OpenVLM OCRBench - Handwritten Mathematical Expression Recognition: leaderboard

OCRBench Handwritten Mathematical Expression Recognition from the OpenCompass OpenVLM Leaderboard (VLMEvalKit): transcribing handwritten mathematical expressions. This part holds 100 of OCRBench's 1,000 questions; the board shows correct answers as a percentage of those 100, higher is better.

Metric: Correct Answers (%). Source: huggingface.co. Saturation forecast: Estimated already saturated. 285 models tracked.

Top models

#ModelScoreOverall rank
1Moonshot v1 8K89#622
2InternVL3-78B85#361
3InternVL3-8B83#624
4InternVL3-38B80#413
5InternVL3-14B79#506
6InternVL2.5-78B78#434
7Qwen 2.5 VL 7B76#641
8InternVL2.5-2B76#1227
9Qwen 2 VL 72B73#450
10Aquila-VL-2B64#1216
11InternVL2-8B63#813
12Qwen 2 VL 7B59#743
13MiniCPM-V-2.648#827
14Qwen 2 VL 2B39#1191
15Gemini 2.5 Pro38#159

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

Interactive version: theaggregate.ai/benchmark?slug=openvlm-ocrbench-handwritten-mathematical-expression-recognition · How It Works · Data refreshed daily, snapshot 2026-11-05.