Anomaly Detection on Average
76.6AUROCOurs (w/ ALTBI)
Evaluation results
| Method | Links | |
|---|---|---|
| Ours (w/ ALTBI)Framework=ADBench2026.06 | 76.6 | |
| ALTBIFramework=ADBench2026.06 | 75.7 | |
| ODIMFramework=ADBench2026.06 | 75.1 | |
| MCDSource=[27]2026.06 | 74.8 | |
| IForestSource=[27]2026.06 | 73.7 | |
| CBLOFSource=[27]2026.06 | 73.1 | |
| kNNSource=[27]2026.06 | 72.8 | |
| DTE-CSource=[27]2026.06 | 72.8 | |
| OCSVMSource=[27]2026.06 | 72.5 | |
| DTE-NPSource=[27]2026.06 | 72.2 | |
| PCASource=[27]2026.06 | 71.8 | |
| HBOSSource=[27]2026.06 | 71.4 | |
| DDPMSource=[27]2026.06 | 70 | |
| PlanarFlowSource=[27]2026.06 | 69.6 | |
| COPODSource=[27]2026.06 | 69.2 | |
| ECODSource=[27]2026.06 | 68.9 | |
| DTE-IGSource=[27]2026.06 | 66 | |
| ICLSource=[27]2026.06 | 64.3 | |
| LODASource=[27]2026.06 | 62.7 | |
| GOADSource=[27]2026.06 | 62.7 | |
| DAGMMSource=[27]2026.06 | 61.4 | |
| LOFSource=[27]2026.06 | 61.1 | |
| FeatureBaggingSource=[27]2026.06 | 60.8 | |
| DROCCSource=[27]2026.06 | 60 | |
| DeepSVDDSource=[27]2026.06 | 54.3 |