diff --git a/website/docs/usage/facts-figures.md b/website/docs/usage/facts-figures.md index 269ac5e17..845f292cc 100644 --- a/website/docs/usage/facts-figures.md +++ b/website/docs/usage/facts-figures.md @@ -92,6 +92,30 @@ results. Project template: +### Speed comparison {#benchmarks-speed} + +We compare the speed of different NLP libraries, measured in words per second. +The evaluation was run on 10,000 Reddit comments. + +
+ +| Library | Pipeline | WPS CPU words per second on CPU, higher is better | WPS GPU words per second on GPU, higher is better | +| ------- | ----------------------------------------------- | -------------------------------------------------------------: | -------------------------------------------------------------: | +| spaCy | [`en_core_web_lg`](/models/en#en_core_web_lg) | 10,014 | 14,954 | +| spaCy | [`en_core_web_trf`](/models/en#en_core_web_trf) | 684 | 3,768 | +| Stanza | `en_ewt` | 878 | 2,180 | +| Flair | `pos`(`-fast`) & `ner`(`-fast`) | 323 | 1,184 | +| UDPipe | `english-ewt-ud-2.5` | 1,101 | NA | + +
+ +**End-to-end processing speed** on raw unannotated text. Project template: +[`benchmarks/speed`](%%GITHUB_PROJECTS/benchmarks/speed). + +
+ +
+