{ "query_accuracy": "| Cell Type | N cells | celltypist | knn on bbknn | knn on harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| fibroblast | 8306 | 0.82 | 0.87 | 0.89 | 0.68 | 0.00 | 0.66 | 0.72 | 0.75 | 0.89 |\n| stromal cell of ovary | 3508 | 0.98 | 0.97 | 0.91 | 0.62 | 0.00 | 0.63 | 0.97 | 0.97 | 0.99 |\n| mesenchymal stem cell | 2264 | 0.93 | 0.92 | 0.89 | 0.46 | 0.00 | 0.44 | 0.89 | 0.90 | 0.96 |\n| smooth muscle cell | 1820 | 0.79 | 0.80 | 0.85 | 0.71 | 0.00 | 0.64 | 0.78 | 0.81 | 0.86 |\n| pericyte | 1095 | 0.72 | 0.76 | 0.82 | 0.64 | 0.00 | 0.53 | 0.69 | 0.73 | 0.80 |\n| skeletal muscle satellite stem cell | 668 | 0.95 | 0.96 | 0.96 | 0.80 | 0.00 | 0.82 | 0.96 | 0.94 | 0.97 |\n| blood vessel smooth muscle cell | 582 | 0.87 | 0.83 | 0.94 | 0.64 | 0.00 | 0.65 | 0.87 | 0.86 | 0.95 |\n| regular atrial cardiac myocyte | 621 | 0.74 | 0.82 | 0.77 | 0.26 | 0.00 | 0.38 | 0.85 | 0.83 | 0.86 |\n| fibroblast of breast | 541 | 0.98 | 0.22 | 0.73 | 0.14 | 0.00 | 0.00 | 0.96 | 0.82 | 0.89 |\n| vascular associated smooth muscle cell | 471 | 0.72 | 0.52 | 0.63 | 0.40 | 0.00 | 0.22 | 0.64 | 0.69 | 0.76 |\n| myofibroblast cell | 422 | 0.62 | 0.80 | 0.82 | 0.42 | 0.00 | 0.42 | 0.58 | 0.64 | 0.80 |\n| thymic fibroblast type 2 | 404 | 0.68 | 0.23 | 0.43 | 0.07 | 0.00 | 0.15 | 0.61 | 0.65 | 0.55 |\n| mesenchymal stem cell of adipose tissue | 361 | 0.34 | 0.07 | 0.67 | 0.35 | 0.00 | 0.30 | 0.38 | 0.39 | 0.51 |\n| stromal cell | 298 | 0.88 | 0.64 | 0.50 | 0.15 | 0.00 | 0.40 | 0.80 | 0.85 | 0.93 |\n| thymic fibroblast type 1 | 334 | 0.67 | 0.39 | 0.64 | 0.11 | 0.00 | 0.03 | 0.55 | 0.53 | 0.64 |\n| ventricular cardiac muscle cell | 247 | 0.42 | 0.24 | 0.61 | 0.42 | 0.00 | 0.50 | 0.69 | 0.67 | 0.71 |\n| fibroblast of cardiac tissue | 193 | 0.70 | 0.95 | 0.94 | 0.11 | 0.00 | 0.05 | 0.76 | 0.76 | 0.95 |\n| alveolar adventitial fibroblast | 123 | 0.79 | 0.82 | 0.67 | 0.28 | 0.00 | 0.09 | 0.62 | 0.80 | 0.83 |\n| adventitial cell | 106 | 0.24 | 0.25 | 0.15 | 0.01 | 0.00 | 0.15 | 0.31 | 0.38 | 0.46 |\n| theca cell | 120 | 0.71 | 0.81 | 0.88 | 0.60 | 0.00 | 0.72 | 0.83 | 0.76 | 0.88 |\n| keratocyte | 92 | 0.47 | 0.37 | 0.46 | 0.02 | 0.00 | 0.13 | 0.47 | 0.42 | 0.57 |\n| myometrial cell | 102 | 0.89 | 0.46 | 0.90 | 0.52 | 0.00 | 0.67 | 0.73 | 0.76 | 0.90 |\n| mural cell | 61 | 0.47 | 0.76 | 0.69 | 0.20 | 0.00 | 0.29 | 0.52 | 0.59 | 0.80 |\n| Mueller cell | 50 | 0.98 | 0.98 | 0.98 | 0.81 | 0.00 | 0.80 | 0.96 | 0.90 | 0.98 |\n| fast muscle cell | 54 | 0.38 | 0.73 | 0.78 | 0.71 | 0.00 | 0.77 | 0.85 | 0.86 | 0.87 |\n| pancreatic stellate cell | 37 | 0.69 | 0.00 | 0.51 | 0.11 | 0.00 | 0.05 | 0.68 | 0.75 | 0.74 |\n| tendon cell | 40 | 0.42 | 0.57 | 0.48 | 0.21 | 0.00 | 0.24 | 0.39 | 0.37 | 0.67 |\n| muscle cell | 34 | 0.71 | 0.33 | 0.68 | 0.60 | 0.00 | 0.72 | 0.97 | 0.93 | 0.94 |\n| Schwann cell | 34 | 0.76 | 0.83 | 0.89 | 0.82 | 0.00 | 0.39 | 0.79 | 0.70 | 0.91 |\n| melanocyte | 16 | 0.00 | 0.68 | 0.91 | 0.67 | 0.00 | 0.11 | 0.86 | 0.81 | 0.91 |\n| hepatic stellate cell | 29 | 0.52 | 0.12 | 0.64 | 0.21 | 0.00 | 0.13 | 0.75 | 0.81 | 0.68 |\n| bronchial smooth muscle cell | 15 | 0.30 | 0.39 | 0.09 | 0.08 | 0.00 | 0.14 | 0.32 | 0.32 | 0.46 |\n| tongue muscle cell | 17 | 0.58 | 0.64 | 0.67 | 0.10 | 0.00 | 0.59 | 0.73 | 0.55 | 0.62 |\n| slow muscle cell | 14 | 0.60 | 0.87 | 0.51 | 0.29 | 0.00 | 0.76 | 0.87 | 0.87 | 0.87 |\n| connective tissue cell | 10 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.13 | 0.12 | 0.13 |\n| adipocyte | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| glial cell | 1 | 0.00 | 0.00 | 0.67 | 0.00 | 0.00 | 0.02 | 0.20 | 0.10 | 0.18 |\n| Leydig cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| mesenchymal 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| fibroblast | 74870 | 0.82 | 0.86 | 0.93 | 0.76 | 0.00 | 0.85 | 0.72 | 0.75 | 0.92 |\n| stromal cell of ovary | 31495 | 0.98 | 0.96 | 0.93 | 0.69 | 0.00 | 0.94 | 0.97 | 0.97 | 0.99 |\n| mesenchymal stem cell | 21232 | 0.93 | 0.91 | 0.94 | 0.55 | 0.00 | 0.94 | 0.90 | 0.90 | 0.97 |\n| smooth muscle cell | 16585 | 0.78 | 0.76 | 0.92 | 0.80 | 0.00 | 0.86 | 0.78 | 0.80 | 0.90 |\n| pericyte | 9783 | 0.71 | 0.71 | 0.90 | 0.75 | 0.00 | 0.74 | 0.71 | 0.74 | 0.84 |\n| skeletal muscle satellite stem cell | 5500 | 0.96 | 0.95 | 0.98 | 0.88 | 0.00 | 0.97 | 0.97 | 0.95 | 0.98 |\n| blood vessel smooth muscle cell | 5405 | 0.86 | 0.82 | 0.96 | 0.74 | 0.00 | 0.96 | 0.88 | 0.87 | 0.96 |\n| regular atrial cardiac myocyte | 5191 | 0.72 | 0.77 | 0.90 | 0.83 | 0.00 | 0.99 | 0.86 | 0.87 | 0.94 |\n| fibroblast of breast | 4729 | 0.97 | 0.13 | 0.78 | 0.35 | 0.00 | 0.95 | 0.95 | 0.82 | 0.99 |\n| vascular associated smooth muscle cell | 4547 | 0.71 | 0.40 | 0.80 | 0.60 | 0.00 | 0.78 | 0.66 | 0.71 | 0.80 |\n| myofibroblast cell | 4013 | 0.63 | 0.76 | 0.91 | 0.61 | 0.00 | 0.76 | 0.60 | 0.67 | 0.85 |\n| thymic fibroblast type 2 | 3801 | 0.70 | 0.17 | 0.69 | 0.25 | 0.00 | 0.77 | 0.63 | 0.66 | 0.88 |\n| mesenchymal stem cell of adipose tissue | 3414 | 0.35 | 0.05 | 0.77 | 0.54 | 0.00 | 0.49 | 0.39 | 0.43 | 0.55 |\n| stromal cell | 3140 | 0.89 | 0.61 | 0.70 | 0.40 | 0.00 | 0.88 | 0.81 | 0.85 | 0.94 |\n| thymic fibroblast type 1 | 2935 | 0.67 | 0.30 | 0.79 | 0.28 | 0.00 | 0.84 | 0.57 | 0.55 | 0.86 |\n| ventricular cardiac muscle cell | 2351 | 0.40 | 0.21 | 0.77 | 0.80 | 0.00 | 0.97 | 0.74 | 0.74 | 0.86 |\n| fibroblast of cardiac tissue | 1751 | 0.69 | 0.94 | 0.98 | 0.48 | 0.00 | 0.93 | 0.75 | 0.74 | 0.96 |\n| alveolar adventitial fibroblast | 988 | 0.81 | 0.80 | 0.73 | 0.37 | 0.00 | 0.84 | 0.62 | 0.85 | 0.95 |\n| adventitial cell | 938 | 0.25 | 0.09 | 0.63 | 0.32 | 0.00 | 0.53 | 0.32 | 0.39 | 0.66 |\n| theca cell | 918 | 0.70 | 0.61 | 0.92 | 0.82 | 0.00 | 0.50 | 0.79 | 0.69 | 0.89 |\n| keratocyte | 887 | 0.49 | 0.34 | 0.56 | 0.19 | 0.00 | 0.61 | 0.47 | 0.44 | 0.72 |\n| myometrial cell | 815 | 0.82 | 0.13 | 0.87 | 0.66 | 0.00 | 0.60 | 0.72 | 0.75 | 0.88 |\n| mural cell | 554 | 0.46 | 0.69 | 0.84 | 0.39 | 0.00 | 0.78 | 0.55 | 0.58 | 0.92 |\n| Mueller cell | 447 | 0.98 | 0.98 | 0.94 | 0.88 | 0.00 | 0.93 | 0.99 | 0.94 | 0.98 |\n| fast muscle cell | 441 | 0.42 | 0.69 | 0.84 | 0.85 | 0.00 | 0.80 | 0.89 | 0.93 | 0.94 |\n| pancreatic stellate cell | 396 | 0.61 | 0.05 | 0.84 | 0.40 | 0.00 | 0.64 | 0.70 | 0.77 | 0.80 |\n| tendon cell | 380 | 0.50 | 0.58 | 0.77 | 0.52 | 0.00 | 0.42 | 0.42 | 0.39 | 0.79 |\n| muscle cell | 372 | 0.72 | 0.13 | 0.79 | 0.89 | 0.00 | 0.92 | 0.98 | 1.00 | 0.99 |\n| Schwann cell | 281 | 0.61 | 0.74 | 0.86 | 0.80 | 0.00 | 0.71 | 0.82 | 0.72 | 0.87 |\n| melanocyte | 216 | 0.00 | 0.69 | 0.94 | 0.79 | 0.00 | 0.32 | 0.87 | 0.83 | 0.95 |\n| hepatic stellate cell | 193 | 0.49 | 0.00 | 0.81 | 0.43 | 0.00 | 0.70 | 0.70 | 0.76 | 0.82 |\n| bronchial smooth muscle cell | 204 | 0.38 | 0.44 | 0.65 | 0.35 | 0.00 | 0.49 | 0.53 | 0.56 | 0.73 |\n| tongue muscle cell | 185 | 0.46 | 0.54 | 0.87 | 0.37 | 0.00 | 0.75 | 0.84 | 0.70 | 0.91 |\n| slow muscle cell | 160 | 0.53 | 0.73 | 0.79 | 0.69 | 0.00 | 0.89 | 0.98 | 0.94 | 0.97 |\n| connective tissue cell | 142 | 0.00 | 0.00 | 0.51 | 0.18 | 0.00 | 0.11 | 0.25 | 0.21 | 0.86 |\n| adipocyte | 34 | 0.38 | 0.06 | 0.94 | 0.56 | 0.00 | 0.57 | 0.97 | 0.79 | 0.99 |\n| glial cell | 19 | 0.00 | 0.00 | 0.75 | 0.48 | 0.00 | 0.05 | 0.31 | 0.15 | 0.36 |\n| Leydig cell | 9 | 0.00 | 0.00 | 0.33 | 0.00 | 0.00 | 0.15 | 0.33 | 0.22 | 0.52 |\n| mesenchymal cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.02 | 0.31 | 0.57 | 0.00 |" }