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Object Anomaly Detection on HDFS
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98.9
Accuracy
GraphLogDebugger
10.396
33.373
56.35
79.327
Dec 28, 2025
Accuracy
Precision
Recall
F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Precision
Recall
F1 Score
GraphLogDebugger
GFLOPs=5.57, Throughpu...
2025.12
98.9
100
98.7
99.3
MLP
GFLOPs=1.4, Throughput...
2025.12
79.9
80.1
98.9
88.5
RAG
Backbone=Llama3-70b, k...
2025.12
17.3
0
0
0
RAG
Backbone=Llama3-70b, k...
2025.12
16.5
0
0
0
RAG
Backbone=GPT-oss-20b,...
2025.12
13.8
0
0
0
RAG
Backbone=GPT-oss-20b,...
2025.12
13.8
0
0
0
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