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Merge pull request #6996 from svlandeg/fix/accuracy [ci skip]

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final 3.0 benchmark numbers
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Ines Montani 2021-02-10 12:10:16 +11:00 committed by GitHub
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website/docs/usage/_benchmarks-models.md
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@ -4,8 +4,8 @@ import { Help } from 'components/typography'; import Link from 'components/link'
| Pipeline | Parser | Tagger | NER | | Pipeline | Parser | Tagger | NER |
| ---------------------------------------------------------- | -----: | -----: | ---: | | ---------------------------------------------------------- | -----: | -----: | ---: |
| [`en_core_web_trf`](/models/en#en_core_web_trf) (spaCy v3) | 95.2 | 97.8 | 89.9 | | [`en_core_web_trf`](/models/en#en_core_web_trf) (spaCy v3) | 95.1 | 97.8 | 89.8 |
| [`en_core_web_lg`](/models/en#en_core_web_lg) (spaCy v3) | 91.9 | 97.4 | 85.5 | | [`en_core_web_lg`](/models/en#en_core_web_lg) (spaCy v3) | 92.0 | 97.4 | 85.5 |
| `en_core_web_lg` (spaCy v2) | 91.9 | 97.2 | 85.5 | | `en_core_web_lg` (spaCy v2) | 91.9 | 97.2 | 85.5 |
<figcaption class="caption"> <figcaption class="caption">
@ -22,7 +22,7 @@ the development set).
| Named Entity Recognition System | OntoNotes | CoNLL '03 | | Named Entity Recognition System | OntoNotes | CoNLL '03 |
| -------------------------------- | --------: | --------: | | -------------------------------- | --------: | --------: |
| spaCy RoBERTa (2020) | 89.7 | 91.6 | | spaCy RoBERTa (2020) | 89.8 | 91.6 |
| Stanza (StanfordNLP)<sup>1</sup> | 88.8 | 92.1 | | Stanza (StanfordNLP)<sup>1</sup> | 88.8 | 92.1 |
| Flair<sup>2</sup> | 89.7 | 93.1 | | Flair<sup>2</sup> | 89.7 | 93.1 |

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website/docs/usage/facts-figures.md
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@ -77,7 +77,7 @@ import Benchmarks from 'usage/\_benchmarks-models.md'
| Dependency Parsing System | UAS | LAS | | Dependency Parsing System | UAS | LAS |
| ------------------------------------------------------------------------------ | ---: | ---: | | ------------------------------------------------------------------------------ | ---: | ---: |
| spaCy RoBERTa (2020) | 95.5 | 94.3 | | spaCy RoBERTa (2020) | 95.1 | 93.7 |
| [Mrini et al.](https://khalilmrini.github.io/Label_Attention_Layer.pdf) (2019) | 97.4 | 96.3 | | [Mrini et al.](https://khalilmrini.github.io/Label_Attention_Layer.pdf) (2019) | 97.4 | 96.3 |
| [Zhou and Zhao](https://www.aclweb.org/anthology/P19-1230/) (2019) | 97.2 | 95.7 | | [Zhou and Zhao](https://www.aclweb.org/anthology/P19-1230/) (2019) | 97.2 | 95.7 |