diff --git a/autoPyTorch/api/tabular_classification.py b/autoPyTorch/api/tabular_classification.py
index 3effdf371..1a73d8625 100644
--- a/autoPyTorch/api/tabular_classification.py
+++ b/autoPyTorch/api/tabular_classification.py
@@ -159,7 +159,8 @@ def get_dataset(self,
             validator=InputValidator,
             resampling_strategy=resampling_strategy,
             resampling_strategy_args=resampling_strategy_args,
-            dataset_name=dataset_name
+            dataset_name=dataset_name,
+            seed=self.seed
         )
         if not return_only:
             self.InputValidator = InputValidator
diff --git a/autoPyTorch/api/tabular_regression.py b/autoPyTorch/api/tabular_regression.py
index 939ed9391..e7fb919bd 100644
--- a/autoPyTorch/api/tabular_regression.py
+++ b/autoPyTorch/api/tabular_regression.py
@@ -151,7 +151,8 @@ def get_dataset(self,
             validator=InputValidator,
             resampling_strategy=resampling_strategy,
             resampling_strategy_args=resampling_strategy_args,
-            dataset_name=dataset_name
+            dataset_name=dataset_name,
+            seed=self.seed
         )
         if not return_only:
             self.InputValidator = InputValidator