Evaluation Cards, a 95-page open standard for eval reporting, wins NeurIPS 2026 Spotlight

evijit · x · 2026-09-29

evijit announced that Evaluation Cards has been accepted as a Spotlight at NeurIPS 2026 — his first first-author NeurIPS paper. The project, co-led with AnkaReuel, Jenny Chim, and Wm. Matthew Kennedy plus a broader EvalEval coalition, took about two years and grew to a 95-page paper.

Evaluation Cards is designed as a living documentation standard for eval reporting: it aims to unify and standardize the currently fragmented field of model evaluation reporting through open collaboration, serving stakeholders in policy, eval research, and model development. Early adopters exist, more releases are promised, and an open Slack community invites contributions.

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