ResearchBenchmarksLog Anomaly Detection on Thunderbird (Timing Metrics)Follow1,633Training Time (s)Ladle-6,813.7650,201.87107,217.5164,233.13Jul 26, 2025Evaluation ResultsMethodMethodLinksTraining Time (s)Inference Time (ms)Ladletraining samples=20Ktraining samples=20K2025.071,63383.8DeepLogtraining samples=20Ktraining samples=20K2025.0713,2123.2LLM-ADtraining samples=20Ktraining samples=20K2025.0718,360182LogRobusttraining samples=20Ktraining samples=20K2025.0719,3687.12LogAnomalytraining samples=20Ktraining samples=20K2025.0721,8168.92FastLogADtraining samples=20Ktraining samples=20K2025.07212,80216,229