Anomaly Detection on QCD vs Standard Model Top jets (test)
94AUCEBM-CLF
Evaluation Results
| Method | Links | |
|---|---|---|
| EBM-CLFAnomaly scoring function=p(y|x), Mass correlation property=Mass-correlated2023.02 | 94 | |
| EBM-CLFAnomaly scoring function=g(x)_y, Mass correlation property=Mass-correlated2023.02 | 92 | |
| KL-OE-VAEMass correlation property=Mass-decorrelated2023.02 | 74.4 | |
| EBM-CLFAnomaly scoring function=E(x), Mass correlation property=Mass-decorrelated2023.02 | 70.3 | |
| EBMAnomaly scoring function=E(x), Mass correlation property=Mass-decorrelated2023.02 | 67.9 | |
| EBM-CLFAnomaly scoring function=||grad_x log p_theta(x)||, Mass correlation property=Mass-decorrelated2023.02 | 67.9 | |
| EBMAnomaly scoring function=||grad_x log p_theta(x)||, Mass correlation property=Mass-decorrelated2023.02 | 62.8 | |
| DisCo-VAEkappa=1000, Mass correlation property=Mass-decorrelated2023.02 | 59.3 |