OpenVLM MMT-Bench - Screenshot-to-Code: leaderboard

The "Screenshot-to-Code" 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
2InternVL3-14B80#505
3Claude 3.7 Sonnet75#249
4InternVL3-38B70#405
5Claude 3.5 Sonnet70#350
6Qwen 2 VL 72B65#460
7InternVL3-78B60#352
8Gemini 1.5 Pro60#445
9GPT-4.1 Mini55#355
10Pixtral-12B55#808
11InternVL2-8B50#817
12Gemini 1.5 Flash50#618
13InternVL3-8B45#620
14Grok 2 (1212)45#496
15Moonshot v1 8K45#617

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-screenshot-to-code · How It Works · Data refreshed daily, snapshot 2026-10-20.