Runtime Performance on MNIST Dimensionality Reduction
4.65RuntimeFastUMAP
Evaluation results
| Method | Links | |
|---|---|---|
| FastUMAPn=70 000, Threading=multi-core, Warm-cache runs=32026.05 | 4.65 | |
| UMAPn=70 000, Threading=n_jobs=-1, Warm-cache runs=32026.05 | 19.39 | |
| openTSNEn=70 000, Threading=multi-core, Warm-cache runs=32026.05 | 49.49 | |
| BH-t-SNEn=70 000, Threading=single-threaded, Warm-cache runs=32026.05 | 75.13 | |
| SUDEn=70 000, Threading=single-threaded, Warm-cache runs=32026.05 | 307.14 |