WildTableBench - Transcription: leaderboard

Metric: Accuracy (%) on the Transcription subtype (C1-T), 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 Pro66.7
2Seed 2.0 Pro (High)50
3Kimi K2.5 (Thinking)46.7
4Claude Opus 4.6 (High)46.7
5Gemini 3 Flash43.3
6GPT-5.2 (High)43.3
7Qwen 3 VL 235B A22B (Thinking)26.7
8GLM-4.6V26.7
9Qwen 3 VL 235B A22B Instruct23.3
10GPT-5 Mini (High)23.3
11Claude Sonnet 4.6 (High)20
12Qwen 3 VL 32B Instruct16.7
13Qwen 3 VL 32B (Thinking)13.3
14Qwen 3 VL 8B Instruct10
15Qwen 3 VL 4B Instruct10

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