diff --git a/conf/vhr10.yaml b/conf/vhr10.yaml
index c3eac82fbb0..d4bdf2ac1c7 100644
--- a/conf/vhr10.yaml
+++ b/conf/vhr10.yaml
@@ -15,10 +15,9 @@ experiment:
   name: "vhr10_test"
   module:
     model: "faster-rcnn"
-    backbone: "resnet18"
-    pretrained: True
+    backbone: "resnet50"
     num_classes: 11
-    learning_rate: 1.3e-5
+    learning_rate: 1.6e-5
     learning_rate_schedule_patience: 6
     verbose: false
   datamodule:
diff --git a/tests/conf/vhr10.yaml b/tests/conf/vhr10.yaml
index e7262e6ce25..f500d21b9e4 100644
--- a/tests/conf/vhr10.yaml
+++ b/tests/conf/vhr10.yaml
@@ -1,7 +1,7 @@
 experiment:
   task: "vhr10"
   module:
-    detection_model: "faster-rcnn"
+    model: "faster-rcnn"
     backbone: "resnet18"
     num_classes: 11
     learning_rate: 1e-4