Fault detection on network telemetry dataset 4
96.44AccuracyAgents with XG Boosting
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Agents with XG BoostingCore Model Architecture=XG Boosting2026.03 | 96.44 | 93.97 | 99.29 | 96.56 | |
| Agents and Critics enabled with Llama3.2 (with RAG)Core Model Architecture=Llama3.2, RAG (Retrieval Augmented Generation)=with RAG2026.03 | 58.82 | 80 | 61.54 | 69.57 | |
| Agents and Critics enabled with Llama3.2 (without RAG)Core Model Architecture=Llama3.2, RAG (Retrieval Augmented Generation)=without RAG2026.03 | 46.12 | 40.27 | 66.48 | 50.16 |