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Log Anomaly Detection on HDFS (test)

99.6AUROC

K4

Updated 22d ago

Evaluation Results

Method	Links
K4 2025.07		99.6	99.5	0.8	98.9	98.9	99
DeepLog 2025.07		69.7	50.6	56.8	9.3	4.9	96.3
LogAnomaly 2025.07		61.5	46	100	34.7	66.4	23.5
FastLogAD 2025.07		51.2	3.1	94.7	5.9	3.1	77.1
LogRobust 2025.07		50.1	61.2	99.7	36.7	22.5	99.9
LLM-AD 2025.07		50	86.8	100	92.9	86.8	100
Ladle 2025.07		44	83.7	99.2	14.6	16.7	42.8