Anomaly Detection on Fraud Tabular
0.9323AUROCMCM
Evaluation Results
| Method | Links | |
|---|---|---|
| MCMAD Method Category=Task-Specific2025.12 | 0.9323 | |
| ICAD-LLMAD Method Category=Task-Specific, Backbone=Qwen2.5-0.5B, Reference Set Size (K)=52025.12 | 0.9264 | |
| ICAD-LLMAD Method Category=Universal, Backbone=Qwen2.5-0.5B, Reference Set Size (K)=52025.12 | 0.8526 | |
| DAGMMAD Method Category=Task-Specific2025.12 | 0.8147 | |
| GOADAD Method Category=Task-Specific2025.12 | 0.7809 | |
| UniADAD Method Category=Universal2025.12 | 0.7438 | |
| IForestAD Method Category=Task-Specific2025.12 | 0.7363 | |
| NeuTraL ADAD Method Category=Universal2025.12 | 0.6707 | |
| ACRAD Method Category=Universal2025.12 | 0.6575 |