Anomaly Detection on SVHN
60.4Score Class 0RCALAD
Evaluation Results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| RCALAD2023.04 | 60.4 | 59.2 | 54.9 | 55.8 | 58.5 | 56.2 | 59.4 | 58 | 56.1 | 58.3 | 57.7 | |
| ALAD2023.04 | 58.7 | 62.8 | 55.2 | 53.8 | 58 | 56.1 | 57.4 | 58.8 | 55.2 | 57.3 | 57.3 | |
| AnoGAN2023.04 | 57.3 | 57 | 53.1 | 52.6 | 53.9 | 52.8 | 53.2 | 55 | 52.2 | 53.1 | 54 | |
| DSEBMrtype=reconstruction-based2023.04 | 56.1 | 52.3 | 51.9 | 51.8 | 52.5 | 52.4 | 52.1 | 53.4 | 51.9 | 55.8 | 52.9 | |
| DSEBMetype=energy-based2023.04 | 53.4 | 52.1 | 51.8 | 51.7 | 52.4 | 52.3 | 52.2 | 55.3 | 52.5 | 52.7 | 52.4 | |
| IF2023.04 | 53 | 51.2 | 52.3 | 52.2 | 49.1 | 52.4 | 51.8 | 52 | 52.3 | 53.7 | 51.6 | |
| OCSVM2023.04 | 52 | 48.6 | 49.7 | 50.9 | 48.4 | 51.1 | 50.1 | 49.6 | 45 | 52.5 | 50.2 |