Cell-type classification on GSE84133mouse1 (Macro-F1)
97.9Macro-F1HSSE
Evaluation Results
| Method | Links | |
|---|---|---|
| HSSEDownstream classifier=GBDT, Evaluation protocol=5-fold cross-validation2026.03 | 97.9 | |
| MDGDownstream classifier=GBDT, Evaluation protocol=5-fold cross-validation2026.03 | 95.5 | |
| UMAPDownstream classifier=GBDT, Evaluation protocol=5-fold cross-validation2026.03 | 95.4 | |
| PCADownstream classifier=GBDT, Evaluation protocol=5-fold cross-validation2026.03 | 83.4 | |
| tSNEDownstream classifier=GBDT, Evaluation protocol=5-fold cross-validation2026.03 | 79.4 | |
| NMFDownstream classifier=GBDT, Evaluation protocol=5-fold cross-validation2026.03 | 72.2 |