| { | |
| "query_accuracy": "| Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| stromal cell | 108 | 0.99 | 0.96 | 0.98 | 0.96 | 0.00 | 0.97 | 0.99 | 0.98 | 0.99 |\n| pericyte | 80 | 0.98 | 0.99 | 0.98 | 0.98 | 0.00 | 0.98 | 0.99 | 0.98 | 0.99 |\n| macrophage | 39 | 0.97 | 0.95 | 0.96 | 0.94 | 0.00 | 0.94 | 0.95 | 0.94 | 0.95 |\n| supporting cell of vestibular epithelium | 19 | 1.00 | 0.91 | 1.00 | 0.92 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| endothelial cell of vascular tree | 20 | 0.97 | 0.90 | 0.92 | 0.90 | 0.00 | 0.90 | 0.97 | 0.92 | 0.95 |\n| melanocyte | 14 | 0.96 | 0.96 | 0.96 | 1.00 | 0.00 | 1.00 | 1.00 | 0.96 | 1.00 |\n| hematopoietic cell | 9 | 0.75 | 0.94 | 0.75 | 0.82 | 0.00 | 0.90 | 0.94 | 0.80 | 0.94 |\n| vascular associated smooth muscle cell | 10 | 0.95 | 0.75 | 1.00 | 0.71 | 0.00 | 0.91 | 0.95 | 0.95 | 1.00 |\n| vestibular dark cell | 3 | 1.00 | 1.00 | 1.00 | 0.57 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| neutrophil | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| CD4-positive, alpha-beta T cell | 3 | 0.00 | 0.00 | 0.50 | 0.00 | 0.00 | 0.00 | 0.50 | 0.00 | 0.50 |\n| intermediate monocyte | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| mast cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| monocyte | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| CD8-positive, alpha-beta T cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| B 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| stromal cell | 1012 | 0.98 | 0.95 | 0.99 | 0.98 | 0.00 | 0.98 | 1.00 | 0.99 | 0.99 |\n| pericyte | 771 | 0.98 | 0.98 | 0.99 | 0.98 | 0.00 | 0.98 | 1.00 | 1.00 | 0.99 |\n| macrophage | 237 | 0.99 | 0.99 | 0.99 | 0.97 | 0.00 | 0.99 | 1.00 | 1.00 | 0.99 |\n| supporting cell of vestibular epithelium | 251 | 0.98 | 0.91 | 0.99 | 0.94 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| endothelial cell of vascular tree | 132 | 0.93 | 0.83 | 0.96 | 0.89 | 0.00 | 0.91 | 0.99 | 0.97 | 0.97 |\n| melanocyte | 114 | 0.99 | 0.91 | 1.00 | 0.95 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| hematopoietic cell | 91 | 0.77 | 0.78 | 0.87 | 0.81 | 0.00 | 0.86 | 0.99 | 0.99 | 0.93 |\n| vascular associated smooth muscle cell | 73 | 0.91 | 0.74 | 0.95 | 0.82 | 0.00 | 0.94 | 0.95 | 0.97 | 0.98 |\n| vestibular dark cell | 46 | 0.91 | 0.93 | 0.97 | 0.52 | 0.00 | 0.96 | 1.00 | 1.00 | 0.99 |\n| neutrophil | 9 | 0.51 | 0.95 | 0.86 | 0.50 | 0.00 | 0.90 | 1.00 | 1.00 | 1.00 |\n| CD4-positive, alpha-beta T cell | 4 | 0.00 | 0.00 | 0.40 | 0.44 | 0.00 | 0.55 | 1.00 | 1.00 | 0.60 |\n| intermediate monocyte | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | 1.00 | 0.00 |\n| mast cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.67 | 1.00 | 1.00 | 0.67 |\n| monocyte | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| CD8-positive, alpha-beta T cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | 1.00 | 0.00 |\n| B cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | 1.00 | 1.00 |" | |
| } |