Method Drift›KV-cache compression
Superseded baseline#123 of 234 most-superseded
Best-of-N
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superseded — cited as a baseline and beaten by newer methods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 Best-of-N as a baseline.
“both require N independent forward passes and ignore the model's internal dynamics”
— Latent Phase-Shift Rollback: Inference-Time Error Correction via Residual Stream Monitoring and KV-Cache Steering
Newer alternatives
Recent methods in the same sub-problem, not yet superseded in the knowledge base.