diff --git a/Dockerfile b/Dockerfile
index 3371f13e18a..2f44c133482 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,6 +1,6 @@
 # This Dockerfile is used to serve the AllenNLP demo.
 
-FROM allennlp/commit:165b282b26c08084b98ef59397760b1509a9b7e2
+FROM allennlp/commit:03aa838e078f23e985858bb01b9616ae4fc842a9
 LABEL maintainer="allennlp-contact@allenai.org"
 
 WORKDIR /stage/allennlp
diff --git a/demo/src/components/demos/SemanticRoleLabeling.js b/demo/src/components/demos/SemanticRoleLabeling.js
index 84dbc429866..d8e3bc7c237 100644
--- a/demo/src/components/demos/SemanticRoleLabeling.js
+++ b/demo/src/components/demos/SemanticRoleLabeling.js
@@ -17,7 +17,7 @@ const description = (
       </span>
       <a href="https://arxiv.org/abs/1904.05255" target="_blank" rel="noopener noreferrer">{' '} a BERT based model (Shi et al, 2019)</a>
       <span>
-        with some modifications (no additional parameters apart from a linear classification layer), which is currently the state of the art single model for English PropBank SRL (Newswire sentences).
+        with some modifications (no additional parameters apart from a linear classification layer), which is currently the state of the art single model for English PropBank SRL (Newswire sentences). It achieves 86.49 test F1 on the Ontonotes 5.0 dataset.
       </span>
     </span>
   );