Cell-type classification on GSE75748 time (Macro-F1)
94.1Macro F1 ScoreHSSE
Evaluation Results
| Method | Links | |
|---|---|---|
| HSSEDownstream classifier=GBDT, Evaluation protocol=5-fold cross-validation2026.03 | 94.1 | |
| MDGDownstream classifier=GBDT, Evaluation protocol=5-fold cross-validation2026.03 | 92.9 | |
| PCADownstream classifier=GBDT, Evaluation protocol=5-fold cross-validation2026.03 | 90.1 | |
| NMFDownstream classifier=GBDT, Evaluation protocol=5-fold cross-validation2026.03 | 87.2 | |
| UMAPDownstream classifier=GBDT, Evaluation protocol=5-fold cross-validation2026.03 | 87.1 | |
| tSNEDownstream classifier=GBDT, Evaluation protocol=5-fold cross-validation2026.03 | 70.8 |