Tabular Anomaly Detection on Annthyroid
0.965AUC-ROCDTE
Evaluation results
| Method | Links | |
|---|---|---|
| DTE2026.02 | 0.965 | |
| DRL2026.02 | 0.9203 | |
| CTADBase Detector=DRL2026.02 | 0.9203 | |
| IForest2026.02 | 0.917 | |
| IForest2026.02 | 0.9112 | |
| DTE2026.02 | 0.909 | |
| CausalTAD-135Mbackbone=SmolLM-135M2026.02 | 0.893 | |
| CTADBase Detector=MCM2026.02 | 0.8916 | |
| PCA2026.02 | 0.8519 | |
| PCA2026.02 | 0.851 | |
| NeuTraLAD2026.02 | 0.8196 | |
| NeuTral2026.02 | 0.812 | |
| ICL2026.02 | 0.809 | |
| ECOD2026.02 | 0.7845 | |
| KNN2026.02 | 0.784 | |
| ECOD2026.02 | 0.784 | |
| SLAD2026.02 | 0.753 | |
| REPEN2026.02 | 0.742 | |
| AutoEncoder2026.02 | 0.7295 | |
| CTADBase Detector=KNN2026.02 | 0.7153 | |
| RCA2026.02 | 0.704 | |
| ICL2026.02 | 0.6997 | |
| KNN2026.02 | 0.6903 | |
| MCM2026.02 | 0.6894 | |
| DeepSVDD2026.02 | 0.688 | |
| AnoLLM-135Mbackbone=SmolLM-135M2026.02 | 0.627 | |
| GOAD2026.02 | 0.6008 | |
| GOAD2026.02 | 0.596 | |
| DeepSVDD2026.02 | 0.5678 | |
| OCSVM2026.02 | 0.5551 |