WildTableBench - Excel Formula: leaderboard

Metric: Accuracy (%) on the Excel Formula subtype (C1-F), 928 human-verified questions over 402 real-world table images, free-form answers judged by GPT-5.2 against the reference answer, high reasoning effort where configurable; higher is better. Source: arxiv.org. Saturation forecast: Around January 2027. 21 models tracked.

Top models

#ModelScore
1Gemini 3 Pro61.1
2Seed 2.0 Pro (High)58.3
3Claude Opus 4.6 (High)52.8
4GPT-5.2 (High)50
5Gemini 3 Flash44.4
6Qwen 3 VL 235B A22B (Thinking)38.9
7Kimi K2.5 (Thinking)36.1
8Claude Sonnet 4.6 (High)33.3
9Qwen 3 VL 32B Instruct25
10Qwen 3 VL 32B (Thinking)25
11O3 (High)22.2
12Qwen 3 VL 235B A22B Instruct13.9
13GLM-4.6V13.9
14GPT-5 Mini (High)13.9
15Qwen 3 VL 8B Instruct8.3

Interactive version: theaggregate.ai/benchmark?slug=wildtablebench-excel-formula · How It Works · Data refreshed daily, snapshot 2026-10-07.