Anomaly Detection on Optdigits (AUC-ROC)
0.9972AUC-ROCDRL
Evaluation Results
| Method | Links | |
|---|---|---|
| DRL2025.10 | 0.9972 | |
| MCM2025.10 | 0.9947 | |
| LLM-DASMethod Variant=DRL2025.10 | 0.9902 | |
| KNN2025.10 | 0.9862 | |
| AnoLLMModel Size=135M2025.10 | 0.983 | |
| LOF2025.10 | 0.9665 | |
| LLM-DASMethod Variant=PCA2025.10 | 0.9487 | |
| AnoLLMModel Size=360M2025.10 | 0.939 | |
| NPT-AD2025.10 | 0.9317 | |
| IForest2025.10 | 0.8239 | |
| DTE2025.10 | 0.8238 | |
| ICL2025.10 | 0.787 | |
| DeepSVDD2025.10 | 0.7603 | |
| AutoEncoder2025.10 | 0.6694 | |
| OCSVM2025.10 | 0.6338 | |
| ECOD2025.10 | 0.6145 | |
| PCA2025.10 | 0.5817 |