diff --git a/mhcflurry/downloads.yml b/mhcflurry/downloads.yml
index 7f478ff1b7633a70f5ee10b3cbaf2aaa80e1d263..2d6b908dfff74e947dba810df5050fb46b7578d4 100644
--- a/mhcflurry/downloads.yml
+++ b/mhcflurry/downloads.yml
@@ -44,6 +44,10 @@ releases:
               url: https://github.com/openvax/mhcflurry/releases/download/1.6.0/models_class1_processing_variants.selected.20200124.tar.bz2
               default: false
 
+            - name: data_evaluation
+              url: https://github.com/openvax/mhcflurry/releases/download/1.6.0/data_evaluation.20200127.tar.bz2
+              default: false
+
             - name: data_mass_spec_benchmark
               part_urls:
                 - https://github.com/openvax/mhcflurry/releases/download/1.6.0/data_mass_spec_benchmark.20200105.tar.bz2.part.aa