| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Cassin's | AUC RNX85.37 | 63 | 4mo ago | ||
| CIFAR10 | Trustworthiness Score0.9996 | 45 | 4mo ago | ||
| MNIST | AUC R_NX Score68.67 | 42 | 4mo ago | ||
| Retina | AUC R_NX Score1.0001 | 42 | 4mo ago | ||
| FMNIST | AUC R_NX Score76.48 | 42 | 4mo ago | ||
| Watch (test) | Multi-attribute UMAP (Ours) | Error E0.0635 | 40 | 26d ago | |
| MNIST | AUC RNX68.67 | 21 | 4mo ago | ||
| Retina | AUC RNX1.0001 | 21 | 4mo ago | ||
| FMNIST | AUC RNX0.7648 | 21 | 4mo ago | ||
| CIFAR10 | AUC RNX0.7473 | 21 | 4mo ago | ||
| CIFAR-10 | DREAMS | Aggregated Local-Global Score0.66 | 11 | 1mo ago | |
| MNIST (MNI) | DREAMS-MDS | Aggregated Local-Global Score0.64 | 11 | 1mo ago | |
| Fashion-MNIST (FMN) | DREAMS-MDS | Aggregated Local-Global Score87 | 11 | 1mo ago | |
| Satellite (Sat) | DREAMS | Aggregated Local-Global Score95 | 11 | 1mo ago | |
| Mammoth (Mam) | DREAMS | Aggregated Local-Global Score95 | 11 | 1mo ago | |
| 1000 Genomes (1kG) | DREAMS-MDS | Aggregated local-global Score93 | 11 | 1mo ago | |
| Packer (Pac) | DREAMS-MDS | Aggregated Local-Global Score0.83 | 11 | 1mo ago | |
| Wagner (Wag) | DREAMS-MDS | Aggregated Local-Global Score0.9 | 11 | 1mo ago | |
| Kanduri (Kan) | DREAMS-MDS | Aggregated local-global score90 | 11 | 1mo ago | |
| Macosko (Mac) | DREAMS | Aggregated Local-Global Score85 | 11 | 1mo ago | |
| Tasic (Tas) | DREAMS | Aggregated Local-Global Score88 | 11 | 1mo ago | |
| Spheres synthetic (test) | RTD | L. C.68.7 | 10 | 1mo ago | |
| F-MNIST | h-NNE | Triplet Centroid Accuracy92.5 | 10 | 4mo ago | |
| MNIST | TriMap | Triplet Centroid Accuracy80.6 | 10 | 4mo ago | |
| SPHERES | Trustworthiness Score0.681 | 10 | 3mo ago |
