WildTableBench - Hypothetical: leaderboard

Metric: Accuracy (%) on the Hypothetical question category (C4, question-weighted over its subtypes), 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 Pro75.3
2Gemini 3 Flash55.1
3Kimi K2.5 (Thinking)55.1
4GPT-5.2 (High)55.1
5Claude Opus 4.6 (High)53.9
6Claude Sonnet 4.6 (High)49.4
7Seed 2.0 Pro (High)44.9
8Qwen 3 VL 235B A22B (Thinking)39.3
9GPT-5 Mini (High)33.7
10Qwen 3 VL 32B Instruct27
11GLM-4.6V27
12Qwen 3 VL 235B A22B Instruct21.3
13Qwen 3 VL 32B (Thinking)20.2
14Qwen 3 VL 8B (Thinking)16.9
15O3 (High)10.1

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