Anomaly Detection on Ionosphere (AUC-ROC)
99.86AUC-ROCLLM-DAS
Evaluation results
| Method | Links | |
|---|---|---|
| LLM-DASMethod Variant=PCA2025.10 | 99.86 | |
| DRL2025.10 | 98.4 | |
| LLM-DASMethod Variant=DRL2025.10 | 97.79 | |
| NPT-AD2025.10 | 97.35 | |
| MCM2025.10 | 97.26 | |
| ICL2025.10 | 97.1 | |
| IForest2025.10 | 96.83 | |
| ECOD2025.10 | 95.69 | |
| DTE2025.10 | 95.42 | |
| LOF2025.10 | 94.54 | |
| AnoLLMModel Size=360M2025.10 | 92.4 | |
| KNN2025.10 | 91.67 | |
| AnoLLMModel Size=135M2025.10 | 90.9 | |
| OCSVM2025.10 | 87.65 | |
| PCA2025.10 | 87.65 | |
| DeepSVDD2025.10 | 85.52 | |
| AutoEncoder2025.10 | 62.31 |