diff --git a/torchgeo/trainers/classification.py b/torchgeo/trainers/classification.py
index c94549d7a..57b1a7fbf 100644
--- a/torchgeo/trainers/classification.py
+++ b/torchgeo/trainers/classification.py
@@ -192,6 +192,7 @@ class ClassificationTask(pl.LightningModule):
             and hasattr(self.trainer, "datamodule")
             and self.logger
             and hasattr(self.logger, "experiment")
+            and hasattr(self.logger.experiment, "add_figure")
         ):
             try:
                 datamodule = self.trainer.datamodule
@@ -376,6 +377,7 @@ class MultiLabelClassificationTask(ClassificationTask):
             and hasattr(self.trainer, "datamodule")
             and self.logger
             and hasattr(self.logger, "experiment")
+            and hasattr(self.logger.experiment, "add_figure")
         ):
             try:
                 datamodule = self.trainer.datamodule
diff --git a/torchgeo/trainers/detection.py b/torchgeo/trainers/detection.py
index 939ae761b..1eafdf1b4 100644
--- a/torchgeo/trainers/detection.py
+++ b/torchgeo/trainers/detection.py
@@ -230,6 +230,7 @@ class ObjectDetectionTask(pl.LightningModule):
             and hasattr(self.trainer, "datamodule")
             and self.logger
             and hasattr(self.logger, "experiment")
+            and hasattr(self.logger.experiment, "add_figure")
         ):
             try:
                 datamodule = self.trainer.datamodule
diff --git a/torchgeo/trainers/regression.py b/torchgeo/trainers/regression.py
index 7e6137f22..0d32e3436 100644
--- a/torchgeo/trainers/regression.py
+++ b/torchgeo/trainers/regression.py
@@ -149,6 +149,7 @@ class RegressionTask(pl.LightningModule):
             and hasattr(self.trainer, "datamodule")
             and self.logger
             and hasattr(self.logger, "experiment")
+            and hasattr(self.logger.experiment, "add_figure")
         ):
             try:
                 datamodule = self.trainer.datamodule
diff --git a/torchgeo/trainers/segmentation.py b/torchgeo/trainers/segmentation.py
index 7459fa8a9..8913589b9 100644
--- a/torchgeo/trainers/segmentation.py
+++ b/torchgeo/trainers/segmentation.py
@@ -202,6 +202,7 @@ class SemanticSegmentationTask(pl.LightningModule):
             and hasattr(self.trainer, "datamodule")
             and self.logger
             and hasattr(self.logger, "experiment")
+            and hasattr(self.logger.experiment, "add_figure")
         ):
             try:
                 datamodule = self.trainer.datamodule