks often focus on isolated capabilities or simplified scenarios, failing to capture the end-to-end task effectiveness required in practical settings. To bridge this gap, AIDABench is introduced as a comprehensive benchmark for evaluating AI systems on complex data analytics tasks in an end-to-end manner. AIDABench encompasses over 600 diverse document analysis tasks across three core capability dimensions: question answering, data visualization, and file generation. These tasks are grounded in realistic scenarios involving heterogeneous data, aiming to provide a more holistic evaluation standard.