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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| basal cell | 1652 | 0.85 | 0.88 | 0.92 | 0.90 | 0.00 | 0.82 | 0.87 | 0.88 | 0.91 |\n| stratified squamous epithelial cell | 1176 | 0.83 | 0.87 | 0.90 | 0.88 | 0.00 | 0.81 | 0.84 | 0.85 | 0.88 |\n| CD4-positive, alpha-beta T cell | 155 | 0.67 | 0.71 | 0.73 | 0.70 | 0.00 | 0.65 | 0.68 | 0.71 | 0.74 |\n| fibroblast | 182 | 0.96 | 0.97 | 0.98 | 0.98 | 0.00 | 0.98 | 0.96 | 0.95 | 0.97 |\n| B cell | 120 | 0.98 | 0.97 | 0.97 | 0.97 | 0.00 | 0.96 | 0.97 | 0.97 | 0.98 |\n| endothelial cell | 133 | 0.99 | 0.98 | 0.99 | 0.99 | 0.00 | 0.97 | 0.99 | 0.97 | 0.99 |\n| CD8-positive, alpha-beta T cell | 122 | 0.77 | 0.70 | 0.74 | 0.69 | 0.00 | 0.76 | 0.69 | 0.76 | 0.77 |\n| salivary gland cell | 83 | 0.89 | 0.21 | 0.94 | 0.91 | 0.00 | 0.67 | 0.88 | 0.86 | 0.93 |\n| mural cell | 60 | 0.95 | 0.94 | 0.97 | 0.93 | 0.00 | 0.95 | 0.96 | 0.92 | 0.97 |\n| macrophage | 52 | 0.82 | 0.83 | 0.84 | 0.84 | 0.00 | 0.78 | 0.82 | 0.81 | 0.82 |\n| myoepithelial cell | 28 | 0.84 | 0.00 | 0.95 | 0.93 | 0.00 | 0.34 | 0.88 | 0.87 | 0.92 |\n| tongue muscle cell | 15 | 0.84 | 0.87 | 0.84 | 0.73 | 0.00 | 0.60 | 0.81 | 0.84 | 0.84 |\n| T cell | 19 | 0.32 | 0.00 | 0.14 | 0.29 | 0.00 | 0.27 | 0.31 | 0.30 | 0.26 |\n| neutrophil | 21 | 0.95 | 0.98 | 1.00 | 0.98 | 0.00 | 0.93 | 0.98 | 0.98 | 1.00 |\n| monocyte | 12 | 0.48 | 0.43 | 0.48 | 0.64 | 0.00 | 0.53 | 0.53 | 0.55 | 0.58 |\n| plasma cell | 8 | 1.00 | 0.86 | 1.00 | 0.86 | 0.00 | 0.93 | 1.00 | 1.00 | 1.00 |\n| endothelial cell of lymphatic vessel | 7 | 0.67 | 0.77 | 0.83 | 0.62 | 0.00 | 0.67 | 0.83 | 0.73 | 0.83 |\n| regulatory T cell | 10 | 0.40 | 0.00 | 0.50 | 0.17 | 0.00 | 0.48 | 0.70 | 0.78 | 0.56 |\n| mast cell | 11 | 0.88 | 0.88 | 0.83 | 0.85 | 0.00 | 0.85 | 0.88 | 0.87 | 0.88 |\n| Schwann cell | 4 | 0.73 | 0.67 | 0.75 | 0.50 | 0.00 | 0.73 | 0.57 | 0.80 | 0.73 |\n| taste receptor cell | 2 | 0.67 | 0.00 | 1.00 | 0.67 | 0.00 | 0.02 | 1.00 | 0.67 | 0.67 |\n| myeloid dendritic cell | 4 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| natural killer cell | 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| basal cell | 14611 | 0.86 | 0.88 | 0.95 | 0.94 | 0.00 | 0.84 | 0.87 | 0.89 | 0.93 |\n| stratified squamous epithelial cell | 11147 | 0.85 | 0.89 | 0.95 | 0.93 | 0.00 | 0.84 | 0.86 | 0.88 | 0.91 |\n| CD4-positive, alpha-beta T cell | 1432 | 0.72 | 0.71 | 0.83 | 0.79 | 0.00 | 0.75 | 0.82 | 0.84 | 0.85 |\n| fibroblast | 1349 | 0.96 | 0.96 | 0.98 | 0.98 | 0.00 | 0.97 | 0.97 | 0.97 | 0.98 |\n| B cell | 1130 | 0.98 | 0.95 | 0.99 | 0.98 | 0.00 | 0.98 | 0.99 | 0.99 | 0.99 |\n| endothelial cell | 1088 | 0.98 | 0.98 | 0.98 | 0.97 | 0.00 | 0.97 | 0.99 | 0.98 | 0.98 |\n| CD8-positive, alpha-beta T cell | 985 | 0.75 | 0.72 | 0.82 | 0.74 | 0.00 | 0.81 | 0.84 | 0.87 | 0.84 |\n| salivary gland cell | 765 | 0.88 | 0.07 | 0.93 | 0.89 | 0.00 | 0.74 | 0.90 | 0.91 | 0.93 |\n| mural cell | 558 | 0.90 | 0.89 | 0.94 | 0.94 | 0.00 | 0.95 | 0.96 | 0.96 | 0.95 |\n| macrophage | 518 | 0.82 | 0.85 | 0.92 | 0.89 | 0.00 | 0.85 | 0.96 | 0.95 | 0.93 |\n| myoepithelial cell | 242 | 0.83 | 0.00 | 0.90 | 0.90 | 0.00 | 0.39 | 0.86 | 0.88 | 0.92 |\n| tongue muscle cell | 187 | 0.85 | 0.82 | 0.89 | 0.88 | 0.00 | 0.65 | 0.95 | 0.97 | 0.92 |\n| T cell | 175 | 0.46 | 0.00 | 0.49 | 0.30 | 0.00 | 0.59 | 0.73 | 0.77 | 0.79 |\n| neutrophil | 133 | 0.93 | 0.96 | 0.99 | 0.97 | 0.00 | 0.93 | 0.99 | 0.97 | 0.98 |\n| monocyte | 127 | 0.54 | 0.59 | 0.77 | 0.73 | 0.00 | 0.75 | 0.90 | 0.96 | 0.92 |\n| plasma cell | 107 | 0.96 | 0.88 | 0.99 | 0.84 | 0.00 | 0.77 | 1.00 | 0.98 | 1.00 |\n| endothelial cell of lymphatic vessel | 90 | 0.89 | 0.96 | 0.97 | 0.81 | 0.00 | 0.93 | 0.97 | 0.97 | 0.96 |\n| regulatory T cell | 82 | 0.48 | 0.05 | 0.73 | 0.21 | 0.00 | 0.79 | 0.83 | 0.85 | 0.83 |\n| mast cell | 65 | 0.95 | 0.98 | 0.97 | 0.93 | 0.00 | 0.91 | 0.97 | 0.96 | 0.96 |\n| Schwann cell | 31 | 0.55 | 0.47 | 0.74 | 0.69 | 0.00 | 0.86 | 1.00 | 0.95 | 0.87 |\n| taste receptor cell | 30 | 0.82 | 0.06 | 0.87 | 0.79 | 0.00 | 0.04 | 1.00 | 0.79 | 0.95 |\n| myeloid dendritic cell | 18 | 0.00 | 0.00 | 0.11 | 0.00 | 0.00 | 0.47 | 1.00 | 1.00 | 0.56 |\n| natural killer cell | 8 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.40 | 0.94 | 0.89 | 0.40 |"
} |