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Log Anomaly Detection on 16 Log Sources (cross-domain)
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94.2
Mean F1 Score
Meta-Learning
48.44
60.32
72.2
84.08
Jan 20, 2026
Mean F1 Score
Standard Deviation
Updated 1mo ago
Evaluation Results
Method
Method
Links
Mean F1 Score
Standard Deviation
Meta-Learning
2026.01
94.2
6
XGBoost
2026.01
83.8
13
CNN-Attention
2026.01
67
30.1
Stacked AE
2026.01
55.2
23.1
FLNN
2026.01
52.3
22.8
DeBERTa-v3
2026.01
52.2
15.5
TabNet
2026.01
52.1
21.6
LogBERT
2026.01
51.1
12.1
VAE
2026.01
50.9
20.3
DAPT BERT
2026.01
50.2
15.4
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