OpenVLM MMT-Bench - Handwritten Mathematical Expression Recognition: leaderboard

The "Handwritten Mathematical Expression 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
1InternVL3-8B90#620
2InternVL3-38B90#405
3InternVL3-78B90#352
4InternVL3-14B90#505
5Claude 3.7 Sonnet90#249
6Gemini 1.5 Pro90#445
7Claude 3.5 Sonnet90#350
8Gemma 3 12B90#671
9Grok 2 (1212)90#496
10InternVL2-8B80#817
11GPT-4.1 (2025-04-14)80#250
12Qwen 2 VL 72B80#460
13Pixtral-12B80#808
14Aquila-VL-2B80#1238
15Gemini 1.5 Flash80#618

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-mathematical-expression-recognition · How It Works · Data refreshed daily, snapshot 2026-10-20.