CIFAR vs SVHN
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Out-of-Distribution Detection | CIFAR-10 (ID) vs SVHN (OOD) (test) | AUROC100 | 92 | |
| Out-of-distribution detection | CIFAR100 (ID) vs SVHN (OOD) (test) | AUROC98.7 | 67 | |
| Failure Detection | CIFAR100 vs. SVHN | AURC Score679.48 | 39 | |
| Out-of-distribution Detection | CIFAR-10 vs SVHN | AUC0.9968 | 38 | |
| OOD Detection | CIFAR-10 vs SVHN (test) | AUROC99.86 | 34 | |
| Out-of-Distribution Detection | CIFAR100 (ID) vs SVHN (OOD) | AUROC1 | 33 | |
| Out-of-Distribution Detection | CIFAR10 vs. SVHN | AUROC99.5 | 31 | |
| Out-of-Distribution Detection | CIFAR-100 (ID) vs SVHN (OOD) 1.0 (test) | FPR@950.03 | 18 | |
| OOD Detection | CIFAR-100 vs SVHN (test) | AUPR77.7 | 18 | |
| Open Set Recognition | CIFAR10 vs SVHN Legacy Benchmark B | DTACC97.6 | 12 | |
| Out-of-Distribution Detection | CIFAR-10 (ID) vs SVHN/CIFAR-100 (OOD) | AUPR (SVHN)91.58 | 8 | |
| Out-of-Distribution Detection | CIFAR-10 (In-distribution) vs SVHN (OOD) | AUC99.3 | 8 | |
| OOD Detection | CIFAR-10 vs SVHN | Maximum Probability (MP)90.1 | 7 |
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