Community Evals

Community Evals: Because we're done trusting black-box leaderboards over the community

Hugging Face introduces Community Evals, a framework aimed at replacing or supplementing opaque black-box leaderboards with community-driven model evaluations. The initiative reflects growing skepticism about the reliability and transparency of existing benchmark leaderboards. By crowdsourcing evaluations, Hugging Face seeks to make model assessment more transparent, diverse, and resistant to gaming. This represents a structural shift in how the open-source AI community approaches model comparison and trust.