Method Drift›LLM reasoning / chain-of-thought
Superseded baseline#457 of 772 most-superseded
Mixture-of-Agents and LLM-Blender (runtime ensembles)
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superseded — cited as a baseline and beaten by newer methods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 Mixture-of-Agents and LLM-Blender (runtime ensembles) as a baseline.
“While effective, they inevitably introduce significant inference overhead and high Time to First Token (TTFT), prohibiting deployment in resource-constrained environments.”
— "The Whole Is Greater Than the Sum of Its Parts": A Compatibility-Aware Multi-Teacher CoT Distillation Framework
Newer alternatives
Recent methods in the same sub-problem, not yet superseded in the knowledge base.
- Oct 15, 2025