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Anomaly Detection on Real-world

1.1Average Time Cost (s)JumpStarter
-0.0967.97716.0524.123Jun 1, 2026

Evaluation results

MethodLinks
JumpStarter2026.061.1
USAD2026.061.4
LLMTIME2026.061.4
OmniAnomaly2026.062.1
ICS-AD2026.062.5
GTA2026.063.4
VAE-LSTM2026.064.6
MTAD-GAT2026.065.2
IstGPT2026.066.3
MSCRED2026.0610.1
GeCos2026.0611
Sigllm2026.0618.3
GDN2026.0631