WildHandBench - Formulas: leaderboard
Metric: CDM (%; character detection matching of the rendered formula over the formula documents of 500 real handwritten documents (free text, tables and formulas) in four languages and nine real-world scenarios such as notes, forms, whiteboards and exam sheets). Source: arxiv.org. Saturation forecast: Around February 2027. 18 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3.1 Pro (Preview) | 79.42 |
| 2 | Gemini 3.5 Flash | 78.22 |
| 3 | Claude Opus 4.8 | 74.11 |
| 4 | Qwen 3.5 Plus | 73.77 |
| 5 | Kimi K3 | 70.5 |
| 6 | Qwen 3 VL 235B A22B (Thinking) | 69.06 |
Interactive version: theaggregate.ai/benchmark?slug=wildhandbench-formulas · How It Works · Data refreshed daily, snapshot 2026-09-29.