Embedding Quality Assessment on concentric4
0.0197Angular Distortion IndexAngleEmbedding
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| AngleEmbedding2026.05 | 0.0197 | 0.3582 | 0.9527 | 0.7193 | -0.0796 | 371.6842 | 42.18 | 3.8 | |
| PCA2026.05 | 0.0248 | 0.002 | 0.9958 | 0.7227 | -0.108 | 0 | 41.87 | 1.7 | |
| MDS2026.05 | 0.0267 | 0.58 | 0.9534 | 0.7187 | -0.0746 | 1,063.4143 | 47.3 | 7.3 | |
| UMATO2026.05 | 0.0408 | 0.7436 | 0.9556 | 0.6641 | -0.0996 | 704.2616 | 35.06 | 2.19 | |
| TSNE2026.05 | 0.1202 | 0.3345 | 0.5915 | 0.7345 | 0.339 | 1.3893 | 0 | 0 | |
| PaCMap2026.05 | 0.1379 | 0.5631 | 0.6001 | 0.651 | 0.7399 | 0.4346 | 80.48 | 72.66 | |
| UMAP2026.05 | 0.1447 | 0.4795 | 0.5891 | 0.6974 | 0.6988 | 0.5025 | 46.96 | 12.14 | |
| Random2026.05 | 0.183 | 0.7549 | 0.9475 | 0.4049 | -0.0225 | 51.3994 | 0.12 | 0 |