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{
"query_accuracy": "| Cell Type | N cells | celltypist | knn on bbknn | knn on harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| spermatid | 417 | 0.98 | 0.99 | 0.99 | 0.99 | 0.00 | 0.98 | 1.00 | 0.99 | 0.99 |\n| spermatocyte | 293 | 0.97 | 0.98 | 0.98 | 0.99 | 0.00 | 0.96 | 0.99 | 0.98 | 0.99 |\n| male germ cell | 15 | 1.00 | 1.00 | 1.00 | 1.00 | 0.00 | 0.83 | 1.00 | 1.00 | 1.00 |\n| peritubular myoid cell | 7 | 0.75 | 0.71 | 0.75 | 0.53 | 0.00 | 0.50 | 0.80 | 0.86 | 0.75 |\n| spermatogonium | 5 | 0.83 | 1.00 | 1.00 | 1.00 | 0.00 | 0.77 | 0.91 | 0.91 | 1.00 |\n| stromal cell | 4 | 0.80 | 0.67 | 0.80 | 0.80 | 0.00 | 0.67 | 0.67 | 0.80 | 0.80 |\n| tissue-resident macrophage | 4 | 1.00 | 1.00 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| endothelial cell | 6 | 0.91 | 0.91 | 0.91 | 0.91 | 0.00 | 0.91 | 0.91 | 0.91 | 0.91 |\n| Leydig cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| CD8-positive, alpha-beta T cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| CD4-positive, alpha-beta T cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| mast cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| macrophage | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| B cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| monocyte | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |",
"ref_accuracy": "| Cell Type | N cells | celltypist | knn on bbknn | knn on harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| spermatid | 3592 | 0.98 | 0.98 | 0.99 | 0.99 | 0.00 | 0.98 | 0.99 | 0.99 | 0.99 |\n| spermatocyte | 2777 | 0.97 | 0.98 | 0.99 | 0.99 | 0.00 | 0.97 | 0.99 | 0.98 | 0.99 |\n| male germ cell | 101 | 0.98 | 0.98 | 0.99 | 1.00 | 0.00 | 0.89 | 1.00 | 1.00 | 1.00 |\n| peritubular myoid cell | 60 | 0.81 | 0.85 | 0.87 | 0.81 | 0.00 | 0.95 | 0.98 | 0.98 | 0.92 |\n| spermatogonium | 59 | 0.86 | 0.86 | 0.93 | 0.94 | 0.00 | 0.80 | 0.91 | 0.91 | 0.94 |\n| stromal cell | 57 | 0.81 | 0.75 | 0.85 | 0.84 | 0.00 | 0.94 | 1.00 | 1.00 | 0.91 |\n| tissue-resident macrophage | 50 | 0.92 | 0.97 | 0.98 | 0.96 | 0.00 | 0.99 | 1.00 | 0.99 | 1.00 |\n| endothelial cell | 47 | 0.99 | 0.99 | 1.00 | 0.91 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| Leydig cell | 9 | 0.00 | 0.00 | 0.18 | 0.32 | 0.00 | 0.76 | 1.00 | 1.00 | 0.46 |\n| CD8-positive, alpha-beta T cell | 3 | 0.00 | 0.00 | 0.50 | 0.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| CD4-positive, alpha-beta T cell | 2 | 0.00 | 0.57 | 0.57 | 0.00 | 0.00 | 0.67 | 1.00 | 1.00 | 1.00 |\n| mast cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| macrophage | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| B cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| monocyte | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.67 | 1.00 | 1.00 | 1.00 |"
} |