Recently, Feishu Multidimensional Tables AI once again claimed the top spot in two globally recognized benchmark evaluations for real-world business data analysis—FDABench and SpreadsheetBench—securing first place on both leaderboards. It achieved the highest scores across all three core tasks in FDABench and ranked number one on the SpreadsheetBench (V1 Verified leaderboard) with an accuracy rate of 96.50%.
Earlier, Feishu Multidimensional Tables AI had already ranked among the top performers in TableBench, an international evaluation focused on real business scenarios. TableBench primarily assesses AI’s capabilities in data retrieval, statistical computation, analysis, and visualization when handling complex tables; FDABench further tests AI's ability to integrate multi-source information for business analysis; while SpreadsheetBench emphasizes evaluating AI’s robustness and accuracy in performing real-world spreadsheet operations.
Leading all three authoritative benchmarks demonstrates that Feishu Multidimensional Tables AI can not only "understand tables," but also perform precise calculations, deliver clear analysis, execute tasks reliably, and integrate diverse data sources to support informed business decisions. For enterprise users, this means AI can more dependably participate in real data analysis workflows, efficiently complete data statistics and analytical reporting, promptly identify issues, and accelerate decision-making processes.
FDABench Evaluation: Validating Multi-Source Data Analysis Capabilities
FDABench aims to evaluate whether AI possesses competencies comparable to those of a human business analyst—specifically, its ability to understand and solve complex, multi-source data challenges encountered in real work environments. The benchmark includes 2,007 tasks spanning over 50 domains such as finance, healthcare, and retail, with data sources extending beyond spreadsheets to databases, documents, web pages, images, videos, and audio files. Through multiple-choice, single-choice, and analytical report generation tasks, it comprehensively tests AI’s data retrieval, logical reasoning, and conclusion-formulation abilities in complex settings.
Feishu Multidimensional Tables AI ranked first in all three FDABench task categories: analytical report generation, single-choice, and multiple-choice. This proves that its capabilities go beyond simple "looking up data," enabling it to connect key analytical steps such as identifying “where the data resides,” “how to compute it,” and “what caused the result,” helping teams quickly pinpoint root causes behind business issues like sales fluctuations, project delays, or inventory anomalies.
SpreadsheetBench Evaluation: Validating Real Spreadsheet Operation Capabilities
SpreadsheetBench focuses specifically on practical tasks within real electronic spreadsheets. Rather than posing abstract questions, it provides actual Excel files along with user requirements, asking AI to perform common high-frequency operations such as locating, extracting, summing, counting, calculating, modifying, deleting, highlighting, organizing, and presenting results. The test cases are derived from real Excel forums and include 912 practical problems and 2,729 test instances in total.
Feishu Multidimensional Tables' Data Analysis Agent achieved first place on the V1 Verified sub-leaderboard of SpreadsheetBench—a subset where responses undergo manual verification, ensuring higher reliability in scoring—with an accuracy rate of 96.50%. This indicates that when faced with complex workplace spreadsheets, the AI can not only comprehend content but also reliably execute operations—such as locating data, formatting adjustments, performing calculations, organizing outputs, and maintaining accuracy even after data changes. For users, this significantly reduces time spent manually writing formulas, repeatedly filtering, and cross-checking data, making AI a truly accessible and easy-to-use spreadsheet assistant.
Feishu Multidimensional Tables: Equipping Teams with a Professional AI Data Analyst
Feishu Multidimensional Tables store vast amounts of critical business data, including customer leads, orders, projects, inventory, payments received, goals, and more. In the past, transforming this data into actionable insights required dedicated personnel to manually filter, calculate, and analyze. Now, Feishu Multidimensional Tables AI assists users in computing metrics, manipulating tables, generating in-depth analytical reports, and providing business recommendations—effectively serving as an intelligent data analysis partner by every team member’s side.
Going forward, Feishu Multidimensional Tables will continue enhancing its underlying AI capabilities to achieve deeper understanding of business data structures, handle real-world datasets, and deliver professional-grade analysis. Users will be able to simply ask questions using natural business language to trigger AI-powered data retrieval, calculation, root-cause analysis, visualization, report generation, and table operations—fully unlocking the business value embedded within accumulated data.