Update README.md

README.md

@@ -162,6 +162,20 @@ The model classifies topics into 22 Portuguese administrative categories:
 | Traffic & Transport | Trânsito, Transportes e Comunicações |
 
 
+## Evaluation Results
+
+### Comprehensive Performance Metrics
+
+| Metric | Score | Description |
+|--------|-------|-------------|
+| **F1-macro** | **0.5485** | Macro-averaged F1 score |
+| **F1-micro** | **0.7363** | Micro-averaged F1 score |
+| **F1-weighted** | **0.742** | Weighted-averaged F1 score |
+| **Accuracy** | **0.4518** | Subset accuracy (exact match) |
+| **Hamming Loss** | **0.0412** | Label-wise error rate |
+| **Average Precision (macro)** | **0.606** | Macro-averaged AP |
+| **Average Precision (micro)** | **0.734** | Micro-averaged AP |
+
 ## Training Details
 
 ### Preprocessing