Extended Data Fig. 1: Adherence to Hugging Face Model Card Norms.
From: Systematic analysis of 32,111 AI model cards characterizes documentation practice in AI
This figure reveals that there is considerable room for improvement in model card adherence to established community norms. Specifically, only 20% of the top 100 model cards and 10.2% of the top 500 model cards fully incorporate all recommended sections. Furthermore, there is a significant correlation between a model card’s adherence to community standards and the model’s downloads. The fraction of model cards that adhere to the community norms, grouped by download frequency, is displayed on the y-axis with error bars representing the SEM within each group.
