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MStar

A general visual question-answering benchmark used in provider tables for real-image reasoning quality.

1 models

Higher is better.

  1. 1Qwen3.6-27BAlibaba81.4
Higher is better. Bar colour: blue proprietary, orange open weights, green other.

About this benchmark

Metric
Image-grounded QA
Tasks
Real-image visual QA
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.