| LSST Scenario 4 v1 (test) | Neural SDDE | AUROC70.7 | | 21 | 16d ago |
| Stanford-Cars | FITYMI | AUROC0.908 | | 15 | 1mo ago |
| Multi-background MNIST | SND | Metric 085.74 | | 12 | 26d ago |
| CIFAR-10-FSGAN | FITYMI | AUROC95.1 | | 11 | 1mo ago |
| CIFAR-10-FSDE | FITYMI | AUROC96.4 | | 11 | 1mo ago |
| CIFAR-10vs100 | FITYMI | AUROC0.9 | | 11 | 1mo ago |
| Kurcuma (held-out novel class) | SND | Score 072.7 | | 10 | 26d ago |
| Kurcuma | SND | ND Score (Model 1)96 | | 10 | 26d ago |
| FashionMNIST [0,2,3,7,8] (ID) vs [1,4,5,6,9] (OOD) (unlabeled set) | | AUROC95 | | 10 | 1mo ago |
| MNIST [0-4] (ID) vs [5-9] (OOD) (unlabeled set) | DPN | AUROC99 | | 10 | 1mo ago |
| FashionMNIST (ID) vs MNIST (OOD) (unlabeled set) | DPN | AUROC100 | | 10 | 1mo ago |
| MNIST (ID) vs FashionMNIST (OOD) (unlabeled) | DPN | AUROC1 | | 10 | 1mo ago |
| CIFAR100 [0:49] (ID) vs [50:99] (OOD) (test) | ERD | AUROC0.81 | | 10 | 1mo ago |
| CIFAR10 [0:4] (ID) vs [5:9] (OOD) (test) | ERD | AUROC89 | | 10 | 1mo ago |
| SVHN [0:4] (ID) vs [5:9] (OOD) (test) | nnPU | AUROC0.96 | | 10 | 1mo ago |
| CIFAR100 (ID) vs SVHN (OOD) (test) | nnPU | AUROC1 | | 10 | 1mo ago |
| SVHN (ID) vs CIFAR10 (OOD) (test) | DPN | AUROC100 | | 10 | 1mo ago |
| MvTecAD regular ND | | AUROC0.996 | | 7 | 1mo ago |
| Flowers regular ND | Transformaly | AUROC0.999 | | 7 | 1mo ago |
| CIFAR-100 regular ND | FITYMI | AUROC98.1 | | 7 | 1mo ago |
| Birds regular ND | FITYMI | AUROC98.5 | | 7 | 1mo ago |
| FGVC-Aircraft | FITYMI | AUROC88.7 | | 6 | 1mo ago |
