Out-of-distribution Detection on CIFAR10-C vs SVHN (test)
80.3AUROCMGP
Evaluation Results
| Method | Links | |
|---|---|---|
| MGPBackbone=Inception v3, Pre-trained=ImageNet2022.10 | 80.3 | |
| MC DropoutBackbone=Inception v3, Pre-trained=ImageNet2022.10 | 78.8 | |
| DE (EF)Backbone=Inception v3, Pre-trained=ImageNet, Fusion strategy=Early Fusion2022.10 | 76.9 | |
| SNGPBackbone=Inception v3, Pre-trained=ImageNet2022.10 | 75.3 | |
| DE (LF)Backbone=Inception v3, Pre-trained=ImageNet, Fusion strategy=Late Fusion2022.10 | 72.2 | |
| TMCBackbone=Inception v3, Pre-trained=ImageNet2022.10 | 68.1 |