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Benchmarks
Log Anomaly Detection on Thunderbird (Timing Metrics)
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1,633
Training Time (s)
Ladle
-6,813.76
50,201.87
107,217.5
164,233.13
Jul 26, 2025
Training Time (s)
Inference Time (ms)
Updated 22d ago
Evaluation Results
Method
Method
Links
Training Time (s)
Inference Time (ms)
Ladle
training samples=20K
2025.07
1,633
83.8
DeepLog
training samples=20K
2025.07
13,212
3.2
LLM-AD
training samples=20K
2025.07
18,360
182
LogRobust
training samples=20K
2025.07
19,368
7.12
LogAnomaly
training samples=20K
2025.07
21,816
8.92
FastLogAD
training samples=20K
2025.07
212,802
16,229
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