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README.md

@@ -50,10 +50,10 @@ space might still be useful for analysis.
 
 | Metric                  | Training Value | Validation Value |
 |-------------------------|----------------|------------------|
-| Mean Absolute Error | 1.02  | 0.97           |
-| Pearson Correlation | -0.03  | 0.22  |
-| Spearman Correlation | -0.02 | 0.18  |
-| R² (R-Squared) | -12.57  | -15.25      |
+| Mean Absolute Error | 0.99  | 1.03           |
+| Pearson Correlation | -0.07  | -0.20  |
+| Spearman Correlation | -0.07 | -0.03  |
+| R² (R-Squared) | -14.43  | -12.71      |
 
 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.
@@ -63,9 +63,9 @@ preserved by the generated model expression. This value is usually quite high.
 | Metric                  | Training Value |
 |-------------------------|----------------|
 | Mean Absolute Error | 1.07   |
-| Pearson Correlation | -0.10  |
-| Spearman Correlation | 0.01 |
-| R² (R-Squared) | -2.36  |
+| Pearson Correlation | -0.12  |
+| Spearman Correlation | -0.00 |
+| R² (R-Squared) | -2.15  |
 
 </details>
 
@@ -82,18 +82,18 @@ cell-type.
 
 | Index | gene_f1 | lfc_mae | lfc_pearson | lfc_spearman | roc_auc | pr_auc | n_cells |
 | --- | --- | --- | --- | --- | --- | --- | --- |
-| 0 | 0.10 | 0.89 | -0.01 | -0.02 | 0.47 | 0.37 | 50.00 |
-| 1 | 0.10 | 0.88 | 0.02 | -0.08 | 0.42 | 0.20 | 48.00 |
-| 2 | 0.00 | 0.99 | -0.03 | -0.01 | 0.43 | 0.31 | 41.00 |
-| 3 | 0.10 | 0.96 | -0.01 | -0.01 | 0.48 | 0.28 | 39.00 |
-| 4 | 0.10 | 0.95 | -0.08 | -0.04 | 0.45 | 0.22 | 37.00 |
-| 5 | 0.00 | 0.98 | -0.04 | -0.06 | 0.39 | 0.16 | 37.00 |
-| 6 | 0.10 | 1.02 | -0.09 | -0.09 | 0.42 | 0.13 | 32.00 |
-| 7 | 0.00 | 1.09 | -0.14 | -0.13 | 0.52 | 0.17 | 31.00 |
-| 8 | 0.00 | 0.96 | 0.05 | 0.11 | 0.43 | 0.18 | 28.00 |
-| 9 | 0.10 | 1.22 | -0.05 | -0.10 | 0.49 | 0.34 | 26.00 |
-| 10 | 0.20 | 1.12 | 0.12 | 0.13 | 0.51 | 0.29 | 19.00 |
-| 11 | 0.10 | 1.60 | -0.03 | -0.03 | 0.42 | 0.24 | 12.00 |
+| 0 | 0.00 | 0.90 | 0.06 | 0.05 | 0.47 | 0.34 | 50.00 |
+| 1 | 0.00 | 0.94 | -0.10 | -0.10 | 0.34 | 0.16 | 48.00 |
+| 2 | 0.10 | 0.94 | -0.02 | -0.03 | 0.53 | 0.37 | 41.00 |
+| 3 | 0.20 | 0.82 | 0.17 | 0.15 | 0.56 | 0.36 | 39.00 |
+| 4 | 0.00 | 0.99 | 0.03 | -0.02 | 0.34 | 0.16 | 37.00 |
+| 5 | 0.40 | 0.95 | 0.07 | 0.04 | 0.64 | 0.36 | 37.00 |
+| 6 | 0.20 | 1.04 | -0.14 | -0.15 | 0.48 | 0.23 | 32.00 |
+| 7 | 0.30 | 1.01 | 0.14 | 0.13 | 0.52 | 0.19 | 31.00 |
+| 8 | 0.10 | 0.99 | 0.04 | 0.07 | 0.54 | 0.23 | 28.00 |
+| 9 | 0.10 | 1.09 | 0.05 | 0.04 | 0.45 | 0.28 | 26.00 |
+| 10 | 0.10 | 1.21 | 0.09 | 0.10 | 0.54 | 0.24 | 19.00 |
+| 11 | 0.00 | 1.97 | -0.01 | -0.08 | 0.53 | 0.32 | 12.00 |
 
 </details>