OOD Detection on ImageNet-30 vs Flowers-102 (test)
0.983ROCAUCDeep Clustering
Evaluation results
| Method | Links | |
|---|---|---|
| Deep ClusteringNetwork=CLIP ViT, Pre-trained=true2021.12 | 0.983 | |
| CSINetwork=ResNet-18, Pre-trained=false2021.12 | 0.947 | |
| DN2Network=CLIP ViT, Pre-trained=true2021.12 | 0.932 | |
| RotNetwork=ResNet-18, Pre-trained=false2021.12 | 0.863 | |
| GOADNetwork=ResNet-18, Pre-trained=false2021.12 | 0.828 |