Method Drift›KV-cache compression
Superseded baseline#142 of 234 most-superseded
fixed-schedule KV caching
KV-cache compression
superseded — cited as a baseline and beaten by newer methods
1 papers critique it · 0 beat it on benchmarks
What papers say
Verbatim critique sentences, each from a paper that cites fixed-schedule KV caching as a baseline.
“Such fixed-period policies leave performance on the table: they recompute when nothing has changed and miss updates precisely when rapid semantic revisions occur.”
— Attention Is All You Need for KV Cache in Diffusion LLMs
Newer alternatives
Recent methods in the same sub-problem, not yet superseded in the knowledge base.