Misclassification Detection on DMNIST-LT (rho = 0.01)
88.76AUPRMoDEX
Evaluation Results
| Method | Links | |
|---|---|---|
| MoDEXrho=0.012026.05 | 88.76 | |
| MoDEXUQ Type=single-pass, Approach=non-EDL2026.05 | 88.76 | |
| Re-EDLrho=0.012026.05 | 87.81 | |
| EDLrho=0.012026.05 | 87.03 | |
| R-EDLrho=0.012026.05 | 86.74 | |
| DAEDLrho=0.012026.05 | 86.47 | |
| I-EDLrho=0.012026.05 | 86.25 | |
| F-EDLrho=0.012026.05 | 86.2 | |
| DDUUQ Type=single-pass, Approach=non-EDL2026.05 | 79.44 | |
| Density-SoftmaxUQ Type=single-pass, Approach=non-EDL2026.05 | 79.23 |