Adding average benchmark scores

README.md

@@ -196,13 +196,13 @@ with torch.no_grad():
 The Tiny-Toxic-Detector achieves an impressive 90.26% on the Toxigen benchmark and 87.34% on the Jigsaw-Toxic-Comment-Classification-Challenge. Here we compare our results against other toxic classification models:
 
 
-| Model                             | Size (parameters) | Toxigen (%) | Jigsaw (%) |
-| --------------------------------- | ----------------- | ----------- | ---------- |
-| lmsys/toxicchat-t5-large-v1.0     | 738M              | 72.67       | 88.82      |
-| s-nlp/roberta toxicity classifier | 124M              | 88.41       | **94.92**  |
-| mohsenfayyaz/toxicity-classifier  | 109M              | 81.50       | 83.31      |
-| martin-ha/toxic-comment-model     | 67M               | 68.02       | 91.56      |
-| **Tiny-toxic-detector**           | **2M**            | **90.97**   | 86.98      |
+| Model                             | Size (parameters) | Toxigen (%) | Jigsaw (%) | Average (%) |
+| --------------------------------- | ----------------- | ----------- | ---------- | ----------- |
+| lmsys/toxicchat-t5-large-v1.0     | 738M              | 72.67       | 88.82      | 80.745      |
+| s-nlp/roberta toxicity classifier | 124M              | *88.41*     | **94.92**  | **91.665**  |
+| mohsenfayyaz/toxicity-classifier  | 109M              | 81.50       | 83.31      | 82.405      |
+| martin-ha/toxic-comment-model     | *67M*             | 68.02       | *91.56*    | 79.790      |
+| **Tiny-toxic-detector**           | **2M**            | **90.97**   | 86.98      | *88.975*    |