Dimensionality Reduction Evaluation on coil100 (test)
0.0157Class Angular Distortion IndexAngleEmbedding
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| AngleEmbedding2026.05 | 0.0157 | 0.3259 | 0.9834 | 0.5685 | -0.0571 | 5.2136 | 0.5507 | 0.0271 | |
| TSNE2026.05 | 0.0192 | 0.3222 | 0.9885 | 0.7588 | 0.2117 | 12.6942 | 0.8731 | 0.5739 | |
| PCA2026.05 | 0.0194 | 0.2416 | 0.9758 | 0.5142 | -0.1366 | 8.4858 | 0.5671 | 0.0363 | |
| PaCMap2026.05 | 0.0214 | 0.4062 | 0.9912 | 0.6024 | 0.4201 | 9.6792 | 0.7834 | 0.2093 | |
| UMAP2026.05 | 0.0216 | 0.5194 | 0.9873 | 0.7524 | 0.2333 | 12.3142 | 0.7181 | 0.1271 | |
| UMATO2026.05 | 0.0233 | 0.3033 | 0.9709 | 0.7347 | -0.0611 | 13.5702 | 0.6263 | 0.0578 | |
| MDS2026.05 | 0.0285 | 0.2477 | 0.9673 | 0.5757 | -0.1149 | 12.0349 | 0.6121 | 0.0434 | |
| Random2026.05 | 0.1388 | 0.5257 | 0.7214 | 0.3453 | -0.1424 | 160.8795 | 0.0031 | 0 |