CIFAR SVHN
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| OOD Detection | CIFAR-10 (IND) SVHN (OOD) | AUROC0.9973 | 138 | |
| Out-of-distribution Detection | CIFAR-100 SVHN in-distribution out-of-distribution (test) | AUROC99.1 | 107 | |
| Out-of-Distribution Detection | CIFAR-10 SVHN in-distribution out-of-distribution standard (test) | AUROC99.9 | 31 | |
| Out-of-Distribution Detection | CIFAR-10 → SVHN | AUPR (Aleatoric)91.27 | 14 | |
| Model Extraction Attack Defense | CIFAR-10, CIFAR-100, SVHN (cross-task mean) | ASR Black-box Ratio2.6 | 6 |
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