Rank Confidence Sequences:Anytime-valid Leaderboards.

arXiv:2609.32211v1 Announce Type: cross Abstract: Leaderboards rank models by their average scores on benchmark items, and they are consulted repeatedly while the evaluation is still running. Existing confidence intervals for a model's rank control their error