Update README.md

README.md

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 # Bangla-Electra
 
-This is a first attempt at a Bangla/Bengali language model trained with
+This is a second attempt at a Bangla/Bengali language model trained with
 Google Research's [ELECTRA](https://github.com/google-research/electra).
 
 Tokenization and pre-training CoLab: https://colab.research.google.com/drive/1gpwHvXAnNQaqcu-YNx1kafEVxz07g2jL
 
-Current V1 is at 120,000 steps
+V1 - 120,000 steps
+V2 - 190,000 steps
+
+## Benchmarks
+
+Classification with SimpleTransformers: https://colab.research.google.com/drive/1vltPI81atzRvlALv4eCvEB0KdFoEaCOb
+
+On Soham Chatterjee's [news classification task](https://github.com/soham96/Bangla2Vec):
+(Random: 16.7%, mBERT: 72.3%, Bangla-Electra: 82.3%)
+
+Similar to mBERT on some tasks and configurations described in https://arxiv.org/abs/2004.07807
 
 ## Corpus