Out-of-Distribution Detection on SVHN (AUROC, AUPR)
78.19AUROCDE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DEModel Category=Kernel, Backbone=ViT, Data Augmentation=without2026.03 | 78.19 | 85.12 | |
| SGPAEModel Category=Kernel, Backbone=ViT, Data Augmentation=without2026.03 | 76 | 86.19 | |
| KFLLLAModel Category=Kernel, Backbone=ViT, Data Augmentation=without2026.03 | 75.99 | 83.45 | |
| MLEModel Category=Kernel, Backbone=ViT, Data Augmentation=without2026.03 | 74.77 | 85.18 | |
| SGPAModel Category=Kernel, Backbone=ViT, Data Augmentation=without2026.03 | 71.98 | 81.25 | |
| SNGPModel Category=Kernel, Backbone=ViT, Data Augmentation=without2026.03 | 71.35 | 82.58 | |
| MFVIModel Category=Kernel, Backbone=ViT, Data Augmentation=without2026.03 | 70.59 | 79.44 | |
| MLEModel Category=SDP, Backbone=ViT, Data Augmentation=without2026.03 | 69.83 | 82.06 | |
| MCDModel Category=Kernel, Backbone=ViT, Data Augmentation=without2026.03 | 68.6 | 80.45 |