ResearchBenchmarksTime Series Anomaly Detection on TSB-AD-M 173-series evaluation set (OPPORTUNITY excluded)Follow49VUS-PRVACE39.6442.0744.546.93May 22, 2026Evaluation ResultsMethodMethodLinksVUS-PRVUS-ROCAUC-ROCAUC-PRF1 ScoreRange-F1VACE2026.05498077444846TSPulseVariant=Fine-Tuned (FT)Variant=Fine-Tuned (FT)2026.05447672384342TSPulseVariant=Zero-Shot (ZS)Variant=Zero-Shot (ZS)2026.05407267354042