Preprint
Oct 2026
Beyond Update Counts: A Control Map for Evaluating Test-Time Model Updates
Test-time updating lets a language model change persistent state after training---such as model weights, adapter parameters, or a memory module---before or while answering queries. Existing evaluations often compare systems using update count or frequency and performance measured immediately afterward. These summaries...
Ze-Hao Zhao, Shang-Jian Yin, Rui Liu et al.
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