OOD Detection on Average OOD (test)
53.07FPRdiverseMix
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| diverseMixBackbone=ResNet2024.11 | 53.07 | 89.36 | 92.13 | |
| OEBackbone=ResNet2024.11 | 56.61 | 89.05 | 91.79 | |
| MixOEBackbone=ResNet2024.11 | 57.68 | 87.38 | 90.89 | |
| ODINBackbone=ResNet2024.11 | 58.16 | 86.82 | 91 | |
| Energy (w. Daux)Backbone=ResNet2024.11 | 59.11 | 88.22 | 90.5 | |
| Max LogitsBackbone=ResNet2024.11 | 59.28 | 86.66 | 90.75 | |
| EnergyBackbone=ResNet2024.11 | 60.46 | 86.33 | 90.38 | |
| MSPBackbone=ResNet2024.11 | 60.85 | 86.39 | 90.54 | |
| DPNBackbone=ResNet2024.11 | 62.14 | 87.89 | 90.68 |