{ "query_accuracy": "| Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| fibroblast | 1255 | 0.97 | 0.96 | 0.98 | 0.98 | 0.00 | 0.96 | 0.97 | 0.97 | 0.98 |\n| smooth muscle cell | 847 | 0.91 | 0.92 | 0.95 | 0.93 | 0.00 | 0.90 | 0.91 | 0.92 | 0.94 |\n| macrophage | 763 | 0.98 | 0.97 | 0.98 | 0.98 | 0.00 | 0.94 | 0.98 | 0.98 | 0.99 |\n| endothelial cell | 272 | 0.79 | 0.65 | 0.79 | 0.68 | 0.00 | 0.77 | 0.84 | 0.87 | 0.89 |\n| capillary endothelial cell | 193 | 0.75 | 0.62 | 0.65 | 0.57 | 0.00 | 0.66 | 0.72 | 0.77 | 0.78 |\n| pericyte | 184 | 0.78 | 0.84 | 0.87 | 0.79 | 0.00 | 0.75 | 0.77 | 0.79 | 0.85 |\n| CD8-positive, alpha-beta T cell | 161 | 0.61 | 0.69 | 0.73 | 0.59 | 0.00 | 0.66 | 0.62 | 0.70 | 0.68 |\n| neutrophil | 136 | 1.00 | 0.99 | 0.99 | 0.99 | 0.00 | 0.98 | 1.00 | 0.99 | 0.99 |\n| vein endothelial cell | 78 | 0.65 | 0.37 | 0.50 | 0.36 | 0.00 | 0.52 | 0.63 | 0.67 | 0.71 |\n| CD4-positive, alpha-beta T cell | 87 | 0.69 | 0.76 | 0.71 | 0.45 | 0.00 | 0.78 | 0.73 | 0.79 | 0.77 |\n| endothelial cell of artery | 63 | 0.83 | 0.85 | 0.90 | 0.74 | 0.00 | 0.76 | 0.82 | 0.83 | 0.87 |\n| mature NK T cell | 57 | 0.68 | 0.70 | 0.61 | 0.35 | 0.00 | 0.69 | 0.67 | 0.68 | 0.69 |\n| monocyte | 45 | 0.88 | 0.85 | 0.88 | 0.87 | 0.00 | 0.72 | 0.83 | 0.81 | 0.88 |\n| basophil | 22 | 0.68 | 0.78 | 0.58 | 0.76 | 0.00 | 0.90 | 1.00 | 0.93 | 0.94 |\n| natural killer cell | 23 | 0.44 | 0.44 | 0.35 | 0.13 | 0.00 | 0.54 | 0.35 | 0.54 | 0.51 |\n| endothelial cell of lymphatic vessel | 22 | 0.98 | 0.98 | 0.95 | 0.82 | 0.00 | 0.70 | 0.98 | 0.96 | 0.98 |\n| mast cell | 17 | 0.00 | 0.69 | 0.46 | 0.74 | 0.00 | 0.87 | 0.97 | 0.89 | 0.94 |\n| B cell | 16 | 0.93 | 0.90 | 0.93 | 0.72 | 0.00 | 0.88 | 1.00 | 0.91 | 0.97 |\n| erythrocyte | 7 | 1.00 | 0.93 | 1.00 | 1.00 | 0.00 | 0.78 | 1.00 | 1.00 | 1.00 |\n| plasma cell | 6 | 1.00 | 0.91 | 1.00 | 0.50 | 0.00 | 0.77 | 1.00 | 0.80 | 1.00 |\n| T cell | 1 | 0.00 | 0.00 | 1.00 | 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 |\n| classical monocyte | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| myeloid dendritic cell | 0 | 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 |", "ref_accuracy": "| Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| fibroblast | 11440 | 0.97 | 0.95 | 0.99 | 0.98 | 0.00 | 0.96 | 0.97 | 0.97 | 0.98 |\n| smooth muscle cell | 7740 | 0.90 | 0.89 | 0.97 | 0.96 | 0.00 | 0.91 | 0.92 | 0.92 | 0.94 |\n| macrophage | 6754 | 0.98 | 0.98 | 0.98 | 0.99 | 0.00 | 0.94 | 0.98 | 0.97 | 0.99 |\n| endothelial cell | 2414 | 0.76 | 0.59 | 0.82 | 0.81 | 0.00 | 0.90 | 0.87 | 0.88 | 0.92 |\n| capillary endothelial cell | 1842 | 0.75 | 0.61 | 0.77 | 0.76 | 0.00 | 0.84 | 0.82 | 0.85 | 0.88 |\n| pericyte | 1587 | 0.77 | 0.80 | 0.92 | 0.87 | 0.00 | 0.76 | 0.81 | 0.81 | 0.87 |\n| CD8-positive, alpha-beta T cell | 1371 | 0.70 | 0.73 | 0.81 | 0.75 | 0.00 | 0.77 | 0.84 | 0.86 | 0.83 |\n| neutrophil | 1303 | 0.99 | 0.99 | 0.99 | 0.99 | 0.00 | 0.98 | 0.99 | 0.99 | 0.99 |\n| vein endothelial cell | 797 | 0.60 | 0.31 | 0.67 | 0.63 | 0.00 | 0.77 | 0.76 | 0.78 | 0.82 |\n| CD4-positive, alpha-beta T cell | 640 | 0.70 | 0.73 | 0.76 | 0.61 | 0.00 | 0.79 | 0.85 | 0.88 | 0.83 |\n| endothelial cell of artery | 582 | 0.78 | 0.79 | 0.88 | 0.81 | 0.00 | 0.81 | 0.85 | 0.86 | 0.88 |\n| mature NK T cell | 458 | 0.67 | 0.70 | 0.76 | 0.49 | 0.00 | 0.82 | 0.87 | 0.87 | 0.84 |\n| monocyte | 382 | 0.84 | 0.85 | 0.88 | 0.87 | 0.00 | 0.71 | 0.81 | 0.78 | 0.88 |\n| basophil | 222 | 0.72 | 0.75 | 0.80 | 0.94 | 0.00 | 0.96 | 0.99 | 0.98 | 0.97 |\n| natural killer cell | 219 | 0.52 | 0.49 | 0.58 | 0.39 | 0.00 | 0.72 | 0.87 | 0.90 | 0.88 |\n| endothelial cell of lymphatic vessel | 176 | 0.95 | 0.95 | 0.96 | 0.90 | 0.00 | 0.78 | 0.98 | 0.98 | 0.96 |\n| mast cell | 142 | 0.00 | 0.52 | 0.70 | 0.91 | 0.00 | 0.96 | 1.00 | 0.99 | 0.98 |\n| B cell | 132 | 0.96 | 0.96 | 0.96 | 0.94 | 0.00 | 0.96 | 0.99 | 0.99 | 0.99 |\n| erythrocyte | 76 | 0.91 | 0.90 | 0.97 | 0.99 | 0.00 | 0.89 | 0.98 | 0.96 | 0.98 |\n| plasma cell | 62 | 0.90 | 0.88 | 0.97 | 0.91 | 0.00 | 0.98 | 1.00 | 1.00 | 1.00 |\n| T cell | 15 | 0.00 | 0.00 | 0.61 | 0.21 | 0.00 | 0.46 | 1.00 | 0.91 | 0.80 |\n| intermediate monocyte | 13 | 0.00 | 0.00 | 0.29 | 0.14 | 0.00 | 0.17 | 1.00 | 0.93 | 0.82 |\n| classical monocyte | 12 | 0.00 | 0.00 | 0.40 | 0.54 | 0.00 | 0.77 | 1.00 | 0.96 | 0.91 |\n| myeloid dendritic cell | 5 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.05 | 0.83 | 0.62 | 0.00 |\n| non-classical monocyte | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.10 | 1.00 | 1.00 | 1.00 |" }