{ "query_accuracy": "| Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| type B pancreatic cell | 124 | 0.93 | 0.93 | 0.93 | 0.92 | 0.00 | 0.94 | 0.95 | 0.93 | 0.94 |\n| pancreatic acinar cell | 62 | 1.00 | 1.00 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| pancreatic A cell | 57 | 0.90 | 0.89 | 0.87 | 0.83 | 0.00 | 0.86 | 0.91 | 0.91 | 0.89 |\n| pancreatic ductal cell | 34 | 1.00 | 1.00 | 1.00 | 1.00 | 0.00 | 1.00 | 1.00 | 1.00 | 1.00 |\n| endothelial cell | 23 | 0.98 | 0.98 | 0.98 | 0.88 | 0.00 | 0.88 | 0.98 | 0.95 | 0.98 |\n| pancreatic D cell | 16 | 0.86 | 0.91 | 0.88 | 0.82 | 0.00 | 0.97 | 0.94 | 0.85 | 0.91 |\n| leukocyte | 17 | 1.00 | 1.00 | 1.00 | 0.92 | 0.00 | 0.89 | 1.00 | 0.94 | 1.00 |\n| pancreatic PP cell | 5 | 0.73 | 0.47 | 0.62 | 0.22 | 0.00 | 0.60 | 0.80 | 0.80 | 0.73 |\n| pancreatic stellate cell | 1 | 0.67 | 0.67 | 0.67 | 0.50 | 0.00 | 0.67 | 0.67 | 1.00 | 0.67 |", "ref_accuracy": "| Cell Type | N cells | celltypist | knn bbknn | knn harmony | knn on scvi | onclass | scanvi | svm | xgboost | Consensus Prediction |\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| type B pancreatic cell | 1218 | 0.96 | 0.96 | 0.96 | 0.97 | 0.00 | 0.97 | 0.98 | 0.98 | 0.97 |\n| pancreatic acinar cell | 514 | 0.97 | 0.98 | 0.98 | 0.98 | 0.00 | 0.97 | 1.00 | 1.00 | 0.99 |\n| pancreatic A cell | 464 | 0.92 | 0.89 | 0.91 | 0.89 | 0.00 | 0.91 | 0.96 | 0.96 | 0.94 |\n| pancreatic ductal cell | 279 | 0.99 | 1.00 | 0.99 | 0.99 | 0.00 | 0.99 | 1.00 | 1.00 | 1.00 |\n| endothelial cell | 179 | 0.88 | 0.87 | 0.93 | 0.90 | 0.00 | 0.90 | 1.00 | 1.00 | 0.98 |\n| pancreatic D cell | 175 | 0.93 | 0.94 | 0.95 | 0.83 | 0.00 | 0.93 | 0.96 | 0.96 | 0.96 |\n| leukocyte | 103 | 0.91 | 0.94 | 0.94 | 0.91 | 0.00 | 0.88 | 1.00 | 1.00 | 0.99 |\n| pancreatic PP cell | 66 | 0.83 | 0.63 | 0.83 | 0.69 | 0.00 | 0.83 | 0.99 | 0.99 | 0.94 |\n| pancreatic stellate cell | 47 | 0.92 | 0.94 | 0.99 | 0.88 | 0.00 | 0.95 | 1.00 | 1.00 | 0.98 |" }