Update README.md

README.md

@@ -100,6 +100,9 @@ outputs = model.batch_predict_with_embeds(texts, entity_embeddings, labels)
 ```
 
 ### Benchmarks
+
+![results on different datasets](modernbert_benchmarking.png "Results on different datasets")
+
 Below you can see the table with benchmarking results on various named entity recognition datasets:
 
 | Dataset                 | Score  |