| Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |
|---|---|---|---|---|---|---|---|---|---|---|
| stromal cell of ovary | 3485 | 0.98 | 0.97 | 0.97 | 0.97 | 0.00 | 0.97 | 0.97 | 0.97 | 0.99 |
| blood vessel smooth muscle cell | 656 | 0.97 | 0.92 | 0.95 | 0.92 | 0.00 | 0.96 | 0.94 | 0.92 | 0.97 |
| stromal cell | 221 | 0.96 | 0.74 | 0.53 | 0.50 | 0.00 | 0.90 | 0.83 | 0.94 | 0.97 |
| endothelial cell | 171 | 0.99 | 0.99 | 1.00 | 0.98 | 0.00 | 0.99 | 0.99 | 0.98 | 0.99 |
| smooth muscle cell | 106 | 0.95 | 0.62 | 0.69 | 0.49 | 0.00 | 0.90 | 0.95 | 0.94 | 0.97 |
| theca cell | 122 | 0.73 | 0.72 | 0.90 | 0.85 | 0.00 | 0.72 | 0.76 | 0.74 | 0.86 |
| macrophage | 57 | 0.93 | 0.95 | 0.94 | 0.88 | 0.00 | 0.89 | 0.93 | 0.94 | 0.94 |
| ovarian surface epithelial cell | 21 | 0.98 | 0.98 | 0.98 | 0.91 | 0.00 | 0.55 | 0.95 | 0.95 | 0.98 |
| glandular epithelial cell | 27 | 0.98 | 0.96 | 1.00 | 0.92 | 0.00 | 0.96 | 0.96 | 0.92 | 1.00 |
| CD8-positive, alpha-beta T cell | 8 | 0.62 | 0.64 | 0.64 | 0.67 | 0.00 | 0.60 | 0.73 | 0.80 | 0.70 |
| leukocyte | 4 | 0.00 | 0.00 | 0.40 | 0.40 | 0.00 | 0.25 | 0.67 | 0.67 | 0.40 |
| CD4-positive, alpha-beta T cell | 6 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.46 | 0.00 | 0.29 | 0.00 |
| glial cell | 1 | 0.67 | 0.00 | 0.67 | 0.00 | 0.00 | 0.15 | 0.67 | 0.67 | 0.67 |
| oocyte | 3 | 0.00 | 1.00 | 1.00 | 1.00 | 0.00 | 0.86 | 1.00 | 1.00 | 1.00 |
| neutrophil | 2 | 1.00 | 1.00 | 1.00 | 0.50 | 0.00 | 0.80 | 1.00 | 1.00 | 1.00 |
| plasma cell | 4 | 0.67 | 0.67 | 0.40 | 0.00 | 0.00 | 0.57 | 0.67 | 0.67 | 0.67 |
| epithelial cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | 0.00 | 0.00 | 0.00 |
| unassigned | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| plasmacytoid dendritic cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| monocyte | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| classical monocyte | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| B cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| mast cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| mature NK T cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| T cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| myeloid dendritic cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| hematopoietic precursor cell | 0 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |
|---|---|---|---|---|---|---|---|---|---|---|
| stromal cell of ovary | 31518 | 0.98 | 0.98 | 0.98 | 0.98 | 0.00 | 0.97 | 0.97 | 0.97 | 0.99 |
| blood vessel smooth muscle cell | 5986 | 0.97 | 0.91 | 0.97 | 0.93 | 0.00 | 0.96 | 0.95 | 0.93 | 0.98 |
| stromal cell | 1938 | 0.97 | 0.76 | 0.69 | 0.65 | 0.00 | 0.95 | 0.85 | 0.92 | 0.98 |
| endothelial cell | 1553 | 0.99 | 0.99 | 0.99 | 0.99 | 0.00 | 0.99 | 0.99 | 0.98 | 0.99 |
| smooth muscle cell | 1165 | 0.97 | 0.58 | 0.80 | 0.60 | 0.00 | 0.93 | 0.96 | 0.96 | 0.98 |
| theca cell | 916 | 0.71 | 0.75 | 0.92 | 0.82 | 0.00 | 0.72 | 0.72 | 0.70 | 0.86 |
| macrophage | 347 | 0.91 | 0.94 | 0.95 | 0.93 | 0.00 | 0.94 | 0.99 | 0.98 | 0.98 |
| ovarian surface epithelial cell | 220 | 0.96 | 0.97 | 0.97 | 0.94 | 0.00 | 0.59 | 0.94 | 0.97 | 0.98 |
| glandular epithelial cell | 208 | 0.95 | 0.92 | 0.99 | 0.94 | 0.00 | 0.89 | 0.95 | 0.92 | 0.99 |
| CD8-positive, alpha-beta T cell | 65 | 0.68 | 0.78 | 0.80 | 0.74 | 0.00 | 0.80 | 1.00 | 1.00 | 0.85 |
| leukocyte | 23 | 0.00 | 0.00 | 0.45 | 0.40 | 0.00 | 0.58 | 1.00 | 0.98 | 0.76 |
| CD4-positive, alpha-beta T cell | 17 | 0.00 | 0.00 | 0.00 | 0.23 | 0.00 | 0.80 | 1.00 | 1.00 | 0.30 |
| glial cell | 19 | 0.76 | 0.65 | 0.81 | 0.67 | 0.00 | 0.45 | 0.84 | 0.79 | 0.88 |
| oocyte | 15 | 0.00 | 0.90 | 0.88 | 0.88 | 0.00 | 0.73 | 0.81 | 0.86 | 0.88 |
| neutrophil | 15 | 0.77 | 0.94 | 0.94 | 0.50 | 0.00 | 0.86 | 1.00 | 1.00 | 1.00 |
| plasma cell | 10 | 0.44 | 0.82 | 0.75 | 0.00 | 0.00 | 0.91 | 0.95 | 0.95 | 0.95 |
| epithelial cell | 8 | 0.00 | 0.00 | 0.20 | 0.40 | 0.00 | 0.84 | 1.00 | 1.00 | 0.55 |
| unassigned | 9 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| plasmacytoid dendritic cell | 5 | 0.00 | 0.00 | 0.67 | 0.18 | 0.00 | 0.08 | 1.00 | 1.00 | 1.00 |
| monocyte | 4 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | 1.00 | 1.00 | 0.00 |
| classical monocyte | 3 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.18 | 1.00 | 1.00 | 0.50 |
| B cell | 3 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.75 | 1.00 | 1.00 | 1.00 |
| mast cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.40 | 1.00 | 1.00 | 1.00 |
| mature NK T cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | 1.00 | 1.00 | 0.00 |
| T cell | 2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | 1.00 | 0.80 | 0.67 |
| myeloid dendritic cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.67 | 1.00 | 1.00 | 0.00 |
| hematopoietic precursor cell | 1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.29 | 1.00 | 1.00 | 1.00 |
