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We-Math

A multimodal math benchmark for visually grounded mathematical reasoning and answer generation.

5 models

Higher is better.

  1. 1Qwen3.5 397BAlibaba87.9
  2. 2Gemini 3 ProGoogle86.9
  3. 3Kimi K2.5Moonshot AI84.7
  4. 4GPT-5.2OpenAI79.0
  5. 5Claude Opus 4.5Anthropic70.0
Higher is better. Bar colour: blue proprietary, orange open weights, green other.

About this benchmark

Metric
Multimodal mathematical reasoning
Tasks
Visually grounded math problems
Authors
Qwen (2026)

Scores are as reported by model developers or evaluators and may use different settings (for example reasoning effort or tools). Compare with care.