CIFAR vs LSUN
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| OOD Detection | CIFAR-10 (In-distribution) vs LSUN-R (Out-of-distribution) | FPR955.45 | 25 | |
| OOD Detection | CIFAR-10 (ID) vs LSUN (OOD) | AUROC99.82 | 13 | |
| Out-of-Distribution Detection | CIFAR-100 vs LSUN R | TNR @ TPR 95%97.2 | 8 | |
| Out-of-Distribution Detection | CIFAR-10 vs LSUN R | TNR @ TPR 95%99.6 | 8 | |
| Out-of-Distribution Detection | CIFAR-100 (In-distribution) vs LSUN_CR (OOD) | AUC100 | 6 | |
| Out-of-distribution detection | CIFAR-10 (in-distribution) vs LSUN resize (out-of-distribution) Dense-BC (test) | FPR @ 95% TPR3.8 | 5 | |
| Out-of-distribution detection | CIFAR-100 (in-distribution) vs LSUN resize (out-of-distribution) Dense-BC (test) | FPR (95% TPR)58 | 2 | |
| Out-of-distribution detection | CIFAR-100 (in-distribution) vs LSUN crop (out-of-distribution) Dense-BC (test) | FPR (95% TPR)18.6 | 2 | |
| Out-of-distribution detection | CIFAR-10 (in-distribution) vs LSUN crop (out-of-distribution) Dense-BC (test) | FPR @ 95% TPR11.4 | 2 |
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