Beyond Update Counts: A Control Map for Evaluating Test-Time Model Updates
arXiv:2610.36109v1 Announce Type: new Abstract: 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 frequ…
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- 2026-10-28 04:00 · arXiv cs.LG
Beyond Update Counts: A Control Map for Evaluating Test-Time Model Updates