Neighbor Embedding on MNIST (train+test)
0.9547T5 ScoreP-UMAP-CE
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| P-UMAP-CEloss=CE2026.06 | 0.9547 | 0.9546 | 0.9538 | 8.2 | 5.02 | 51 | |
| UMAP (Train+Test)evaluation_protocol=combined training and test data2026.06 | 0.9542 | 0.9533 | 0.9521 | 6.14 | 3.64 | 49 | |
| P-UMAP-CEMSEloss=CEMSE2026.06 | 0.9538 | 0.9534 | 0.9523 | 6.67 | 4.19 | 46 | |
| UMAPns=52026.06 | 0.9523 | 0.9519 | 0.9505 | 7.41 | 4.74 | 104 | |
| UMAPns=32026.06 | 0.9523 | 0.9519 | 0.9517 | 7.41 | 4.8 | 75 | |
| UMAPns=12026.06 | 0.9523 | 0.9518 | 0.9505 | 7.13 | 4.74 | 48 | |
| P-UMAP-MSEloss=MSE2026.06 | 0.9467 | 0.9467 | 0.9456 | 10.24 | 7.23 | 53 |