ResearchBenchmarksNear-Perfect Permutation (Near-PP) Search on Latin Squares n ≡ 1 mod 3Near-Perfect Permutation (Near-PP) Search on Latin Squares n ≡ 1 mod 3Follow16Optimal Imbalance (I*)Agentic neurosymbolic collaboration framework-124.8825.61,7762,726.4Mar 9, 2026Evaluation resultsMethodMethodLinksOptimal Imbalance (I*)Time (s)Agentic neurosymbolic collaboration frameworkn=4n=42026.03161Agentic neurosymbolic collaboration frameworkn=10n=102026.03401Agentic neurosymbolic collaboration frameworkn=7n=72026.03561Agentic neurosymbolic collaboration frameworkn=19n=192026.031521Agentic neurosymbolic collaboration frameworkn=13n=132026.032081Agentic neurosymbolic collaboration frameworkn=16n=162026.033201Agentic neurosymbolic collaboration frameworkn=28n=282026.033362Agentic neurosymbolic collaboration frameworkn=37n=372026.035925Agentic neurosymbolic collaboration frameworkn=22n=222026.036162Agentic neurosymbolic collaboration frameworkn=25n=252026.038002Agentic neurosymbolic collaboration frameworkn=46n=462026.0392031Agentic neurosymbolic collaboration frameworkn=31n=312026.031,2404Agentic neurosymbolic collaboration frameworkn=34n=342026.031,4965Agentic neurosymbolic collaboration frameworkn=40n=402026.032,08074Agentic neurosymbolic collaboration frameworkn=43n=432026.032,408139Agentic neurosymbolic collaboration frameworkn=49n=492026.033,13654Agentic neurosymbolic collaboration frameworkn=52n=522026.033,53632