From d698b87f202ffae9713662886d427b2788d1b675 Mon Sep 17 00:00:00 2001 From: Manuel Romero Date: Wed, 22 Apr 2020 20:54:17 +0200 Subject: [PATCH] Update comparison table (#3889) --- .../bert-spanish-cased-finetuned-ner/README.md | 13 +++++++------ 1 file changed, 7 insertions(+), 6 deletions(-) diff --git a/model_cards/mrm8488/bert-spanish-cased-finetuned-ner/README.md b/model_cards/mrm8488/bert-spanish-cased-finetuned-ner/README.md index 17fcb79204..e042be5de9 100644 --- a/model_cards/mrm8488/bert-spanish-cased-finetuned-ner/README.md +++ b/model_cards/mrm8488/bert-spanish-cased-finetuned-ner/README.md @@ -5,7 +5,7 @@ thumbnail: https://i.imgur.com/jgBdimh.png # Spanish BERT (BETO) + NER -This model is a fine-tuned on [NER-C](https://www.kaggle.com/nltkdata/conll-corpora) of the Spanish BERT cased [(BETO)](https://github.com/dccuchile/beto) for **NER** downstream task. +This model is a fine-tuned on [NER-C](https://www.kaggle.com/nltkdata/conll-corpora) version of the Spanish BERT cased [(BETO)](https://github.com/dccuchile/beto) for **NER** downstream task. ## Details of the downstream task (NER) - Dataset @@ -45,11 +45,12 @@ O ## Comparison: -| Model | # score | -| :--------------------------------------------------------------------------------------------------------------: | :-------: | -| bert-base-spanish-wwm-cased (BETO) | 88.43 | -| [bert-spanish-cased-finetuned-ner (this one)](https://huggingface.co/mrm8488/bert-spanish-cased-finetuned-ner) | **89.65** | -| Best Multilingual BERT | 87.38 | +| Model | # F1 score |Size(MB)| +| :--------------------------------------------------------------------------------------------------------------: | :-------: |:------| +| bert-base-spanish-wwm-cased (BETO) | 88.43 | 421 +| [bert-spanish-cased-finetuned-ner (this one)](https://huggingface.co/mrm8488/bert-spanish-cased-finetuned-ner) | **90.17** | 420 | +| Best Multilingual BERT | 87.38 | 681 | +|[TinyBERT-spanish-uncased-finetuned-ner](https://huggingface.co/mrm8488/TinyBERT-spanish-uncased-finetuned-ner) | 70.00 | **55** | ## Model in action