Anomaly Detection on CIFARCAR 2% contamination (test)
0.64AUCsimultaneous encoder training
Evaluation Results
| Method | Links | |
|---|---|---|
| simultaneous encoder trainingAnomaly Loss/Score Function=Proposed (convex combination)2019.05 | 0.64 | |
| simultaneous encoder trainingAnomaly Loss/Score Function=Lo2019.05 | 0.63 | |
| simultaneous encoder trainingAnomaly Loss/Score Function=Ln2019.05 | 0.56 | |
| f-AnoGANAnomaly Loss/Score Function=Ln2019.05 | 0.51 | |
| f-AnoGANAnomaly Loss/Score Function=Lo2019.05 | 0.5 | |
| simultaneous encoder trainingAnomaly Loss/Score Function=A2019.05 | 0.47 | |
| f-AnoGANAnomaly Loss/Score Function=A2019.05 | 0.44 | |
| simultaneous encoder trainingAnomaly Loss/Score Function=Lr2019.05 | 0.41 | |
| f-AnoGANAnomaly Loss/Score Function=Lr2019.05 | 0.4 |