{
    "query_accuracy": "| Cell Type | N cells |  celltypist |  knn on bbknn |  knn on harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| CD4-positive, alpha-beta T cell | 754 | 0.76 | 0.85 | 0.85 | 0.79 | 0.00 | 0.74 | 0.74 | 0.78 | 0.86 |\n| CD4-positive, alpha-beta thymocyte | 441 | 0.70 | 0.47 | 0.76 | 0.66 | 0.00 | 0.65 | 0.66 | 0.70 | 0.76 |\n| B cell | 450 | 1.00 | 1.00 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| thymic fibroblast type 2 | 377 | 0.87 | 0.89 | 0.87 | 0.91 | 0.00 | 0.89 | 0.90 | 0.89 | 0.92 |\n| thymic fibroblast type 1 | 343 | 0.87 | 0.86 | 0.86 | 0.90 | 0.00 | 0.89 | 0.89 | 0.88 | 0.90 |\n| CD8-positive, alpha-beta T cell | 272 | 0.82 | 0.84 | 0.85 | 0.80 | 0.00 | 0.85 | 0.81 | 0.83 | 0.86 |\n| capillary endothelial cell | 263 | 0.80 | 0.85 | 0.88 | 0.85 | 0.00 | 0.83 | 0.85 | 0.84 | 0.87 |\n| naive thymus-derived CD4-positive, alpha-beta T cell | 266 | 0.49 | 0.44 | 0.49 | 0.34 | 0.00 | 0.52 | 0.40 | 0.50 | 0.56 |\n| smooth muscle cell | 228 | 0.96 | 0.97 | 0.97 | 0.98 | 0.00 | 0.99 | 0.98 | 0.98 | 0.98 |\n| vein endothelial cell | 213 | 0.83 | 0.83 | 0.88 | 0.85 | 0.00 | 0.81 | 0.86 | 0.86 | 0.88 |\n| plasma cell | 137 | 1.00 | 0.99 | 0.99 | 0.99 | 0.00 | 1.00 | 0.99 | 1.00 | 1.00 |\n| endothelial cell of artery | 85 | 0.92 | 0.92 | 0.93 | 0.84 | 0.00 | 0.91 | 0.92 | 0.93 | 0.94 |\n| macrophage | 86 | 0.98 | 0.99 | 1.00 | 0.99 | 0.00 | 0.99 | 0.99 | 1.00 | 1.00 |\n| CD8-positive, alpha-beta thymocyte | 70 | 0.70 | 0.74 | 0.79 | 0.58 | 0.00 | 0.72 | 0.70 | 0.72 | 0.80 |\n| thymocyte | 47 | 0.67 | 0.74 | 0.79 | 0.60 | 0.00 | 0.78 | 0.67 | 0.78 | 0.81 |\n| naive thymus-derived CD8-positive, alpha-beta T cell | 36 | 0.31 | 0.38 | 0.41 | 0.14 | 0.00 | 0.34 | 0.53 | 0.60 | 0.65 |\n| natural killer cell | 47 | 0.93 | 0.95 | 0.92 | 0.85 | 0.00 | 0.95 | 0.97 | 0.92 | 0.96 |\n| endothelial cell of lymphatic vessel | 38 | 1.00 | 1.00 | 1.00 | 0.99 | 0.00 | 1.00 | 0.99 | 0.99 | 1.00 |\n| fibroblast | 25 | 0.47 | 0.20 | 0.19 | 0.51 | 0.00 | 0.87 | 0.81 | 0.76 | 0.73 |\n| vascular associated smooth muscle cell | 12 | 0.64 | 0.00 | 0.40 | 0.50 | 0.00 | 0.86 | 0.89 | 0.92 | 0.74 |\n| mesothelial cell | 15 | 0.93 | 0.93 | 0.87 | 0.81 | 0.00 | 0.90 | 0.87 | 0.87 | 0.87 |\n| erythrocyte | 18 | 0.95 | 0.92 | 0.92 | 0.94 | 0.00 | 0.89 | 0.94 | 0.97 | 0.94 |\n| neuro-medullary thymic epithelial cell | 14 | 0.96 | 0.96 | 0.96 | 0.96 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| neutrophil | 12 | 0.74 | 0.75 | 0.96 | 0.92 | 0.00 | 0.96 | 0.96 | 0.92 | 0.96 |\n| hematopoietic precursor cell | 9 | 0.78 | 0.20 | 0.89 | 0.89 | 0.00 | 0.94 | 0.94 | 0.89 | 0.94 |\n| myo-medullary thymic epithelial cell | 4 | 0.89 | 0.89 | 0.89 | 0.89 | 0.00 | 0.89 | 1.00 | 1.00 | 0.89 |\n| medullary thymic epithelial cell | 7 | 1.00 | 1.00 | 1.00 | 0.73 | 0.00 | 0.86 | 0.73 | 0.92 | 1.00 |\n| monocyte | 2 | 0.00 | 0.00 | 1.00 | 1.00 | 0.00 | 0.67 | 0.67 | 1.00 | 1.00 |\n| mast cell | 2 | 1.00 | 1.00 | 1.00 | 0.67 | 0.00 | 0.40 | 1.00 | 1.00 | 1.00 |\n| fast muscle cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| T follicular helper cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| innate lymphoid cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| endothelial cell | 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 on bbknn |  knn on harmony |  knn on scvi |  onclass |  scanvi |  svm |  xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| CD4-positive, alpha-beta T cell | 6372 | 0.75 | 0.81 | 0.88 | 0.82 | 0.00 | 0.76 | 0.74 | 0.78 | 0.86 |\n| CD4-positive, alpha-beta thymocyte | 4122 | 0.72 | 0.44 | 0.83 | 0.80 | 0.00 | 0.75 | 0.70 | 0.76 | 0.82 |\n| B cell | 4012 | 1.00 | 0.99 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| thymic fibroblast type 2 | 3828 | 0.89 | 0.90 | 0.94 | 0.94 | 0.00 | 0.93 | 0.93 | 0.92 | 0.95 |\n| thymic fibroblast type 1 | 2927 | 0.86 | 0.85 | 0.93 | 0.91 | 0.00 | 0.91 | 0.91 | 0.90 | 0.93 |\n| CD8-positive, alpha-beta T cell | 2545 | 0.80 | 0.83 | 0.90 | 0.85 | 0.00 | 0.84 | 0.82 | 0.84 | 0.88 |\n| capillary endothelial cell | 2358 | 0.81 | 0.84 | 0.93 | 0.88 | 0.00 | 0.89 | 0.89 | 0.89 | 0.91 |\n| naive thymus-derived CD4-positive, alpha-beta T cell | 2257 | 0.49 | 0.41 | 0.65 | 0.58 | 0.00 | 0.56 | 0.50 | 0.56 | 0.65 |\n| smooth muscle cell | 1997 | 0.95 | 0.94 | 0.99 | 0.98 | 0.00 | 0.99 | 0.99 | 0.99 | 0.99 |\n| vein endothelial cell | 1835 | 0.84 | 0.81 | 0.92 | 0.88 | 0.00 | 0.87 | 0.88 | 0.89 | 0.91 |\n| plasma cell | 1441 | 0.99 | 0.99 | 0.99 | 0.99 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| endothelial cell of artery | 688 | 0.90 | 0.92 | 0.96 | 0.86 | 0.00 | 0.92 | 0.97 | 0.96 | 0.96 |\n| macrophage | 684 | 0.98 | 0.98 | 0.99 | 0.98 | 0.00 | 0.99 | 1.00 | 0.99 | 1.00 |\n| CD8-positive, alpha-beta thymocyte | 602 | 0.66 | 0.69 | 0.81 | 0.68 | 0.00 | 0.79 | 0.79 | 0.81 | 0.86 |\n| thymocyte | 408 | 0.68 | 0.62 | 0.80 | 0.68 | 0.00 | 0.84 | 0.85 | 0.88 | 0.91 |\n| naive thymus-derived CD8-positive, alpha-beta T cell | 398 | 0.32 | 0.41 | 0.66 | 0.33 | 0.00 | 0.59 | 0.69 | 0.74 | 0.76 |\n| natural killer cell | 381 | 0.92 | 0.92 | 0.94 | 0.90 | 0.00 | 0.92 | 0.96 | 0.96 | 0.96 |\n| endothelial cell of lymphatic vessel | 333 | 0.97 | 0.97 | 0.98 | 0.96 | 0.00 | 0.98 | 0.99 | 0.98 | 0.99 |\n| fibroblast | 247 | 0.67 | 0.06 | 0.87 | 0.66 | 0.00 | 0.99 | 0.93 | 0.93 | 0.96 |\n| vascular associated smooth muscle cell | 229 | 0.63 | 0.08 | 0.92 | 0.85 | 0.00 | 0.98 | 0.97 | 0.98 | 0.98 |\n| mesothelial cell | 160 | 0.95 | 0.93 | 0.94 | 0.92 | 0.00 | 0.98 | 0.97 | 0.97 | 0.98 |\n| erythrocyte | 134 | 0.86 | 0.89 | 0.91 | 0.95 | 0.00 | 0.96 | 0.99 | 0.94 | 0.96 |\n| neuro-medullary thymic epithelial cell | 121 | 0.91 | 0.92 | 0.84 | 0.95 | 0.00 | 0.96 | 1.00 | 0.99 | 0.97 |\n| neutrophil | 109 | 0.61 | 0.73 | 0.91 | 0.91 | 0.00 | 0.95 | 1.00 | 1.00 | 1.00 |\n| hematopoietic precursor cell | 83 | 0.74 | 0.05 | 0.90 | 0.90 | 0.00 | 0.97 | 1.00 | 0.99 | 1.00 |\n| myo-medullary thymic epithelial cell | 73 | 0.85 | 0.82 | 0.97 | 0.93 | 0.00 | 0.98 | 1.00 | 1.00 | 0.97 |\n| medullary thymic epithelial cell | 36 | 0.84 | 0.76 | 0.78 | 0.72 | 0.00 | 0.97 | 1.00 | 1.00 | 0.97 |\n| monocyte | 24 | 0.00 | 0.00 | 0.86 | 0.62 | 0.00 | 0.91 | 0.98 | 0.98 | 0.98 |\n| mast cell | 22 | 0.88 | 0.71 | 0.87 | 0.84 | 0.00 | 0.92 | 0.96 | 1.00 | 0.98 |\n| fast muscle cell | 21 | 0.00 | 0.00 | 0.98 | 0.86 | 0.00 | 0.98 | 1.00 | 1.00 | 0.98 |\n| T follicular helper cell | 6 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.27 | 0.80 | 0.86 | 0.60 |\n| innate lymphoid cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.14 | 0.57 | 1.00 | 1.00 |\n| endothelial cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.33 | 1.00 | 1.00 | 0.00 |"
}