KazakhOCR (Latin): leaderboard

Metric: Character error rate of the transcription of Latin-script Kazakh (Cyrillic text transliterated) on 200 synthetic KazakhOCR images per script (random fonts, sizes, noise, blur, rotation and colours), the model transcribing the text zero-shot at temperature 0; error rate in percent, which can exceed 100 when the output adds text; lower is better. Source: arxiv.org. Saturation forecast: Estimated already saturated. 3 models tracked.

Top models

#ModelScoreOverall rank
1Llama 3.2 11B Instruct21.6#1112
2Qwen 2.5 VL 7B Instruct26.4#643
3Gemma 3 12B (IT)31#655

No result here: #3 Claude Opus 5.5, #5 GPT-6 Astra, #8 Claude Fable 5.1.

Interactive version: theaggregate.ai/benchmark?slug=kazakhocr-latin · How It Works · Data refreshed daily, snapshot 2026-10-11.