Cell-type classification on GSE84133 human 4 (Macro-F1)
98.6Macro-F1MDG
Evaluation Results
| Method | Links | |
|---|---|---|
| MDGDownstream classifier=GBDT, Evaluation protocol=5-fold cross-validation2026.03 | 98.6 | |
| UMAPDownstream classifier=GBDT, Evaluation protocol=5-fold cross-validation2026.03 | 98.4 | |
| HSSEDownstream classifier=GBDT, Evaluation protocol=5-fold cross-validation2026.03 | 98.1 | |
| tSNEDownstream classifier=GBDT, Evaluation protocol=5-fold cross-validation2026.03 | 92.6 | |
| NMFDownstream classifier=GBDT, Evaluation protocol=5-fold cross-validation2026.03 | 88.8 | |
| PCADownstream classifier=GBDT, Evaluation protocol=5-fold cross-validation2026.03 | 88 |