Tabular Anomaly Detection on Glass
0.8074AUC-ROCTTAD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TTAD2026.05 | 0.8074 | — | |
| GOAD2026.02 | 0.729 | — | |
| LUNAR2026.05 | 0.7287 | — | |
| ICL2026.02 | 0.725 | — | |
| RTTAD2026.05 | 0.7021 | — | |
| CausalTAD-135Mbackbone=SmolLM-135M2026.02 | 0.671 | — | |
| DeepSVDD2026.05 | 0.6466 | — | |
| AnoLLM-135Mbackbone=SmolLM-135M2026.02 | 0.63 | — | |
| NeuTraLAD2026.05 | 0.6194 | — | |
| MCM2026.05 | 0.619 | — | |
| ICL2026.05 | 0.6147 | — | |
| DRL2026.05 | 0.6076 | — | |
| DeepSVDD2026.02 | 0.607 | — | |
| SLAD2026.05 | 0.6017 | — | |
| NeuTral2026.02 | 0.598 | — | |
| SLAD2026.02 | 0.596 | — | |
| EPHAD2026.05 | 0.5525 | — | |
| LOF2026.05 | 0.5437 | — | |
| GOAD2026.05 | 0.539 | — | |
| OCSVM2026.05 | 0.5384 | — | |
| ECOD2026.05 | 0.5236 | — | |
| ECOD2026.02 | 0.483 | — | |
| PCA2026.02 | 0.478 | — | |
| RCA2026.02 | 0.476 | — | |
| REPEN2026.02 | 0.464 | — | |
| IForest2026.02 | 0.453 | — | |
| KNN2026.02 | 0.453 | — | |
| DTE2026.02 | 0.447 | — | |
| Iforest2026.05 | 0.4249 | — | |
| DIF2026.05 | 0.4031 | — | |
| DeepSVDDlibrary=PyOD2026.05 | — | 21.92 | |
| DIFlibrary=DeepOD2026.05 | — | 11.11 | |
| ECODlibrary=PyOD2026.05 | — | 12.5 | |
| EPHAD2026.05 | — | 11.11 | |
| ICLlibrary=DeepOD2026.05 | — | 22.22 | |
| Iforestlibrary=PyOD2026.05 | — | 8.7 | |
| LOFlibrary=PyOD2026.05 | — | 17.24 | |
| LUNARlibrary=PyOD2026.05 | — | 26.09 | |
| OCSVMlibrary=PyOD2026.05 | — | 16.95 | |
| RTTADparameter k=32026.05 | — | 11.11 | |
| TTAD2026.05 | — | 11.11 |