Misclassification Detection on CIFAR-10-LT (ρ = 0.1)
97.78AUPR (Confidence)MoDEX
Evaluation Results
| Method | Links | |
|---|---|---|
| MoDEX2026.05 | 97.78 | |
| F-EDLBackbone=VGG-162025.10 | 97.6 | |
| F-EDL2026.05 | 97.6 | |
| I-EDLBackbone=VGG-162025.10 | 97.31 | |
| I-EDL2026.05 | 97.31 | |
| EDLBackbone=VGG-162025.10 | 95.36 | |
| EDL2026.05 | 95.36 | |
| DAEDLBackbone=VGG-162025.10 | 95.22 | |
| DAEDL2026.05 | 95.22 | |
| Re-EDL2026.05 | 94.75 | |
| R-EDLBackbone=VGG-162025.10 | 94.35 | |
| R-EDL2026.05 | 94.35 | |
| DropoutBackbone=VGG-162025.10 | 89.82 | |
| Dropout2026.05 | 89.82 |