Update README.md

README.md

@@ -16,7 +16,7 @@ datasets:
 
 ## Cross-Encoder for MS Marco with TinyBert
 
-This is a fine-tuned version of the model checkpointed at [cross-encoder/ms-marco-TinyBert-L-2](https://huggingface.co/cross-encoder/ms-marco-TinyBERT-L-2).
+This is a fine-tuned version of the model checkpointed at [cross-encoder/ms-marco-TinyBert-L-2-v2](https://huggingface.co/cross-encoder/ms-marco-TinyBERT-L-2-v2).
 
 It was fine-tuned on html tags and labels generated using [Fathom](https://mozilla.github.io/fathom/commands/label.html).
 
@@ -51,31 +51,26 @@ More information on how the model was trained can be found here: https://github.
 # Model Performance
 ```
 Test Performance:
-Precision: 0.9653
-Recall: 0.9648
-F1: 0.9644
+Precision: 0.913
+Recall: 0.872
+F1: 0.887
 
-                     precision    recall  f1-score   support
+             precision    recall  f1-score   support
 
-      CC Expiration      1.000     0.625     0.769        16
-CC Expiration Month      0.919     0.944     0.932        36
- CC Expiration Year      0.897     0.946     0.921        37
-            CC Name      0.938     0.968     0.952        31
-          CC Number      0.926     1.000     0.962        50
-    CC Payment Type      0.903     0.867     0.884        75
-   CC Security Code      0.975     0.951     0.963        41
-            CC Type      0.917     0.786     0.846        14
-   Confirm Password      0.911     0.895     0.903        57
-              Email      0.933     0.959     0.946        73
-         First Name      0.833     1.000     0.909         5
-               Form      0.974     0.974     0.974        39
-          Last Name      0.667     0.800     0.727         5
-       New Password      0.929     0.938     0.933        97
-              Other      0.985     0.985     0.985      1235
-              Phone      1.000     0.667     0.800         3
-           Zip Code      0.909     0.938     0.923        32
+      cc-csc      0.943     0.950     0.946       139
+      cc-exp      1.000     0.883     0.938        60
+cc-exp-month      0.954     0.922     0.938        90
+ cc-exp-year      0.904     0.934     0.919        91
+     cc-name      0.835     0.989     0.905        92
+   cc-number      0.953     0.970     0.961       167
+     cc-type      0.920     0.940     0.930       183
+       email      0.918     0.927     0.922       205
+  given-name      0.727     0.421     0.533        19
+   last-name      0.833     0.588     0.690        17
+       other      0.994     0.994     0.994      8000
+ postal-code      0.980     0.951     0.965       102
 
-           accuracy                          0.965      1846
-          macro avg      0.919     0.897     0.902      1846
-       weighted avg      0.965     0.965     0.964      1846
+    accuracy                          0.985      9165
+   macro avg      0.913     0.872     0.887      9165
+weighted avg      0.986     0.985     0.985      9165
 ```