{ "query_accuracy": "| Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| kidney epithelial cell | 918 | 1.00 | 0.99 | 1.00 | 0.99 | 0.00 | 0.99 | 0.99 | 0.99 | 1.00 |\n| CD8-positive, alpha-beta T cell | 55 | 0.79 | 0.85 | 0.91 | 0.57 | 0.00 | 0.86 | 0.92 | 0.91 | 0.94 |\n| B cell | 49 | 0.97 | 0.89 | 0.94 | 0.86 | 0.00 | 0.97 | 0.94 | 0.95 | 0.95 |\n| macrophage | 38 | 0.85 | 0.82 | 0.79 | 0.80 | 0.00 | 0.80 | 0.78 | 0.79 | 0.82 |\n| CD4-positive, alpha-beta T cell | 30 | 0.60 | 0.89 | 0.81 | 0.51 | 0.00 | 0.79 | 0.87 | 0.85 | 0.88 |\n| natural killer cell | 25 | 0.84 | 0.92 | 0.94 | 0.45 | 0.00 | 0.94 | 0.94 | 0.96 | 0.94 |\n| endothelial cell | 12 | 0.89 | 0.59 | 0.96 | 0.67 | 0.00 | 0.56 | 0.73 | 0.69 | 0.92 |\n| monocyte | 4 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.36 | 0.57 | 0.00 | 0.00 |\n| non-classical monocyte | 2 | 0.00 | 0.00 | 0.67 | 0.00 | 0.00 | 0.00 | 0.40 | 0.50 | 0.00 |\n| neutrophil | 2 | 1.00 | 0.00 | 1.00 | 0.00 | 0.00 | 0.80 | 0.67 | 1.00 | 1.00 |\n| T cell | 3 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| plasma cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| intermediate 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 bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| kidney epithelial cell | 8360 | 0.99 | 0.99 | 1.00 | 1.00 | 0.00 | 0.99 | 1.00 | 0.99 | 1.00 |\n| CD8-positive, alpha-beta T cell | 482 | 0.82 | 0.80 | 0.90 | 0.72 | 0.00 | 0.93 | 1.00 | 1.00 | 0.97 |\n| B cell | 445 | 0.98 | 0.82 | 0.99 | 0.91 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| macrophage | 301 | 0.79 | 0.60 | 0.87 | 0.77 | 0.00 | 0.89 | 0.99 | 0.95 | 0.94 |\n| CD4-positive, alpha-beta T cell | 269 | 0.73 | 0.81 | 0.86 | 0.65 | 0.00 | 0.92 | 1.00 | 1.00 | 0.95 |\n| natural killer cell | 176 | 0.89 | 0.91 | 0.94 | 0.65 | 0.00 | 0.94 | 1.00 | 1.00 | 0.98 |\n| endothelial cell | 89 | 0.72 | 0.00 | 0.97 | 0.75 | 0.00 | 0.57 | 0.71 | 0.71 | 0.87 |\n| monocyte | 50 | 0.00 | 0.00 | 0.63 | 0.21 | 0.00 | 0.88 | 1.00 | 1.00 | 0.82 |\n| non-classical monocyte | 25 | 0.00 | 0.00 | 0.62 | 0.18 | 0.00 | 0.88 | 1.00 | 1.00 | 0.75 |\n| neutrophil | 20 | 1.00 | 0.00 | 0.95 | 0.17 | 0.00 | 0.89 | 1.00 | 1.00 | 1.00 |\n| T cell | 14 | 0.00 | 0.00 | 0.24 | 0.00 | 0.00 | 0.78 | 1.00 | 1.00 | 0.96 |\n| plasma cell | 5 | 0.00 | 0.00 | 0.75 | 0.00 | 0.00 | 0.77 | 1.00 | 1.00 | 1.00 |\n| intermediate monocyte | 2 | 0.00 | 0.00 | 0.40 | 0.00 | 0.00 | 0.33 | 1.00 | 1.00 | 0.67 |" }