Update README.md

README.md

@@ -88,22 +88,11 @@ Higher = better (larger text compressed into fewer bytes)
 ## **Fertility Score (FS)**  
 Lower = better (#tokens produced per grapheme/character)
 
-### **Results Across Vocabulary Sizes**
-
-| Tokenizer | Vocab | CR    | FS    |
-|-----------|-------|-------|-------|
-| **GAT (ours)**      | 8k  | **3.588** | 2.168 |
-| SentencePiece       | 8k  | 3.100 | 2.445 |
-| BPE                 | 8k  | 3.300 | 2.311 |
-| WordPiece           | 8k  | 2.343 | 2.486 |
-| **GAT (ours)**      | 16k | **3.930** | 1.886 |
-| SentencePiece       | 16k | 3.780 | 1.917 |
-| BPE                 | 16k | 3.540 | 2.640 |
-| WordPiece           | 16k | 3.243 | 2.976 |
-| **GAT (ours)**      | 32k | **4.806** | 1.627 |
-| SentencePiece       | 32k | 3.855 | 1.775 |
-| BPE                 | 32k | 3.512 | 1.869 |
-| WordPiece           | 32k | 3.143 | 1.908 |
+### **Results for CR and FS**
+
+GAT consistently showed better compression ratio and fertility score across vocab sizes . 
+CR : 3.5 -> 3.9 -> 4.8
+FS : 2.1 -> 1.8 -> 1.6 
 
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