Tabular Anomaly Detection on Thyroid
0.991AUC-ROCIForest
Evaluation Results
| Method | Links | |
|---|---|---|
| IForest2026.02 | 0.991 | |
| DTE2026.02 | 0.988 | |
| PCA2026.02 | 0.986 | |
| ICL2026.02 | 0.983 | |
| ECOD2026.02 | 0.976 | |
| AnoLLM-135Mbackbone=SmolLM-135M2026.02 | 0.976 | |
| CausalTAD-135Mbackbone=SmolLM-135M2026.02 | 0.976 | |
| KNN2026.02 | 0.973 | |
| RCA2026.02 | 0.971 | |
| RTTAD2026.05 | 0.963 | |
| DeepSVDD2026.02 | 0.944 | |
| REPEN2026.02 | 0.936 | |
| EPHAD2026.05 | 0.9298 | |
| Iforest2026.05 | 0.9196 | |
| SLAD2026.02 | 0.918 | |
| DIF2026.05 | 0.8838 | |
| NeuTral2026.02 | 0.869 | |
| SLAD2026.05 | 0.8444 | |
| ECOD2026.05 | 0.8092 | |
| MCM2026.05 | 0.7696 | |
| GOAD2026.02 | 0.748 | |
| NeuTraLAD2026.05 | 0.7277 | |
| TTAD2026.05 | 0.7257 | |
| GOAD2026.05 | 0.6534 | |
| LUNAR2026.05 | 0.65 | |
| OCSVM2026.05 | 0.6239 | |
| ICL2026.05 | 0.6166 | |
| LOF2026.05 | 0.5951 | |
| DeepSVDD2026.05 | 0.5618 | |
| DRL2026.05 | 0.5262 |