ResearchBenchmarksRecursive circuit gate count analysis on BERT baseRecursive circuit gate count analysis on BERT baseFollow589,824NovaNova560,332.8575,078.4589,824604,569.6May 21, 2026Evaluation resultsMethodMethodLinksNovaHyperNovaCollapseHyperNova RatioNova RatioNovanmax=768nmax=7682026.05589,824————Collapsenmax=768nmax=7682026.05——55,2962.310.7HyperNovanmax=768nmax=7682026.05—127,345———