Cell type classification on sc3 (test)
53.7Accuracy (k-NN)t-SNE
Evaluation results
| Method | Links | |
|---|---|---|
| t-SNEEmbedding dimension=2D, Evaluation protocol=run and evaluated on the test data2024.04 | 53.7 | |
| UMAPEmbedding dimension=2D, Evaluation protocol=run and evaluated on the test data2024.04 | 43 | |
| DPAEmbedding dimension=2D, Evaluation protocol=evaluated on test data not used for training2024.04 | 28.5 | |
| WAEEmbedding dimension=2D, Evaluation protocol=evaluated on test data not used for training2024.04 | 24.6 | |
| AEEmbedding dimension=2D, Evaluation protocol=evaluated on test data not used for training2024.04 | 21.9 | |
| PCAEmbedding dimension=2D, Evaluation protocol=evaluated on test data not used for training2024.04 | 17 | |
| VAEEmbedding dimension=2D, Evaluation protocol=evaluated on test data not used for training2024.04 | 13.7 |