CIFAR LSUN
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Out-of-distribution Detection | CIFAR-10 in-distribution LSUN out-of-distribution (test) | AUROC99.9 | 73 | |
| OOD Detection | CIFAR-100 LSUN IND R OOD | AUROC99.99 | 24 | |
| Out-of-Distribution Detection | CIFAR10 / LSUN | FPR1.5 | 20 | |
| Out-of-distribution detection | CIFAR10 (ID) LSUN-Crop (OOD) (test) | FPR@950.26 | 18 | |
| OOD Detection | CIFAR-10 IND LSUN R OOD | AUROC99.5 | 12 | |
| Out-of-Distribution Detection | CIFAR-10 (in-dist) LSUN FIX (out-dist) | AUROC95.7 | 10 | |
| Out-of-distribution (OOD) detection | CIFAR100 (In-Distribution) / LSUN-Resize (Out-of-Distribution) (test) | FPR@9563.86 | 5 | |
| Out-of-distribution (OOD) detection | CIFAR100 (In-Distribution) LSUN-Crop (Out-of-Distribution) (test) | FPR@9543.46 | 5 |
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