Cell-type classification on GSE75748cell (Macro-F1)
99Macro-F1HSSE
Evaluation Results
| Method | Links | |
|---|---|---|
| HSSEDownstream classifier=GBDT, Evaluation protocol=5-fold cross-validation2026.03 | 99 | |
| MDGDownstream classifier=GBDT, Evaluation protocol=5-fold cross-validation2026.03 | 96.9 | |
| UMAPDownstream classifier=GBDT, Evaluation protocol=5-fold cross-validation2026.03 | 93.6 | |
| PCADownstream classifier=GBDT, Evaluation protocol=5-fold cross-validation2026.03 | 88.5 | |
| NMFDownstream classifier=GBDT, Evaluation protocol=5-fold cross-validation2026.03 | 84.6 | |
| tSNEDownstream classifier=GBDT, Evaluation protocol=5-fold cross-validation2026.03 | 81.4 |