OpenVLM MMT-Bench - OCR: leaderboard

The "OCR" 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)85#250
2InternVL3-14B81.2#505
3Gemma 3 12B77.5#671
4InternVL3-38B76.2#405
5InternVL3-78B76.2#352
6Qwen 2 VL 72B76.2#460
7Claude 3.5 Sonnet76.2#350
8Claude 3.7 Sonnet75#249
9Grok 2 (1212)75#496
10InternVL3-8B73.8#620
11Llama 3.2 90B Vision Instruct73.8#622
12Gemma 3 27B72.5#607
13InternVL2-8B70#817
14Gemini 1.5 Pro70#445
15Gemini 1.5 Flash70#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-ocr · How It Works · Data refreshed daily, snapshot 2026-10-20.