Update README.md

README.md

@@ -51,24 +51,26 @@ We provide models fine-tuned on the [XNLI dataset](https://huggingface.co/datase
 
 ## Metrics
 
-We fine-tune our models on 4 different down-stream tasks:
+We fine-tune our models on 3 different down-stream tasks:
 
  - [XNLI](https://huggingface.co/datasets/xnli)
  - [PAWS-X](https://huggingface.co/datasets/paws-x)
- - [CoNLL2002 - POS](https://huggingface.co/datasets/conll2002)
  - [CoNLL2002 - NER](https://huggingface.co/datasets/conll2002)
  
 For each task, we conduct 5 trials and state the mean and standard deviation of the metrics in the table below.
-To compare our results to other Spanish language models, we provide the same metrics taken from [Table 4](https://huggingface.co/bertin-project/bertin-roberta-base-spanish#results) of the Bertin-project model card.
-
-| Model | [CoNLL2002](https://huggingface.co/datasets/conll2002) - POS (acc) | [CoNLL2002](https://huggingface.co/datasets/conll2002) - NER (f1) | [PAWS-X](https://huggingface.co/datasets/paws-x) (acc) | [XNLI](https://huggingface.co/datasets/xnli) (acc) | Params |
-| --- | --- | --- | --- | --- | --- |
-| SELECTRA small | 0.9653 +- 0.0007 | 0.863 +- 0.004 | 0.896 +- 0.002 | 0.784 +- 0.002 | **22M** |
-| SELECTRA medium | 0.9677 +- 0.0004 | 0.870 +- 0.003 | 0.896 +- 0.002 | **0.804 +- 0.002** | 41M |
-| [mBERT](https://huggingface.co/bert-base-multilingual-cased) | 0.9689 | 0.8616 | 0.8895 | 0.7606 | 178M |
-| [BETO](https://huggingface.co/dccuchile/bert-base-spanish-wwm-cased) | 0.9693 | 0.8596 | 0.8720 | 0.8012 | 110M |
-| [BSC-BNE](https://huggingface.co/BSC-TeMU/roberta-base-bne) | **0.9706** | **0.8764** | 0.8815 | 0.7771 | 125M |
-| [Bertin](https://huggingface.co/bertin-project/bertin-roberta-base-spanish/tree/v1-512) | 0.9697 | 0.8707 | **0.8965** | 0.7843 | 125M |
+To compare our results to other Spanish language models, we provide the same metrics taken from the [evaluation table](https://github.com/PlanTL-SANIDAD/lm-spanish#evaluation-) of the [Spanish Language Model](https://github.com/PlanTL-SANIDAD/lm-spanish) repo.
+
+| Model | CoNLL2002 - NER (f1) | PAWS-X (acc) | XNLI (acc) | Params |
+| --- | --- | --- | --- | --- |
+| SELECTRA small | 0.865 +- 0.004 | 0.896 +- 0.002 | 0.784 +- 0.002 | 22M |
+| SELECTRA medium | 0.873 +- 0.003 | 0.896 +- 0.002 | 0.804 +- 0.002 | 41M |
+|  |  |  |  |  |
+| [mBERT](https://huggingface.co/bert-base-multilingual-cased) | 0.8691 | 0.8955 | 0.7876 | 178M |
+| [BETO](https://huggingface.co/dccuchile/bert-base-spanish-wwm-cased) | 0.8759 | 0.9000 | 0.8130 | 110M |
+| [RoBERTa-b](https://huggingface.co/BSC-TeMU/roberta-base-bne) | 0.8851 | 0.9000 | 0.8016 | 125M |
+| [RoBERTa-l](https://huggingface.co/BSC-TeMU/roberta-large-bne) | 0.8772 | 0.9060 | 0.7958 | 355M |
+| [Bertin](https://huggingface.co/bertin-project/bertin-roberta-base-spanish/tree/v1-512) | 0.8835 | 0.8990 | 0.7890 | 125M |
+| [ELECTRICIDAD](https://huggingface.co/mrm8488/electricidad-base-discriminator) | 0.7954 | 0.9025 | 0.7878 | 109M |
 
 Some details of our fine-tuning runs:
 - epochs: 5