ResearchBenchmarksAnomaly Detection on Real-worldFollow1.1Average Time Cost (s)JumpStarter-0.0967.97716.0524.123Jun 1, 2026Evaluation ResultsMethodMethodLinksAverage Time Cost (s)JumpStarter2026.061.1USAD2026.061.4LLMTIME2026.061.4OmniAnomaly2026.062.1ICS-AD2026.062.5GTA2026.063.4VAE-LSTM2026.064.6MTAD-GAT2026.065.2IstGPT2026.066.3MSCRED2026.0610.1GeCos2026.0611Sigllm2026.0618.3GDN2026.0631