Kingsoft's WPS AI Tops TableBench Methods Leaderboard With 72.54 Points

On July 21, 2026, TableBench, the international benchmark for table question answering, updated its leaderboards. WPS AI from China's Kingsoft Office (金山办公) took first place on the methods leaderboard with a score of 72.54 points.

What is the TableBench leaderboard

TableBench is an international benchmark that measures how accurately AI systems answer questions about tables. It consists of two independent leaderboards: the methods leaderboard (方法榜) and the large language model leaderboard (大语言模型榜). WPS AI took first place on the methods leaderboard, scoring 72.54 points.

Tabular data is one of the hardest formats for AI. To answer a question about a table correctly, a system has to understand the structure of rows and columns, locate the right cells, and calculate correctly from them. That is why a dedicated benchmark for table question answering has become a prominent way to compare approaches.

• Leaderboard update date: July 21, 2026
• WPS AI (Kingsoft Office): 72.54 points, first place on the methods leaderboard
• Fact verification (事实核验): above 90 points
• Numerical reasoning (数值推理): above 90 points
• TableBench consists of two separate leaderboards: one for methods and one for LLMs

Where WPS AI is strong

WPS AI scored above 90 points on both key metrics, fact verification and numerical reasoning. These are the two areas where table-focused AI systems err most often: the first checks that an answer matches the data in the table, the second that the arithmetic and aggregations are correct.

According to 36Kr, it was the combination of high scores on these two metrics that put WPS AI in first place on the methods leaderboard. The overall score of 72.54 is an aggregate across the set of TableBench tasks, not the result of a single test.

According to

TableBench data, WPS AI scored above 90 points on both fact verification and numerical reasoning, the two metrics on which table-processing systems most often stumble.

Why it matters for office AI

Working with tables is one of the core office tasks, and WPS is a major office suite in which AI features are built directly into the editor. Scores above 90 points on fact-checking and numerical reasoning mean the model is less likely to produce numbers that are not in the source data. That is users' chief complaint about AI when working with reports and financial spreadsheets.

The TableBench methods leaderboard evaluates not only the language models themselves but also the table-processing approaches built on top of them. First place there, with 72.54 points, shows that Kingsoft's solution is competitive internationally on a narrow but practically important task.

What this means

WPS AI's lead (72.54 points) on the TableBench methods leaderboard signals that Chinese office AI products are competing seriously in the applied niche of working with tables, where accurate numbers matter more than polished prose.

Frequently asked questions

What is TableBench?

TableBench is an international benchmark for table question answering. It measures how accurately AI answers questions about tables and is split into two independent leaderboards: one for methods and one for large language models.

How many points did WPS AI score?

WPS AI from Kingsoft Office scored 72.54 points and took first place on the TableBench methods leaderboard in the July 21, 2026 update. Its scores on fact verification and numerical reasoning both exceeded 90 points.