| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| CIFAR-10 (test) | SMERA-MVC | Accuracy100 | 190 | 1mo ago | |
| STL-10 (test) | Accuracy99.2 | 152 | 2mo ago | ||
| MNIST (test) | CoHiClust | NMI0.97 | 136 | 23d ago | |
| CIFAR-100 (test) | TURTLE | ACC89.1 | 123 | 2mo ago | |
| Random datasets Uniform distribution on the unit interval in R^d (test) | K-Means | Runtime (s)0 | 117 | 1mo ago | |
| MNIST | IIC (2019) | NMI0.978 | 113 | 2mo ago | |
| LandUse-21 | HERL | Accuracy33.12 | 108 | 1mo ago | |
| Fashion-MNIST | IPBC | NMI80 | 107 | 1d ago | |
| ImageNet Dogs | TAC | NMI8,060 | 105 | 20d ago | |
| USPS | NMI96.9 | 104 | 1mo ago | ||
| MNIST (full) | DynAE | Accuracy98.7 | 98 | 3mo ago | |
| CIFAR100 20 | ProPos | ACC61.4 | 93 | 3mo ago | |
| DHA | MVCAN | Accuracy84.8 | 91 | 3mo ago | |
| Scene-15 | HERL | Accuracy50.33 | 85 | 1mo ago | |
| ImageNet-10 (test) | LAIC framework | ACC99.8 | 74 | 2mo ago | |
| CLSClusteringS2S | DrICL | Accuracy89 | 68 | 3mo ago | |
| CIFAR-100-20 (test) | Accuracy89.5 | 68 | 3mo ago | ||
| STL-10 | PRCut* | ACC99.8 | 64 | 16d ago | |
| Pubmed | CAT-I-SC | Accuracy82.86 | 61 | 3mo ago | |
| COL2 | KSKM_E | Clustering Inertia (KSKM multiple)0.98 | 60 | 2mo ago | |
| MNIST | CSC | Clustering Accuracy72.16 | 60 | 3mo ago | |
| CIFAR-10 | H-NCut | ACC98.6 | 52 | 1d ago | |
| PenDigits | DPA | ARI79 | 49 | 12d ago | |
| Sensorless Drive Diagnosis | Clust-Splitter | Ek Error1.51 | 48 | 2mo ago | |
| 3D Road Network | Clust-Splitter | Ek0 | 48 | 2mo ago |
