Out-of-Distribution Detection on DMNIST (ID) vs FMNIST (OOD) (test)
99.76AUPRF-EDL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| F-EDL2025.10 | 99.76 | 98.46 | — | |
| DAEDL2025.10 | 99.44 | 96.34 | — | |
| DDU2025.10 | 98.49 | 90.16 | — | |
| MSP2025.10 | 98.1 | 89.3 | — | |
| Dropout2025.10 | 94.68 | 68.97 | — | |
| I-EDL2025.10 | 94.11 | 68.7 | — | |
| EDL2025.10 | 92.23 | 61.51 | — | |
| R-EDL2025.10 | 90.91 | 59.45 | — | |
| DAEDL2025.10 | — | — | 99.44 | |
| DDU2025.10 | — | — | 98.49 | |
| Dropout2025.10 | — | — | 94.68 | |
| EDL2025.10 | — | — | 92.23 | |
| F-EDL2025.10 | — | — | 99.76 | |
| I-EDL2025.10 | — | — | 94.11 | |
| MSP2025.10 | — | — | 98.1 | |
| R-EDL2025.10 | — | — | 90.91 |