Out-of-Distribution Detection on CIFAR100 ID Dfar OOD
63.29F1 Score (DS)SURE+
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SURE+Training strategy=RegPixMix (SURE+), Post-hoc score=ReAct, Backbone=ResNet-182026.03 | 63.29 | — | — | 284.43 | |
| SURE+Training strategy=RegPixMix (SURE+), Post-hoc score=SIRC, Backbone=ResNet-182026.03 | 61.9 | — | — | 293.09 | |
| SURE+Training strategy=RegPixMix (SURE+), Post-hoc score=MSP, Backbone=ResNet-182026.03 | 61.35 | — | — | 314.04 | |
| BasicTraining strategy=Basic, Post-hoc score=MSP, Backbone=ResNet-182026.03 | 57.03 | — | — | 367.56 | |
| SURETraining strategy=SURE, Post-hoc score=MSP, Backbone=ResNet-182026.03 | 53.09 | — | — | 393.25 | |
| NACBackbone=ResNet182024.05 | — | 86.98 | 40.14 | — | |
| RMDSBackbone=ResNet182024.05 | — | 82.92 | 52.81 | — | |
| WeiPer+MSPBackbone=ResNet182024.05 | — | 79.95 | 57 | — |