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papers/tables/mab-ceiling.tex
zooqueenandHanzo Dev c9d9ad5d3f Paper 1: the search over several plan sets, N-best against selection, and why 262K stops at 67
The MemoryAgentBench section now reports the exhaustive typed search over
the lexicon's and Qwen3.8's plan sets (test multi-hop 89 / 89 / 67,
single-hop 98 / 98 / 97, pooled 98.3 / 84.5, no reader), a table of plan
recall@N against execution success@N, and the ceiling analysis: 33
questions at 262K need an older version of a key a later, unasked-for edit
overwrites, six store-readable signals separate nothing, latest-wins caps
at 67 and the search is on that line. Pith is compared lane by lane with
no best-published claim.

Co-authored-by: Hanzo Dev <[email protected]>
2026-09-10 13:23:49 -07:00

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% generated by hanzoai/cloud bench/brain/tables.mjs — FC-MH per haystack, out of 100; a gold path is the shortest path from the plan's base entity to an object matching the gold; a contested key is one two questions need in different versions
\begin{tabular}{lrrrr}
\toprule
& 6k & 32k & 64k & 262k \\
\midrule
multi-hop questions with a gold path in the parsed store & 96 & 98 & 94 & 98 \\
whose gold needs an older version of an updated key & 3 & 13 & 8 & 33 \\
keys contested between questions & 4 & 6 & 2 & 5 \\
ceiling, one version per key chosen by an oracle & 97 & 94 & 98 & 94 \\
ceiling, latest version wins & 97 & 87 & 92 & 67 \\
the search, selected-of-N & 93 & 89 & 89 & 67 \\
\bottomrule
\end{tabular}