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Papers Benchmarks Datasets Tasks

BGL dataset and benchmarks · SOTA2 Research

Research Datasets

BGL

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Log anomaly detection

BGL

97.67F1 Score

48

Anomaly Detection

BGL Log

0.953AUROC

22

Log Anomaly Detection

BGL (test)

99.9AUROC

7

Log Anomaly Detection

BGL

1,587Training Time (s)

6

BGL Loghub 2.0

99Global Accuracy

6

Incident Resolution

BGL

93.4TSR (%)

5

Instance-level anomaly localization

BGL

0.379Loc@3

3

Log Summarization

BGL

0.445ROUGE-1

3

Popular tasks

Log Anomaly Detection Anomaly Detection Incident Resolution Log Parsing Log Summarization

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