Update README.md

README.md

@@ -34,16 +34,22 @@ print(decoded_tokens)
  
 * Supervised fine-tuning
 
-| Model | Params | MT (SacreBLEU) | ATS (ROUGE-2) | QA (EM/F1) | BNLG score |
-|--------------------|------------|-----------------------|------------------------|-------------------|--------------|
-|[mT5 (base)](https://huggingface.co/google/mt5-base) | 582M | 36.6/22.5 | 10.27 | 58.95/65.32 | 38.73 |
-|[BanglaT5](https://huggingface.co/csebuetnlp/banglat5) | 247M | 38.8/25.2 | 13.66 | 68.49/74.77 | 44.18 |
+| Model | Params | MT (SacreBLEU) | TS (ROUGE-2) | QA (EM/F1) | MD (SacreBLEU-1) | NHG (ROUGE-2) | XLS (ROUGE-2) | BNLG score |
+|--------------------|------------|-----------------------|------------------------|-------------------|--------------------|----------------|----------------|---------------|
+|[mT5 (base)](https://huggingface.co/google/mt5-base) | 582M | 36.6/22.5 | 10.3 | 59.0/65.3 | 17.5 | 9.6 | 2.7/0.7 | 24.9 |
+|[XLM-ProphetNet](https://huggingface.co/microsoft/xprophetnet-large-wiki100-cased) | 616M | 23.3/16.4 | 7.8 | 53.0/57.3 | 20.0 | 9.5 | 6.2/2.7 | 21.8 |
+|[mBART-50](https://huggingface.co/facebook/mbart-large-50) | 611M | 23.6/16.7 | 10.4 | 53.4/58.9 | 18.5 | 11.2 | 5.4/3.7 | 22.4 |
+|[IndicBART](https://huggingface.co/ai4bharat/IndicBART) | 244M | 22.7/13.1 | 8.1 | 53.3/58.8 | 14.8 | 7.9 | 6.3/2.5 | 20.8 |
+|[BanglaT5](https://huggingface.co/csebuetnlp/banglat5) | 247M | 38.8/25.2 | 13.7 | 68.5/74.8 | 19.0 | 13.8 | 6.4/4.0 | 29.4 |
 
 
 The benchmarking datasets are as follows:
-* **MT:** **[Machine Translation]()**
-* **ATS:** **[Abstractive Text Summarization]()**
-* **QA:** **[Question Answering]()**
+* **MT:** **[Machine Translation](https://github.com/csebuetnlp/banglanmt#datasets)**
+* **TS:** **[Abstractive Text Summarization](https://huggingface.co/datasets/csebuetnlp/xlsum)**
+* **QA:** **[Question Answering](https://huggingface.co/datasets/csebuetnlp/squad_bn)**
+* **MD:** **[Multi Turn Dialogue Generation](https://drive.google.com/file/d/1qPmNN6qA4evbh4cD_BDDTCFOwMu4H2JS/view?usp=sharing)**
+* **NHG:** **[News Headline Generation](https://huggingface.co/datasets/csebuetnlp/xlsum)**
+* **XLS:** **[Cross-lingual Summarization](https://huggingface.co/datasets/csebuetnlp/CrossSum)**
 
 ## Citation