{ "query_accuracy": "| Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| hepatocyte | 109 | 0.99 | 0.98 | 0.98 | 0.97 | 0.00 | 0.98 | 0.97 | 0.97 | 0.98 |\n| endothelial cell of hepatic sinusoid | 53 | 0.97 | 1.00 | 0.98 | 0.98 | 0.00 | 0.97 | 0.98 | 0.96 | 0.99 |\n| Kupffer cell | 32 | 0.98 | 0.95 | 0.97 | 0.84 | 0.00 | 0.94 | 0.95 | 1.00 | 0.97 |\n| B cell | 22 | 0.98 | 0.98 | 1.00 | 0.77 | 0.00 | 0.85 | 0.98 | 0.98 | 0.98 |\n| myeloid leukocyte | 21 | 0.93 | 0.89 | 1.00 | 0.68 | 0.00 | 0.67 | 0.98 | 0.98 | 0.98 |\n| mature NK T cell | 18 | 0.65 | 0.76 | 0.71 | 0.56 | 0.00 | 0.00 | 0.89 | 0.89 | 0.87 |\n| CD8-positive, alpha-beta T cell | 5 | 0.46 | 0.33 | 0.56 | 0.18 | 0.00 | 0.33 | 0.91 | 0.83 | 0.91 |\n| T cell | 6 | 0.60 | 0.60 | 0.60 | 0.00 | 0.00 | 0.24 | 0.67 | 0.91 | 0.83 |\n| natural killer cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | 1.00 | 0.00 |\n| CD4-positive, alpha-beta T cell | 4 | 0.29 | 0.40 | 0.22 | 0.00 | 0.00 | 0.25 | 0.89 | 1.00 | 0.67 |\n| neutrophil | 5 | 1.00 | 1.00 | 1.00 | 0.33 | 0.00 | 0.50 | 1.00 | 1.00 | 1.00 |", "ref_accuracy": "| Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| hepatocyte | 1043 | 0.98 | 0.98 | 0.99 | 0.98 | 0.00 | 0.98 | 0.99 | 0.99 | 0.99 |\n| endothelial cell of hepatic sinusoid | 564 | 0.97 | 0.98 | 0.98 | 0.97 | 0.00 | 0.98 | 1.00 | 0.99 | 0.99 |\n| Kupffer cell | 230 | 0.96 | 0.93 | 0.96 | 0.94 | 0.00 | 0.88 | 0.99 | 0.99 | 0.97 |\n| B cell | 188 | 1.00 | 0.98 | 0.99 | 0.88 | 0.00 | 0.93 | 1.00 | 1.00 | 1.00 |\n| myeloid leukocyte | 188 | 0.94 | 0.89 | 0.95 | 0.83 | 0.00 | 0.67 | 0.99 | 1.00 | 0.98 |\n| mature NK T cell | 158 | 0.77 | 0.71 | 0.82 | 0.70 | 0.00 | 0.18 | 1.00 | 1.00 | 0.97 |\n| CD8-positive, alpha-beta T cell | 59 | 0.81 | 0.33 | 0.73 | 0.59 | 0.00 | 0.20 | 1.00 | 1.00 | 0.99 |\n| T cell | 39 | 0.71 | 0.60 | 0.89 | 0.28 | 0.00 | 0.24 | 1.00 | 1.00 | 0.97 |\n| natural killer cell | 41 | 0.67 | 0.61 | 0.78 | 0.27 | 0.00 | 0.00 | 1.00 | 1.00 | 0.96 |\n| CD4-positive, alpha-beta T cell | 38 | 0.65 | 0.39 | 0.80 | 0.37 | 0.00 | 0.22 | 1.00 | 1.00 | 0.93 |\n| neutrophil | 25 | 0.91 | 0.93 | 0.94 | 0.42 | 0.00 | 0.49 | 1.00 | 1.00 | 0.96 |" }