Anomaly Detection on aloi
79.2AUROCFeatureBagging
Evaluation results
| Method | Links | |
|---|---|---|
| FeatureBaggingSource=[27]2026.06 | 79.2 | |
| LOFSource=[27]2026.06 | 76.7 | |
| DTE-NPSource=[27]2026.06 | 64.5 | |
| kNNSource=[27]2026.06 | 61.3 | |
| Ours (w/ ALTBI)Framework=ADBench2026.06 | 60.1 | |
| CBLOFSource=[27]2026.06 | 55.6 | |
| OCSVMSource=[27]2026.06 | 54.9 | |
| PCASource=[27]2026.06 | 54.9 | |
| ICLSource=[27]2026.06 | 54.8 | |
| IForestSource=[27]2026.06 | 54.2 | |
| DTE-IGSource=[27]2026.06 | 54.1 | |
| DDPMSource=[27]2026.06 | 53.2 | |
| ECODSource=[27]2026.06 | 53.1 | |
| HBOSSource=[27]2026.06 | 53.1 | |
| DTE-CSource=[27]2026.06 | 52.5 | |
| ODIMFramework=ADBench2026.06 | 52.5 | |
| ALTBIFramework=ADBench2026.06 | 52.1 | |
| MCDSource=[27]2026.06 | 52 | |
| PlanarFlowSource=[27]2026.06 | 52 | |
| DAGMMSource=[27]2026.06 | 51.7 | |
| COPODSource=[27]2026.06 | 51.5 | |
| DeepSVDDSource=[27]2026.06 | 51.4 | |
| DROCCSource=[27]2026.06 | 50 | |
| GOADSource=[27]2026.06 | 49.7 | |
| LODASource=[27]2026.06 | 49.5 |