diff --git a/explaining_framework/utils/explaining/outline.py b/explaining_framework/utils/explaining/outline.py
index af70e19..45d502d 100644
--- a/explaining_framework/utils/explaining/outline.py
+++ b/explaining_framework/utils/explaining/outline.py
@@ -159,6 +159,9 @@ class ExplainingOutline(object):
                 f"Expecting that the dataset to perform explanation on is the same as the model has trained on. Get {self.explaining_cfg.dataset.name} for explanation part, and {self.cfg.dataset.name} for the model."
             )
         self.dataset = create_dataset()
+        if isinstance(self.explaining_cfg.dataset.specific_items, int):
+            ind = self.explaining_cfg.dataset.specific_items
+            self.dataset = self.dataset[ind : ind + 1]
 
     def load_explainer(self):
         self.load_explainer_cfg()
@@ -201,11 +204,11 @@ class ExplainingOutline(object):
             self.load_explaining_cfg()
 
         if self.explaining_cfg.metrics.type == "all":
-            if self.explaining_cfg.dataset.name == 'BASHAPES':
+            if self.explaining_cfg.dataset.name == "BASHAPES":
                 all_acc_metrics = [Accuracy(name) for name in all_accuracy]
                 all_fid_metrics = [Fidelity(name) for name in all_fidelity]
                 all_spa_metrics = [Sparsity(name) for name in all_sparsity]
-            
+
     def load_attack(self):
         if self.cfg is None:
             self.load_cfg()