Dimensionality Reduction on pbmc3k
0.0295Angular Distortion IndexAngleEmbedding
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| AngleEmbedding2026.05 | 0.0295 | 0.2386 | 0.981 | 0.1553 | 0.2694 | 1.5773 | 54.48 | 0.2406 | |
| TSNE2026.05 | 0.0447 | 0.4182 | 0.9765 | 0.2554 | 0.2137 | 1.7323 | 56.35 | 0.3826 | |
| PCA2026.05 | 0.0475 | 0.6277 | 0.9852 | 0.2122 | 0.4254 | 1.5334 | 76.66 | 0.6693 | |
| PaCMap2026.05 | 0.0484 | 0.5559 | 0.9966 | 0.2808 | 0.5901 | 1.0174 | 83.61 | 0.8688 | |
| UMAP2026.05 | 0.0586 | 0.4147 | 0.924 | 0.1895 | -0.062 | 4.064 | 0.57 | -0.0046 | |
| UMATO2026.05 | 0.0672 | 0.6284 | 0.9128 | 0.2094 | -0.011 | 5.6622 | 24.62 | 0.0204 | |
| MDS2026.05 | 0.0903 | 0.2143 | 0.7283 | 0.5331 | 0.0021 | 61.7257 | 4 | 0.0721 | |
| Random2026.05 | 0.1049 | 0.3805 | 0.7012 | 0.1589 | -0.0883 | 50.07 | 0.1 | 0.0007 |