Cell-type classification on GSE84133 human 3 (Macro-F1)
93.4Macro-F1MDG
Evaluation Results
| Method | Links | |
|---|---|---|
| MDGDownstream classifier=GBDT, Evaluation protocol=5-fold cross-validation2026.03 | 93.4 | |
| UMAPDownstream classifier=GBDT, Evaluation protocol=5-fold cross-validation2026.03 | 92.7 | |
| tSNEDownstream classifier=GBDT, Evaluation protocol=5-fold cross-validation2026.03 | 92.4 | |
| HSSEDownstream classifier=GBDT, Evaluation protocol=5-fold cross-validation2026.03 | 90 | |
| PCADownstream classifier=GBDT, Evaluation protocol=5-fold cross-validation2026.03 | 56.1 | |
| NMFDownstream classifier=GBDT, Evaluation protocol=5-fold cross-validation2026.03 | 53.8 |