| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| CIFAR-10 | DCR | NMI0.95 | 318 | 4d ago | |
| STL-10 | LAIC framework | ACC98.5 | 282 | 4d ago | |
| ImageNet-10 | LAIC framework | NMI0.996 | 201 | 23d ago | |
| CIFAR-100 | DINOv2 with register tokens | ACC66.79 | 111 | 4d ago | |
| Imagenet dog-15 | MAE-CT | NMI90.4 | 90 | 1mo ago | |
| DTD | PRCut* | NMI69.7 | 49 | 4d ago | |
| CIFAR-20 | GradNorm | NMI61.3 | 43 | 1mo ago | |
| USPS | SPC-best | NMI0.9544 | 43 | 1mo ago | |
| Tiny-ImageNet | DINOv2 with register tokens | ACC0.6888 | 37 | 1mo ago | |
| CIFAR-10 (full) | SPICE | Accuracy0.926 | 33 | 1mo ago | |
| COIL-20 | JULE-SF | NMI1 | 29 | 1mo ago | |
| COIL-100 | JULE-RC | NMI0.985 | 28 | 1mo ago | |
| ImageNet-1K | DCR | NMI88 | 25 | 1mo ago | |
| FRGC | GDL-U | NMI0.747 | 23 | 1mo ago | |
| Tiny-ImageNet-200 | SPICEs | ACC30.5 | 17 | 1mo ago | |
| MNIST (labelled) | Accuracy99.2 | 17 | 1mo ago | ||
| CIFAR100-20 (labelled) | IIC | Accuracy25.7 | 17 | 1mo ago | |
| CIFAR10 (labelled) | IIC | Accuracy61.7 | 17 | 1mo ago | |
| STL10 (labelled) | IIC | Accuracy59.8 | 17 | 1mo ago | |
| ImageNet 1k (val) | MAE-CT_min | Cluster Accuracy58 | 14 | 1mo ago | |
| DTD (test) | LAIC framework | NMI63.8 | 13 | 23d ago | |
| Tiny-ImageNet 200 (test) | Accuracy45.4 | 13 | 1mo ago | ||
| Flowers-102 (test) | LAIC framework | NMI89.6 | 12 | 23d ago | |
| UCF-101 | GradNorm | NMI82.5 | 12 | 1mo ago | |
| CLEVR | CLIP (k-means) | NMI18.9 | 11 | 4d ago |
