| { | |
| "query_accuracy": "| Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| bladder urothelial cell | 2776 | 0.99 | 0.99 | 0.99 | 0.99 | 0.00 | 0.95 | 0.99 | 0.99 | 0.99 |\n| fibroblast | 1377 | 0.95 | 0.97 | 0.98 | 0.97 | 0.00 | 0.94 | 0.96 | 0.96 | 0.97 |\n| monocyte | 457 | 0.88 | 0.90 | 0.92 | 0.93 | 0.00 | 0.90 | 0.89 | 0.89 | 0.93 |\n| CD8-positive, alpha-beta T cell | 413 | 0.85 | 0.88 | 0.90 | 0.80 | 0.00 | 0.87 | 0.86 | 0.90 | 0.91 |\n| macrophage | 336 | 0.86 | 0.89 | 0.92 | 0.92 | 0.00 | 0.91 | 0.88 | 0.89 | 0.92 |\n| myofibroblast cell | 317 | 0.85 | 0.91 | 0.93 | 0.92 | 0.00 | 0.82 | 0.89 | 0.88 | 0.91 |\n| CD4-positive, alpha-beta T cell | 224 | 0.69 | 0.76 | 0.78 | 0.59 | 0.00 | 0.73 | 0.73 | 0.83 | 0.84 |\n| mast cell | 165 | 0.97 | 0.99 | 0.98 | 0.99 | 0.00 | 0.97 | 0.99 | 0.98 | 0.99 |\n| plasma cell | 132 | 0.95 | 0.93 | 0.97 | 0.98 | 0.00 | 0.95 | 0.97 | 0.95 | 0.97 |\n| pericyte | 112 | 0.93 | 0.96 | 0.95 | 0.95 | 0.00 | 0.92 | 0.96 | 0.95 | 0.96 |\n| smooth muscle cell | 97 | 0.96 | 0.97 | 0.97 | 0.98 | 0.00 | 0.89 | 0.96 | 0.93 | 0.96 |\n| T cell | 64 | 0.43 | 0.08 | 0.40 | 0.21 | 0.00 | 0.47 | 0.43 | 0.54 | 0.58 |\n| B cell | 51 | 0.98 | 0.98 | 0.98 | 0.97 | 0.00 | 0.94 | 0.94 | 0.93 | 0.98 |\n| vein endothelial cell | 37 | 0.82 | 0.88 | 0.89 | 0.84 | 0.00 | 0.80 | 0.87 | 0.89 | 0.90 |\n| neutrophil | 24 | 0.96 | 0.98 | 1.00 | 0.94 | 0.00 | 0.67 | 0.94 | 0.91 | 0.96 |\n| natural killer cell | 13 | 0.63 | 0.19 | 0.71 | 0.38 | 0.00 | 0.20 | 0.56 | 0.67 | 0.74 |\n| endothelial cell of lymphatic vessel | 14 | 0.90 | 0.90 | 0.90 | 0.76 | 0.00 | 0.65 | 0.93 | 0.90 | 0.90 |\n| capillary endothelial cell | 7 | 0.40 | 0.36 | 0.67 | 0.55 | 0.00 | 0.60 | 0.86 | 0.92 | 0.83 |\n| erythrocyte | 12 | 0.91 | 0.32 | 0.88 | 0.91 | 0.00 | 0.31 | 0.89 | 0.75 | 0.96 |\n| mature NK T cell | 7 | 0.62 | 0.44 | 0.46 | 0.60 | 0.00 | 0.60 | 0.78 | 0.71 | 0.71 |\n| endothelial cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.25 | 0.00 | 0.00 | 0.00 |\n| regulatory T cell | 2 | 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| bladder urothelial cell | 24465 | 0.99 | 0.99 | 0.99 | 0.99 | 0.00 | 0.96 | 0.99 | 0.99 | 0.99 |\n| fibroblast | 12389 | 0.95 | 0.97 | 0.98 | 0.97 | 0.00 | 0.93 | 0.96 | 0.95 | 0.97 |\n| monocyte | 4398 | 0.89 | 0.92 | 0.94 | 0.94 | 0.00 | 0.91 | 0.91 | 0.91 | 0.94 |\n| CD8-positive, alpha-beta T cell | 4019 | 0.85 | 0.89 | 0.90 | 0.82 | 0.00 | 0.88 | 0.88 | 0.91 | 0.92 |\n| macrophage | 2816 | 0.84 | 0.88 | 0.91 | 0.91 | 0.00 | 0.89 | 0.88 | 0.88 | 0.92 |\n| myofibroblast cell | 2819 | 0.85 | 0.91 | 0.92 | 0.91 | 0.00 | 0.80 | 0.89 | 0.87 | 0.91 |\n| CD4-positive, alpha-beta T cell | 1965 | 0.67 | 0.74 | 0.77 | 0.61 | 0.00 | 0.76 | 0.81 | 0.87 | 0.84 |\n| mast cell | 1403 | 0.97 | 0.98 | 0.98 | 0.98 | 0.00 | 0.97 | 0.99 | 0.98 | 0.99 |\n| plasma cell | 1073 | 0.96 | 0.97 | 0.98 | 0.98 | 0.00 | 0.97 | 0.98 | 0.97 | 0.98 |\n| pericyte | 1072 | 0.96 | 0.96 | 0.96 | 0.96 | 0.00 | 0.92 | 0.97 | 0.96 | 0.97 |\n| smooth muscle cell | 956 | 0.95 | 0.96 | 0.97 | 0.97 | 0.00 | 0.88 | 0.96 | 0.95 | 0.96 |\n| T cell | 717 | 0.42 | 0.17 | 0.51 | 0.29 | 0.00 | 0.55 | 0.61 | 0.68 | 0.71 |\n| B cell | 433 | 0.95 | 0.94 | 0.94 | 0.95 | 0.00 | 0.92 | 0.95 | 0.95 | 0.96 |\n| vein endothelial cell | 401 | 0.82 | 0.87 | 0.88 | 0.86 | 0.00 | 0.94 | 0.96 | 0.97 | 0.91 |\n| neutrophil | 217 | 0.95 | 0.96 | 0.97 | 0.93 | 0.00 | 0.69 | 0.95 | 0.91 | 0.95 |\n| natural killer cell | 152 | 0.58 | 0.39 | 0.63 | 0.39 | 0.00 | 0.28 | 0.76 | 0.77 | 0.79 |\n| endothelial cell of lymphatic vessel | 113 | 0.89 | 0.90 | 0.90 | 0.84 | 0.00 | 0.78 | 0.98 | 0.97 | 0.94 |\n| capillary endothelial cell | 100 | 0.36 | 0.58 | 0.61 | 0.52 | 0.00 | 0.83 | 0.98 | 0.99 | 0.78 |\n| erythrocyte | 94 | 0.93 | 0.39 | 0.96 | 0.89 | 0.00 | 0.37 | 0.90 | 0.79 | 0.98 |\n| mature NK T cell | 88 | 0.53 | 0.47 | 0.67 | 0.23 | 0.00 | 0.75 | 0.82 | 0.88 | 0.89 |\n| endothelial cell | 35 | 0.00 | 0.00 | 0.05 | 0.29 | 0.00 | 0.72 | 0.96 | 0.96 | 0.65 |\n| regulatory T cell | 21 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.32 | 0.75 | 0.72 | 0.65 |" | |
| } |