Anomaly Detection on HTTP Tabular
0.9814AUROCICAD-LLM
Evaluation results
| Method | Links | |
|---|---|---|
| ICAD-LLMAD Method Category=Task-Specific, Backbone=Qwen2.5-0.5B, Reference Set Size (K)=52025.12 | 0.9814 | |
| MCMAD Method Category=Task-Specific2025.12 | 0.9777 | |
| GOADAD Method Category=Task-Specific2025.12 | 0.9678 | |
| NeuTraL ADAD Method Category=Universal2025.12 | 0.9418 | |
| DAGMMAD Method Category=Task-Specific2025.12 | 0.9247 | |
| ICAD-LLMAD Method Category=Universal, Backbone=Qwen2.5-0.5B, Reference Set Size (K)=52025.12 | 0.9171 | |
| UniADAD Method Category=Universal2025.12 | 0.8861 | |
| ACRAD Method Category=Universal2025.12 | 0.8675 | |
| IForestAD Method Category=Task-Specific2025.12 | 0.867 |