Dimensionality Reduction on F-MNIST (Run Time)
4.59Run TimeFastUMAP
Evaluation Results
| Method | Links | |
|---|---|---|
| FastUMAPn=70 000, Threading=multi-core, Warm-cache runs=32026.05 | 4.59 | |
| UMAPn=70 000, Threading=n_jobs=-1, Warm-cache runs=32026.05 | 25.41 | |
| openTSNEn=70 000, Threading=multi-core, Warm-cache runs=32026.05 | 50.53 | |
| BH-t-SNEn=70 000, Threading=single-threaded, Warm-cache runs=32026.05 | 72.75 | |
| SUDEn=70 000, Threading=single-threaded, Warm-cache runs=32026.05 | 424.23 |