OOD Detection on CIFAR-10 (ID) vs Uniform (OOD)
100AUROCMulti-Task Curriculum Framework
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Multi-Task Curriculum Framework2020.07 | 100 | — | — | |
| Energy + pNMLBackbone=WideResNet-402021.10 | 99.9 | 100 | 99.8 | |
| EnergyBackbone=WideResNet-402021.10 | 99 | 100 | 98.7 | |
| ODIN2020.07 | 51.05 | — | — | |
| Hendrycks & Gimpel2020.07 | 45.43 | — | — |