Tabular Anomaly Detection on Vowels
0.8942AUC-ROCCTAD
Evaluation results
| Method | Links | |
|---|---|---|
| CTADBase Detector=DRL2026.02 | 0.8942 | |
| CTADBase Detector=KNN2026.02 | 0.8714 | |
| DRL2026.02 | 0.8654 | |
| DTE2026.02 | 0.836 | |
| CTADBase Detector=MCM2026.02 | 0.834 | |
| KNN2026.02 | 0.826 | |
| KNN2026.02 | 0.8174 | |
| DTE2026.02 | 0.8142 | |
| SLAD2026.02 | 0.798 | |
| AutoEncoder2026.02 | 0.7905 | |
| RCA2026.02 | 0.785 | |
| ICL2026.02 | 0.765 | |
| OCSVM2026.02 | 0.7557 | |
| CausalTAD-135Mbackbone=SmolLM-135M2026.02 | 0.731 | |
| GOAD2026.02 | 0.728 | |
| GOAD2026.02 | 0.7247 | |
| NeuTraLAD2026.02 | 0.7239 | |
| ICL2026.02 | 0.702 | |
| AnoLLM-135Mbackbone=SmolLM-135M2026.02 | 0.67 | |
| MCM2026.02 | 0.6529 | |
| NeuTral2026.02 | 0.645 | |
| REPEN2026.02 | 0.617 | |
| ECOD2026.02 | 0.615 | |
| ECOD2026.02 | 0.6147 | |
| IForest2026.02 | 0.595 | |
| IForest2026.02 | 0.5902 | |
| DeepSVDD2026.02 | 0.5734 | |
| DeepSVDD2026.02 | 0.562 | |
| PCA2026.02 | 0.528 | |
| PCA2026.02 | 0.5229 |