| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| VISp cell_types_25 (test) | YOTO | F1 Score0.942 | 35 | 3mo ago | |
| CODEX 49-marker panel (test) | Balanced Accuracy84.2 | 22 | 3mo ago | ||
| COVID-PBMC celltype5 (test) | YOTO | F1 Score86 | 21 | 3mo ago | |
| ssREAD (evaluation) | BLAE | Accuracy96.26 | 20 | 1mo ago | |
| COVID-PBMC celltype5 | YOTO | F1 Score86 | 14 | 3mo ago | |
| Did (ID) | scCello | Accuracy86.7 | 9 | 3mo ago | |
| human fetal cell atlas 25% low-biased MNAR (test) | Accuracy82 | 8 | 1mo ago | ||
| human heart cell atlas (50% MCAR) | Accuracy99 | 8 | 1mo ago | ||
| human fetal cell atlas 50% MCAR | Accuracy82 | 8 | 1mo ago | ||
| sc8 (test) | Accuracy (k-NN)59.4 | 7 | 27d ago | ||
| sc7 (test) | WAE | k-NN Accuracy80.4 | 7 | 27d ago | |
| sc6 (test) | DPA | k-NN Accuracy80.2 | 7 | 27d ago | |
| sc5 (test) | k-NN Accuracy92 | 7 | 27d ago | ||
| sc4 (test) | Accuracy (k-NN)97 | 7 | 27d ago | ||
| sc3 (test) | Accuracy (k-NN)53.7 | 7 | 27d ago | ||
| sc2 (test) | k-NN Accuracy90.1 | 7 | 27d ago | ||
| sc1 (test) | DPA | k-NN Accuracy65.9 | 7 | 27d ago | |
| PanNuke Cls.-Eval (test) | Macro F10.3569 | 7 | 1mo ago | ||
| VISp cell_types_25 | F1 Score90.1 | 7 | 3mo ago | ||
| GSE94820 | HSSE | Macro F1 Score93.5 | 6 | 2mo ago | |
| GSE84133 mouse 2 | HSSE | Macro F1 Score96.9 | 6 | 2mo ago | |
| GSE84133mouse1 | HSSE | Macro-F197.9 | 6 | 2mo ago | |
| GSE84133 human 4 | MDG | Macro-F198.6 | 6 | 2mo ago | |
| GSE84133 human 3 | MDG | Macro-F193.4 | 6 | 2mo ago | |
| GSE84133 human 2 | HSSE | Macro F196.7 | 6 | 2mo ago |
