Root cause localization on Wi-Fi Multimodal Fault Dataset (test)
74.8RC@1PropLLM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PropLLMBackbone=Qwen3-8B2026.05 | 74.8 | 89.6 | |
| BiAnBackbone=Qwen3-8B2026.05 | 70.1 | 85.4 | |
| AERCA2026.05 | 65.1 | 81 | |
| BARO2026.05 | 62.8 | 79.5 | |
| RUN2026.05 | 60.2 | 77.4 | |
| LLM-CoTBackbone=Qwen3-8B2026.05 | 58.9 | 76.3 | |
| CORAL2026.05 | 57.3 | 74.8 | |
| Chain-of-Event2026.05 | 56.5 | 73.8 | |
| MULAN2026.05 | 53 | 71.5 | |
| LLM-RAGBackbone=Qwen3-8B2026.05 | 50.5 | 69 | |
| GDN2026.05 | 46.2 | 64.7 |