Anomaly Detection on ImageNet
72.9Class Score (0)GeoTrans
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| GeoTransProtocol=One-class training protocol2019.11 | 72.9 | 61 | 66.8 | 82 | 56.7 | 70.1 | 68.5 | 77.2 | 62.8 | 83.6 | 70.1 | 8.43 | |
| ARNetProtocol=One-class training protocol2019.11 | 71.9 | 85.8 | 70.7 | 78.8 | 69.5 | 83.3 | 80.6 | 72.4 | 74.9 | 84.3 | 77.2 | 5.77 | |
| RotNetProtocol=One-class training protocol2019.11 | 70 | 84.1 | 66.5 | 82.3 | 70.3 | 79.8 | 80.3 | 75.1 | 72.4 | 82 | 76.2 | 6.28 | |
| ColorizationProtocol=One-class training protocol2019.11 | 67.6 | 62.9 | 56.8 | 62.2 | 64.7 | 68.5 | 62.2 | 63.7 | 66.5 | 71.9 | 64.7 | 4.18 | |
| GANomalyProtocol=One-class training protocol2019.11 | 58.9 | 57.5 | 55.7 | 57.9 | 47.9 | 61.2 | 56.8 | 58.2 | 49.7 | 48.8 | 55.3 | 4.46 | |
| AEProtocol=One-class training protocol2019.11 | 57.1 | 51.3 | 47.7 | 57.4 | 43.8 | 54.9 | 54.6 | 51.3 | 48.3 | 41.5 | 50.8 | 5.16 |