| { | |
| "query_accuracy": "| Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| fibroblast | 8260 | 0.82 | 0.79 | 0.88 | 0.69 | 0.00 | 0.61 | 0.70 | 0.73 | 0.89 |\n| stromal cell of ovary | 3509 | 0.97 | 0.94 | 0.89 | 0.60 | 0.00 | 0.50 | 0.96 | 0.96 | 0.99 |\n| mesenchymal stem cell | 2266 | 0.93 | 0.75 | 0.88 | 0.33 | 0.00 | 0.40 | 0.90 | 0.89 | 0.95 |\n| smooth muscle cell | 1815 | 0.79 | 0.66 | 0.85 | 0.70 | 0.00 | 0.64 | 0.77 | 0.81 | 0.83 |\n| pericyte | 1105 | 0.72 | 0.63 | 0.83 | 0.66 | 0.00 | 0.49 | 0.71 | 0.74 | 0.78 |\n| skeletal muscle satellite stem cell | 670 | 0.95 | 0.95 | 0.96 | 0.76 | 0.00 | 0.70 | 0.95 | 0.96 | 0.97 |\n| blood vessel smooth muscle cell | 580 | 0.88 | 0.49 | 0.92 | 0.67 | 0.00 | 0.43 | 0.88 | 0.86 | 0.95 |\n| regular atrial cardiac myocyte | 621 | 0.80 | 0.43 | 0.74 | 0.30 | 0.00 | 0.10 | 0.90 | 0.94 | 0.92 |\n| fibroblast of breast | 541 | 0.97 | 0.00 | 0.71 | 0.14 | 0.00 | 0.10 | 0.90 | 0.80 | 0.93 |\n| vascular associated smooth muscle cell | 474 | 0.72 | 0.04 | 0.62 | 0.48 | 0.00 | 0.19 | 0.64 | 0.73 | 0.73 |\n| myofibroblast cell | 414 | 0.56 | 0.29 | 0.80 | 0.39 | 0.00 | 0.44 | 0.56 | 0.60 | 0.77 |\n| thymic fibroblast type 2 | 401 | 0.69 | 0.00 | 0.43 | 0.07 | 0.00 | 0.23 | 0.61 | 0.65 | 0.54 |\n| mesenchymal stem cell of adipose tissue | 359 | 0.35 | 0.00 | 0.64 | 0.27 | 0.00 | 0.22 | 0.34 | 0.38 | 0.50 |\n| stromal cell | 289 | 0.79 | 0.02 | 0.49 | 0.30 | 0.00 | 0.37 | 0.75 | 0.80 | 0.94 |\n| thymic fibroblast type 1 | 339 | 0.66 | 0.01 | 0.60 | 0.17 | 0.00 | 0.12 | 0.57 | 0.55 | 0.63 |\n| ventricular cardiac muscle cell | 245 | 0.45 | 0.11 | 0.61 | 0.38 | 0.00 | 0.47 | 0.79 | 0.86 | 0.80 |\n| fibroblast of cardiac tissue | 186 | 0.96 | 0.54 | 0.92 | 0.07 | 0.00 | 0.48 | 0.81 | 0.75 | 0.95 |\n| alveolar adventitial fibroblast | 124 | 0.80 | 0.40 | 0.63 | 0.14 | 0.00 | 0.32 | 0.57 | 0.80 | 0.79 |\n| adventitial cell | 106 | 0.25 | 0.00 | 0.13 | 0.07 | 0.00 | 0.11 | 0.30 | 0.46 | 0.51 |\n| theca cell | 120 | 0.69 | 0.27 | 0.88 | 0.61 | 0.00 | 0.63 | 0.81 | 0.68 | 0.88 |\n| keratocyte | 91 | 0.58 | 0.04 | 0.36 | 0.05 | 0.00 | 0.10 | 0.41 | 0.44 | 0.58 |\n| myometrial cell | 101 | 0.87 | 0.00 | 0.88 | 0.16 | 0.00 | 0.36 | 0.64 | 0.72 | 0.87 |\n| mural cell | 57 | 0.57 | 0.54 | 0.76 | 0.27 | 0.00 | 0.27 | 0.53 | 0.55 | 0.88 |\n| Mueller cell | 50 | 0.92 | 0.63 | 0.97 | 0.72 | 0.00 | 0.59 | 0.97 | 0.97 | 0.98 |\n| fast muscle cell | 53 | 0.63 | 0.70 | 0.83 | 0.72 | 0.00 | 0.85 | 0.83 | 0.88 | 0.91 |\n| pancreatic stellate cell | 38 | 0.43 | 0.00 | 0.52 | 0.16 | 0.00 | 0.00 | 0.80 | 0.81 | 0.73 |\n| tendon cell | 40 | 0.28 | 0.14 | 0.52 | 0.11 | 0.00 | 0.11 | 0.31 | 0.39 | 0.64 |\n| muscle cell | 36 | 0.78 | 0.00 | 0.69 | 0.63 | 0.00 | 0.73 | 0.92 | 0.96 | 0.96 |\n| Schwann cell | 33 | 0.71 | 0.75 | 0.79 | 0.72 | 0.00 | 0.20 | 0.70 | 0.74 | 0.82 |\n| melanocyte | 16 | 0.00 | 0.67 | 0.79 | 0.71 | 0.00 | 0.20 | 0.71 | 0.70 | 0.91 |\n| hepatic stellate cell | 29 | 0.24 | 0.00 | 0.70 | 0.19 | 0.00 | 0.16 | 0.84 | 0.84 | 0.71 |\n| bronchial smooth muscle cell | 12 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.12 | 0.20 | 0.28 | 0.29 |\n| tongue muscle cell | 11 | 0.00 | 0.43 | 0.67 | 0.13 | 0.00 | 0.10 | 0.59 | 0.33 | 0.71 |\n| slow muscle cell | 14 | 0.00 | 0.55 | 0.67 | 0.20 | 0.00 | 0.83 | 0.87 | 0.87 | 0.90 |\n| connective tissue cell | 9 | 0.00 | 0.00 | 0.00 | 0.12 | 0.00 | 0.02 | 0.33 | 0.22 | 0.40 |\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 | 1.00 | 1.00 | 0.00 | 0.29 | 0.40 | 0.11 | 1.00 |\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 bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| fibroblast | 74880 | 0.82 | 0.71 | 0.93 | 0.77 | 0.00 | 0.84 | 0.70 | 0.73 | 0.92 |\n| stromal cell of ovary | 31494 | 0.97 | 0.45 | 0.91 | 0.73 | 0.00 | 0.96 | 0.96 | 0.96 | 0.99 |\n| mesenchymal stem cell | 21230 | 0.93 | 0.61 | 0.94 | 0.51 | 0.00 | 0.93 | 0.90 | 0.90 | 0.97 |\n| smooth muscle cell | 16574 | 0.79 | 0.59 | 0.92 | 0.79 | 0.00 | 0.86 | 0.78 | 0.81 | 0.89 |\n| pericyte | 9773 | 0.71 | 0.52 | 0.90 | 0.76 | 0.00 | 0.75 | 0.72 | 0.76 | 0.83 |\n| skeletal muscle satellite stem cell | 5498 | 0.94 | 0.93 | 0.98 | 0.85 | 0.00 | 0.95 | 0.96 | 0.95 | 0.98 |\n| blood vessel smooth muscle cell | 5407 | 0.89 | 0.13 | 0.96 | 0.77 | 0.00 | 0.94 | 0.88 | 0.87 | 0.96 |\n| regular atrial cardiac myocyte | 5190 | 0.78 | 0.12 | 0.90 | 0.76 | 0.00 | 0.98 | 0.91 | 0.95 | 0.97 |\n| fibroblast of breast | 4729 | 0.98 | 0.00 | 0.76 | 0.38 | 0.00 | 0.95 | 0.90 | 0.78 | 0.99 |\n| vascular associated smooth muscle cell | 4544 | 0.71 | 0.01 | 0.79 | 0.63 | 0.00 | 0.74 | 0.66 | 0.72 | 0.82 |\n| myofibroblast cell | 4021 | 0.59 | 0.09 | 0.90 | 0.62 | 0.00 | 0.60 | 0.58 | 0.63 | 0.82 |\n| thymic fibroblast type 2 | 3802 | 0.69 | 0.00 | 0.67 | 0.30 | 0.00 | 0.88 | 0.63 | 0.67 | 0.89 |\n| mesenchymal stem cell of adipose tissue | 3413 | 0.36 | 0.00 | 0.77 | 0.48 | 0.00 | 0.48 | 0.37 | 0.42 | 0.54 |\n| stromal cell | 3139 | 0.80 | 0.00 | 0.69 | 0.46 | 0.00 | 0.80 | 0.78 | 0.82 | 0.94 |\n| thymic fibroblast type 1 | 2930 | 0.62 | 0.00 | 0.79 | 0.29 | 0.00 | 0.85 | 0.59 | 0.55 | 0.87 |\n| ventricular cardiac muscle cell | 2353 | 0.43 | 0.00 | 0.79 | 0.74 | 0.00 | 0.98 | 0.82 | 0.90 | 0.93 |\n| fibroblast of cardiac tissue | 1751 | 0.96 | 0.26 | 0.98 | 0.46 | 0.00 | 0.93 | 0.79 | 0.74 | 0.95 |\n| alveolar adventitial fibroblast | 987 | 0.82 | 0.25 | 0.74 | 0.33 | 0.00 | 0.81 | 0.60 | 0.85 | 0.94 |\n| adventitial cell | 938 | 0.25 | 0.00 | 0.63 | 0.28 | 0.00 | 0.45 | 0.31 | 0.45 | 0.68 |\n| theca cell | 918 | 0.65 | 0.04 | 0.92 | 0.78 | 0.00 | 0.64 | 0.76 | 0.64 | 0.81 |\n| keratocyte | 883 | 0.59 | 0.01 | 0.54 | 0.16 | 0.00 | 0.46 | 0.41 | 0.47 | 0.73 |\n| myometrial cell | 816 | 0.82 | 0.00 | 0.87 | 0.62 | 0.00 | 0.64 | 0.59 | 0.72 | 0.87 |\n| mural cell | 557 | 0.58 | 0.42 | 0.83 | 0.43 | 0.00 | 0.60 | 0.59 | 0.60 | 0.93 |\n| Mueller cell | 445 | 0.89 | 0.30 | 0.96 | 0.87 | 0.00 | 0.85 | 0.99 | 0.96 | 0.98 |\n| fast muscle cell | 442 | 0.58 | 0.63 | 0.89 | 0.82 | 0.00 | 0.89 | 0.85 | 0.92 | 0.95 |\n| pancreatic stellate cell | 386 | 0.39 | 0.00 | 0.83 | 0.30 | 0.00 | 0.78 | 0.80 | 0.79 | 0.81 |\n| tendon cell | 380 | 0.30 | 0.02 | 0.80 | 0.43 | 0.00 | 0.31 | 0.35 | 0.40 | 0.71 |\n| muscle cell | 370 | 0.77 | 0.01 | 0.89 | 0.90 | 0.00 | 0.92 | 0.98 | 0.99 | 0.99 |\n| Schwann cell | 279 | 0.61 | 0.42 | 0.88 | 0.79 | 0.00 | 0.32 | 0.70 | 0.82 | 0.86 |\n| melanocyte | 215 | 0.00 | 0.52 | 0.93 | 0.71 | 0.00 | 0.45 | 0.76 | 0.82 | 0.96 |\n| hepatic stellate cell | 193 | 0.26 | 0.00 | 0.79 | 0.45 | 0.00 | 0.67 | 0.80 | 0.74 | 0.84 |\n| bronchial smooth muscle cell | 207 | 0.00 | 0.00 | 0.59 | 0.34 | 0.00 | 0.47 | 0.47 | 0.56 | 0.76 |\n| tongue muscle cell | 187 | 0.00 | 0.05 | 0.87 | 0.37 | 0.00 | 0.62 | 0.87 | 0.51 | 0.94 |\n| slow muscle cell | 160 | 0.00 | 0.50 | 0.82 | 0.57 | 0.00 | 0.87 | 0.93 | 0.95 | 0.96 |\n| connective tissue cell | 142 | 0.00 | 0.00 | 0.46 | 0.23 | 0.00 | 0.31 | 0.54 | 0.36 | 0.77 |\n| adipocyte | 33 | 0.00 | 0.00 | 0.96 | 0.86 | 0.00 | 0.37 | 0.93 | 0.86 | 0.97 |\n| glial cell | 19 | 0.00 | 0.00 | 0.79 | 0.50 | 0.00 | 0.41 | 0.41 | 0.18 | 0.61 |\n| Leydig cell | 9 | 0.00 | 0.00 | 0.00 | 0.13 | 0.00 | 0.12 | 0.86 | 0.20 | 0.46 |\n| mesenchymal cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.02 | 0.21 | 0.57 | 0.67 |" | |
| } |