ResearchBenchmarksClassification on FraudMixedClassification on FraudMixedFollow0.5868AUCS-EMA-FS0.5837840.5845670.585350.586133Jun 24, 2026Evaluation resultsMethodMethodLinksAUCDelta AUCS-EMA-FSr=0.5, β=1.0, Time (s)...r=0.5, β=1.0, Time (s)=27.96, Speedup=1.58×, Beat baseline=true2026.060.58680.001BaselineTime (s)=44.19, Speedu...Time (s)=44.19, Speedup=1.00×2026.060.5863—S-EMA-FSr=0.7, β=1.0, Time (s)...r=0.7, β=1.0, Time (s)=36.03, Speedup=1.23×2026.060.58530.001Randomf=0.3, Time (s)=22.15,...f=0.3, Time (s)=22.15, Speedup=1.99×2026.060.58390.002