Update README.md

README.md

@@ -93,12 +93,12 @@ Generated 01-19-2026 | 18:00 EST
 | **Recall** | **83.8%** |
 | **Background Specificity** | **1.00 (Perfect)** |
 
-#### **Validation Proof**
+#### **Test Proof**
 ![Confusion Matrix](confusion_matrix_normalized.png)
 *Figure 1: Normalized Confusion Matrix showing perfect separation of healthy tissue (Background).*
 
 ![Precision-Recall Curve](BoxPR_curve.png)
-*Figure 2: Precision-Recall curve confirming the 0.925 mAP score.*
+*Figure 2: Precision-Recall curve confirming the 0.899 mAP score.*
 
 > **Note on Training Logs:** The `results.png` file reflects a high-intensity training run conducted without a validation split (`val=False`) to maximize the training data pool. Final metrics were verified using a separate hold-out test set as shown in the PR and F1 curves.