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The dataset generation failed because of a cast error
Error code: DatasetGenerationCastError
Exception: DatasetGenerationCastError
Message: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 2 new columns ({'image', 'question_id'}) and 3 missing columns ({'image_tokens', 'image_path', 'tokens'}).
This happened while the json dataset builder was generating data using
hf://datasets/ChristinaW/MoDE-official/instructions/GQA/test.json (at revision a6d02a3fc002f4cd07c37eeadab9da0b8b37908b)
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1831, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 714, in write_table
pa_table = table_cast(pa_table, self._schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
question_id: string
image: string
text: string
answer: string
-- schema metadata --
pandas: '{"index_columns": [], "column_indexes": [], "columns": [{"name":' + 563
to
{'image_path': Value('string'), 'image_tokens': List(Value('int64')), 'text': Value('string'), 'answer': Value('string'), 'tokens': List(Value('int64'))}
because column names don't match
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1339, in compute_config_parquet_and_info_response
parquet_operations = convert_to_parquet(builder)
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 972, in convert_to_parquet
builder.download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 894, in download_and_prepare
self._download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 970, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1702, in _prepare_split
for job_id, done, content in self._prepare_split_single(
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1833, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 2 new columns ({'image', 'question_id'}) and 3 missing columns ({'image_tokens', 'image_path', 'tokens'}).
This happened while the json dataset builder was generating data using
hf://datasets/ChristinaW/MoDE-official/instructions/GQA/test.json (at revision a6d02a3fc002f4cd07c37eeadab9da0b8b37908b)
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
image_path
string | image_tokens
list | text
string | answer
string | tokens
list |
|---|---|---|---|---|
\/home\/xw6956\/CoIN\/cl_datasets\/GQA\/images\/2343296.jpg
|
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] |
<image>
Where is the person to the left of the knife sitting?.
Answer the question using a single word or phrase.<reserved08706>Restaurant
|
Restaurant
|
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<image>
What do both the kitchen and the shirt have in common?
Answer the question using a single word or phrase.<reserved08706>Color
|
Color
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\/home\/xw6956\/CoIN\/cl_datasets\/GQA\/images\/2354615.jpg
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<image>
What is the color of the man's hair?
Answer the question using a single word or phrase.<reserved08706>Brown
|
Brown
|
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] |
<image>
Is the cooking utensil that is to the left of the woman silver or brown?.
Answer the question using a single word or phrase.<reserved08706>Silver
|
Silver
|
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] |
<image>
Are there any guys to the right of the girl in the center?.
Answer the question using a single word or phrase.<reserved08706>Yes
|
Yes
|
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<image>
Does the man appear to be sitting?.
Answer the question using a single word or phrase.<reserved08706>Yes
|
Yes
|
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1635,
7668,
1901,
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361,
4989,
4070,
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1169,
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1056,
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2004,
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1134,
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2394,
549,
2952,
3507,
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7274,
1323,
6091,
5050,
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3172,
6086,
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3806,
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4249,
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4596,
5320,
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4437,
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7308,
3860,
75,
6599,
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6599,
3275,
4754,
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5737,
7552,
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7996,
1365,
4033,
2228,
249,
2372,
3478,
5032,
2083,
5467,
3199,
378,
6315,
6548,
1333,
2007,
1687,
628,
5061,
1852,
1004,
7189,
5897,
5962,
935,
5034,
2205,
543,
7253,
4239,
2691,
1004,
5840,
635,
6271,
7036,
5562,
1613,
2102,
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6701,
5902,
7668,
8030,
2585,
2953,
2105,
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6415,
5171,
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5619,
3631,
4001,
1181,
2981,
6111,
5196,
3868,
5589,
1202,
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63,
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1557,
284,
7729,
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6730,
2228,
5170,
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3487,
7887,
7880,
6810,
6629,
7299,
6532,
1056,
5911,
2847,
5724,
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4819,
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1808,
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4468,
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1106,
5871,
685,
3470,
4707,
79,
8187,
7571,
2390,
7054,
7099,
1689,
5209,
8168,
8096,
1772,
5122,
2827,
8065,
1354,
8069,
6682,
658,
3123,
3610,
3342,
3358,
4251,
7509,
5170,
1996,
6883,
3181,
285,
2953,
6760,
6094,
140,
1279,
2252,
1356,
6601,
2668,
6035,
3486,
1199,
6247,
5906,
2434,
5349,
2055,
4550,
3644,
5171,
5918,
7893,
6709,
4164,
921,
5448,
2644,
1664,
3175,
2836,
7593,
974,
4463,
1602,
2827,
2392,
2604,
2566,
5932,
5973,
1209,
4184,
6521,
266,
2872,
5296,
295,
1506,
5813,
1660,
2457,
2217,
3188,
4401,
2569,
2288,
2991,
1531,
1201,
6216,
6308,
3103,
635,
3189,
4818,
7061,
585,
6539,
4596,
7254,
7441,
7332,
7051,
777,
6203,
7078,
7022,
1724,
1994,
4145,
7288,
1578,
3834,
3253,
3158,
4064,
6357,
4804,
5936,
7195,
6775,
7524,
5789,
4986,
7572,
3253,
4238,
4315,
1852,
386,
854,
2827,
6820,
4709,
6405,
905,
5606,
6706,
2101,
2252,
1191,
7702,
3706,
3007,
7732,
7971,
7603,
4523,
1169,
6969,
6477,
996,
5104,
7082,
1077,
2717,
854,
4770,
5144,
3996,
6372,
7020,
5929,
2818,
295,
3750,
7069,
2836,
3587,
588,
6377,
7384,
4938,
7363,
200,
8111,
4456,
2643,
5487,
3119,
4849,
6800,
2348,
7880,
780,
5503,
3158,
5949,
2884,
4503,
4859,
4254,
6256,
3025,
7723,
5333,
3252,
3899,
5862,
5342,
6522,
7732,
6399,
7098,
2730,
7554,
4859,
4957,
8060,
1703,
24,
5402,
7428,
2016,
4720,
902,
2717,
7968,
467,
7815,
4590,
283,
2784,
382,
2016,
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7968,
6466,
7234,
3777,
4790,
3399,
3017,
1426,
2055,
7044,
4834,
4691,
8045,
768,
53,
6203,
6538,
2035,
7647,
2337,
6613,
501,
5296,
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7101,
2268,
7403,
7503,
502,
3445,
625,
614,
5580,
7441,
3163,
5108,
3707,
6742,
5503,
6980,
2338,
7489,
625,
1003,
3808,
191,
1504,
7793,
2865,
6780,
7544,
1022,
7443,
429,
6375,
4244,
2545,
4456,
1648,
6589,
1304,
2674,
133,
4540,
3606,
6937,
1394,
3017,
2707,
703,
550,
2833,
7954,
6109,
8102,
4672,
1828,
407,
3144,
4135,
2228,
4288,
6860,
407,
7809,
5296,
1279,
1520,
4789,
1454,
7103,
2818,
6130,
6155,
1872,
3544,
6308,
3093,
412,
2229,
5312,
159,
1198,
7647,
6766,
3025,
5237,
6839,
1724,
2865,
3578,
7600,
3731,
412,
2473,
1463,
7927,
1357,
5195,
1088,
662,
3967,
420,
7171,
6548,
1641,
182,
1643,
419,
869,
6260,
6399,
4581,
5432,
1333,
1452,
644,
1596,
1611,
1641,
5369,
439,
2778,
407,
5759,
4102,
6032,
5645,
5051,
24,
4983,
7253,
6133,
3163,
2123,
7726,
6879,
2991,
4725,
895,
7971,
2993,
3237,
4069,
652,
1590,
5651,
6846,
2004,
5796,
1622,
181,
552,
7254,
1390,
6004,
1810,
6715,
6099,
5171,
768,
7819,
5161,
6057,
1601,
6078,
6807,
4737,
7922,
7880,
7417,
2787,
2870,
1201,
3033,
525,
7349,
1647,
7626,
7514,
1724,
6695,
4729,
7036,
1972,
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363,
2084,
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2473,
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8065,
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4911,
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22398,
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\/home\/xw6956\/CoIN\/cl_datasets\/GQA\/images\/2322055.jpg
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1931,
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2009,
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1970,
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3028,
600,
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2713,
5630,
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867,
4210,
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1970,
42,
2297,
4130,
721,
4276,
5834,
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224,
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1976,
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3703,
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4074,
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2780,
4167,
1944,
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1450,
4793,
2376,
4953,
4474,
4592,
5451,
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390,
1294,
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7799,
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6829,
4815,
5942,
6273,
6252,
5292,
8071,
6580,
1908,
2149,
4416,
593,
4723,
716,
5017,
42,
4814,
1298,
7343,
5473,
6053,
3058,
4296,
2012,
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8011,
4272,
2975,
3058,
5361,
7510,
4473,
5650,
3251,
5770,
3204,
5762,
2881,
2098,
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215,
1821,
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4418,
4173,
6573,
1205,
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2568,
626,
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7097,
2780,
2121,
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7050,
1639,
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2122,
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2086,
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1607,
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3064,
6327,
7146,
7315,
1816,
8186,
2375,
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5303,
2224,
3585,
2008,
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3583,
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7936,
4048,
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3341,
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1574,
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1198,
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3540,
7512,
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1162,
4949,
8091,
959,
6860,
6518,
7988,
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7559,
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6000,
196,
4230,
2441,
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5550,
2025,
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8077,
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6087,
4487,
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6914,
1350,
2686,
7013,
3662,
7748,
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5112,
5607,
6482,
5955,
4945,
2653,
1200,
1606,
899,
4092,
2456,
7860,
502,
2907,
3152,
2008,
271,
5660,
8076,
75,
4611,
5230,
577,
4638,
4480,
5224,
52,
4000,
6243,
3164,
4459,
914,
8077,
2211,
1459,
4116,
6842,
5709,
4081,
3810,
4078,
1276,
3658,
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8035,
3987,
6048,
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3398,
3367,
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2108,
5188,
5834,
390,
2798,
5726,
211,
8035,
4691,
4370,
7027,
597,
5874,
6732,
2630,
1161,
1879,
4092,
7949,
4787,
5974,
1121,
3419,
497,
2907,
1304,
7830,
2331,
3936,
1904,
403,
5166,
8103,
4591,
5702,
59,
6507,
3639,
1527,
1753,
7027,
3838,
7546,
3855,
7096,
5920,
7475,
701,
8117,
4608,
4855,
4761,
8088,
1221,
1476,
3339,
1089,
4774,
5902,
6408,
4396,
4039,
1089,
3582,
4907,
3415,
6131,
3016,
5047,
2108,
8143,
7766,
6053,
3275,
1269,
1329,
2556,
3383,
7083,
3200,
1997,
6301,
3131,
4176,
3018,
7399,
3577,
4985,
7559,
4074,
2512,
1319,
1198,
224,
4152,
4128,
4126,
6935,
3970,
46,
5914,
2124,
6441,
4025,
1631,
2201,
550,
7097,
3169,
3771,
5771,
224,
5390,
3765,
5862,
3460,
2843,
1198,
2361,
5710,
5674,
2686,
2541,
2541,
1720,
7570,
6889,
938,
5702,
5120,
6126,
6107,
4180,
3845,
7641,
7249,
1897,
1002,
6965,
4416,
7179,
2434,
4797,
5942,
7569,
5449,
5051,
5274,
4327,
3460,
1000,
7805,
7687,
2859,
1824,
1653,
4428,
3605,
5309,
3963,
4082,
803,
5544,
5205,
2370,
284,
4098,
7050,
4586,
2556,
6243,
7130,
2556,
7789,
7864,
2390,
4621,
5584,
7834,
6013,
3900,
1521,
3804,
6889,
6808,
3545,
182,
368,
2978,
4114,
407,
6139,
4410,
1842,
3582,
1637,
6353,
2000,
1259,
6384,
2006,
7316,
8077,
2006,
2283,
5635,
6105,
4515,
5588,
3774,
1412,
3233,
3416,
6773,
6508,
6131,
262,
3777,
6083,
8143,
2876,
7852,
7710,
6809,
5945,
2962,
5479,
548,
6243,
3152,
5311,
6256,
3945,
6976,
404,
7344,
284,
1329,
3777,
554,
2848,
358,
5945,
3582,
606,
5754,
3406,
2510,
1336,
3443,
5348,
6052,
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3341,
5945,
5444,
6139,
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1926,
435,
7716,
5741,
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4951,
5444,
3903,
2497,
583,
4668,
8077,
6680,
1170,
4920,
6577,
3641,
5499,
1660,
7836,
7745,
4360,
1411,
1422,
4780,
1162,
346,
1637,
6738,
7398,
1459,
3727,
1252,
7283,
4379,
6411,
4582,
1274,
7722,
6090,
1586,
4120,
577,
5140,
3038,
5842,
7432,
602,
7427,
6758,
8041,
7565,
345,
6916,
3233,
7711,
2621,
6368,
7209,
5274,
550,
6580,
7748,
2183,
2370,
1274,
3369,
6976,
2043,
3574,
708,
404,
4379,
5224,
764,
7643,
7376,
7543,
5365,
4750,
6605,
5157,
1944,
7228,
8037,
4979,
1209,
3251,
899,
441,
1294,
1466,
1537,
3959,
435,
2454,
6141,
6391,
6304,
1085,
4703,
2321,
6847,
8156,
1085,
6273,
584,
6028,
7283,
5308,
2271,
3591,
8143,
474,
5474,
2891,
5914,
1598,
5324,
7299,
4814,
6309,
5514,
1968,
3819,
4284,
6028,
3585,
3992,
2273,
4473,
3233,
4815,
6384,
6310,
1018,
4814,
555,
6860,
1246,
5521,
7596,
3574,
4499,
810,
525,
1533,
6696,
2774,
6090,
4855,
5006,
1637,
708,
7748,
697,
7643,
7196,
7546,
6256,
6143,
898,
6660,
2284,
3703,
6582,
1854,
4966,
5308,
4333,
2010,
1194,
3746,
7728,
577,
6267
] |
<image>
Who is wearing jeans?
Answer the question using a single word or phrase.<reserved08706>Man
|
Man
|
[
0,
8197,
1935,
1900,
1741,
2416,
7432,
3399,
6942,
7838,
238,
4695,
4337,
8189,
381,
1276,
5866,
5651,
2443,
3808,
5962,
5987,
2454,
4837,
705,
2585,
8177,
4484,
5448,
685,
7992,
6953,
4462,
1198,
7363,
6119,
3175,
1558,
7320,
5478,
5899,
2778,
4265,
6477,
7840,
2347,
5901,
5501,
873,
750,
2870,
2641,
3313,
873,
6420,
7645,
4650,
3025,
6008,
7539,
6388,
4425,
4182,
4792,
2013,
1757,
1910,
8067,
4189,
7981,
5593,
2347,
4493,
362,
2788,
6853,
7319,
2514,
701,
6118,
883,
551,
7047,
2823,
1289,
4197,
5496,
284,
2336,
5486,
5518,
4784,
5313,
5349,
2268,
3645,
419,
362,
326,
7732,
7054,
6045,
6302,
705,
2473,
8172,
6923,
337,
6118,
1215,
7319,
302,
2833,
2268,
407,
1659,
16,
6135,
6521,
3405,
370,
3475,
6968,
6412,
6784,
4695,
1354,
4350,
705,
6599,
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2205,
8094,
6766,
2492,
3399,
5978,
3584,
3874,
3904,
7838,
1610,
7687,
1332,
1974,
4349,
5161,
6695,
4082,
5252,
3313,
3966,
7485,
689,
2277,
6879,
361,
5590,
6784,
3772,
3587,
7626,
3859,
554,
1201,
4192,
7078,
238,
4718,
4156,
448,
3144,
3863,
4422,
506,
1923,
1453,
6942,
2380,
3419,
3418,
742,
658,
1810,
355,
8102,
1757,
4927,
2004,
3559,
804,
3242,
792,
1503,
552,
6057,
7665,
3147,
3296,
1351,
1178,
3087,
4312,
529,
7263,
2243,
2616,
7775,
507,
4085,
3410,
5058,
3087,
5137,
1174,
5939,
5422,
354,
8081,
725,
6133,
1787,
1057,
4384,
6521,
7303,
5611,
4120,
7031,
354,
1337,
7595,
5412,
3399,
4574,
1263,
4300,
4261,
5473,
4129,
3347,
7593,
543,
519,
3688,
3032,
604,
4550,
2717,
5634,
3108,
1018,
3163,
871,
4214,
1424,
1974,
46,
2301,
4134,
725,
4280,
5838,
1872,
7503,
2217,
5501,
7288,
486,
228,
742,
3332,
1654,
7374,
1479,
4797,
1337,
7162,
4405,
635,
725,
1630,
4456,
2268,
1394,
1980,
185,
7838,
7437,
1273,
5021,
6162,
2228,
8177,
1135,
6369,
6723,
7503,
7840,
1636,
6118,
8168,
1656,
1260,
7510,
394,
1610,
5161,
1048,
5428,
2463,
5496,
529,
3707,
5032,
3631,
4177,
4078,
5313,
5973,
5032,
891,
6941,
3042,
854,
3141,
5204,
6842,
8148,
1343,
2784,
4171,
1948,
5652,
6154,
1454,
4797,
2380,
4957,
4478,
4596,
5455,
331,
869,
394,
1298,
474,
1067,
743,
7803,
712,
6833,
4819,
5946,
6277,
6256,
5296,
8075,
6584,
1912,
2153,
4420,
597,
4727,
720,
5021,
46,
4818,
1302,
7347,
5477,
6057,
3062,
4300,
2016,
6601,
8015,
4276,
2979,
3062,
5365,
7514,
4477,
5654,
3255,
5774,
3208,
5766,
2885,
2102,
581,
4819,
5010,
5929,
5598,
5745,
6607,
4237,
7803,
6080,
645,
6860,
4029,
1562,
931,
7206,
7569,
3096,
7287,
1301,
604,
4456,
219,
1825,
8015,
4422,
4177,
6577,
1209,
7774,
2572,
630,
6028,
7101,
2784,
2125,
1453,
6861,
7054,
1643,
3016,
705,
2126,
4033,
6515,
37,
4978,
2090,
94,
777,
1611,
7691,
1919,
3777,
1110,
417,
5032,
6962,
6695,
5296,
759,
3068,
6331,
7150,
7319,
1820,
8190,
2379,
3454,
674,
5307,
2228,
3589,
2012,
4781,
3587,
3108,
4118,
7940,
4052,
7793,
3345,
6879,
1578,
1632,
4642,
1202,
7375,
272,
3544,
7516,
1469,
6340,
2270,
1166,
4953,
8095,
963,
6864,
6522,
7992,
3155,
7563,
3325,
6969,
6004,
200,
4234,
2445,
200,
5554,
2029,
6377,
5239,
63,
6918,
6577,
4640,
7968,
4339,
207,
5548,
1503,
6407,
1872,
2036,
583,
4177,
3966,
5034,
7150,
6968,
8081,
5140,
6091,
4491,
5556,
4197,
6918,
1354,
2690,
7017,
3666,
7752,
6883,
5116,
5611,
6486,
5959,
4949,
2657,
1204,
1610,
903,
4096,
2460,
7864,
506,
2911,
3156,
2012,
275,
5664,
8080,
79,
4615,
5234,
581,
4642,
4484,
5228,
56,
4004,
6247,
3168,
4463,
918,
8081,
2215,
1463,
4120,
6846,
5713,
4085,
3814,
4082,
1280,
3662,
606,
4009,
8039,
3991,
6052,
1080,
3402,
3371,
3404,
1919,
2112,
5192,
5838,
394,
2802,
5730,
215,
8039,
4695,
4374,
7031,
601,
5878,
6736,
2634,
1165,
1883,
4096,
7953,
4791,
5978,
1125,
3423,
501,
2911,
1308,
7834,
2335,
3940,
1908,
407,
5170,
8107,
4595,
5706,
63,
6511,
3643,
1531,
1757,
7031,
3842,
7550,
3859,
7100,
5924,
7479,
705,
8121,
4612,
4859,
4765,
8092,
1225,
1480,
3343,
1093,
4778,
5906,
6412,
4400,
4043,
1093,
3586,
4911,
3419,
6135,
3020,
5051,
2112,
8147,
7770,
6057,
3279,
1273,
1333,
2560,
3387,
7087,
3204,
2001,
6305,
3135,
4180,
3022,
7403,
3581,
4989,
7563,
4078,
2516,
1323,
1202,
228,
4156,
4132,
4130,
6939,
3974,
50,
5918,
2128,
6445,
4029,
1635,
2205,
554,
7101,
3173,
3775,
5775,
228,
5394,
3769,
5866,
3464,
2847,
1202,
2365,
5714,
5678,
2690,
2545,
2545,
1724,
7574,
6893,
942,
5706,
5124,
6130,
6111,
4184,
3849,
7645,
7253,
1901,
1006,
6969,
4420,
7183,
2438,
4801,
5946,
7573,
5453,
5055,
5278,
4331,
3464,
1004,
7809,
7691,
2863,
1828,
1657,
4432,
3609,
5313,
3967,
4086,
807,
5548,
5209,
2374,
288,
4102,
7054,
4590,
2560,
6247,
7134,
2560,
7793,
7868,
2394,
4625,
5588,
7838,
6017,
3904,
1525,
3808,
6893,
6812,
3549,
186,
372,
2982,
4118,
411,
6143,
4414,
1846,
3586,
1641,
6357,
2004,
1263,
6388,
2010,
7320,
8081,
2010,
2287,
5639,
6109,
4519,
5592,
3778,
1416,
3237,
3420,
6777,
6512,
6135,
266,
3781,
6087,
8147,
2880,
7856,
7714,
6813,
5949,
2966,
5483,
552,
6247,
3156,
5315,
6260,
3949,
6980,
408,
7348,
288,
1333,
3781,
558,
2852,
362,
5949,
3586,
610,
5758,
3410,
2514,
1340,
3447,
5352,
6056,
6004,
3345,
5949,
5448,
6143,
6313,
6314,
1930,
439,
7720,
5745,
2153,
4955,
5448,
3907,
2501,
587,
4672,
8081,
6684,
1174,
4924,
6581,
3645,
5503,
1664,
7840,
7749,
4364,
1415,
1426,
4784,
1166,
350,
1641,
6742,
7402,
1463,
3731,
1256,
7287,
4383,
6415,
4586,
1278,
7726,
6094,
1590,
4124,
581,
5144,
3042,
5846,
7436,
606,
7431,
6762,
8045,
7569,
349,
6920,
3237,
7715,
2625,
6372,
7213,
5278,
554,
6584,
7752,
2187,
2374,
1278,
3373,
6980,
2047,
3578,
712,
408,
4383,
5228,
768,
7647,
7380,
7547,
5369,
4754,
6609,
5161,
1948,
7232,
8041,
4983,
1213,
3255,
903,
445,
1298,
1470,
1541,
3963,
439,
2458,
6145,
6395,
6308,
1089,
4707,
2325,
6851,
8160,
1089,
6277,
588,
6032,
7287,
5312,
2275,
3595,
8147,
478,
5478,
2895,
5918,
1602,
5328,
7303,
4818,
6313,
5518,
1972,
3823,
4288,
6032,
3589,
3996,
2277,
4477,
3237,
4819,
6388,
6314,
1022,
4818,
559,
6864,
1250,
5525,
7600,
3578,
4503,
814,
529,
1537,
6700,
2778,
6094,
4859,
5010,
1641,
712,
7752,
701,
7647,
7200,
7550,
6260,
6147,
902,
6664,
2288,
3707,
6586,
1858,
4970,
5312,
4337,
2014,
1198,
3750,
7732,
581,
6271,
8196,
16582,
23915,
16704,
23222,
38634,
16414,
16582,
22398,
16647,
18283,
17655,
16641,
18494,
19189,
16785,
27952,
16397,
8710,
19891,
2
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\/home\/xw6956\/CoIN\/cl_datasets\/GQA\/images\/2402170.jpg
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5047,
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5726,
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4754,
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1750,
2269,
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6764,
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1289,
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4934,
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6857,
1381,
1516,
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6427,
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2686,
2020,
7744,
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] |
<image>
On which side of the image is the car?.
Answer the question using a single word or phrase.<reserved08706>Right
|
Right
|
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] |
<image>
On which side of the image is the pizza cutter?
Answer the question using a single word or phrase.<reserved08706>Right
|
Right
|
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<image>
What kind of furniture is to the left of the pillows?
Answer the question using a single word or phrase.<reserved08706>Dresser
|
Dresser
|
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<image>
What is the bag on?.
Answer the question using a single word or phrase.<reserved08706>Bench
|
Bench
|
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] |
<image>
Are there either any mirrors or spray cans in the photograph?.
Answer the question using a single word or phrase.<reserved08706>Yes
|
Yes
|
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<image>
Are there cabinets in the photo?.
Answer the question using a single word or phrase.<reserved08706>No
|
No
|
[
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3610,
5061,
7419,
2323,
5619,
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3242,
6526,
3690,
5639,
7775,
3622,
6306,
544,
4498,
2696,
1520,
1531,
3410,
6395,
2128,
595,
7971,
1812,
3141,
7435,
2113,
7213,
842,
3643,
6995,
973,
520,
1969,
6412,
476,
1237,
871,
467,
2873,
1273,
2371,
6995,
4115,
7553,
7865,
3843,
3255,
6346,
2273,
1234,
5465,
5987,
7649,
4195,
6175,
7192,
5144,
4653,
6884,
4649,
4383,
1557,
1332,
7213,
1393,
1576,
2918,
53,
7563,
1354,
1740,
3276,
467,
2560,
5869,
592,
2680,
4611,
4163,
4123,
7339,
6762,
5412,
5394,
4321,
5020,
5985,
990,
410,
1338,
1944,
8081,
1579,
7011,
5439,
7431,
588,
4078,
4588,
7864,
592,
3929,
1712,
3929,
3712,
4550,
7253,
943,
2291,
2551,
3155,
1541,
1808,
4244,
3405,
7058,
7226,
4182,
6828,
3770,
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5564,
4555,
1702,
7330,
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1237,
159,
1493,
3596,
2873,
5559,
7563,
7312,
3286,
4866,
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3450,
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2545,
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7022,
6462,
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2827,
1454,
1593,
5171,
2182,
2500,
2434,
7098,
6177,
2200,
5455,
2126,
4866,
527,
5589,
7021,
6041,
8094,
6435,
161,
1782,
3066,
440,
1996,
5683,
7051,
2336,
3199,
2607,
7665,
3172,
5854,
4493,
4695,
5711,
7303,
7065,
520,
4313,
3948,
2050,
3903,
7077,
4043,
6237,
5332,
7880,
3867,
1801,
5228,
689,
701,
7713,
6313,
94,
7564,
6571,
4469,
786,
2229,
6812,
7230,
8094,
7065,
6191,
5518,
5578,
3969,
7875,
6965,
93,
5771,
527,
789,
7838,
8030,
7047,
6282,
7626,
6306,
4383,
7552,
4586,
6742,
2252,
7145,
2217,
2171,
140,
4420,
2773,
7363,
7863,
5072,
5949,
66,
1829,
3144,
816,
3640,
7539,
3418,
7499,
6664,
8069,
1707,
5758,
2560,
3929,
3867,
1535,
4146,
7702,
2584,
207,
3688,
4469,
714,
4164,
6418,
1250,
4051,
2463,
7087,
6891,
361,
2389,
200,
5652,
5556,
1712,
3653,
363,
200,
1930,
685,
4949,
1996,
4120,
6646,
4968,
8027,
6502,
5055,
4737,
6883,
4261,
1541,
6489,
7084,
3459,
5761,
3358,
94,
5342,
1209,
4468,
2287,
7011,
604,
3487,
4033,
2836,
4781,
4396,
8169,
4523,
5518,
7815,
710,
558,
2010,
3966,
3083,
7245,
2836,
6313,
4754,
7124,
873,
4979,
3841,
3949,
1292,
2691,
7274,
429,
5638,
302,
8169,
442,
1263,
4770,
543,
2253,
5278,
6614,
520,
5654,
6586,
754,
646,
1165,
1067,
3929,
2372,
3382,
7150,
6489,
2995,
2865,
5447,
3829,
652,
1801,
7011,
5108,
6828,
4304,
1901,
5237,
5682,
7884,
6876,
3967,
5160,
1930,
7524,
4729,
4857,
5562,
1578,
5737,
3587,
4092,
191,
4714,
4866,
7428,
8012,
4574,
7508,
6415,
3086,
1357,
2865,
5373,
3025,
5664,
675,
6094,
1709,
5320,
2613,
5353,
7927,
221,
625,
905,
408,
3032,
1557,
2224,
3907,
4707,
3587,
5729,
5932,
7888,
2551,
8111,
1199,
3651,
266,
4968,
2318,
4586,
7103,
4016,
4720,
1057,
1157,
6762,
4650,
2654,
2782,
635,
5518,
3949,
1479,
5427,
8107,
2805,
5481,
1317,
185,
5034,
75,
1579,
3843,
5439,
3188,
7848,
3936,
7363,
3176,
3020,
5653,
137,
7973,
4976,
4863,
7695,
1356,
5578,
486,
6851,
4550,
7895,
4709,
1520,
3731,
7058,
5356,
5266,
4409,
2209,
4953,
3688,
2016,
1301,
2545,
2365,
544,
7409,
7384,
543,
8169,
5427,
2394,
7319,
6738,
4894,
198,
6879,
6539,
5130,
614,
1707,
1996,
1223,
7774,
6097,
3139,
504,
3204,
191,
3087,
1199,
7150,
5662,
3291,
4686,
7479,
508,
4251,
189,
5209,
2881,
8062,
6377,
1810,
7299,
5478,
7200,
7254,
2820,
1083,
1748,
5489,
5723,
7571,
5746,
5481,
2897,
2850,
4139,
1034,
439,
6592,
1611,
6302,
4912,
1479,
5026,
8137,
3348,
5962,
921,
6618,
547,
3653,
2852,
6664,
2658,
2501,
7667,
2215,
7380,
3586,
6922,
6811,
5957,
6742,
5989,
6527,
7020,
2274,
4238,
5062,
5466,
6139,
7162,
7667,
3515,
7834,
2215,
4720,
140,
3158,
6349,
331,
3008,
1624,
5104,
5813,
4550,
6207,
3891,
3653,
5320,
2865,
7834,
6578,
3032,
2065,
4938,
7009,
2004,
4826,
7626,
161,
4891,
2374,
1657,
5020,
4983,
5002,
7150,
6686,
6252,
5032,
3839,
5154,
6508,
4930,
2267,
6314,
1166,
712,
3974,
3221,
1142,
6836,
5227,
5050,
4177,
7278,
7552,
6377,
3580,
6090,
3086,
3785,
7237,
5838,
6577,
1430,
658,
2514,
3580,
5239,
7927,
7770,
6172,
2644,
7054,
5906,
5154,
5716,
674,
6512,
6557,
5846,
7254,
474,
6491,
3832,
3147,
5652,
258,
3083,
6669,
5611,
2209,
392,
6792,
1470,
7098,
3382,
3907,
386,
5054,
5774,
7036,
2171,
7224,
3891,
7622,
6801,
4612,
2010,
6291,
7320,
5480,
8137,
7514,
4983,
2982,
2394,
4307,
4409,
5959,
7307,
7539,
7157,
4207,
3948,
4374,
813,
7266,
635,
7856,
6508,
7414,
4468,
6139,
2537,
200,
412,
4983,
6601,
8160,
8121,
6452,
2914,
838,
1343,
6348,
1686,
881,
1584,
1256,
3252,
1900,
1748,
275,
862,
5376,
452,
3448,
2269,
390,
6948,
3325,
3464,
2330,
4523,
408,
588,
3404,
198,
741,
1440,
381,
6864,
7905,
6853,
6800,
566,
5729,
6495,
2680,
7564,
1776,
5851,
1681,
7649,
5634,
3544,
6147,
842,
2961,
7895,
3221,
6154,
6521,
7011,
4199,
842,
4754,
5743,
228,
4642,
4383,
6388,
4029,
7723,
7075,
7036,
6271,
4502,
355,
7672,
7428,
6282,
2365,
4446,
1215,
1708,
5922,
349,
4177,
813,
7479,
488,
3358,
6273,
45,
7510,
4485,
5878,
4139,
1008,
1782,
3785,
7815,
5901,
5901,
1256,
6705,
2833,
2546,
6116,
7793,
442,
3686,
2873,
854,
5729,
6564,
17,
651,
1278,
1651,
5706,
1686,
266,
1120,
7339,
349,
6135,
644,
6130,
6506,
1996,
7573,
1980,
4477,
4261,
1056,
5428,
75,
2607,
7809,
6578,
552,
1302,
6860,
2301,
7200,
3086,
2460,
2153,
4059,
4092,
6282,
3920,
467,
1472,
1708,
6794,
2990,
3176,
2354,
6118,
7176,
4123,
1641,
8148,
1641,
519,
6119,
7924,
780,
7593,
5296,
6144,
2749,
3296,
6266,
6578,
780,
1414,
4672,
6698,
4033,
94,
7054,
8160,
137,
3212,
871,
6510,
2454,
6327,
2379,
6358,
776,
2680,
7237,
5593,
6736,
2387,
8140,
3823,
4477,
7990,
5448,
5572,
142,
6705,
552,
7193,
2514,
7237,
2747,
6175,
8140,
3781,
7723,
6086,
5278,
7991,
4955,
4938,
1499,
5729,
6526,
544,
3823,
3785,
381,
536,
5467,
5593,
549,
2268,
6307,
288,
6271,
1829,
6266,
6813,
6039,
2287,
5559,
7884,
4784,
6388,
3863,
5026,
176,
1535,
689,
4586,
3750,
4737,
4484,
1533,
6578,
813,
5588,
4420,
4554,
2171,
2268,
4529,
4304,
5187,
6939,
1648,
6266,
693,
94,
1430,
2625,
1828,
4477,
3559,
675,
4590,
6271,
3775,
1660,
6723,
3156,
2738,
6155,
7665,
7544,
7793,
6364,
4051,
6119,
6135,
2827,
6388,
284,
3578,
7054,
7075,
2287,
2025,
4199,
5572,
2416,
4957,
8065,
3967,
2456,
6618,
3278,
6864,
7691,
1100,
1165,
412,
4891,
2802,
7237,
3159,
5051,
2268,
1742,
2268,
2569,
2965,
4957,
8196,
16582,
22719,
16986,
58998,
16672,
16647,
21385,
16414,
16397,
16582,
22398,
16647,
18283,
17655,
16641,
18494,
19189,
16785,
27952,
16397,
8710,
19084,
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1822,
7899,
5330,
3087,
4333,
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387,
2430,
3943,
15,
4308,
3265,
2637,
6512,
2122,
7040,
6395,
1479,
2091,
3619,
6273,
7524,
3488,
2285,
3911,
1182,
4038,
5328,
5328,
4392,
3115,
7432,
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6095,
2022,
5948,
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4095,
5372,
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543,
4817,
2491,
4725,
5907,
1455,
2987,
3890,
7369,
4415,
5046,
6761,
6064,
2285,
5581,
1772,
5210,
7591,
5251,
2677,
7725,
5479,
2009,
4800,
992,
121,
6701,
1174,
1041,
1808,
3441,
8112,
2557,
255,
7054,
6602,
5112,
2390,
5588,
2080,
6790,
2743,
262,
2819,
875,
4459,
2202,
7052,
7931,
6706,
5957,
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393,
7931,
6848,
3444,
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1509,
2454,
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761,
7375,
4492,
2412,
7524,
2313,
7259,
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1138,
3154,
4452,
4825,
3574,
573,
1466,
247,
6697,
7898,
562,
7344,
7264,
6560,
7315,
4727,
1944,
8185,
671,
404,
1557,
6249,
482,
3442,
7696,
3879,
690,
5022,
404,
4308,
500,
6559,
7525,
7335,
466,
650,
6114,
217,
7923,
1940,
441,
7080,
7627,
2080,
7786,
6958,
7803,
5581,
5395,
7680,
7054,
6158,
277,
6614,
5308,
6041,
3225,
737,
6195,
7020,
4766,
3369,
6083,
6395,
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3838,
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573,
1592,
2509,
6694,
1080,
4525,
7202,
4155,
3158,
4160,
4206,
6498,
4953,
3501,
7283,
5444,
5770,
7543,
86,
7701,
3275,
7836,
1246,
7071,
4209,
8041,
366,
6323,
699,
2109,
3154,
3837,
5352,
3896,
4623,
2289,
1211,
1288,
2351,
3038,
5970,
1908,
5550,
4098,
882,
3658,
2639,
6441,
1502,
6898,
6732,
6131,
4034,
3764,
6809,
7428,
3021,
776,
4534,
6323,
2091,
6233,
3808,
7402,
6430,
4855,
4276,
6655,
1359,
4261,
3252,
4657,
4725,
6241,
1495,
3369,
6508,
1958,
7506,
4855,
4185,
1197,
2609,
6309,
724,
3395,
3248,
2205,
7398,
633,
7283,
6679,
1926,
7933,
4845,
7296,
8,
6131,
3838,
85,
6761,
7568,
3275,
1897,
2236,
1485,
1768,
5792,
6483,
3959,
284,
3583,
3992,
6473,
6488,
277,
5235,
732,
1843,
5544,
2819,
521,
1041,
7913,
4758,
7424,
3511,
462,
1285,
5886,
292,
85,
3592,
1288,
2483,
7356,
5970,
7688,
1319,
1783,
1618,
4048,
7680,
6860,
1940,
4802,
6309,
1450,
2313,
6916,
1872,
5902,
6427,
3369,
3576,
2462,
1685,
6111,
3855,
3694,
2180,
6241,
3031,
7220,
7748,
2713,
2380,
1198,
5349,
2180,
5842,
7608,
7549,
4405,
3925,
7504,
3394,
5223,
1044,
6037,
725,
249,
5969,
7188,
6616,
4781,
7987,
5902,
8076,
1339,
7988,
330,
7116,
6086,
515,
5369,
5418,
3419,
5274,
7196,
3441,
4124,
425,
3808,
4934,
4782,
5753,
3154,
7636,
1698,
4979,
7725,
8136,
393,
5251,
6992,
3652,
7874,
5255,
1904,
3264,
6761,
1195,
834,
934,
4055,
5016,
3684,
262,
2062,
7231,
4676,
737,
4350,
8128,
2042,
6028,
809,
6485,
6135,
1683,
3430,
7146,
918,
7936,
6573,
1073,
1743,
5463,
6076,
3576,
4721,
3394,
960,
3394,
5449,
6373,
706,
5345,
6140,
2829,
4002,
3793,
4935,
211,
6473,
4940,
8088,
859,
7918,
4491,
472,
5544,
1079,
7428,
3683,
1606,
502,
918,
585,
4130,
4491,
3177,
7535,
8023,
3016,
2368,
2017,
8109,
2314,
2556,
1529,
1531,
4131,
3171,
358,
3137,
3992,
4029,
4607,
6310,
7535,
3525,
8092,
1093,
7643,
601,
2010,
3806,
2556,
1744,
3764,
387,
1210,
7932,
1702,
4029,
2491,
4091,
2727,
591,
6271,
2122,
5954,
3585,
7880,
6267,
7510,
3272,
3991,
2183,
5624,
2273,
6371,
5139,
3943,
6835,
3177,
6581,
36,
7078,
2051,
3238,
4235,
3708,
4142,
7355,
2996,
8071,
4940,
6062,
1018,
7440,
4526,
4142,
298,
4818,
4234,
7080,
6938,
3591,
6914,
6243,
5601,
6171,
7608,
6971,
7608,
2937,
4862,
5984,
6341,
5984,
4526,
5390,
2220,
449,
7070,
1030,
4577,
606,
7326,
8077,
7326,
4342,
4235,
6764,
7345,
5970,
949,
993,
647,
7304,
3992,
3195,
185,
955,
785,
6506,
6536,
3962,
7901,
7170,
4396,
6087,
7535,
809,
6835,
2336,
6256,
2107,
8050,
6448,
2152,
5319,
3649,
1209,
5950,
7875,
6304,
3265,
5352,
7316,
5309,
2713,
7098,
4178,
7949,
8142,
7815,
2313,
7565,
4966,
4862,
4206,
1475,
1755,
5523,
212,
7770,
4788,
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<image>
Do you see a towel that is not red?.
Answer the question using a single word or phrase.<reserved08706>Yes
|
Yes
|
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\/home\/xw6956\/CoIN\/cl_datasets\/GQA\/images\/2350113.jpg
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] |
<image>
Which side of the picture is the fork on?
Answer the question using a single word or phrase.<reserved08706>Right
|
Right
|
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<image>
What is the fruit on the full plate?.
Answer the question using a single word or phrase.<reserved08706>Orange
|
Orange
|
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<image>
Which color does the hallway have?
Answer the question using a single word or phrase.<reserved08706>White
|
White
|
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<image>
Is the bus to the right or to the left of the plastic bag?
Answer the question using a single word or phrase.<reserved08706>Right
|
Right
|
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2
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End of preview.
MoDE Dataset
This repository accompanies the NeurIPS 2025 paper:
“Mitigating Intra- and Inter-modal Forgetting in Continual Learning of Unified Multimodal Models.”
📄 arXiv • 💻 GitHub
Overview
The MoDE dataset is adapted from the CoIN benchmark.
The repository includes:
data/— Processed training and validation splits for all tasksinstructions/— Evaluation instructions and prompts
Datasets Download
Please refer to the original CoIN dataset documentation to download the raw datasets:
🔗 https://github.com/zackschen/CoIN?tab=readme-ov-file#dataset
The tasks include:
- ScienceQA
- ImageNet
- TextVQA
- GQA
- VizWiz
Citation
If you use MoDE or its processed data in your research, please cite the associated NeurIPS 2025 paper.
@inproceedings{weimitigating,
title={Mitigating Intra-and Inter-modal Forgetting in Continual Learning of Unified Multimodal Models},
author={Wei, Xiwen and Munir, Mustafa and Marculescu, Radu},
booktitle={The Thirty-ninth Annual Conference on Neural Information Processing Systems}
}
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