| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Cassin's | AUC RNX85.37 | 63 | 3mo ago | ||
| CIFAR10 | Trustworthiness Score0.9996 | 45 | 3mo ago | ||
| MNIST | AUC R_NX Score68.67 | 42 | 3mo ago | ||
| Retina | AUC R_NX Score1.0001 | 42 | 3mo ago | ||
| FMNIST | AUC R_NX Score76.48 | 42 | 3mo ago | ||
| MNIST | AUC RNX68.67 | 21 | 3mo ago | ||
| Retina | AUC RNX1.0001 | 21 | 3mo ago | ||
| FMNIST | AUC RNX0.7648 | 21 | 3mo ago | ||
| CIFAR10 | AUC RNX0.7473 | 21 | 3mo ago | ||
| F-MNIST | h-NNE | Triplet Centroid Accuracy92.5 | 10 | 3mo ago | |
| MNIST | TriMap | Triplet Centroid Accuracy80.6 | 10 | 3mo ago | |
| SPHERES | Trustworthiness Score0.681 | 10 | 2mo ago | ||
| matryoshka | AngleEmbedding | Class Angular Distortion Index0.013 | 8 | 1mo ago | |
| penguins | AngleEmbedding | Class Angular Distortion Index0.0014 | 8 | 1mo ago | |
| concentric3 | AngleEmbedding | Angular Distortion Index (Class)0.02 | 8 | 1mo ago | |
| rings dataset | AngleEmbedding | Angular Distortion Index0.0012 | 8 | 1mo ago | |
| coil20 | AngleEmbedding | Angular Distortion Index (Class)0.0142 | 8 | 1mo ago | |
| pbmc3k | AngleEmbedding | Angular Distortion Index0.0295 | 8 | 1mo ago | |
| F-MNIST (test) | AngleEmbedding | Class Angular Distortion Index0.0207 | 8 | 1mo ago | |
| liver dataset | AngleEmbedding | Class Angular Distortion Index0.0179 | 8 | 1mo ago | |
| USPS | AngleEmbedding | Angular Distortion Index (Class)0.0201 | 8 | 1mo ago | |
| Shuttle | FastUMAP | Runtime (s)1.04 | 5 | 21d ago | |
| Dry Bean | FastUMAP | Runtime (s)0.838 | 5 | 21d ago | |
| Spambase | FastUMAP | Runtime (s)0.246 | 5 | 21d ago | |
| Mfeat | FastUMAP | Runtime (s)0.128 | 5 | 21d ago |
