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Datasets:
asuglia
/
compguesswhat

Tasks:
Visual Question Answering
Modalities:
Tabular
Text
Formats:
parquet
Sub-tasks:
visual-question-answering
Languages:
English
Size:
100K - 1M
ArXiv:
Libraries:
Datasets
pandas
License:
Dataset card Data Studio Files
xet
Community
6
Dataset Viewer
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id
int32
2.45k
224k
target_id
int32
144
2.23M
timestamp
stringlengths
19
19
status
stringclasses
3 values
image
dict
qas
sequence
objects
sequence
2,447
1,641,241
2016-07-08 15:10:17
success
{ "id": 157190, "file_name": "COCO_train2014_000000157190.jpg", "flickr_url": "http://farm3.staticflickr.com/2069/2171007168_eecf50f8f3_z.jpg", "coco_url": "http://mscoco.org/images/157190", "height": 400, "width": 500, "visual_genome": { "width": 500, "height": 400, "url": "https://cs.stanford.edu/people/rak248/VG_100K/2318324.jpg", "coco_id": 157190, "flickr_id": "2171007168", "image_id": "2318324" } }
{ "question": [ "is it on the back coutertop?", "is it on the island?", "is it on the walls?", "is it in the cabinets?", "is it a human?", "is it on the windowsill?", "is it an appliance?", "does it cook things?" ], "answer": [ "No", "No", "No", "No", "No", ...
{ "id": [ 1884977, 1511940, 2213789, 1896991, 1512128, 1509044, 79477, 1885615, 1878142, 1641241, 1895438, 421166, 1886090, 1529549, 1533777, 1506691, 1882956, 1120367, 1896575, 2139380 ], "bbox": [ [ 447.44000244140625, ...
2,451
657,159
2016-07-08 15:10:32
success
{ "id": 579680, "file_name": "COCO_train2014_000000579680.jpg", "flickr_url": "http://farm9.staticflickr.com/8309/8015496973_61ccd97612_z.jpg", "coco_url": "http://mscoco.org/images/579680", "height": 480, "width": 640, "visual_genome": { "width": 500, "height": 375, "url": "https://cs.stanford.edu/people/rak248/VG_100K_2/2378411.jpg", "coco_id": 579680, "flickr_id": "8015496973", "image_id": "2378411" } }
{ "question": [ "is it a guy?", "is it a racket?", "is it on the right?" ], "answer": [ "No", "Yes", "No" ], "id": [ 5058, 5067, 5074 ] }
{ "id": [ 659019, 426645, 440062, 657159 ], "bbox": [ [ 445.9100036621094, 291.2900085449219, 139.91000366210938, 158.63999938964844 ], [ 176.5, 110.63999938964844, 208.7899932861328, 369.3599853515625 ], [ 377.5299987792969...
2,463
2,108,588
2016-07-08 15:11:26
success
{ "id": 326936, "file_name": "COCO_train2014_000000326936.jpg", "flickr_url": "http://farm9.staticflickr.com/8491/8263546381_40043c5d19_z.jpg", "coco_url": "http://mscoco.org/images/326936", "height": 427, "width": 640, "visual_genome": { "width": 1024, "height": 683, "url": "https://cs.stanford.edu/people/rak248/VG_100K/1593178.jpg", "coco_id": 326936, "flickr_id": "8263546381", "image_id": "1593178" } }
{ "question": [ "Is it on the floor?", "Is it on the table?", "Hanging on the wall?", "Is it wood?", "Located in a corner?" ], "answer": [ "No", "No", "No", "No", "No" ], "id": [ 5126, 5142, 5161, 5192, 5210 ] }
{ "id": [ 2108588, 2109859, 2109689, 2108895, 1483200, 1482973 ], "bbox": [ [ 264, 101.77999877929688, 37.56999969482422, 19.81999969482422 ], [ 404.1000061035156, 110.2699966430664, 21.719999313354492, 3.869999885559082 ], ...
2,466
1,471,902
2016-07-08 15:11:35
success
{ "id": 47394, "file_name": "COCO_val2014_000000047394.jpg", "flickr_url": "http://farm3.staticflickr.com/2412/2320020960_89d7900ee2_z.jpg", "coco_url": "http://mscoco.org/images/47394", "height": 640, "width": 426, "visual_genome": { "width": 333, "height": 500, "url": "https://cs.stanford.edu/people/rak248/VG_100K_2/2404826.jpg", "coco_id": 47394, "flickr_id": "2320020960", "image_id": "2404826" } }
{ "question": [ "Is it a person?", "Is it an object?", "Is it made of metal?", "Is it white?", "Is it black?", "Is it a article of clothing?", "Is it dirt?", "Is it maroon?", "Is it a bat?", "Is it green?", "Is it striped?", "is it large?", "is it small?", "is i...
{ "id": [ 1471902, 1240939, 466448, 1857816 ], "bbox": [ [ 253.8300018310547, 349.8699951171875, 50.439998626708984, 51.7599983215332 ], [ 264.6300048828125, 308.9700012207031, 161.3699951171875, 325.0400085449219 ], [ 81.58...
2,470
1,220,288
2016-07-08 15:11:45
success
{ "id": 570390, "file_name": "COCO_train2014_000000570390.jpg", "flickr_url": "http://farm6.staticflickr.com/5013/5485925301_5db62c6665_z.jpg", "coco_url": "http://mscoco.org/images/570390", "height": 640, "width": 425, "visual_genome": { "width": 680, "height": 1024, "url": "https://cs.stanford.edu/people/rak248/VG_100K/1592510.jpg", "coco_id": 570390, "flickr_id": "5485925301", "image_id": "1592510" } }
{ "question": [ "is it a person?", "is it on the elephant?", "are they wearing red?", "are they wearing a black hat?", "are they in the front?" ], "answer": [ "Yes", "Yes", "No", "No", "No" ], "id": [ 5125, 5131, 5138, 5147, 5151 ] }
{ "id": [ 1220288, 514854, 456636, 580377, 1215115, 456210 ], "bbox": [ [ 149.6699981689453, 34.619998931884766, 52.33000183105469, 75.30999755859375 ], [ 160.22000122070312, 69.23999786376953, 54.720001220703125, 53.5900001525878...
2,474
150,430
2016-07-08 15:12:13
success
{ "id": 300663, "file_name": "COCO_train2014_000000300663.jpg", "flickr_url": "http://farm8.staticflickr.com/7075/6993148392_0f00427777_z.jpg", "coco_url": "http://mscoco.org/images/300663", "height": 480, "width": 640, "visual_genome": { "width": 1024, "height": 768, "url": "https://cs.stanford.edu/people/rak248/VG_100K/1592511.jpg", "coco_id": 300663, "flickr_id": "6993148392", "image_id": "1592511" } }
{ "question": [ "is it a person?", "is it a motorcycle?", "is it red?" ], "answer": [ "No", "Yes", "No" ], "id": [ 5157, 5166, 5171 ] }
{ "id": [ 1790757, 1214670, 1225183, 256632, 257027, 150430, 148826 ], "bbox": [ [ 333.4599914550781, 175.08999633789062, 12.09000015258789, 21.520000457763672 ], [ 280.70001220703125, 166.42999267578125, 15.770000457763672, 3...
2,483
1,621,492
2016-07-08 15:12:39
success
{ "id": 80040, "file_name": "COCO_train2014_000000080040.jpg", "flickr_url": "http://farm7.staticflickr.com/6131/5956407942_68dcc27c4b_z.jpg", "coco_url": "http://mscoco.org/images/80040", "height": 478, "width": 640, "visual_genome": { "width": 500, "height": 374, "url": "https://cs.stanford.edu/people/rak248/VG_100K_2/2380838.jpg", "coco_id": 80040, "flickr_id": "5956407942", "image_id": "2380838" } }
{ "question": [ "Is a bowl?", "Is it green?", "Is it in a bowl?", "Is it on a plate?", "Is it glass?", "Is it brown?", "Is it made of wood?" ], "answer": [ "No", "No", "No", "No", "No", "Yes", "Yes" ], "id": [ 5181, 5193, 5206, 5215, ...
{ "id": [ 2098530, 2099574, 1621492, 2218760, 717155, 715442 ], "bbox": [ [ 336.3599853515625, 1.2899999618530273, 58.18000030517578, 75.58999633789062 ], [ 404.55999755859375, 4.360000133514404, 65.97000122070312, 62.240001678466...
2,489
500,699
2016-07-08 15:13:05
success
{ "id": 449384, "file_name": "COCO_train2014_000000449384.jpg", "flickr_url": "http://farm7.staticflickr.com/6142/5958073739_46a53b049c_z.jpg", "coco_url": "http://mscoco.org/images/449384", "height": 480, "width": 640, "visual_genome": { "width": 500, "height": 375, "url": "https://cs.stanford.edu/people/rak248/VG_100K/2351103.jpg", "coco_id": 449384, "flickr_id": "5958073739", "image_id": "2351103" } }
{ "question": [ "is it a piece of clothing?", "is it a vehicle?", "is it a bag?", "is it an umbrella?", "is it a sign?", "is it a tree?", "is it in the background?", "is it a sidewalk?", "is it a person?", "is it a child?" ], "answer": [ "No", "No", "No", "N...
{ "id": [ 1788106, 430572, 354924, 1787557, 354143, 500699, 1176158, 1810263, 348727, 2208560, 280344, 1181327 ], "bbox": [ [ 124.18000030517578, 161.83999633789062, 21.670000076293945, 12.390000343322754 ], [ 96.86000061035...
2,511
51,378
2016-07-08 15:14:51
success
{ "id": 197245, "file_name": "COCO_val2014_000000197245.jpg", "flickr_url": "http://farm1.staticflickr.com/30/42009789_c8e9f7abee_z.jpg", "coco_url": "http://mscoco.org/images/197245", "height": 375, "width": 500, "visual_genome": { "width": 500, "height": 375, "url": "https://cs.stanford.edu/people/rak248/VG_100K_2/2416334.jpg", "coco_id": 197245, "flickr_id": "42009789", "image_id": "2416334" } }
{ "question": [ "Is it an animal?" ], "answer": [ "Yes" ], "id": [ 5296 ] }
{ "id": [ 51378, 1109095, 116725 ], "bbox": [ [ 214.86000061035156, 2.1500000953674316, 284.8699951171875, 368.55999755859375 ], [ 0.8399999737739563, 115.44999694824219, 282.30999755859375, 155.05999755859375 ], [ 102.419998168...
2,521
2,118,524
2016-07-08 15:15:26
success
{ "id": 267435, "file_name": "COCO_train2014_000000267435.jpg", "flickr_url": "http://farm6.staticflickr.com/5491/10133491603_c546dbe392_z.jpg", "coco_url": "http://mscoco.org/images/267435", "height": 480, "width": 640, "visual_genome": { "width": 500, "height": 375, "url": "https://cs.stanford.edu/people/rak248/VG_100K/2361209.jpg", "coco_id": 267435, "flickr_id": "10133491603", "image_id": "2361209" } }
{ "question": [ "Is it a person?", "Is the main color of the object white?", "Is the object on the table?", "Is the object behind the people?", "Is the object being held by a person?" ], "answer": [ "No", "No", "No", "No", "Yes" ], "id": [ 5333, 5357, 5379, ...
{ "id": [ 1592231, 1491114, 701621, 2118524, 682969, 119356, 1878531, 2093155, 1720692, 1487096, 89016, 192408, 1503830 ], "bbox": [ [ 521.9000244140625, 172.52999877929688, 68.88999938964844, 100.01000213623047 ], [ 347...
2,523
253,435
2016-07-08 15:15:33
success
{ "id": 389451, "file_name": "COCO_val2014_000000389451.jpg", "flickr_url": "http://farm9.staticflickr.com/8216/8336832110_eeb84b1eed_z.jpg", "coco_url": "http://mscoco.org/images/389451", "height": 479, "width": 640, "visual_genome": { "width": 500, "height": 375, "url": "https://cs.stanford.edu/people/rak248/VG_100K_2/2398295.jpg", "coco_id": 389451, "flickr_id": "8336832110", "image_id": "2398295" } }
{ "question": [ "is it the boat?", "is it a goat?", "is it a person?", "is it on the left?", "is it black?", "is it in the boat?" ], "answer": [ "No", "No", "Yes", "No", "No", "Yes" ], "id": [ 5335, 5347, 5350, 5368, 5377, 5390 ] }
{ "id": [ 1820059, 262592, 1819779, 1820552, 197889, 1819685, 175417, 253435, 184121 ], "bbox": [ [ 452.3599853515625, 258.7699890136719, 83.52999877929688, 71.44000244140625 ], [ 310.1600036621094, 161.75, 8.680000305175781...
2,525
488,625
2016-07-08 15:15:44
success
{ "id": 114786, "file_name": "COCO_train2014_000000114786.jpg", "flickr_url": "http://farm5.staticflickr.com/4022/4527998113_bf1d022641_z.jpg", "coco_url": "http://mscoco.org/images/114786", "height": 640, "width": 427, "visual_genome": { "width": 333, "height": 500, "url": "https://cs.stanford.edu/people/rak248/VG_100K/2332702.jpg", "coco_id": 114786, "flickr_id": "4527998113", "image_id": "2332702" } }
{ "question": [ "Is it a human?", "Is it a child?" ], "answer": [ "Yes", "Yes" ], "id": [ 5354, 5369 ] }
{ "id": [ 453197, 2002136, 1084401, 488625, 1728850, 693775 ], "bbox": [ [ 177.10000610351562, 11.539999961853027, 249.89999389648438, 337.29998779296875 ], [ 36.90999984741211, 0, 157.1300048828125, 230.11000061035156 ], ...
2,537
656,637
2016-07-08 15:16:41
success
{ "id": 471825, "file_name": "COCO_train2014_000000471825.jpg", "flickr_url": "http://farm3.staticflickr.com/2744/4318932692_e3609f2d6d_z.jpg", "coco_url": "http://mscoco.org/images/471825", "height": 640, "width": 427, "visual_genome": { "width": 333, "height": 500, "url": "https://cs.stanford.edu/people/rak248/VG_100K/2344251.jpg", "coco_id": 471825, "flickr_id": "4318932692", "image_id": "2344251" } }
{ "question": [ "Is it a human?", "Is it yellow/almost yellow?", "Is it a clothing/apparel item?", "Is it an ad banner?", "Is it in the bottom half of the image?", "Is it a tennis playing equipment piece?" ], "answer": [ "No", "No", "No", "No", "Yes", "Yes" ], "...
{ "id": [ 567069, 566891, 1280920, 467308, 656637, 565808, 1255407, 306495, 1259859, 564916, 1277402, 1720434, 2010877, 424708, 1266825 ], "bbox": [ [ 374.760009765625, 77.68000030517578, 36.77000045776367, 31.940000534057617 ...
2,541
155,502
2016-07-08 15:17:05
success
{ "id": 136833, "file_name": "COCO_val2014_000000136833.jpg", "flickr_url": "http://farm8.staticflickr.com/7149/6587882843_e930c42dbf_z.jpg", "coco_url": "http://mscoco.org/images/136833", "height": 401, "width": 640, "visual_genome": { "width": 500, "height": 313, "url": "https://cs.stanford.edu/people/rak248/VG_100K_2/2402992.jpg", "coco_id": 136833, "flickr_id": "6587882843", "image_id": "2402992" } }
{ "question": [ "Is it a person?", "Is it in the foreground?", "Is it a vehicle?", "Is the full vehicle visible?" ], "answer": [ "No", "Yes", "Yes", "No" ], "id": [ 5435, 5451, 5462, 5469 ] }
{ "id": [ 153100, 155502, 193905 ], "bbox": [ [ 470.2300109863281, 167.33999633789062, 163.63999938964844, 197.8000030517578 ], [ 85.61000061035156, 182.08999633789062, 336.1199951171875, 214.4600067138672 ], [ 393.7300109863281...
2,543
79,139
2016-07-08 15:17:11
success
{ "id": 306733, "file_name": "COCO_val2014_000000306733.jpg", "flickr_url": "http://farm6.staticflickr.com/5217/5538841372_569150936c_z.jpg", "coco_url": "http://mscoco.org/images/306733", "height": 426, "width": 640, "visual_genome": { "width": 500, "height": 333, "url": "https://cs.stanford.edu/people/rak248/VG_100K_2/2414383.jpg", "coco_id": 306733, "flickr_id": "5538841372", "image_id": "2414383" } }
{ "question": [ "is it a plant?", "is it on the wall?", "is it reflected in the mirror?", "does it contain a picture?", "is it by the tub?", "is it a bottle?", "is it closer to the faucet?" ], "answer": [ "No", "No", "No", "No", "Yes", "Yes", "No" ], "id...
{ "id": [ 24390, 79139, 1131289, 91660, 1953673, 1967640, 90520 ], "bbox": [ [ 282.0899963378906, 253.60000610351562, 183.94000244140625, 101.97000122070312 ], [ 586.22998046875, 324.17999267578125, 16.149999618530273, 38.9300...
2,544
1,126,242
2016-07-08 15:17:16
success
{ "id": 41818, "file_name": "COCO_train2014_000000041818.jpg", "flickr_url": "http://farm8.staticflickr.com/7019/6751914653_733658a42f_z.jpg", "coco_url": "http://mscoco.org/images/41818", "height": 480, "width": 640, "visual_genome": { "width": 500, "height": 375, "url": "https://cs.stanford.edu/people/rak248/VG_100K/2316817.jpg", "coco_id": 41818, "flickr_id": "6751914653", "image_id": "2316817" } }
{ "question": [ "Is it a liquid?", "Is it a person?", "Is it in the background?", "Is it on the left side?", "Is it in between the people?", "Is it the oven?" ], "answer": [ "No", "No", "Yes", "No", "Yes", "Yes" ], "id": [ 5450, 5454, 5474, 5495,...
{ "id": [ 1126242, 665565, 1506938, 441631, 1644107, 664998, 470955 ], "bbox": [ [ 263.1000061035156, 287.57000732421875, 113.2699966430664, 189.8000030517578 ], [ 385.3500061035156, 214.6699981689453, 44.31999969482422, 91.43...
2,568
1,099,966
2016-07-08 15:18:58
success
{ "id": 202740, "file_name": "COCO_train2014_000000202740.jpg", "flickr_url": "http://farm1.staticflickr.com/57/174260322_b95cee1a88_z.jpg", "coco_url": "http://mscoco.org/images/202740", "height": 375, "width": 500, "visual_genome": { "width": 500, "height": 375, "url": "https://cs.stanford.edu/people/rak248/VG_100K/2347942.jpg", "coco_id": 202740, "flickr_id": "174260322", "image_id": "2347942" } }
{ "question": [ "is it an electronic?" ], "answer": [ "Yes" ], "id": [ 5540 ] }
{ "id": [ 373048, 1122122, 1099966 ], "bbox": [ [ 12.609999656677246, 216.92999267578125, 336.32000732421875, 153.02999877929688 ], [ 218.25999450683594, 0.8399999737739563, 281.739990234375, 301.69000244140625 ], [ 118.81999969...
2,584
1,736,376
2016-07-08 15:19:56
success
{ "id": 309086, "file_name": "COCO_train2014_000000309086.jpg", "flickr_url": "http://farm9.staticflickr.com/8074/8339575908_ecdb085d01_z.jpg", "coco_url": "http://mscoco.org/images/309086", "height": 463, "width": 640, "visual_genome": { "width": 1024, "height": 740, "url": "https://cs.stanford.edu/people/rak248/VG_100K/150278.jpg", "coco_id": 309086, "flickr_id": "8339575908", "image_id": "150278" } }
{ "question": [ "Is it a person?", "Is he wearing a white shirt?", "are his arms crossed?" ], "answer": [ "Yes", "Yes", "No" ], "id": [ 5585, 5595, 5607 ] }
{ "id": [ 658540, 543444, 530053, 1481964, 1481998, 1736376 ], "bbox": [ [ 267.3999938964844, 258.0299987792969, 72.83000183105469, 156.07000732421875 ], [ 457.79998779296875, 50.97999954223633, 142.5399932861328, 405.779998779296...
2,602
1,764,858
2016-07-08 15:21:14
success
{ "id": 120642, "file_name": "COCO_train2014_000000120642.jpg", "flickr_url": "http://farm6.staticflickr.com/5241/5375482716_357e8a31f7_z.jpg", "coco_url": "http://mscoco.org/images/120642", "height": 640, "width": 480, "visual_genome": { "width": 375, "height": 500, "url": "https://cs.stanford.edu/people/rak248/VG_100K/2362460.jpg", "coco_id": 120642, "flickr_id": "5375482716", "image_id": "2362460" } }
{ "question": [ "Is it a sign?", "Is it white?", "Is it on the street?", "Is it black?", "Is it on the left?", "Is it rectangular?", "Is it a post?", "Is it a light?" ], "answer": [ "No", "No", "Yes", "Yes", "Yes", "No", "No", "No" ], "id": [ ...
{ "id": [ 1764858, 338596, 337195 ], "bbox": [ [ 0, 555.75, 13.59000015258789, 35.7599983215332 ], [ 181.1199951171875, 125.31999969482422, 15.270000457763672, 33.86000061035156 ], [ 210.0800018310547, 117.98999786376953, ...
2,606
1,572,362
2016-07-08 15:21:42
success
{ "id": 99810, "file_name": "COCO_val2014_000000099810.jpg", "flickr_url": "http://farm4.staticflickr.com/3148/2547802515_97436f03b6_z.jpg", "coco_url": "http://mscoco.org/images/99810", "height": 332, "width": 500, "visual_genome": { "width": 500, "height": 332, "url": "https://cs.stanford.edu/people/rak248/VG_100K/2325256.jpg", "coco_id": 99810, "flickr_id": "2547802515", "image_id": "2325256" } }
{ "question": [ "Is it a person?", "Is it a doughnut hole?", "Is it on the plate?", "is it in the row closer to the boy?", "is it to the left when facing the boy?" ], "answer": [ "No", "Yes", "Yes", "Yes", "No" ], "id": [ 5678, 5688, 5696, 5717, 5734...
{ "id": [ 425076, 376124, 1572991, 1078916, 420540, 1572362, 1572932, 1078235 ], "bbox": [ [ 74.7699966430664, 3.359999895095825, 298.3599853515625, 324.5299987792969 ], [ 26.170000076293945, 75.1500015258789, 327.510009765625, ...
2,620
1,188,165
2016-07-08 15:22:41
success
{ "id": 249764, "file_name": "COCO_train2014_000000249764.jpg", "flickr_url": "http://farm5.staticflickr.com/4089/5173635488_1218b1ce93_z.jpg", "coco_url": "http://mscoco.org/images/249764", "height": 425, "width": 640, "visual_genome": { "width": 500, "height": 332, "url": "https://cs.stanford.edu/people/rak248/VG_100K/2343647.jpg", "coco_id": 249764, "flickr_id": "5173635488", "image_id": "2343647" } }
{ "question": [ "Is the object a person?", "Is the person holding the object?" ], "answer": [ "No", "Yes" ], "id": [ 5726, 5736 ] }
{ "id": [ 1188165, 429820, 372760 ], "bbox": [ [ 425, 48.709999084472656, 52.529998779296875, 177.63999938964844 ], [ 228.19000244140625, 19.110000610351562, 319.4599914550781, 400.2799987792969 ], [ 152.1300048828125, 223...
2,623
1,158,561
2016-07-08 15:22:57
success
{ "id": 479944, "file_name": "COCO_train2014_000000479944.jpg", "flickr_url": "http://farm3.staticflickr.com/2773/4493947184_9672b24dd1_z.jpg", "coco_url": "http://mscoco.org/images/479944", "height": 640, "width": 428, "visual_genome": { "width": 334, "height": 500, "url": "https://cs.stanford.edu/people/rak248/VG_100K_2/2416251.jpg", "coco_id": 479944, "flickr_id": "4493947184", "image_id": "2416251" } }
{ "question": [ "is it a person?", "is it being held by a person?" ], "answer": [ "No", "Yes" ], "id": [ 5735, 5742 ] }
{ "id": [ 474311, 1158561, 386519 ], "bbox": [ [ 8.649999618530273, 31.709999084472656, 247.92999267578125, 598.2000122070312 ], [ 72.55999755859375, 401.6000061035156, 48.900001525878906, 44.7599983215332 ], [ 228.2200012207031...
2,639
1,535,172
2016-07-08 15:23:58
success
{ "id": 252381, "file_name": "COCO_train2014_000000252381.jpg", "flickr_url": "http://farm4.staticflickr.com/3622/3522140264_d0684d90bd_z.jpg", "coco_url": "http://mscoco.org/images/252381", "height": 427, "width": 640, "visual_genome": { "width": 500, "height": 333, "url": "https://cs.stanford.edu/people/rak248/VG_100K/2332560.jpg", "coco_id": 252381, "flickr_id": "3522140264", "image_id": "2332560" } }
{ "question": [ "Is it edible?", "Is it clear?", "Is it on the right side of the photo?" ], "answer": [ "No", "Yes", "Yes" ], "id": [ 5786, 5790, 5797 ] }
{ "id": [ 2108183, 1055827, 1536105, 1535172 ], "bbox": [ [ 395.1600036621094, 248.08999633789062, 189.8800048828125, 119.18000030517578 ], [ 0, 218.07000732421875, 373.67999267578125, 168.22999572753906 ], [ 0, 240.13...
2,643
1,613,080
2016-07-08 15:24:12
success
{ "id": 39399, "file_name": "COCO_val2014_000000039399.jpg", "flickr_url": "http://farm9.staticflickr.com/8101/8458409910_5af3efdb9d_z.jpg", "coco_url": "http://mscoco.org/images/39399", "height": 547, "width": 640, "visual_genome": { "width": 500, "height": 428, "url": "https://cs.stanford.edu/people/rak248/VG_100K/2354614.jpg", "coco_id": 39399, "flickr_id": "8458409910", "image_id": "2354614" } }
{ "question": [ "Is it man made?", "Is it the bench?", "Is it the table?" ], "answer": [ "Yes", "No", "Yes" ], "id": [ 5801, 5815, 5824 ] }
{ "id": [ 574243, 1613080, 573334, 577620 ], "bbox": [ [ 191.75999450683594, 247.92999267578125, 191.75, 86.04000091552734 ], [ 196.41000366210938, 290.2300109863281, 221.24000549316406, 95.77999877929688 ], [ 97.33000183105...
2,645
338,207
2016-07-08 15:24:25
success
{ "id": 333376, "file_name": "COCO_train2014_000000333376.jpg", "flickr_url": "http://farm8.staticflickr.com/7307/9024235307_02cf44f0da_z.jpg", "coco_url": "http://mscoco.org/images/333376", "height": 640, "width": 480, "visual_genome": { "width": 375, "height": 500, "url": "https://cs.stanford.edu/people/rak248/VG_100K/2376376.jpg", "coco_id": 333376, "flickr_id": "9024235307", "image_id": "2376376" } }
{ "question": [ "is it a clock?", "is it on a box?" ], "answer": [ "Yes", "Yes" ], "id": [ 5869, 5893 ] }
{ "id": [ 1992020, 1991995, 1665090, 338207, 1666241, 1991956, 1992054 ], "bbox": [ [ 250.39999389648438, 427.2200012207031, 36.959999084472656, 27.719999313354492 ], [ 293.32000732421875, 429.4599914550781, 24.020000457763672, ...
2,651
1,369,461
2016-07-08 15:24:47
success
{ "id": 301461, "file_name": "COCO_train2014_000000301461.jpg", "flickr_url": "http://farm3.staticflickr.com/2236/1898424949_a56c442a1c_z.jpg", "coco_url": "http://mscoco.org/images/301461", "height": 436, "width": 640, "visual_genome": { "width": 500, "height": 340, "url": "https://cs.stanford.edu/people/rak248/VG_100K_2/2381198.jpg", "coco_id": 301461, "flickr_id": "1898424949", "image_id": "2381198" } }
{ "question": [ "is it a person?", "it is an animal?", "is it on the man in yellow?", "is it an automobile?", "is it blue in color?" ], "answer": [ "No", "No", "No", "No", "Yes" ], "id": [ 5862, 5875, 5882, 5896, 5912 ] }
{ "id": [ 194329, 396270, 55482, 258340, 1750986, 261919, 260603, 1720895, 1369461, 188055 ], "bbox": [ [ 278.239990234375, 55.779998779296875, 67.11000061035156, 124.80999755859375 ], [ 0, 1.4700000286102295, 141.410003...
End of preview. Expand in Data Studio

Dataset Card for "compguesswhat"

Dataset Summary

CompGuessWhat?! is an instance of a multi-task framework for evaluating the quality of learned neural representations, in particular concerning attribute grounding. Use this dataset if you want to use the set of games whose reference scene is an image in VisualGenome. Visit the website for more details: https://compguesswhat.github.io

Supported Tasks and Leaderboards

More Information Needed

Languages

More Information Needed

Dataset Structure

Data Instances

compguesswhat-original

  • Size of downloaded dataset files: 107.21 MB
  • Size of the generated dataset: 174.37 MB
  • Total amount of disk used: 281.57 MB

An example of 'validation' looks as follows.

This example was too long and was cropped:

{
    "id": 2424,
    "image": "{\"coco_url\": \"http://mscoco.org/images/270512\", \"file_name\": \"COCO_train2014_000000270512.jpg\", \"flickr_url\": \"http://farm6.stat...",
    "objects": "{\"area\": [1723.5133056640625, 4838.5361328125, 287.44476318359375, 44918.7109375, 3688.09375, 522.1935424804688], \"bbox\": [[5.61...",
    "qas": {
        "answer": ["Yes", "No", "No", "Yes"],
        "id": [4983, 4996, 5006, 5017],
        "question": ["Is it in the foreground?", "Does it have wings?", "Is it a person?", "Is it a vehicle?"]
    },
    "status": "success",
    "target_id": 1197044,
    "timestamp": "2016-07-08 15:07:38"
}

compguesswhat-zero_shot

  • Size of downloaded dataset files: 4.84 MB
  • Size of the generated dataset: 96.74 MB
  • Total amount of disk used: 101.59 MB

An example of 'nd_valid' looks as follows.

This example was too long and was cropped:

{
    "id": 0,
    "image": {
        "coco_url": "https://s3.amazonaws.com/nocaps/val/004e21eb2e686f40.jpg",
        "date_captured": "2018-11-06 11:04:33",
        "file_name": "004e21eb2e686f40.jpg",
        "height": 1024,
        "id": 6,
        "license": 0,
        "open_images_id": "004e21eb2e686f40",
        "width": 768
    },
    "objects": "{\"IsOccluded\": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], \"IsTruncated\": [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], \"area\": [3...",
    "status": "incomplete",
    "target_id": "004e21eb2e686f40_30"
}

Data Fields

The data fields are the same among all splits.

compguesswhat-original

  • id: a int32 feature.
  • target_id: a int32 feature.
  • timestamp: a string feature.
  • status: a string feature.
  • id: a int32 feature.
  • file_name: a string feature.
  • flickr_url: a string feature.
  • coco_url: a string feature.
  • height: a int32 feature.
  • width: a int32 feature.
  • width: a int32 feature.
  • height: a int32 feature.
  • url: a string feature.
  • coco_id: a int32 feature.
  • flickr_id: a string feature.
  • image_id: a string feature.
  • qas: a dictionary feature containing:
    • question: a string feature.
    • answer: a string feature.
    • id: a int32 feature.
  • objects: a dictionary feature containing:
    • id: a int32 feature.
    • bbox: a list of float32 features.
    • category: a string feature.
    • area: a float32 feature.
    • category_id: a int32 feature.
    • segment: a dictionary feature containing:
      • feature: a float32 feature.

compguesswhat-zero_shot

  • id: a int32 feature.
  • target_id: a string feature.
  • status: a string feature.
  • id: a int32 feature.
  • file_name: a string feature.
  • coco_url: a string feature.
  • height: a int32 feature.
  • width: a int32 feature.
  • license: a int32 feature.
  • open_images_id: a string feature.
  • date_captured: a string feature.
  • objects: a dictionary feature containing:
    • id: a string feature.
    • bbox: a list of float32 features.
    • category: a string feature.
    • area: a float32 feature.
    • category_id: a int32 feature.
    • IsOccluded: a int32 feature.
    • IsTruncated: a int32 feature.
    • segment: a dictionary feature containing:
      • MaskPath: a string feature.
      • LabelName: a string feature.
      • BoxID: a string feature.
      • BoxXMin: a string feature.
      • BoxXMax: a string feature.
      • BoxYMin: a string feature.
      • BoxYMax: a string feature.
      • PredictedIoU: a string feature.
      • Clicks: a string feature.

Data Splits

compguesswhat-original

train validation test
compguesswhat-original 46341 9738 9621

compguesswhat-zero_shot

nd_valid od_valid nd_test od_test
compguesswhat-zero_shot 5343 5372 13836 13300

Dataset Creation

Curation Rationale

More Information Needed

Source Data

Initial Data Collection and Normalization

More Information Needed

Who are the source language producers?

More Information Needed

Annotations

Annotation process

More Information Needed

Who are the annotators?

More Information Needed

Personal and Sensitive Information

More Information Needed

Considerations for Using the Data

Social Impact of Dataset

More Information Needed

Discussion of Biases

More Information Needed

Other Known Limitations

More Information Needed

Additional Information

Dataset Curators

More Information Needed

Licensing Information

More Information Needed

Citation Information 

@inproceedings{suglia-etal-2020-compguesswhat,
    title = "{C}omp{G}uess{W}hat?!: A Multi-task Evaluation Framework for Grounded Language Learning",
    author = "Suglia, Alessandro  and
      Konstas, Ioannis  and
      Vanzo, Andrea  and
      Bastianelli, Emanuele  and
      Elliott, Desmond  and
      Frank, Stella  and
      Lemon, Oliver",
    booktitle = "Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics",
    month = jul,
    year = "2020",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://www.aclweb.org/anthology/2020.acl-main.682",
    pages = "7625--7641",
    abstract = "Approaches to Grounded Language Learning are commonly focused on a single task-based final performance measure which may not depend on desirable properties of the learned hidden representations, such as their ability to predict object attributes or generalize to unseen situations. To remedy this, we present GroLLA, an evaluation framework for Grounded Language Learning with Attributes based on three sub-tasks: 1) Goal-oriented evaluation; 2) Object attribute prediction evaluation; and 3) Zero-shot evaluation. We also propose a new dataset CompGuessWhat?! as an instance of this framework for evaluating the quality of learned neural representations, in particular with respect to attribute grounding. To this end, we extend the original GuessWhat?! dataset by including a semantic layer on top of the perceptual one. Specifically, we enrich the VisualGenome scene graphs associated with the GuessWhat?! images with several attributes from resources such as VISA and ImSitu. We then compare several hidden state representations from current state-of-the-art approaches to Grounded Language Learning. By using diagnostic classifiers, we show that current models{'} learned representations are not expressive enough to encode object attributes (average F1 of 44.27). In addition, they do not learn strategies nor representations that are robust enough to perform well when novel scenes or objects are involved in gameplay (zero-shot best accuracy 50.06{\%}).",
}

Contributions

Thanks to @thomwolf, @aleSuglia, @lhoestq for adding this dataset.

Downloads last month
119
Homepage:
compguesswhat.github.io
Paper:
arxiv.org
Paper:
doi.org
Point of Contact:
Alessandro Suglia
Size of downloaded dataset files:
112 MB
Size of the auto-converted Parquet files:
112 MB
Number of rows:
103,551

Paper for asuglia/compguesswhat