Anomaly Detection on Thyroid (AUC-ROC)
99.33AUC-ROCDRL
Evaluation results
| Method | Links | |
|---|---|---|
| DRL2026.02 | 99.33 | |
| CTADBase Detector=DRL2026.02 | 99.33 | |
| DRL2025.10 | 99.11 | |
| DeepSVDD2026.02 | 98.87 | |
| DeepSVDD2025.10 | 98.87 | |
| LLM-DASMethod Variant=DRL2025.10 | 98.73 | |
| DTE2026.02 | 98.63 | |
| DTE2025.10 | 98.63 | |
| LOF2025.10 | 98.56 | |
| OCSVM2026.02 | 98.55 | |
| PCA2026.02 | 98.55 | |
| OCSVM2025.10 | 98.55 | |
| PCA2025.10 | 98.55 | |
| AnoLLMModel Size=360M2025.10 | 98.3 | |
| MCM2026.02 | 98.04 | |
| MCM2025.10 | 98.04 | |
| NPT-AD2025.10 | 97.87 | |
| AutoEncoder2026.02 | 97.8 | |
| AutoEncoder2025.10 | 97.8 | |
| CTADBase Detector=MCM2026.02 | 97.78 | |
| AnoLLMModel Size=135M2025.10 | 97.5 | |
| NeuTraLAD2026.02 | 97.01 | |
| CTADBase Detector=KNN2026.02 | 96.08 | |
| KNN2026.02 | 95.25 | |
| KNN2025.10 | 95.25 | |
| ICL2026.02 | 95.18 | |
| ICL2025.10 | 95.18 | |
| IForest2026.02 | 92.71 | |
| IForest2025.10 | 92.71 | |
| ECOD2026.02 | 88.27 | |
| ECOD2025.10 | 88.27 | |
| GOAD2026.02 | 85.23 | |
| LLM-DASMethod Variant=PCA2025.10 | 19.17 |