Added fasttext results

README.md

@@ -30,14 +30,14 @@ model_args = {
 
 ## Performance
 
-The same pipeline was run with two other models and with the same dataset. Accuracy and macro F1 score were recorded for each of the 6 fine-tuning sessions and post festum analyzed.
+The same pipeline was run with two other transformer models and `fasttext` for comparison. Accuracy and macro F1 score were recorded for each of the 6 fine-tuning sessions and post festum analyzed.
 
 | model | average accuracy | average macro F1|
 |---|---|---|
 |roberta-base-frenk-hate|0.7915|0.7785|
 |xlm-roberta-large |0.7904|0.77876|
 |xlm-roberta-base |0.7577|0.7402|
-
+|fasttext|0.712|0.686|