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Benchmarks
Root cause localization on Wi-Fi Multimodal Fault Dataset (test)
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74.8
RC@1
PropLLM
45.056
52.778
60.5
68.222
May 30, 2026
RC@1
RC@3
Updated 1d ago
Evaluation Results
Method
Method
Links
RC@1
RC@3
PropLLM
Backbone=Qwen3-8B
2026.05
74.8
89.6
BiAn
Backbone=Qwen3-8B
2026.05
70.1
85.4
AERCA
2026.05
65.1
81
BARO
2026.05
62.8
79.5
RUN
2026.05
60.2
77.4
LLM-CoT
Backbone=Qwen3-8B
2026.05
58.9
76.3
CORAL
2026.05
57.3
74.8
Chain-of-Event
2026.05
56.5
73.8
MULAN
2026.05
53
71.5
LLM-RAG
Backbone=Qwen3-8B
2026.05
50.5
69
GDN
2026.05
46.2
64.7
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