# Qwen Launches Text-to-Image Evaluation Benchmark Qwen-Image-Bench

- Category: Flash (快讯)
- Published: 2026-05-29T11:56:00.000Z
- Source date: 2026-05-29
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Tongyi Lab has released Qwen-Image-Bench, a text-to-image evaluation benchmark featuring 56 fine-grained checkpoints and the open-source Q-Judger assessment model. Developed with professional artists, it covers real-world scenarios like world knowledge and creative reasoning to bridge the gap between basic generation and professional creation.

## At a glance

- Released Qwen-Image-Bench with 56 checkpoints and the open-source Q-Judger model
- Developed with artists to cover multiple scenarios and fill the professional evaluation gap

## The update

Tongyi Lab has officially launched Qwen-Image-Bench, a new evaluation benchmark for text-to-image models. This benchmark includes fifty-six fine-grained creative checkpoints and is accompanied by the open-source automated assessment model, Q-Judger. Professional artists were deeply involved in the development process to ensure the evaluation system aligns with real-world creative needs. The coverage spans various authentic creation scenarios, including world knowledge, creative reasoning, text rendering, visual storytelling, and game design. This initiative aims to address limitations in existing evaluation systems, effectively bridging the gap between basic image generation capabilities and professional artistic creation, thereby providing more precise and professional standards for assessing text-to-image model performance.

## Sources

- [通义实验室](https://mp.weixin.qq.com/s/J3fHiF1w4NhvvnIgbDOJ3Q?click_id=7&scene=1) (2026-05-29)

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