Anomaly Detection on Campaign Tabular
87.44AUROCICAD-LLM
Evaluation results
| Method | Links | |
|---|---|---|
| ICAD-LLMAD Method Category=Task-Specific, Backbone=Qwen2.5-0.5B, Reference Set Size (K)=52025.12 | 87.44 | |
| MCMAD Method Category=Task-Specific2025.12 | 87.32 | |
| ICAD-LLMAD Method Category=Universal, Backbone=Qwen2.5-0.5B, Reference Set Size (K)=52025.12 | 85.31 | |
| GOADAD Method Category=Task-Specific2025.12 | 83.28 | |
| DAGMMAD Method Category=Task-Specific2025.12 | 75.6 | |
| IForestAD Method Category=Task-Specific2025.12 | 69.77 | |
| NeuTraL ADAD Method Category=Universal2025.12 | 56.94 | |
| ACRAD Method Category=Universal2025.12 | 53.05 | |
| UniADAD Method Category=Universal2025.12 | 50.8 |