add evaluation scores

README.md

@@ -143,6 +143,20 @@ You can find the publishers currently supported [**here**](/docs/supported_publi
 
 Also: **Adding a new publisher is easy - consider contributing to the project!**
 
+## Evaluation benchmark
+
+Check out our evaluation [benchmark](https://github.com/dobbersc/fundus-evaluation).
+
+| **Scraper** | **Precision**             | **Recall**                | **F1-Score**              |
+|-------------|---------------------------|---------------------------|---------------------------|
+| [Fundus](https://github.com/flairNLP/fundus)      | **99.89**<sub>±0.57</sub> | 96.75<sub>±12.75</sub>    | **97.69**<sub>±9.75</sub> |
+| [Trafilatura](https://github.com/adbar/trafilatura) | 90.54<sub>±18.86</sub>    | 93.23<sub>±23.81</sub>    | 89.81<sub>±23.69</sub>    |
+| [BTE](https://github.com/dobbersc/fundus-evaluation/blob/master/src/fundus_evaluation/scrapers/bte.py)         | 81.09<sub>±19.41</sub>    | **98.23**<sub>±8.61</sub> | 87.14<sub>±15.48</sub>    |
+| [jusText](https://github.com/miso-belica/jusText)     | 86.51<sub>±18.92</sub>    | 90.23<sub>±20.61</sub>    | 86.96<sub>±19.76</sub>    |
+| [news-please](https://github.com/fhamborg/news-please) | 92.26<sub>±12.40</sub>    | 86.38<sub>±27.59</sub>    | 85.81<sub>±23.29</sub>    |
+| [BoilerNet](https://github.com/dobbersc/fundus-evaluation/tree/master/src/fundus_evaluation/scrapers/boilernet)   | 84.73<sub>±20.82</sub>    | 90.66<sub>±21.05</sub>    | 85.77<sub>±20.28</sub>    |
+| [Boilerpipe](https://github.com/kohlschutter/boilerpipe)  | 82.89<sub>±20.65</sub>    | 82.11<sub>±29.99</sub>    | 79.90<sub>±25.86</sub>    |
+
 ## Cite
 
 Please cite the following [paper](https://arxiv.org/abs/2403.15279) when using Fundus or building upon our work: