| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Average (CIFAR-10, CIFAR-100, TinyImageNet) | G-ODIN | AUROC91.17 | 35 | 4d ago | |
| TinyImageNet | ASH | AUROC93.9 | 34 | 4d ago | |
| Texture | KgCoOp | AUROC96.3 | 34 | 5d ago | |
| Texture (test) | KgCoOp | FPR@9518.3 | 32 | 5d ago | |
| Places | LoCoOp | AUROC97.1 | 32 | 5d ago | |
| iNaturalist (test) | KgCoOp | AUROC98.49 | 32 | 5d ago | |
| Average (CIFAR-10, CIFAR-100, ImageNet-200) | G-ODIN | AUROC91.17 | 21 | 4d ago | |
| ImageNet 200 | ASH | AUROC93.9 | 21 | 4d ago | |
| SUN (test) | CoCoOp | AUROC (Original)98.17 | 16 | 5d ago | |
| SUN (Far OOD) | CoCoOp | FPR95 (MaxLogit, Original)8.37 | 8 | 5d ago | |
| iNaturalist | LoCoOp | AUROC98.46 | 3 | 5d ago | |
| SUN | LoCoOp | AUROC98.2 | 3 | 5d ago |
