| { | |
| "query_accuracy": "| Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| fibroblast | 2663 | 0.90 | 0.92 | 0.95 | 0.95 | 0.00 | 0.87 | 0.88 | 0.90 | 0.94 |\n| macrophage | 1561 | 0.91 | 0.93 | 0.95 | 0.94 | 0.00 | 0.88 | 0.91 | 0.91 | 0.94 |\n| B cell | 1443 | 0.99 | 0.99 | 0.99 | 0.99 | 0.00 | 0.99 | 0.99 | 0.99 | 0.99 |\n| CD4-positive, alpha-beta T cell | 1129 | 0.88 | 0.89 | 0.90 | 0.88 | 0.00 | 0.83 | 0.84 | 0.88 | 0.90 |\n| endothelial cell | 628 | 0.96 | 0.97 | 0.98 | 0.97 | 0.00 | 0.96 | 0.97 | 0.96 | 0.97 |\n| CD8-positive, alpha-beta T cell | 534 | 0.76 | 0.76 | 0.77 | 0.72 | 0.00 | 0.71 | 0.73 | 0.78 | 0.80 |\n| mesenchymal stem cell of adipose tissue | 391 | 0.51 | 0.11 | 0.64 | 0.61 | 0.00 | 0.49 | 0.49 | 0.54 | 0.65 |\n| neutrophil | 293 | 0.96 | 0.96 | 0.97 | 0.96 | 0.00 | 0.97 | 0.95 | 0.96 | 0.97 |\n| smooth muscle cell | 220 | 0.81 | 0.87 | 0.91 | 0.85 | 0.00 | 0.83 | 0.88 | 0.90 | 0.91 |\n| myofibroblast cell | 130 | 0.79 | 0.83 | 0.88 | 0.77 | 0.00 | 0.81 | 0.89 | 0.90 | 0.89 |\n| natural killer cell | 72 | 0.82 | 0.82 | 0.83 | 0.81 | 0.00 | 0.76 | 0.78 | 0.78 | 0.85 |\n| pericyte | 101 | 0.84 | 0.83 | 0.91 | 0.90 | 0.00 | 0.77 | 0.79 | 0.84 | 0.89 |\n| monocyte | 81 | 0.63 | 0.75 | 0.80 | 0.75 | 0.00 | 0.57 | 0.69 | 0.69 | 0.79 |\n| mature NK T cell | 41 | 0.78 | 0.75 | 0.74 | 0.61 | 0.00 | 0.71 | 0.65 | 0.72 | 0.78 |\n| T cell | 33 | 0.40 | 0.43 | 0.59 | 0.57 | 0.00 | 0.32 | 0.24 | 0.36 | 0.46 |\n| plasma cell | 37 | 0.80 | 0.87 | 0.89 | 0.89 | 0.00 | 0.77 | 0.94 | 0.86 | 0.92 |\n| erythrocyte | 26 | 0.93 | 0.94 | 0.96 | 0.90 | 0.00 | 0.92 | 0.95 | 1.00 | 0.98 |\n| muscle cell | 22 | 0.94 | 0.93 | 0.98 | 0.98 | 0.00 | 0.96 | 0.94 | 0.92 | 0.94 |\n| leukocyte | 16 | 0.65 | 0.73 | 0.65 | 0.40 | 0.00 | 0.39 | 0.54 | 0.51 | 0.73 |\n| mast cell | 8 | 0.76 | 0.94 | 0.94 | 0.94 | 0.00 | 0.76 | 0.84 | 0.89 | 0.94 |\n| hematopoietic precursor cell | 7 | 0.36 | 0.00 | 0.60 | 0.60 | 0.00 | 0.50 | 0.52 | 0.71 | 0.80 |\n| intermediate monocyte | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| mesenchymal stem cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | 0.00 | 0.00 |\n| myeloid dendritic cell | 3 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| classical monocyte | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| non-classical monocyte | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| activated 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| platelet | 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| fibroblast | 23306 | 0.91 | 0.92 | 0.96 | 0.96 | 0.00 | 0.89 | 0.89 | 0.92 | 0.95 |\n| macrophage | 13692 | 0.92 | 0.94 | 0.96 | 0.95 | 0.00 | 0.89 | 0.92 | 0.92 | 0.94 |\n| B cell | 13326 | 0.99 | 0.99 | 0.99 | 0.99 | 0.00 | 0.99 | 0.99 | 0.99 | 0.99 |\n| CD4-positive, alpha-beta T cell | 10352 | 0.88 | 0.91 | 0.91 | 0.90 | 0.00 | 0.87 | 0.87 | 0.89 | 0.91 |\n| endothelial cell | 6338 | 0.97 | 0.98 | 0.98 | 0.97 | 0.00 | 0.97 | 0.97 | 0.97 | 0.98 |\n| CD8-positive, alpha-beta T cell | 4668 | 0.75 | 0.79 | 0.80 | 0.75 | 0.00 | 0.74 | 0.76 | 0.80 | 0.81 |\n| mesenchymal stem cell of adipose tissue | 3386 | 0.52 | 0.13 | 0.72 | 0.69 | 0.00 | 0.53 | 0.51 | 0.59 | 0.69 |\n| neutrophil | 3086 | 0.97 | 0.97 | 0.98 | 0.97 | 0.00 | 0.98 | 0.97 | 0.97 | 0.98 |\n| smooth muscle cell | 1740 | 0.86 | 0.87 | 0.95 | 0.87 | 0.00 | 0.91 | 0.91 | 0.93 | 0.95 |\n| myofibroblast cell | 936 | 0.84 | 0.82 | 0.93 | 0.77 | 0.00 | 0.89 | 0.91 | 0.91 | 0.94 |\n| natural killer cell | 801 | 0.85 | 0.86 | 0.87 | 0.83 | 0.00 | 0.85 | 0.89 | 0.90 | 0.90 |\n| pericyte | 763 | 0.82 | 0.83 | 0.93 | 0.92 | 0.00 | 0.73 | 0.79 | 0.83 | 0.86 |\n| monocyte | 760 | 0.65 | 0.79 | 0.82 | 0.78 | 0.00 | 0.59 | 0.72 | 0.72 | 0.77 |\n| mature NK T cell | 337 | 0.73 | 0.79 | 0.78 | 0.62 | 0.00 | 0.78 | 0.82 | 0.84 | 0.87 |\n| T cell | 298 | 0.41 | 0.44 | 0.58 | 0.57 | 0.00 | 0.37 | 0.42 | 0.45 | 0.58 |\n| plasma cell | 276 | 0.81 | 0.91 | 0.93 | 0.92 | 0.00 | 0.79 | 0.93 | 0.85 | 0.93 |\n| erythrocyte | 256 | 0.95 | 0.94 | 0.97 | 0.94 | 0.00 | 0.95 | 0.98 | 0.97 | 0.99 |\n| muscle cell | 241 | 0.98 | 0.86 | 0.99 | 0.99 | 0.00 | 0.98 | 0.96 | 0.98 | 0.99 |\n| leukocyte | 152 | 0.69 | 0.75 | 0.72 | 0.41 | 0.00 | 0.67 | 0.67 | 0.67 | 0.81 |\n| mast cell | 127 | 0.84 | 0.92 | 0.93 | 0.90 | 0.00 | 0.86 | 0.91 | 0.92 | 0.92 |\n| hematopoietic precursor cell | 67 | 0.39 | 0.00 | 0.59 | 0.59 | 0.00 | 0.56 | 0.71 | 0.69 | 0.86 |\n| intermediate monocyte | 42 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.19 | 0.60 | 0.67 | 0.75 |\n| mesenchymal stem cell | 16 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.06 | 0.76 | 0.89 | 0.48 |\n| myeloid dendritic cell | 3 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.07 | 1.00 | 1.00 | 0.50 |\n| classical monocyte | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.22 | 1.00 | 1.00 | 0.00 |\n| non-classical monocyte | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | 1.00 | 0.00 |\n| activated CD4-positive, alpha-beta T cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.08 | 1.00 | 1.00 | 1.00 |\n| platelet | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.20 | 1.00 | 1.00 | 0.00 |" | |
| } |