diff --git a/scripts/auto_eval.py b/scripts/auto_eval.py
new file mode 100644
index 000000000..7d12efe84
--- /dev/null
+++ b/scripts/auto_eval.py
@@ -0,0 +1,37 @@
+from vlmeval.smp import *
+import time
+from datetime import datetime
+
+dataset = ['MME', 'SEEDBench_IMG', 'MMBench', 'CCBench', 'MMBench_CN']
+suffix = ['score.csv', 'acc.csv', 'acc.csv', 'acc.csv', 'acc.csv']
+script = ['mme_eval.py', 'multiple_choice.py', 'multiple_choice.py', 'multiple_choice.py', 'multiple_choice.py']
+
+N = len(dataset)
+assert N == len(suffix) == len(script)
+
+def now():
+    return datetime.now().strftime("%m/%d/%Y, %H:%M:%S")
+
+cnt = 0
+while True:
+    fs = ls(mode='dir')
+    for f in fs:
+        files = ls(f, mode='file')
+        for i in range(N):
+            D = dataset[i]
+            suff = suffix[i]
+            scri = script[i]
+            pred_file = f'{f}/{f}_{D}.xlsx'
+            score_file = f'{f}/{f}_{D}_{suff}'
+            if osp.exists(pred_file) and not osp.exists(score_file):
+                cmd = f'python {scri} {pred_file} --verbose'
+                if D != 'MME':
+                    cmd += f' --dataset {D}'
+                print(cmd)
+                time.sleep(1)
+                os.system(cmd)
+                time.sleep(5)
+    cnt += 1
+    if cnt % 10 == 0:
+        print('Looping', now())
+    time.sleep(30)
\ No newline at end of file
diff --git a/scripts/report_missing.py b/scripts/report_missing.py
new file mode 100644
index 000000000..9b230842c
--- /dev/null
+++ b/scripts/report_missing.py
@@ -0,0 +1,22 @@
+from vlmeval.smp import *
+import time
+from datetime import datetime
+
+dataset = ['MME', 'SEEDBench_IMG', 'MMBench', 'CCBench', 'MMBench_CN']
+suffix = ['score.csv', 'acc.csv', 'acc.csv', 'acc.csv', 'acc.csv']
+script = ['mme_eval.py', 'multiple_choice.py', 'multiple_choice.py', 'multiple_choice.py', 'multiple_choice.py']
+
+N = len(dataset)
+assert N == len(suffix) == len(script)
+
+fs = ls(mode='dir')
+for f in fs:
+    files = ls(f, mode='file')
+    for i in range(N):
+        D = dataset[i]
+        suff = suffix[i]
+        scri = script[i]
+        pred_file = f'{f}/{f}_{D}.xlsx'
+        score_file = f'{f}/{f}_{D}_{suff}'
+        if osp.exists(pred_file) and not osp.exists(score_file):
+            print(f, D)
\ No newline at end of file
diff --git a/vlmeval/eval/multiple_choice.py b/vlmeval/eval/multiple_choice.py
index 8abb53d97..f00d8fbde 100644
--- a/vlmeval/eval/multiple_choice.py
+++ b/vlmeval/eval/multiple_choice.py
@@ -322,7 +322,7 @@ def parse_args():
 
 if __name__ == '__main__':
     args = parse_args()
-    assert args.dataset in ['MMBench', 'MMBench_CN', 'MMBench_DEV_EN', 'MMBench_DEV_CN', 'SEEDBench_IMG']
+    assert args.dataset in ['MMBench', 'MMBench_CN', 'MMBench_DEV_EN', 'MMBench_DEV_CN', 'SEEDBench_IMG', 'CCBench']
     suffix = args.data.split('.')[-1]
     log_pth = args.data.replace('.' + suffix, f'_{args.model}_eval.log')
     fout = open(log_pth, 'a')
diff --git a/vlmeval/utils/data_util.py b/vlmeval/utils/data_util.py
index ee7ce0c4f..ac8cfec18 100644
--- a/vlmeval/utils/data_util.py
+++ b/vlmeval/utils/data_util.py
@@ -28,7 +28,7 @@
 }
 
 def DATASET_TYPE(dataset):
-    if 'mmbench' in dataset.lower() or 'seedbench' in dataset.lower():
+    if 'mmbench' in dataset.lower() or 'seedbench' in dataset.lower() or 'ccbench' in dataset.lower():
         return 'multi-choice'
     elif 'MME' in dataset:
         return 'Y/N'