Update README.md

README.md

@@ -80,15 +80,27 @@ The model was evaluated using standard text generation metrics (BLEU, ROUGE-L F1
 ### 🔹 Few-shot Prompting (on `gretelai/synthetic_text_to_sql/test`)
 
 **After Post-processing:**
-- **BLEU Score:** 0.2893  
-- **ROUGE-L F1:** 0.5233  
-- **CHRF Score:** 58.9214  
+- **BLEU Score:** 0.2680  
+- **ROUGE-L F1:** 0.4975
+- **CHRF Score:** 57.1704  
 
 **Before Post-processing:**
 - **BLEU Score:** 0.1272  
 - **ROUGE-L F1:** 0.2816  
 - **CHRF Score:** 46.1643  
 
+
+**SQL-Specific Metrics:**
+- **Exact Match (case insensitive):** 0.0000
+- **Normalized Exact Match:**  0.0000
+- **Average Component Match:** 0.2140
+- **Average Entity Match:** 0.8067
+
+**Query Quality Distribution:**
+- **High Quality (≥80% component match):** 4 (4.0%)
+- **Medium Quality (50-79% component match):** 17 (17.0%)
+- **Low Quality (<50% component match):** 79 (79.0%)
+
 ## Citations
 
 Cite TRL as: