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CVTG-2K

Progress Over Time

Interactive timeline showing model performance evolution on CVTG-2K

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CVTG-2K Leaderboard

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Zhipu AI
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About this benchmark

What is CVTG-2K?

CVTG-2K (Chinese Visual Text Generation 2K) is a benchmark for evaluating text-to-image models on their ability to accurately render text within generated images. It measures Word Accuracy, Normalized Edit Distance (NED), and CLIPScore across 2,000 prompts.

CVTG-2K is a image benchmark evaluating models on language, image-generation, and vision tasks. LLM Stats tracks 1 models on this benchmark, scored on a 0–1 scale. The current average is 0.9, with the leader at 0.9.

Compare leaders on the best AI for language, best AI for image-generation and best AI for vision leaderboards.

Current leaders

GLM-Image from Zhipu AI currently leads the CVTG-2K leaderboard with a score of 0.912 across 1 evaluated AI models.

1GLM-ImageZhipu AI91.2%

FAQ

Common questions about the CVTG-2K benchmark and leaderboard.

What is the CVTG-2K benchmark?

CVTG-2K (Chinese Visual Text Generation 2K) is a benchmark for evaluating text-to-image models on their ability to accurately render text within generated images. It measures Word Accuracy, Normalized Edit Distance (NED), and CLIPScore across 2,000 prompts.

What is the CVTG-2K leaderboard?

The CVTG-2K leaderboard ranks 1 AI models based on their performance on this benchmark. Currently, GLM-Image by Zhipu AI leads with a score of 0.912. The average score across all models is 0.912.

What is the highest CVTG-2K score?

The highest CVTG-2K score is 0.912, achieved by GLM-Image from Zhipu AI.

How many models are evaluated on CVTG-2K?

1 models have been evaluated on the CVTG-2K benchmark, with 0 verified results and 1 self-reported results.

What categories does CVTG-2K cover?

CVTG-2K is categorized under language, image-generation, and vision. The benchmark evaluates image models.

What is the best open-source model on CVTG-2K?

GLM-Image by Zhipu AI is the top-ranked open-source model on CVTG-2K, with a score of 0.912 (rank #1).

How recent are the CVTG-2K leaderboard results?

The CVTG-2K leaderboard was last updated in August 2026 and currently includes 1 evaluated models.