Anomaly Detection on musk
100AUPRCLOF
Evaluation results
| Method | Links | |
|---|---|---|
| LOF2026.03 | 100 | |
| KNN2026.03 | 100 | |
| AE2026.03 | 100 | |
| OFA-TAD2026.03 | 100 | |
| 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 Scale=35M2025.10 | 100 | |
| AnoLLMModel Scale=360M2025.10 | 100 | |
| LLM-DASVariant=DRL2025.10 | 100 | |
| DRL2026.03 | 99.86 | |
| LLM-DASVariant=PCA2025.10 | 99.69 | |
| MCM2026.03 | 99.17 | |
| KNN2025.10 | 99.17 | |
| ECOD2025.10 | 98.2 | |
| LUNAR2026.03 | 92.79 | |
| DSVDD2026.03 | 89.27 | |
| DisentAD2026.03 | 78.08 | |
| iForest2026.03 | 77.2 | |
| MCM2025.10 | 63.9 | |
| IForest2025.10 | 52.79 | |
| OCSVM2025.10 | 6.14 |