ResearchBenchmarksTime Series Anomaly DetectionTime Series Anomaly DetectionFollow1.52Training Time (s/subset)TranAD1.093.99256.8959.7975Jan 10, 2025Evaluation resultsMethodMethodLinksTraining Time (s/subset)Inference Time (s/subset)LLM Latency (s/request)TranAD2025.011.521.31—OmniAn2025.012.320.14—MSCRED2025.013.040.17—DCdetector2025.013.791.21—AnomalyTr2025.019.461.71—CoLLaTe2025.0112.270.241.27GPT42025.01——1.27LLMAD2025.01——1.42sigLLM2025.01——2.31