OOD Detection on CIFAR-10 SCOOD benchmark (test)
95.57ID AccuracyCATEX
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CATEXSurrogate OOD Training=false2024.07 | 95.57 | 21.17 | 95.33 | |
| ODINSurrogate OOD Training=false2024.07 | 95.36 | 52 | 82 | |
| EnergySurrogate OOD Training=false2024.07 | 95.36 | 50.03 | 83.83 | |
| OESurrogate OOD Training=true2024.07 | 94.9 | 50.53 | 88.93 | |
| UDGSurrogate OOD Training=true2024.07 | 94.71 | 36.22 | 93.78 | |
| MCMSurrogate OOD Training=false2024.07 | 90.79 | 23.14 | 94.68 |