explosion/spaCy
1
1
Fork 0
mirror of https://github.com/explosion/spaCy.git synced 2024-12-26 09:56:28 +03:00
Code Issues Packages Projects Releases Wiki Activity

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

Browse Source 
final 3.0 benchmark numbers
This commit is contained in:
Ines Montani 2021-02-10 12:10:16 +11:00 committed by GitHub
commit 4bf7f63c22
No known key found for this signature in database
GPG Key ID: 4AEE18F83AFDEB23
2 changed files with 4 additions and 4 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

6
website/docs/usage/_benchmarks-models.md
View File

@ -4,8 +4,8 @@ import { Help } from 'components/typography'; import Link from 'components/link'
| 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_lg`](/models/en#en_core_web_lg) (spaCy v3) | 91.9 | 97.4 | 85.5 |
| [`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) | 92.0 | 97.4 | 85.5 |
| `en_core_web_lg` (spaCy v2) | 91.9 | 97.2 | 85.5 |
<figcaption class="caption">
@ -22,7 +22,7 @@ the development set).
| 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 |
| Flair<sup>2</sup> | 89.7 | 93.1 |

2
website/docs/usage/facts-figures.md
View File

@ -77,7 +77,7 @@ import Benchmarks from 'usage/\_benchmarks-models.md'
| 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 |
| [Zhou and Zhao](https://www.aclweb.org/anthology/P19-1230/) (2019) | 97.2 | 95.7 |