Update README.md

README.md

@@ -11,7 +11,28 @@ tags:
   - english
 model-index:
   - name: english-anonymiser-openpii-ai4privacy
-    results: []
+    results:
+    - task:
+        type: token-classification
+        name: PII Masking
+      dataset:
+        type: ai4privacy/open-pii-masking-500k-ai4privacy
+        name: Open PII Masking 500K
+        split: test
+      metrics:
+      - type: f1
+        value: 0.9882
+        name: F1 Score
+      - type: precision
+        value: 0.9882
+        name: Precision
+      - type: recall 
+        value: 0.9883
+        name: Recall
+      - type: accuracy
+        value: 0.9917
+        name: Accuracy
+
 metrics:
 - f1
 - precision
@@ -58,17 +79,15 @@ The table below summarizes the detailed evaluation results per PII label:
 | ZIPCODE            | 418    | 0      | 8      | 98.12%       | 100.0%        | 98.12%     | 99.05%        |
 
 **Overall Evaluation:**
-
-- **Total True Positives (TP):** 30,848  
-- **Total False Positives (FP):** 368  
-- **Total False Negatives (FN):** 366  
-
-**Micro-Averaged Metrics:**
 - **Accuracy:** 99.17%  
 - **Precision:** 98.82%  
 - **Recall:** 98.83%  
 - **F1 Score:** 98.82%
 
+- **Total True Positives (TP):** 30,848  
+- **Total False Positives (FP):** 368  
+- **Total False Negatives (FN):** 366  
+
 **Macro-Averaged Metrics:**
 - **Accuracy:** 98.56%  
 - **Precision:** 95.24%