Anomaly Detection on Gridworld (test)
88.25Mechanism Mean AUPRSPECTRE-G2
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SPECTRE-G22026.03 | 88.25 | 98.1 | — | — | |
| Mahalanobis2026.03 | 88.05 | 97.5 | — | — | |
| USD2026.03 | 74.52 | 82 | — | — | |
| DeepEnsembles2026.03 | 71.27 | 57.44 | — | — | |
| BENN2026.03 | 69.86 | 57.21 | — | — | |
| BNN2026.03 | 68.38 | 67.42 | — | — | |
| MCDropout2026.03 | 68.01 | 49.28 | — | — | |
| UTraCE2026.03 | 66.1 | 53.96 | — | — | |
| ODIN2026.03 | 65.83 | 53.89 | — | — | |
| Conformal2026.03 | 57.32 | 52.01 | — | — | |
| CQR2026.03 | 50.03 | 52.79 | — | — | |
| DUQ2026.03 | 50 | 50 | — | — | |
| Evidential2026.03 | 42.22 | 63.79 | — | — | |
| BENN2026.03 | — | — | 89.64 | 96.82 | |
| BNN2026.03 | — | — | 80.16 | 94.86 | |
| Conformal2026.03 | — | — | 100 | 100 | |
| CQR2026.03 | — | — | 100 | 100 | |
| DeepEnsembles2026.03 | — | — | 85.98 | 97.94 | |
| DUQ2026.03 | — | — | 100 | 100 | |
| Evidential2026.03 | — | — | 98.46 | 74.1 | |
| Mahalanobis2026.03 | — | — | 86 | 7.1 | |
| MCDropout2026.03 | — | — | 90.8 | 97.04 | |
| ODIN2026.03 | — | — | 86.08 | 93.4 | |
| SPECTRE-G22026.03 | — | — | 82.48 | 4.46 | |
| USD2026.03 | — | — | 95.76 | 71.1 | |
| UTraCE2026.03 | — | — | 86 | 93.44 |