diff --git a/neural_lam/models/ar_model.py b/neural_lam/models/ar_model.py
index 45cbd247..53126792 100644
--- a/neural_lam/models/ar_model.py
+++ b/neural_lam/models/ar_model.py
@@ -575,7 +575,13 @@ def aggregate_and_plot_metrics(self, metrics_dict, prefix):
         )
 
         if self.trainer.is_global_zero and not self.trainer.sanity_checking:
+
+            current_epoch = self.trainer.current_epoch
+
             for key, figure in log_dict.items():
+                if not isinstance(self.logger, pl.loggers.WandbLogger):
+                    key = f"{key}-{current_epoch}"
+
                 self.logger.log_image(key=key, images=[figure])
 
             plt.close("all")  # Close all figs