{ "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 | 927 | 1.00 | 0.99 | 1.00 | 0.99 | 0.00 | 0.98 | 1.00 | 0.99 | 1.00 |\n| CD8-positive, alpha-beta T cell | 50 | 0.85 | 0.88 | 0.92 | 0.49 | 0.00 | 0.88 | 0.88 | 0.92 | 0.94 |\n| B cell | 46 | 0.97 | 0.84 | 0.95 | 0.65 | 0.00 | 0.94 | 0.94 | 0.96 | 0.94 |\n| macrophage | 39 | 0.80 | 0.73 | 0.85 | 0.64 | 0.00 | 0.75 | 0.77 | 0.77 | 0.79 |\n| CD4-positive, alpha-beta T cell | 25 | 0.80 | 0.89 | 0.85 | 0.26 | 0.00 | 0.85 | 0.78 | 0.83 | 0.91 |\n| natural killer cell | 23 | 0.93 | 0.94 | 0.96 | 0.41 | 0.00 | 0.94 | 0.96 | 0.98 | 0.96 |\n| endothelial cell | 14 | 0.90 | 0.67 | 0.96 | 0.62 | 0.00 | 0.56 | 0.86 | 0.83 | 0.92 |\n| monocyte | 7 | 0.00 | 0.00 | 0.55 | 0.15 | 0.00 | 0.62 | 0.62 | 0.36 | 0.25 |\n| non-classical monocyte | 2 | 0.00 | 0.00 | 0.50 | 0.00 | 0.00 | 0.57 | 0.50 | 0.00 | 0.00 |\n| neutrophil | 2 | 1.00 | 0.00 | 1.00 | 0.00 | 0.00 | 1.00 | 0.67 | 1.00 | 1.00 |\n| T cell | 3 | 0.00 | 0.00 | 0.50 | 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 | 8351 | 1.00 | 0.99 | 1.00 | 1.00 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| CD8-positive, alpha-beta T cell | 487 | 0.85 | 0.80 | 0.90 | 0.67 | 0.00 | 0.94 | 1.00 | 1.00 | 0.97 |\n| B cell | 448 | 0.98 | 0.78 | 0.99 | 0.78 | 0.00 | 0.97 | 1.00 | 1.00 | 0.99 |\n| macrophage | 300 | 0.81 | 0.55 | 0.87 | 0.75 | 0.00 | 0.87 | 0.98 | 0.96 | 0.95 |\n| CD4-positive, alpha-beta T cell | 274 | 0.82 | 0.79 | 0.88 | 0.53 | 0.00 | 0.93 | 1.00 | 1.00 | 0.95 |\n| natural killer cell | 178 | 0.92 | 0.92 | 0.94 | 0.56 | 0.00 | 0.96 | 1.00 | 1.00 | 0.98 |\n| endothelial cell | 87 | 0.92 | 0.00 | 0.97 | 0.68 | 0.00 | 0.49 | 0.91 | 0.91 | 0.98 |\n| monocyte | 47 | 0.00 | 0.00 | 0.52 | 0.43 | 0.00 | 0.93 | 1.00 | 1.00 | 0.88 |\n| non-classical monocyte | 25 | 0.00 | 0.00 | 0.78 | 0.32 | 0.00 | 0.85 | 1.00 | 1.00 | 0.89 |\n| neutrophil | 20 | 1.00 | 0.00 | 0.95 | 0.10 | 0.00 | 0.98 | 1.00 | 1.00 | 1.00 |\n| T cell | 14 | 0.00 | 0.00 | 0.25 | 0.00 | 0.00 | 0.74 | 1.00 | 1.00 | 0.92 |\n| plasma cell | 5 | 0.00 | 0.00 | 0.75 | 0.00 | 0.00 | 0.91 | 1.00 | 1.00 | 1.00 |\n| intermediate monocyte | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.67 | 1.00 | 1.00 | 0.67 |" }