Out-of-Distribution Detection on CIFAR-10 FarOOD
95.15AUROCBBAS-ED
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BBAS-EDArchitecture=ResNet2026.03 | 95.15 | 17.62 | |
| AggBBAS-EDArchitecture=ResNet2026.03 | 95.08 | 18.02 | |
| AggBBAS-ECArchitecture=ResNet2026.03 | 94.5 | 20.09 | |
| BBAS-ECArchitecture=ResNet2026.03 | 94.47 | 20.02 | |
| VIMArchitecture=ResNet2026.03 | 93.48 | 25.05 | |
| KNNArchitecture=ResNet2026.03 | 92.96 | 24.27 | |
| KNN2026.05 | 92.59 | — | |
| NCI2026.05 | 92.49 | — | |
| RMDSArchitecture=ResNet2026.03 | 92.2 | 25.35 | |
| MDS2026.05 | 91.9 | — | |
| GENArchitecture=ResNet2026.03 | 91.35 | 34.73 | |
| Ensembles2026.05 | 90.86 | — | |
| MSPArchitecture=ResNet2026.03 | 90.73 | 31.72 | |
| ViM2026.05 | 90.52 | — | |
| MC2026.05 | 90.5 | — | |
| HCM mixmixup=true2026.05 | 90.12 | — | |
| MDSArchitecture=ResNet2026.03 | 89.72 | 32.22 | |
| Energy2026.05 | 89.36 | — | |
| MSP2026.05 | 88.96 | — | |
| ODIN2026.05 | 88.46 | — | |
| ODINArchitecture=ResNet2026.03 | 87.96 | 57.62 | |
| HCMmixup=false2026.05 | 86.45 | — | |
| SCALEArchitecture=ResNet2026.03 | 86.39 | — | |
| SHEArchitecture=ResNet2026.03 | 85.32 | 66.48 | |
| ASHArchitecture=ResNet2026.03 | 78.49 | 79.03 | |
| MDSEnsArchitecture=ResNet2026.03 | 73.9 | 61.47 | |
| fDBD2026.05 | 69.52 | — |