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@@ -52,9 +52,9 @@ space might still be useful for analysis.
 | Metric                  | Training Value | Validation Value |
 |-------------------------|----------------|------------------|
 | Mean Absolute Error | 1.47  | 1.54           |
-| Pearson Correlation | 0.95  | 0.95  |
+| Pearson Correlation | 0.95  | 0.94  |
 | Spearman Correlation | 0.93 | 0.93  |
-| R² (R-Squared) | 0.85  | 0.84      |
+| R² (R-Squared) | 0.85  | 0.83      |
 
 The gene-wise coefficient of variation summarizes how well variation between different genes is
 preserved by the generated model expression. This value is usually quite high.
@@ -63,10 +63,10 @@ preserved by the generated model expression. This value is usually quite high.
 
 | Metric                  | Training Value |
 |-------------------------|----------------|
-| Mean Absolute Error | 6.47   |
-| Pearson Correlation | 0.88  |
+| Mean Absolute Error | 6.54   |
+| Pearson Correlation | 0.89  |
 | Spearman Correlation | 0.96 |
-| R² (R-Squared) | 0.20  |
+| R² (R-Squared) | 0.16  |
 
 </details>
 
@@ -83,22 +83,22 @@ cell-type.
 
 | Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |
 | --- | --- | --- | --- | --- | --- | --- | --- |
-| CD4-positive, alpha-beta T cell | 0.95 | 4.24 | 0.33 | 0.38 | 0.31 | 0.82 | 2872.00 |
-| enterocyte of epithelium of large intestine | 0.94 | 3.58 | 0.21 | 0.61 | 0.30 | 0.79 | 2764.00 |
-| CD8-positive, alpha-beta T cell | 0.90 | 5.14 | 0.35 | 0.43 | 0.31 | 0.82 | 2105.00 |
-| fibroblast | 0.87 | 5.83 | 0.25 | 0.53 | 0.57 | 0.90 | 852.00 |
-| paneth cell of colon | 0.92 | 6.19 | 0.27 | 0.44 | 0.38 | 0.84 | 831.00 |
-| monocyte | 0.90 | 7.92 | 0.27 | 0.36 | 0.50 | 0.89 | 543.00 |
-| B cell | 0.87 | 7.05 | 0.35 | 0.30 | 0.35 | 0.81 | 469.00 |
-| large intestine goblet cell | 0.84 | 6.79 | 0.31 | 0.37 | 0.40 | 0.78 | 385.00 |
-| plasma cell | 0.84 | 8.21 | 0.16 | 0.17 | 0.38 | 0.87 | 330.00 |
-| intestinal crypt stem cell of large intestine | 0.78 | 6.98 | 0.39 | 0.34 | 0.41 | 0.78 | 114.00 |
-| transit amplifying cell of colon | 0.53 | 6.11 | 0.45 | 0.38 | 0.37 | 0.73 | 52.00 |
-| mast cell | 0.41 | 7.90 | 0.33 | 0.21 | 0.40 | 0.79 | 38.00 |
-| gut endothelial cell | 0.39 | 9.43 | 0.31 | 0.20 | 0.40 | 0.75 | 31.00 |
-| neutrophil | 0.43 | 10.16 | 0.28 | 0.15 | 0.41 | 0.79 | 22.00 |
-| intestinal enteroendocrine cell | 0.33 | 7.03 | 0.39 | 0.36 | 0.37 | 0.73 | 19.00 |
-| intestinal tuft cell | 0.21 | 6.06 | 0.37 | 0.36 | 0.36 | 0.77 | 12.00 |
+| CD4-positive, alpha-beta T cell | 0.94 | 4.33 | 0.32 | 0.38 | 0.30 | 0.82 | 2872.00 |
+| enterocyte of epithelium of large intestine | 0.93 | 3.60 | 0.20 | 0.59 | 0.31 | 0.79 | 2764.00 |
+| CD8-positive, alpha-beta T cell | 0.92 | 4.91 | 0.39 | 0.45 | 0.32 | 0.83 | 2105.00 |
+| fibroblast | 0.86 | 5.73 | 0.29 | 0.56 | 0.56 | 0.89 | 852.00 |
+| paneth cell of colon | 0.91 | 6.10 | 0.29 | 0.44 | 0.37 | 0.83 | 831.00 |
+| monocyte | 0.91 | 7.72 | 0.30 | 0.40 | 0.49 | 0.89 | 543.00 |
+| B cell | 0.88 | 7.30 | 0.32 | 0.29 | 0.36 | 0.82 | 469.00 |
+| large intestine goblet cell | 0.85 | 6.77 | 0.32 | 0.36 | 0.39 | 0.78 | 385.00 |
+| plasma cell | 0.84 | 8.27 | 0.16 | 0.18 | 0.37 | 0.86 | 330.00 |
+| intestinal crypt stem cell of large intestine | 0.81 | 7.11 | 0.38 | 0.33 | 0.40 | 0.77 | 114.00 |
+| transit amplifying cell of colon | 0.54 | 5.99 | 0.46 | 0.40 | 0.36 | 0.73 | 52.00 |
+| mast cell | 0.41 | 7.87 | 0.33 | 0.23 | 0.40 | 0.79 | 38.00 |
+| gut endothelial cell | 0.43 | 9.47 | 0.30 | 0.18 | 0.42 | 0.76 | 31.00 |
+| neutrophil | 0.45 | 10.05 | 0.28 | 0.15 | 0.39 | 0.78 | 22.00 |
+| intestinal enteroendocrine cell | 0.30 | 7.30 | 0.36 | 0.33 | 0.37 | 0.73 | 19.00 |
+| intestinal tuft cell | 0.21 | 6.39 | 0.35 | 0.34 | 0.35 | 0.77 | 12.00 |
 
 </details>