Anomaly Detection on IC Parametric 1 (test)
77.1AUROCDiT1D
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DiT1DCategory=Diffusion-based2026.05 | 77.1 | 2.5 | 3 | |
| LOFCategory=Classical2026.05 | 71.6 | 0.56 | 1 | |
| FeatureBaggingCategory=Classical2026.05 | 69.9 | 0.53 | 1 | |
| ICLCategory=Deep Learning2026.05 | 67.3 | 0.41 | 1 | |
| DROCCCategory=Deep Learning2026.05 | 67 | 0.44 | 0 | |
| GANomalyCategory=Deep Learning2026.05 | 64.5 | 0.59 | 1 | |
| OCSVMCategory=Classical2026.05 | 63.1 | 0.34 | 0 | |
| KNNCategory=Classical2026.05 | 61 | 0.36 | 0 | |
| GOADCategory=Deep Learning2026.05 | 60.1 | 0.32 | 0 | |
| DTE-CCategory=Diffusion-based2026.05 | 57.8 | 0.31 | 0 | |
| DTE-IGCategory=Diffusion-based2026.05 | 56.3 | 0.62 | 1 | |
| SLADCategory=Deep Learning2026.05 | 55.2 | 0.29 | 0 | |
| IForestCategory=Classical2026.05 | 55 | 0.33 | 0 | |
| COPODCategory=Classical2026.05 | 50.8 | 0.27 | 0 | |
| MCDCategory=Classical2026.05 | 48.9 | 0.24 | 0 | |
| HBOSCategory=Classical2026.05 | 47.4 | 0.25 | 0 | |
| PlanarFlowCategory=Deep Learning2026.05 | 46.7 | 0.26 | 0 | |
| TabDDPMCategory=Diffusion-based2026.05 | 46.7 | 0.25 | 0 | |
| ECODCategory=Classical2026.05 | 46.4 | 0.24 | 0 | |
| DAGMMCategory=Deep Learning2026.05 | 45.2 | 0.24 | 0 | |
| LODACategory=Classical2026.05 | 44.6 | 0.25 | 0 | |
| PCACategory=Classical2026.05 | 44.4 | 0.23 | 0 |