ResearchBenchmarksAnomaly Detection on SineFollow0.927Avg PAUCiForest++0.487080.601290.71550.82971Feb 13, 2026Evaluation ResultsMethodMethodLinksAvg PAUCiForest++2026.020.927LOF++2026.020.921VAE++ESDD2026.020.903Memstream2026.020.891StrAEm++DD2026.020.886CPOCEDS2026.020.836VAE++ES2026.020.8ARCUS2026.020.735Baseline2026.020.514METER2026.020.504SEAD2026.020.504