diff --git a/zoobot/pytorch/estimators/define_model.py b/zoobot/pytorch/estimators/define_model.py
index 79aa551a..3471d668 100755
--- a/zoobot/pytorch/estimators/define_model.py
+++ b/zoobot/pytorch/estimators/define_model.py
@@ -139,10 +139,11 @@ def update_other_metrics(self, outputs, step_name):
     def log_all_metrics(self, subset=None):
         if subset is not None:
             for metric_collection in (self.loss_metrics, self.question_loss_metrics, self.campaign_loss_metrics):
+                prog_bar = metric_collection == self.loss_metrics
                 for name, metric in metric_collection.items():
                     if subset in name:
                         logging.info(name)
-                        self.log(name, metric, on_epoch=True, on_step=False, prog_bar=True, logger=True)
+                        self.log(name, metric, on_epoch=True, on_step=False, prog_bar=prog_bar, logger=True)
         else:  # just log everything
             self.log_dict(self.loss_metrics, on_epoch=True, on_step=False, prog_bar=True, logger=True)
             self.log_dict(self.question_loss_metrics, on_step=False, on_epoch=True, logger=True)