Tabular Anomaly Detection on Yeast
0.6AUC-ROCGOAD
Evaluation Results
| Method | Links | |
|---|---|---|
| GOAD2026.02 | 0.6 | |
| GOAD2026.02 | 0.585 | |
| NeuTral2026.02 | 0.552 | |
| CTADBase Detector=DRL2026.02 | 0.552 | |
| NeuTraLAD2026.02 | 0.5488 | |
| CausalTAD-135Mbackbone=SmolLM-135M2026.02 | 0.543 | |
| DRL2026.02 | 0.5134 | |
| ICL2026.02 | 0.5076 | |
| SLAD2026.02 | 0.503 | |
| CTADBase Detector=MCM2026.02 | 0.4959 | |
| CTADBase Detector=KNN2026.02 | 0.4919 | |
| DeepSVDD2026.02 | 0.479 | |
| DeepSVDD2026.02 | 0.474 | |
| ICL2026.02 | 0.468 | |
| DTE2026.02 | 0.464 | |
| AnoLLM-135Mbackbone=SmolLM-135M2026.02 | 0.458 | |
| RCA2026.02 | 0.455 | |
| AutoEncoder2026.02 | 0.4503 | |
| OCSVM2026.02 | 0.4483 | |
| ECOD2026.02 | 0.4464 | |
| ECOD2026.02 | 0.446 | |
| DTE2026.02 | 0.4458 | |
| KNN2026.02 | 0.445 | |
| REPEN2026.02 | 0.439 | |
| KNN2026.02 | 0.4366 | |
| PCA2026.02 | 0.4324 | |
| IForest2026.02 | 0.428 | |
| MCM2026.02 | 0.4259 | |
| PCA2026.02 | 0.417 | |
| IForest2026.02 | 0.4095 |