| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| VISp cell_types_25 (test) | YOTO | F1 Score0.942 | 35 | 1mo ago | |
| CODEX 49-marker panel (test) | Balanced Accuracy84.2 | 22 | 1mo ago | ||
| COVID-PBMC celltype5 (test) | YOTO | F1 Score86 | 21 | 1mo ago | |
| ssREAD (evaluation) | BLAE | Accuracy96.26 | 20 | 9d ago | |
| COVID-PBMC celltype5 | YOTO | F1 Score86 | 14 | 1mo ago | |
| Did (ID) | scCello | Accuracy86.7 | 9 | 1mo ago | |
| human fetal cell atlas 25% low-biased MNAR (test) | Accuracy82 | 8 | 12d ago | ||
| human heart cell atlas (50% MCAR) | Accuracy99 | 8 | 12d ago | ||
| human fetal cell atlas 50% MCAR | Accuracy82 | 8 | 12d ago | ||
| VISp cell_types_25 | F1 Score90.1 | 7 | 1mo ago | ||
| GSE94820 | HSSE | Macro F1 Score93.5 | 6 | 19d ago | |
| GSE84133 mouse 2 | HSSE | Macro F1 Score96.9 | 6 | 19d ago | |
| GSE84133mouse1 | HSSE | Macro-F197.9 | 6 | 19d ago | |
| GSE84133 human 4 | MDG | Macro-F198.6 | 6 | 19d ago | |
| GSE84133 human 3 | MDG | Macro-F193.4 | 6 | 19d ago | |
| GSE84133 human 2 | HSSE | Macro F196.7 | 6 | 19d ago | |
| GSE84133 human 1 | HSSE | Macro-F196.1 | 6 | 19d ago | |
| GSE82187 | HSSE | Macro-F198.6 | 6 | 19d ago | |
| GSE75748 time | HSSE | Macro F1 Score94.1 | 6 | 19d ago | |
| GSE75748cell | HSSE | Macro-F199 | 6 | 19d ago | |
| GSE67835 | HSSE | Macro-F194.9 | 6 | 19d ago | |
| GSE45719 | MDG | Macro F195.9 | 6 | 19d ago | |
| GSE94820 | UMAP | Macro-AUC99.2 | 6 | 19d ago | |
| GSE84133 mouse 2 | HSSE | Macro-AUC99.3 | 6 | 19d ago | |
| GSE84133 mouse1 | HSSE | Macro-AUC99.9 | 6 | 19d ago |
