init dataset

Initialize the dataset, including MMGenBench-Test and MMGenBench-Domain

.gitattributes

@@ -56,3 +56,7 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 # Video files - compressed
 *.mp4 filter=lfs diff=lfs merge=lfs -text
 *.webm filter=lfs diff=lfs merge=lfs -text
+MMGenBench-Domain.json filter=lfs diff=lfs merge=lfs -text
+MMGenBench-Domain.tsv filter=lfs diff=lfs merge=lfs -text
+MMGenBench-Test.json filter=lfs diff=lfs merge=lfs -text
+MMGenBench-Test.tsv filter=lfs diff=lfs merge=lfs -text

MMGenBench-Domain.json

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+size 1829904835

MMGenBench-Domain.tsv

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+version https://git-lfs.github.com/spec/v1
+oid sha256:981404f2b7a7441f90c206f7d467ca36be9d35f6e0a8eb411659f0f4867e1787
+size 1828514855

MMGenBench-Test-label-count.json

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+    "Technology": 278,
+    "Count": 182,
+    "Natural": 405,
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+}

MMGenBench-Test.json

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+version https://git-lfs.github.com/spec/v1
+oid sha256:3dca6e0a5f69432783698cac03bf7b63b8815d45d0f65b090fe99261ccedb6c0
+size 234916579

MMGenBench-Test.tsv

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+version https://git-lfs.github.com/spec/v1
+oid sha256:1b62847985822e819e6b6dadd6a970a80dea989c04e2e56787ef30828d1c6e18
+size 234071792

check.py

@@ -0,0 +1,58 @@
+from collections import defaultdict
+import hashlib
+import os
+import json
+import tqdm
+import pandas as pd
+WORK_DIR = os.path.dirname(os.path.abspath(__file__))
+
+MD5 = {
+    "MMGenBench-Domain.tsv": "5c10daf6e2c5f08bdfb0701aa6db86bb",
+    "MMGenBench-Domain.json": "0a3164af5734192665e56b18d2fb2220",
+    "MMGenBench-Test-label-count.json": "d256a30f90f6b732281aa6847fa33bb6",
+    "MMGenBench-Test-label-index.json": "68372cda211b5ec85576cdc9f939656b",
+    "MMGenBench-Test.json": "672789f8073f7f55a753c7f3d0ad075e",
+    "MMGenBench-Test.tsv": "94f8dac6bbf7c20be403f99adeaa73da",
+}
+
+
+def main():
+    for filename, md5 in MD5.items():
+        with open(os.path.join(WORK_DIR, filename), 'rb') as f:
+            assert md5 == hashlib.md5(f.read()).hexdigest(), f'{filename} md5 not match'
+    print('MD5 check pass')
+
+    print("Running data check")
+    domain_tsv = pd.read_csv(os.path.join(WORK_DIR, 'MMGenBench-Domain.tsv'), sep='\t')
+    domain_json = json.load(open(os.path.join(WORK_DIR, 'MMGenBench-Domain.json')))
+    for i in range(len(domain_tsv)):
+        tmp = domain_json[i]
+        tmp['index'] = tmp['id']
+        del tmp['id'], tmp['img_path']
+        assert domain_tsv.iloc[i].to_dict() == tmp, f'{domain_tsv.iloc[i].to_dict()} != {tmp}'
+    print('Domain check pass')
+
+    test_tsv = pd.read_csv(os.path.join(WORK_DIR, 'MMGenBench-Test.tsv'), sep='\t')
+    test_json = json.load(open(os.path.join(WORK_DIR, 'MMGenBench-Test.json')))
+    test_label_index = json.load(open(os.path.join(WORK_DIR, 'MMGenBench-Test-label-index.json')))
+    test_label_count = json.load(open(os.path.join(WORK_DIR, 'MMGenBench-Test-label-count.json')))
+    label_index = defaultdict(list)
+    label_count = defaultdict(int)
+    for i in range(len(test_tsv)):
+        tmp = test_json[i]
+
+        for label in tmp['label']:
+            label_index[label].append(i)
+            label_count[label] += 1
+
+        tmp['index'] = tmp['id']
+        del tmp['id'], tmp['label'], tmp['label_detail']
+        assert test_tsv.iloc[i].to_dict() == tmp, f'{test_tsv.iloc[i].to_dict()} != {tmp}'
+
+    assert label_index == test_label_index, f'{label_index} != {test_label_index}'
+    assert label_count == test_label_count, f'{label_count} != {test_label_count}'
+    print('Test check pass')
+
+
+if __name__ == '__main__':
+    main()