Anomaly Detection on Synthetic (test)
79.48Mean AUPR (Confounder)SPECTRE-G2
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| SPECTRE-G22026.03 | 79.48 | 69.1 | 52.64 | 51.36 | — | — | — | — | |
| USD2026.03 | 79.41 | 70.35 | 49.89 | 50.73 | — | — | — | — | |
| Mahalanobis2026.03 | 78.01 | 72.27 | 50.32 | 50.5 | — | — | — | — | |
| Evidential2026.03 | 63.3 | 44.77 | 51.1 | 50.71 | — | — | — | — | |
| Conformal2026.03 | 51.27 | 48.22 | 50.17 | 50.19 | — | — | — | — | |
| DUQ2026.03 | 50 | 50 | 50 | 50 | — | — | — | — | |
| CQR2026.03 | 49.45 | 50.5 | 49.81 | 49.96 | — | — | — | — | |
| BENN2026.03 | 43.24 | 57.48 | 49.16 | 49.23 | — | — | — | — | |
| DeepEnsembles2026.03 | 43.19 | 57.15 | 49.23 | 49.3 | — | — | — | — | |
| MCDropout2026.03 | 43.16 | 57.69 | 49.1 | 49.2 | — | — | — | — | |
| ODIN2026.03 | 43.16 | 57.35 | 49.23 | 49.22 | — | — | — | — | |
| UTraCE2026.03 | 43.16 | 57.33 | 49.2 | 49.21 | — | — | — | — | |
| BNN2026.03 | 42.88 | 56.54 | 48.95 | 49.13 | — | — | — | — | |
| BENN2026.03 | — | — | — | — | 98.01 | 93.6 | 95.32 | 95.13 | |
| BNN2026.03 | — | — | — | — | 98.24 | 93.87 | 95.25 | 95.05 | |
| Conformal2026.03 | — | — | — | — | 100 | 100 | 100 | 100 | |
| CQR2026.03 | — | — | — | — | 100 | 100 | 100 | 100 | |
| DeepEnsembles2026.03 | — | — | — | — | 98.09 | 93.72 | 95.2 | 95.09 | |
| DUQ2026.03 | — | — | — | — | 100 | 100 | 100 | 100 | |
| Evidential2026.03 | — | — | — | — | 90.69 | 96.08 | 94.75 | 95.1 | |
| Mahalanobis2026.03 | — | — | — | — | 86.43 | 88.02 | 95.29 | 94.31 | |
| MCDropout2026.03 | — | — | — | — | 98.19 | 93.71 | 95.27 | 95.29 | |
| ODIN2026.03 | — | — | — | — | 98.05 | 93.7 | 95.17 | 95.07 | |
| SPECTRE-G22026.03 | — | — | — | — | 87.51 | 88.58 | 95.07 | 93.9 | |
| USD2026.03 | — | — | — | — | 88.06 | 92.49 | 95.03 | 94.61 | |
| UTraCE2026.03 | — | — | — | — | 98.05 | 93.7 | 95.17 | 95.07 |