Anomaly Detection on Musk (AUC-ROC)
100AUC-ROCLOF
Evaluation results
| Method | Links | |
|---|---|---|
| LOF2025.10 | 100 | |
| PCA2025.10 | 100 | |
| DeepSVDD2025.10 | 100 | |
| AutoEncoder2025.10 | 100 | |
| ICL2025.10 | 100 | |
| DTE2025.10 | 100 | |
| NPT-AD2025.10 | 100 | |
| DRL2025.10 | 100 | |
| AnoLLMModel Size=135M2025.10 | 100 | |
| AnoLLMModel Size=360M2025.10 | 100 | |
| LLM-DASMethod Variant=DRL2025.10 | 100 | |
| ECOD2025.10 | 99.87 | |
| KNN2025.10 | 99.17 | |
| MCM2025.10 | 97.52 | |
| IForest2025.10 | 95.21 | |
| LLM-DASMethod Variant=PCA2025.10 | 58.17 | |
| OCSVM2025.10 | 50 |