Tabular Anomaly Detection on Satimage-2
1AUC-ROCAnoLLM-135M
Evaluation results
| Method | Links | |
|---|---|---|
| AnoLLM-135Mbackbone=SmolLM-135M2026.02 | 1 | |
| CausalTAD-135Mbackbone=SmolLM-135M2026.02 | 1 | |
| SLAD2026.02 | 0.999 | |
| MCM2026.05 | 0.9986 | |
| RTTAD2026.05 | 0.9985 | |
| RCA2026.02 | 0.998 | |
| DIF2026.05 | 0.9973 | |
| SLAD2026.05 | 0.9972 | |
| KNN2026.02 | 0.997 | |
| REPEN2026.02 | 0.997 | |
| NeuTraLAD2026.05 | 0.996 | |
| ICL2026.05 | 0.9958 | |
| ICL2026.02 | 0.995 | |
| TTAD2026.05 | 0.9936 | |
| GOAD2026.02 | 0.993 | |
| DTE2026.02 | 0.993 | |
| IForest2026.02 | 0.991 | |
| PCA2026.02 | 0.982 | |
| ECOD2026.02 | 0.971 | |
| EPHAD2026.05 | 0.9692 | |
| GOAD2026.05 | 0.964 | |
| NeuTral2026.02 | 0.96 | |
| DeepSVDD2026.02 | 0.957 | |
| ECOD2026.05 | 0.9124 | |
| DeepSVDD2026.05 | 0.8799 | |
| DRL2026.05 | 0.7863 | |
| LOF2026.05 | 0.6866 | |
| Iforest2026.05 | 0.6724 | |
| LUNAR2026.05 | 0.5893 | |
| OCSVM2026.05 | 0.5 |