Cell-type classification on GSE45719 (Macro-F1)
95.9Macro F1MDG
Evaluation Results
| Method | Links | |
|---|---|---|
| MDGDownstream classifier=GBDT, Evaluation protocol=5-fold cross-validation2026.03 | 95.9 | |
| HSSEDownstream classifier=GBDT, Evaluation protocol=5-fold cross-validation2026.03 | 93.5 | |
| UMAPDownstream classifier=GBDT, Evaluation protocol=5-fold cross-validation2026.03 | 84.2 | |
| PCADownstream classifier=GBDT, Evaluation protocol=5-fold cross-validation2026.03 | 77 | |
| NMFDownstream classifier=GBDT, Evaluation protocol=5-fold cross-validation2026.03 | 73.9 | |
| tSNEDownstream classifier=GBDT, Evaluation protocol=5-fold cross-validation2026.03 | 52.6 |