Anomaly Detection on Real-world RANs
86PrecisionQoEReasoner
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| QoEReasonerParadigm=Agent, Backbone=DeepSeek-V3.22026.06 | 86 | 86.86 | 14.72 | 85 | |
| QoEReasonerParadigm=Agent, Backbone=GPT-5.22026.06 | 86 | 86.86 | 14.72 | 85 | |
| QoEReasonerParadigm=Agent, Backbone=Qwen3-14B2026.06 | 85.67 | 86.86 | 15.34 | 84.79 | |
| RuleParadigm=Heuristic2026.06 | 68.33 | 64.96 | 28.83 | 65.2 | |
| RCA-AgentParadigm=Agent, Backbone=GPT-5.22026.06 | 51.46 | 64.23 | 50.92 | 57.14 | |
| RCA-AgentParadigm=Agent, Backbone=Qwen3-14B2026.06 | 50 | 56.93 | 47.85 | 53.24 | |
| RCA-AgentParadigm=Agent, Backbone=DeepSeek-V3.22026.06 | 45.67 | 100 | 100 | 62.7 | |
| GPT-5.2Paradigm=LLM2026.06 | 36.43 | 66.23 | 37.55 | 47 | |
| Qwen3-14BParadigm=LLM2026.06 | 26.37 | 98.63 | 90.95 | 41.62 | |
| DeepSeek-V3.2Paradigm=LLM2026.06 | 24.52 | 100 | 100 | 39.39 |