| { | |
| "query_accuracy": "| Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| acinar cell of salivary gland | 1234 | 0.96 | 0.94 | 0.97 | 0.96 | 0.00 | 0.94 | 0.96 | 0.97 | 0.97 |\n| B cell | 510 | 0.99 | 0.99 | 0.99 | 0.99 | 0.00 | 0.99 | 0.99 | 0.99 | 0.99 |\n| fibroblast | 465 | 0.97 | 0.94 | 0.97 | 0.95 | 0.00 | 0.92 | 0.96 | 0.95 | 0.98 |\n| CD8-positive, alpha-beta T cell | 381 | 0.87 | 0.88 | 0.93 | 0.90 | 0.00 | 0.88 | 0.89 | 0.90 | 0.92 |\n| duct epithelial cell | 377 | 0.87 | 0.78 | 0.92 | 0.86 | 0.00 | 0.83 | 0.87 | 0.88 | 0.90 |\n| CD4-positive, alpha-beta T cell | 166 | 0.87 | 0.87 | 0.87 | 0.82 | 0.00 | 0.82 | 0.87 | 0.90 | 0.89 |\n| endothelial cell | 160 | 0.93 | 0.90 | 0.92 | 0.89 | 0.00 | 0.93 | 0.95 | 0.95 | 0.97 |\n| macrophage | 173 | 0.94 | 0.71 | 0.92 | 0.90 | 0.00 | 0.91 | 0.95 | 0.96 | 0.95 |\n| basal cell | 108 | 0.87 | 0.90 | 0.91 | 0.87 | 0.00 | 0.87 | 0.85 | 0.87 | 0.89 |\n| tissue-resident macrophage | 80 | 0.85 | 0.00 | 0.92 | 0.86 | 0.00 | 0.91 | 0.90 | 0.91 | 0.95 |\n| plasma cell | 41 | 0.91 | 0.96 | 0.94 | 0.96 | 0.00 | 0.91 | 0.95 | 0.95 | 0.96 |\n| endothelial cell of lymphatic vessel | 56 | 0.84 | 0.70 | 0.85 | 0.76 | 0.00 | 0.83 | 0.91 | 0.92 | 0.95 |\n| adventitial cell | 56 | 0.84 | 0.30 | 0.75 | 0.72 | 0.00 | 0.65 | 0.77 | 0.72 | 0.80 |\n| vascular associated smooth muscle cell | 44 | 0.98 | 0.98 | 0.98 | 0.92 | 0.00 | 0.93 | 0.97 | 0.98 | 0.97 |\n| neutrophil | 25 | 0.91 | 0.88 | 0.91 | 1.00 | 0.00 | 0.98 | 0.92 | 0.94 | 0.93 |\n| myoepithelial cell | 15 | 0.91 | 0.88 | 0.90 | 0.84 | 0.00 | 0.70 | 0.81 | 0.88 | 0.91 |\n| T cell | 19 | 0.58 | 0.19 | 0.56 | 0.57 | 0.00 | 0.57 | 0.51 | 0.50 | 0.61 |\n| ionocyte | 17 | 0.76 | 0.80 | 0.84 | 0.76 | 0.00 | 0.87 | 0.88 | 0.88 | 0.88 |\n| endothelial cell of artery | 10 | 0.69 | 0.74 | 0.73 | 0.71 | 0.00 | 0.74 | 0.82 | 0.78 | 0.86 |\n| monocyte | 10 | 0.47 | 0.57 | 0.69 | 0.52 | 0.00 | 0.45 | 0.53 | 0.64 | 0.57 |\n| natural killer cell | 9 | 0.45 | 0.43 | 0.62 | 0.00 | 0.00 | 0.50 | 0.53 | 0.41 | 0.58 |\n| mast cell | 5 | 0.00 | 0.77 | 0.67 | 0.50 | 0.00 | 0.77 | 0.60 | 0.80 | 0.80 |\n| classical monocyte | 9 | 0.00 | 0.00 | 0.00 | 0.20 | 0.00 | 0.33 | 0.36 | 0.14 | 0.00 |\n| intermediate monocyte | 7 | 0.00 | 0.00 | 0.50 | 0.20 | 0.00 | 0.00 | 0.00 | 0.40 | 0.00 |\n| mature NK T cell | 3 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.40 | 0.33 | 0.40 | 0.00 |\n| leukocyte | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.33 | 1.00 | 0.00 | 0.00 |\n| pericyte | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| salivary gland cell | 1 | 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| hematopoietic precursor cell | 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 |", | |
| "ref_accuracy": "| Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| acinar cell of salivary gland | 11003 | 0.96 | 0.94 | 0.97 | 0.96 | 0.00 | 0.95 | 0.96 | 0.96 | 0.98 |\n| B cell | 4438 | 0.99 | 0.99 | 0.99 | 0.98 | 0.00 | 0.99 | 0.99 | 0.99 | 0.99 |\n| fibroblast | 4002 | 0.97 | 0.95 | 0.98 | 0.96 | 0.00 | 0.95 | 0.97 | 0.96 | 0.99 |\n| CD8-positive, alpha-beta T cell | 3684 | 0.86 | 0.87 | 0.93 | 0.91 | 0.00 | 0.89 | 0.90 | 0.91 | 0.93 |\n| duct epithelial cell | 3512 | 0.87 | 0.78 | 0.93 | 0.88 | 0.00 | 0.87 | 0.88 | 0.89 | 0.92 |\n| CD4-positive, alpha-beta T cell | 1720 | 0.88 | 0.88 | 0.90 | 0.86 | 0.00 | 0.86 | 0.90 | 0.90 | 0.91 |\n| endothelial cell | 1469 | 0.93 | 0.90 | 0.93 | 0.94 | 0.00 | 0.96 | 0.97 | 0.97 | 0.98 |\n| macrophage | 1450 | 0.93 | 0.72 | 0.95 | 0.92 | 0.00 | 0.94 | 0.97 | 0.97 | 0.98 |\n| basal cell | 1074 | 0.90 | 0.93 | 0.95 | 0.90 | 0.00 | 0.91 | 0.94 | 0.95 | 0.95 |\n| tissue-resident macrophage | 574 | 0.73 | 0.01 | 0.91 | 0.91 | 0.00 | 0.90 | 0.85 | 0.88 | 0.90 |\n| plasma cell | 542 | 0.93 | 0.97 | 0.97 | 0.95 | 0.00 | 0.95 | 0.99 | 0.99 | 0.98 |\n| endothelial cell of lymphatic vessel | 490 | 0.88 | 0.68 | 0.86 | 0.88 | 0.00 | 0.91 | 0.95 | 0.96 | 0.97 |\n| adventitial cell | 404 | 0.83 | 0.34 | 0.83 | 0.74 | 0.00 | 0.76 | 0.80 | 0.80 | 0.92 |\n| vascular associated smooth muscle cell | 359 | 0.95 | 0.96 | 0.94 | 0.93 | 0.00 | 0.96 | 0.97 | 0.97 | 0.97 |\n| neutrophil | 218 | 0.94 | 0.88 | 0.93 | 0.95 | 0.00 | 0.97 | 0.96 | 0.97 | 0.96 |\n| myoepithelial cell | 201 | 0.93 | 0.94 | 0.90 | 0.90 | 0.00 | 0.78 | 0.91 | 0.91 | 0.95 |\n| T cell | 174 | 0.66 | 0.29 | 0.74 | 0.70 | 0.00 | 0.73 | 0.81 | 0.83 | 0.85 |\n| ionocyte | 125 | 0.84 | 0.91 | 0.91 | 0.80 | 0.00 | 0.74 | 0.93 | 0.91 | 0.94 |\n| endothelial cell of artery | 106 | 0.74 | 0.75 | 0.82 | 0.79 | 0.00 | 0.80 | 0.91 | 0.92 | 0.92 |\n| monocyte | 89 | 0.49 | 0.60 | 0.61 | 0.56 | 0.00 | 0.62 | 0.91 | 0.89 | 0.80 |\n| natural killer cell | 64 | 0.39 | 0.58 | 0.46 | 0.30 | 0.00 | 0.42 | 0.60 | 0.56 | 0.70 |\n| mast cell | 40 | 0.00 | 0.76 | 0.70 | 0.59 | 0.00 | 0.80 | 1.00 | 1.00 | 0.97 |\n| classical monocyte | 34 | 0.00 | 0.00 | 0.05 | 0.23 | 0.00 | 0.87 | 0.97 | 0.93 | 0.67 |\n| intermediate monocyte | 35 | 0.00 | 0.00 | 0.51 | 0.37 | 0.00 | 0.72 | 0.80 | 0.91 | 0.90 |\n| mature NK T cell | 20 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.47 | 0.74 | 0.75 | 0.67 |\n| leukocyte | 5 | 0.00 | 0.00 | 0.33 | 0.00 | 0.00 | 0.29 | 0.91 | 0.91 | 1.00 |\n| pericyte | 3 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | 1.00 | 1.00 | 0.00 |\n| salivary gland cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.03 | 1.00 | 1.00 | 1.00 |\n| myeloid dendritic cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.29 | 1.00 | 1.00 | 0.00 |\n| hematopoietic precursor cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 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 |" | |
| } |