diff --git a/vlmeval/dataset/image_mcq.py b/vlmeval/dataset/image_mcq.py
index 28c8a024c..7d7f63f9e 100644
--- a/vlmeval/dataset/image_mcq.py
+++ b/vlmeval/dataset/image_mcq.py
@@ -353,8 +353,8 @@ class MMMUProDataset(MMMUDataset):
 
     TYPE = 'MCQ_MMMU_Pro'
 
-    def __init__(self, **kwargs):
-        super().__init__(**kwargs)
+    def __init__(self, dataset='MMMU_Pro', skip_noimg=True):
+        super().__init__(dataset=dataset, skip_noimg=skip_noimg)
         if 'MMMU_Pro_V' in self.dataset_name:
             self.data['question'] = ['placeholder'] * len(self.data)