| { | |
| "query_accuracy": "| Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| stromal cell of ovary | 3484 | 0.99 | 0.97 | 0.96 | 0.98 | 0.00 | 0.96 | 0.97 | 0.97 | 0.99 |\n| blood vessel smooth muscle cell | 660 | 0.97 | 0.92 | 0.95 | 0.96 | 0.00 | 0.95 | 0.95 | 0.93 | 0.97 |\n| stromal cell | 221 | 0.96 | 0.72 | 0.52 | 0.90 | 0.00 | 0.86 | 0.88 | 0.95 | 0.96 |\n| endothelial cell | 169 | 0.99 | 0.99 | 0.99 | 0.99 | 0.00 | 0.99 | 0.99 | 0.98 | 0.99 |\n| smooth muscle cell | 107 | 0.94 | 0.59 | 0.71 | 0.92 | 0.00 | 0.86 | 0.94 | 0.94 | 0.96 |\n| theca cell | 123 | 0.82 | 0.72 | 0.90 | 0.83 | 0.00 | 0.67 | 0.74 | 0.73 | 0.86 |\n| macrophage | 56 | 0.93 | 0.95 | 0.95 | 0.91 | 0.00 | 0.93 | 0.92 | 0.95 | 0.95 |\n| ovarian surface epithelial cell | 20 | 0.98 | 0.95 | 0.97 | 0.79 | 0.00 | 0.51 | 0.91 | 0.91 | 0.98 |\n| glandular epithelial cell | 27 | 0.98 | 0.90 | 0.98 | 0.82 | 0.00 | 0.93 | 0.98 | 0.95 | 1.00 |\n| CD8-positive, alpha-beta T cell | 8 | 0.57 | 0.74 | 0.63 | 0.67 | 0.00 | 0.78 | 0.80 | 0.80 | 0.70 |\n| leukocyte | 4 | 0.00 | 0.00 | 0.57 | 0.40 | 0.00 | 0.86 | 0.86 | 0.67 | 0.40 |\n| CD4-positive, alpha-beta T cell | 5 | 0.00 | 0.50 | 0.25 | 0.00 | 0.00 | 0.40 | 0.00 | 0.33 | 0.29 |\n| glial cell | 1 | 0.67 | 0.00 | 0.00 | 0.00 | 0.00 | 0.06 | 0.67 | 0.67 | 0.67 |\n| oocyte | 3 | 1.00 | 1.00 | 1.00 | 0.86 | 0.00 | 0.86 | 1.00 | 1.00 | 1.00 |\n| neutrophil | 2 | 0.00 | 1.00 | 1.00 | 0.67 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| plasma cell | 4 | 0.00 | 0.00 | 0.86 | 0.40 | 0.00 | 0.57 | 0.40 | 0.86 | 0.67 |\n| epithelial cell | 1 | 0.00 | 0.00 | 1.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| plasmacytoid dendritic 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| B cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| classical monocyte | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| mast cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.50 | 0.00 | 1.00 | 0.00 |\n| mature NK T cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| T cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| myeloid dendritic cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |\n| hematopoietic precursor 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 of ovary | 31519 | 0.98 | 0.97 | 0.98 | 0.99 | 0.00 | 0.97 | 0.97 | 0.97 | 0.99 |\n| blood vessel smooth muscle cell | 5982 | 0.97 | 0.89 | 0.97 | 0.97 | 0.00 | 0.96 | 0.95 | 0.93 | 0.98 |\n| stromal cell | 1938 | 0.95 | 0.73 | 0.73 | 0.93 | 0.00 | 0.94 | 0.90 | 0.94 | 0.98 |\n| endothelial cell | 1555 | 0.99 | 0.98 | 0.99 | 0.99 | 0.00 | 0.99 | 0.99 | 0.98 | 1.00 |\n| smooth muscle cell | 1164 | 0.96 | 0.56 | 0.85 | 0.93 | 0.00 | 0.93 | 0.96 | 0.96 | 0.98 |\n| theca cell | 915 | 0.76 | 0.59 | 0.94 | 0.86 | 0.00 | 0.68 | 0.72 | 0.68 | 0.84 |\n| macrophage | 348 | 0.89 | 0.93 | 0.96 | 0.90 | 0.00 | 0.95 | 0.98 | 0.98 | 0.98 |\n| ovarian surface epithelial cell | 221 | 0.96 | 0.95 | 0.98 | 0.89 | 0.00 | 0.57 | 0.92 | 0.91 | 1.00 |\n| glandular epithelial cell | 208 | 0.95 | 0.86 | 0.99 | 0.86 | 0.00 | 0.90 | 0.98 | 0.96 | 0.99 |\n| CD8-positive, alpha-beta T cell | 65 | 0.63 | 0.76 | 0.84 | 0.76 | 0.00 | 0.98 | 1.00 | 1.00 | 0.93 |\n| leukocyte | 23 | 0.00 | 0.30 | 0.77 | 0.73 | 0.00 | 0.96 | 1.00 | 1.00 | 0.95 |\n| CD4-positive, alpha-beta T cell | 18 | 0.00 | 0.09 | 0.39 | 0.46 | 0.00 | 0.84 | 1.00 | 1.00 | 0.80 |\n| glial cell | 19 | 0.76 | 0.10 | 0.79 | 0.61 | 0.00 | 0.17 | 0.90 | 0.83 | 0.84 |\n| oocyte | 15 | 0.88 | 0.87 | 0.87 | 0.90 | 0.00 | 0.86 | 0.81 | 0.86 | 0.88 |\n| neutrophil | 15 | 0.00 | 0.97 | 1.00 | 0.42 | 0.00 | 0.97 | 1.00 | 1.00 | 1.00 |\n| plasma cell | 10 | 0.00 | 0.57 | 0.82 | 0.40 | 0.00 | 0.72 | 0.95 | 0.83 | 0.95 |\n| epithelial cell | 8 | 0.00 | 0.00 | 0.80 | 0.86 | 0.00 | 0.70 | 1.00 | 1.00 | 1.00 |\n| plasmacytoid dendritic cell | 5 | 0.00 | 0.00 | 0.60 | 0.67 | 0.00 | 0.62 | 1.00 | 1.00 | 1.00 |\n| monocyte | 4 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.86 | 1.00 | 1.00 | 0.00 |\n| B cell | 3 | 0.00 | 0.00 | 0.80 | 0.00 | 0.00 | 0.46 | 1.00 | 1.00 | 1.00 |\n| classical monocyte | 3 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.21 | 1.00 | 1.00 | 0.50 |\n| mast cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.40 | 1.00 | 1.00 | 1.00 |\n| mature NK T cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.80 | 1.00 | 1.00 | 0.67 |\n| T cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.15 | 1.00 | 1.00 | 1.00 |\n| myeloid dendritic cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | 1.00 | 0.00 |\n| hematopoietic precursor cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |" | |
| } |