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Log Anomaly Detection Datasets Summary (test)
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99.987
Mean F1 Score
CoLog
45.16444
59.39722
73.63
87.86278
Dec 29, 2025
Mean F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Mean F1 Score
CoLog
Learning paradigm=Supe...
2025.12
99.987
pylogsentiment
Learning paradigm=Supe...
2025.12
99.135
Transformer
Learning paradigm=Unsu...
2025.12
97.845
Convolutional Neural Network
Learning paradigm=Supe...
2025.12
97.812
Attentional BiLSTM
Learning paradigm=Supe...
2025.12
97.661
LSTM
Learning paradigm=Unsu...
2025.12
96.765
Decision Tree
Learning paradigm=Supe...
2025.12
77.737
Logistic Regression
Learning paradigm=Supe...
2025.12
67.123
Support Vector Machines
Learning paradigm=Supe...
2025.12
66.323
Isolation Forest
Learning paradigm=Unsu...
2025.12
49.372
Principal Component Analysis
Learning paradigm=Unsu...
2025.12
47.273
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