ResearchBenchmarksSemantic Similarity Analysis on Gemma-2 9B within-prompt completionsSemantic Similarity Analysis on Gemma-2 9B within-prompt completionsFollow0.312Cosine Distancenatural_variance0.308320.333160.3580.38284May 6, 2026Evaluation resultsMethodMethodLinksCosine DistanceDelta to Zero Errornatural_variancebaseline=irreducible b...baseline=irreducible baseline2026.050.312—SLAMk=10k=102026.050.3590.047Unigram2026.050.3660.054SynthID2026.050.3710.06EWD2026.050.3750.064KGW2026.050.3770.065Adaptive2026.050.4020.09SAEMark2026.050.4040.093