Long-context / context-window extension
LongAgent
LongAgent: Scaling Language Models to 128k Context through Multi-Agent Collaboration
Superseded baseline#43 of 53 most-superseded · first seen Feb 18, 2024
Superseded — cited as a baseline and beaten by newer methods
0 papers critique it · 1 beat it on benchmarks
Beaten on benchmarks
Head-to-head results where a newer method reports beating LongAgent. Values are copied from the source paper's tables — verify against the cited paper.
XpandA beats LongAgent
20.6 vs 5.1
suc · [MRCR 8 Needles]
Long Context Scaling: Divide and Conquer via Multi-Agent Question-driven Collaboration
What to use instead
Recent methods in the same sub-problem, not yet superseded in the knowledge base — arXiv benchmark leaders, not vetted production recommendations.