Method Drift›LLM reasoning / chain-of-thought
Superseded baseline#371 of 772 most-superseded
Integration (post-hoc merging)
LLM reasoning / chain-of-thought
superseded — cited as a baseline and beaten by newer methods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 Integration (post-hoc merging) as a baseline.
“they waste computation on discarded candidates”
— Distilling Long-CoT Reasoning through Collaborative Step-wise Multi-Teacher Decoding
Newer alternatives
Recent methods in the same sub-problem, not yet superseded in the knowledge base.
- May 19, 2026
- May 4, 2026