OpenVLM MMT-Bench - Handwritten Text Recognition: leaderboard

The "Handwritten Text Recognition" subtask of OpenVLM MMT-Bench. OpenCompass OpenVLM evaluation of MMT-Bench: multimodal tasks covering visual recognition, localization, OCR, counting, relation reasoning, visual math, and hallucination detection.

Metric: Score (%). Source: huggingface.co. Saturation forecast: Estimated already saturated. 207 models tracked.

Top models

#ModelScoreOverall rank
1GPT-4.1 (2025-04-14)100#250
2Claude 3.7 Sonnet100#249
3Qwen 2 VL 72B100#460
4GPT-4.1 Mini90#355
5InternVL3-8B90#620
6InternVL3-78B90#352
7InternVL2-8B90#817
8InternVL3-14B90#505
9Pixtral-12B90#808
10Claude 3.5 Sonnet90#350
11Gemma 3 12B90#671
12Llama 3.2 11B Instruct90#1126
13Llama 3.2 90B Vision Instruct90#622
14InternVL3-38B80#405
15MiniCPM-V-2.680#836

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=openvlm-mmt-bench-handwritten-text-recognition · How It Works · Data refreshed daily, snapshot 2026-10-20.