Dimensionality Reduction on USPS (Intrinsic Metrics)
0.0201Angular Distortion Index (Class)AngleEmbedding
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| AngleEmbedding2026.05 | 0.0201 | 0.4257 | 0.9895 | 0.724 | 0.2211 | 1.2654 | 0.4627 | 0.1372 | |
| TSNE2026.05 | 0.0269 | 0.2272 | 0.9878 | 0.8413 | 0.4586 | 0.7907 | 0.8908 | 0.8753 | |
| PaCMap2026.05 | 0.03 | 0.2341 | 0.9886 | 0.8432 | 0.5884 | 0.6649 | 0.8022 | 0.6373 | |
| UMATO2026.05 | 0.0301 | 0.2395 | 0.9862 | 0.8043 | 0.3215 | 1.9863 | 0.6496 | 0.4719 | |
| UMAP2026.05 | 0.0309 | 0.309 | 0.9869 | 0.8411 | 0.5798 | 0.6543 | 0.8014 | 0.6416 | |
| PCA2026.05 | 0.0367 | 0.264 | 0.9525 | 0.597 | 0.095 | 2.672 | 0.0104 | -0.0011 | |
| MDS2026.05 | 0.0505 | 0.2479 | 0.9308 | 0.5908 | 0.029 | 6.151 | 0.0049 | 0 | |
| Random2026.05 | 0.1235 | 0.5126 | 0.7098 | 0.3804 | -0.0182 | 152.1682 | 0.0002 | -0.0001 |