Cell type classification on sc1 (test)
65.9k-NN AccuracyDPA
Evaluation results
| Method | Links | |
|---|---|---|
| DPAEmbedding dimension=2D, Evaluation protocol=evaluated on test data not used for training2024.04 | 65.9 | |
| AEEmbedding dimension=2D, Evaluation protocol=evaluated on test data not used for training2024.04 | 64.3 | |
| WAEEmbedding dimension=2D, Evaluation protocol=evaluated on test data not used for training2024.04 | 62.3 | |
| VAEEmbedding dimension=2D, Evaluation protocol=evaluated on test data not used for training2024.04 | 57 | |
| t-SNEEmbedding dimension=2D, Evaluation protocol=run and evaluated on the test data2024.04 | 55.4 | |
| PCAEmbedding dimension=2D, Evaluation protocol=evaluated on test data not used for training2024.04 | 48.3 | |
| UMAPEmbedding dimension=2D, Evaluation protocol=run and evaluated on the test data2024.04 | 39.3 |