Extended Data Fig. 2: Differences in Model Card Practices Between Organizational and Individual Accounts.
From: Systematic analysis of 32,111 AI model cards characterizes documentation practice in AI
This figure illustrates the disparities in model card practices between organizational and individual accounts. Download rankings are based on the entirety of model cards. For each account type, we count models of this type in every download group and calculate the percentage meeting to specified criteria. It highlights (a) The Degree of Adherence to Model Card Standards and (b) The Completion Rate of the Limitations Section. Organizational accounts show significantly greater compliance with model card norms, especially noted in their more thorough documentation of limitations across various download groups.
