ResearchBenchmarksTraining and Inference Time on BGL (Log Anomaly Detection)Follow1,587Training Time (s)Ladle290.569,041.5317,792.526,543.47Jul 26, 2025Evaluation ResultsMethodMethodLinksTraining Time (s)Inference Time (ms)Ladletraining samples=20Ktraining samples=20K2025.071,58781.5LLM-ADtraining samples=20Ktraining samples=20K2025.0712,240216DeepLogtraining samples=20Ktraining samples=20K2025.0715,2280.23LogRobusttraining samples=20Ktraining samples=20K2025.0715,7323.22LogAnomalytraining samples=20Ktraining samples=20K2025.0719,1523.3FastLogADtraining samples=20Ktraining samples=20K2025.0733,99853.9