id stringlengths 10 20 | source stringclasses 7
values | dataset stringclasses 10
values | image stringlengths 16 49 | images listlengths 1 5 | question stringlengths 12 194 | answer stringlengths 1 35 | relations_json stringlengths 290 492k | scene_graph_json stringlengths 198 180k | metadata_json stringlengths 180 476 |
|---|---|---|---|---|---|---|---|---|---|
gqa_000001 | gqa | gqa | images/gqa/2368473.jpg | [
"images/gqa/2368473.jpg"
] | Is the cheese to the left of pepperoni? | no | [{"type":"object","legacy_target_index":0,"subject":{"name":"cheese","object_id":"3590548","bbox_xyxy":[124,134,178,171],"image_index":0},"relation":"to_the_left_of","object":{"name":"shrimp","object_id":"2629096","bbox_xyxy":[211,139,262,174],"image_index":0},"raw_relation":"to the left of","triple_text":"cheese -- to... | {"objects":[{"object_id":"3590548","name":"cheese","bbox_xyxy":[124,134,178,171]},{"object_id":"2629096","name":"shrimp","bbox_xyxy":[211,139,262,174]},{"object_id":"3868885","name":"spinach","bbox_xyxy":[153,140,233,221]},{"object_id":"2413667","name":"shrimp","bbox_xyxy":[30,148,71,177]},{"object_id":"3868891","name"... | {"original_dataset":"gqa","image_id":"2368473","question_id":"07570044","sample_type":"relation_grounded","question_types":{"detailed":"relVerifyCo","semantic":"rel","structural":"verify"},"semantic_group":"relation"} |
openimage_000002 | openimage | openimages_v7 | images/openimage/e6cabd8ee6bc2907.jpg | [
"images/openimage/e6cabd8ee6bc2907.jpg"
] | Which object is on the chair? | woman | [{"type":"object","legacy_target_index":0,"subject":{"name":"woman","object_id":"obj_12","bbox_xyxy":[321,390,509,586],"image_index":0},"relation":"on","object":{"name":"chair","object_id":"obj_13","bbox_xyxy":[157,446,314,664],"image_index":0},"raw_relation":"on","triple_text":"woman -- on -- chair"},{"type":"object",... | {"objects":[{"object_id":"obj_12","name":"woman","bbox_xyxy":[321,390,509,586]},{"object_id":"obj_13","name":"chair","bbox_xyxy":[157,446,314,664]},{"object_id":"obj_35","name":"(made of)leather","bbox_xyxy":[157,446,314,664]}],"relations":[{"subject_id":"obj_12","subject_name":"woman","relation":"on","object_id":"obj_... | {"original_dataset":"openimages_v7","image_id":"e6cabd8ee6bc2907","question_id":"oi_rel_e6cabd8ee6bc2907_obj_13_object_on","sample_type":"relation_grounded","question_types":{"semantic":"rel","source":"openimages_v7","relation":"on","anchor_role":"object","question_family":"anchor_query_object"},"semantic_group":"relat... |
openimage_000003 | openimage | openimages_v7 | images/openimage/037de3ef900637a4.jpg | [
"images/openimage/037de3ef900637a4.jpg"
] | Which object is containing the muffin? | platter | [{"type":"object","legacy_target_index":0,"subject":{"name":"platter","object_id":"obj_0","bbox_xyxy":[444,164,886,313],"image_index":0},"relation":"contain","object":{"name":"muffin","object_id":"obj_1","bbox_xyxy":[617,150,749,282],"image_index":0},"raw_relation":"contain","triple_text":"platter -- contain -- muffin"... | {"objects":[{"object_id":"obj_0","name":"platter","bbox_xyxy":[444,164,886,313]},{"object_id":"obj_1","name":"muffin","bbox_xyxy":[617,150,749,282]},{"object_id":"obj_2","name":"platter","bbox_xyxy":[446,169,896,321]}],"relations":[{"subject_id":"obj_0","subject_name":"platter","relation":"contain","object_id":"obj_1",... | {"original_dataset":"openimages_v7","image_id":"037de3ef900637a4","question_id":"oi_rel_037de3ef900637a4_obj_1_object_contain","sample_type":"relation_grounded","question_types":{"semantic":"rel","source":"openimages_v7","relation":"contain","anchor_role":"object","question_family":"anchor_query_object"},"semantic_grou... |
gqa_000004 | gqa | gqa | images/gqa/2368151.jpg | [
"images/gqa/2368151.jpg"
] | On which side is the palm? | left | [{"type":"object","legacy_target_index":0,"subject":{"name":"building","object_id":"747831","bbox_xyxy":[149,1,499,185],"image_index":0},"relation":"to_the_right_of","object":{"name":"palm tree","object_id":"747847","bbox_xyxy":[27,71,71,165],"image_index":0},"raw_relation":"to the right of","triple_text":"building -- ... | {"objects":[{"object_id":"747831","name":"building","bbox_xyxy":[149,1,499,185]},{"object_id":"747847","name":"palm tree","bbox_xyxy":[27,71,71,165]},{"object_id":"747854","name":"door","bbox_xyxy":[81,140,110,185]},{"object_id":"747832","name":"parking lot","bbox_xyxy":[0,176,499,374]},{"object_id":"747858","name":"ro... | {"original_dataset":"gqa","image_id":"2368151","question_id":"0311729","sample_type":"relation_grounded","question_types":{"detailed":"positionQuery","semantic":"attr","structural":"query"},"semantic_group":"relation"} |
openimage_000005 | openimage | openimages_v7 | images/openimage/bb98972b3b01f684.jpg | [
"images/openimage/bb98972b3b01f684.jpg"
] | Which object is the man holding? | surfboard | [{"type":"object","legacy_target_index":0,"subject":{"name":"man","object_id":"obj_8","bbox_xyxy":[860,129,1023,431],"image_index":0},"relation":"holding","object":{"name":"surfboard","object_id":"obj_9","bbox_xyxy":[776,371,1023,425],"image_index":0},"raw_relation":"holds","triple_text":"man -- holding -- surfboard"},... | {"objects":[{"object_id":"obj_8","name":"man","bbox_xyxy":[860,129,1023,431]},{"object_id":"obj_9","name":"surfboard","bbox_xyxy":[776,371,1023,425]}],"relations":[{"subject_id":"obj_8","subject_name":"man","relation":"holding","object_id":"obj_9","object_name":"surfboard"},{"subject_id":"obj_8","subject_name":"man","r... | {"original_dataset":"openimages_v7","image_id":"bb98972b3b01f684","question_id":"oi_rel_bb98972b3b01f684_obj_8_subject_holding","sample_type":"relation_grounded","question_types":{"semantic":"rel","source":"openimages_v7","relation":"holding","anchor_role":"subject","question_family":"anchor_query_object"},"semantic_gr... |
gqa_000006 | gqa | gqa | images/gqa/2365748.jpg | [
"images/gqa/2365748.jpg"
] | Is the logo painted on the building? | yes | [{"type":"object","legacy_target_index":0,"subject":{"name":"bicycle","object_id":"632240","bbox_xyxy":[90,232,244,331],"image_index":0},"relation":"to_the_left_of","object":{"name":"building","object_id":"632245","bbox_xyxy":[189,35,499,298],"image_index":0},"raw_relation":"to the left of","triple_text":"bicycle -- to... | {"objects":[{"object_id":"632240","name":"bicycle","bbox_xyxy":[90,232,244,331]},{"object_id":"632245","name":"building","bbox_xyxy":[189,35,499,298]},{"object_id":"632235","name":"motorcycle","bbox_xyxy":[3,207,78,271]},{"object_id":"632236","name":"wall","bbox_xyxy":[4,58,174,267]},{"object_id":"632242","name":"wheel... | {"original_dataset":"gqa","image_id":"2365748","question_id":"19653539","sample_type":"relation_grounded","question_types":{"detailed":"relVerify","semantic":"rel","structural":"verify"},"semantic_group":"mixed"} |
gqa_000007 | gqa | gqa | images/gqa/2358517.jpg | [
"images/gqa/2358517.jpg"
] | Is the color of the sky the same as that of the roof of the building? | yes | [{"type":"object","legacy_target_index":0,"subject":{"name":"door","object_id":"801807","bbox_xyxy":[386,31,433,152],"image_index":0},"relation":"to_the_right_of","object":{"name":"sky","object_id":"801803","bbox_xyxy":[2,0,366,115],"image_index":0},"raw_relation":"to the right of","triple_text":"door -- to_the_right_o... | {"objects":[{"object_id":"801807","name":"door","bbox_xyxy":[386,31,433,152]},{"object_id":"801803","name":"sky","bbox_xyxy":[2,0,366,115]},{"object_id":"801834","name":"number","bbox_xyxy":[367,10,387,29]},{"object_id":"801810","name":"pole","bbox_xyxy":[130,8,157,161]},{"object_id":"801801","name":"roof","bbox_xyxy":... | {"original_dataset":"gqa","image_id":"2358517","question_id":"16947250","sample_type":"relation_grounded","question_types":{"detailed":"twoSame","semantic":"attr","structural":"compare"},"semantic_group":"mixed"} |
gqa_000008 | gqa | gqa | images/gqa/2351003.jpg | [
"images/gqa/2351003.jpg"
] | What kind of food is to the right of the bowl? | toast | [{"type":"object","legacy_target_index":0,"subject":{"name":"bowl","object_id":"1697358","bbox_xyxy":[68,268,317,412],"image_index":0},"relation":"to_the_left_of","object":{"name":"toast","object_id":"2644630","bbox_xyxy":[303,320,377,399],"image_index":0},"raw_relation":"to the left of","triple_text":"bowl -- to_the_l... | {"objects":[{"object_id":"1697358","name":"bowl","bbox_xyxy":[68,268,317,412]},{"object_id":"2644630","name":"toast","bbox_xyxy":[303,320,377,399]},{"object_id":"1697357","name":"omelette","bbox_xyxy":[87,291,304,403]},{"object_id":"2644631","name":"plate","bbox_xyxy":[64,290,345,464]}],"relations":[{"subject_id":"1697... | {"original_dataset":"gqa","image_id":"2351003","question_id":"06292037","sample_type":"relation_grounded","question_types":{"detailed":"categoryRelS","semantic":"rel","structural":"query"},"semantic_group":"relation"} |
gqa_000009 | gqa | gqa | images/gqa/2387675.jpg | [
"images/gqa/2387675.jpg"
] | Is there a bird in the air? | no | [{"type":"object","legacy_target_index":0,"subject":{"name":"airplane","object_id":"677408","bbox_xyxy":[66,45,424,145],"image_index":0},"relation":"above","object":{"name":"sand","object_id":"677411","bbox_xyxy":[399,291,468,333],"image_index":0},"raw_relation":"above","triple_text":"airplane -- above -- sand"},{"type... | {"objects":[{"object_id":"677408","name":"airplane","bbox_xyxy":[66,45,424,145]},{"object_id":"677411","name":"sand","bbox_xyxy":[399,291,468,333]},{"object_id":"677398","name":"trees","bbox_xyxy":[478,202,500,257]},{"object_id":"677410","name":"water","bbox_xyxy":[0,266,355,333]},{"object_id":"677413","name":"wheel","... | {"original_dataset":"gqa","image_id":"2387675","question_id":"07621532","sample_type":"relation_grounded","question_types":{"detailed":"existRelSC","semantic":"rel","structural":"verify"},"semantic_group":"mixed"} |
openimage_000010 | openimage | openimages_v7 | images/openimage/7b2f93f6a2881fae.jpg | [
"images/openimage/7b2f93f6a2881fae.jpg"
] | Which object is the man holding? | camera | [{"type":"object","legacy_target_index":0,"subject":{"name":"man","object_id":"obj_0","bbox_xyxy":[20,98,715,751],"image_index":0},"relation":"wearing","object":{"name":"glasses","object_id":"obj_1","bbox_xyxy":[133,273,283,342],"image_index":0},"raw_relation":"wears","triple_text":"man -- wearing -- glasses"},{"type":... | {"objects":[{"object_id":"obj_0","name":"man","bbox_xyxy":[20,98,715,751]},{"object_id":"obj_1","name":"glasses","bbox_xyxy":[133,273,283,342]},{"object_id":"obj_2","name":"camera","bbox_xyxy":[252,252,470,408]}],"relations":[{"subject_id":"obj_0","subject_name":"man","relation":"wearing","object_id":"obj_1","object_na... | {"original_dataset":"openimages_v7","image_id":"7b2f93f6a2881fae","question_id":"oi_rel_7b2f93f6a2881fae_obj_0_subject_holding","sample_type":"relation_grounded","question_types":{"semantic":"rel","source":"openimages_v7","relation":"holding","anchor_role":"subject","question_family":"anchor_query_object"},"semantic_gr... |
gqa_000011 | gqa | gqa | images/gqa/2317396.jpg | [
"images/gqa/2317396.jpg"
] | What is the girl doing? | talking | [{"type":"object","legacy_target_index":0,"subject":{"name":"bag","object_id":"2799033","bbox_xyxy":[60,191,145,332],"image_index":0},"relation":"to_the_left_of","object":{"name":"girl","object_id":"2906372","bbox_xyxy":[207,30,499,333],"image_index":0},"raw_relation":"to the left of","triple_text":"bag -- to_the_left_... | {"objects":[{"object_id":"2799033","name":"bag","bbox_xyxy":[60,191,145,332]},{"object_id":"2906372","name":"girl","bbox_xyxy":[207,30,499,333]},{"object_id":null,"name":"talking","bbox_xyxy":[207,30,499,333]},{"object_id":"3293565","name":"guy","bbox_xyxy":[96,58,228,333]},{"object_id":"3443301","name":"hair","bbox_xy... | {"original_dataset":"gqa","image_id":"2317396","question_id":"021030944","sample_type":"relation_grounded","question_types":{"detailed":"activity","semantic":"attr","structural":"query"},"semantic_group":"mixed"} |
gqa_000012 | gqa | gqa | images/gqa/2401221.jpg | [
"images/gqa/2401221.jpg"
] | Do you think the man shorts are black? | yes | [{"type":"object","legacy_target_index":0,"subject":{"name":"man","object_id":"1150093","bbox_xyxy":[104,8,333,448],"image_index":0},"relation":"catching","object":{"name":"frisbee","object_id":"1150094","bbox_xyxy":[79,11,141,49],"image_index":0},"raw_relation":"catching","triple_text":"man -- catching -- frisbee"},{"... | {"objects":[{"object_id":"1150093","name":"man","bbox_xyxy":[104,8,333,448]},{"object_id":"1150094","name":"frisbee","bbox_xyxy":[79,11,141,49]},{"object_id":"1150102","name":"air","bbox_xyxy":[315,78,351,126]},{"object_id":"1150101","name":"hat","bbox_xyxy":[232,63,300,107]},{"object_id":"1150103","name":"shoe","bbox_... | {"original_dataset":"gqa","image_id":"2401221","question_id":"0574648","sample_type":"relation_grounded","question_types":{"detailed":"verifyAttr","semantic":"attr","structural":"verify"},"semantic_group":"mixed"} |
gqa_000013 | gqa | gqa | images/gqa/2351061.jpg | [
"images/gqa/2351061.jpg"
] | What is the item of furniture that is to the left of the chair that is made of wood? | couch | [{"type":"attribute","legacy_target_index":0,"subject":{"name":"chair","object_id":"1931425","bbox_xyxy":[163,147,233,310],"image_index":0},"relation":"has_attribute","object":{"name":"old","object_id":null,"bbox_xyxy":[163,147,233,310],"image_index":0},"raw_relation":"has attribute","triple_text":"chair -- has_attribu... | {"objects":[{"object_id":"1931425","name":"chair","bbox_xyxy":[163,147,233,310]},{"object_id":null,"name":"old","bbox_xyxy":[163,147,233,310]},{"object_id":null,"name":"wood","bbox_xyxy":[163,147,233,310]},{"object_id":"1996308","name":"chair","bbox_xyxy":[228,184,350,374]},{"object_id":"1768794","name":"desk","bbox_xy... | {"original_dataset":"gqa","image_id":"2351061","question_id":"08323496","sample_type":"relation_grounded","question_types":{"detailed":"categoryRelS","semantic":"rel","structural":"query"},"semantic_group":"mixed"} |
visual_genome_000014 | visual_genome | blink_proxy_vg_spatial | images/visual_genome/787.jpg | [
"images/visual_genome/787.jpg"
] | What is the white object near the road? | snow | [{"type":"object","legacy_target_index":0,"subject":{"name":"snow","object_id":"1065309","bbox_xyxy":[206,486,270,563],"image_index":0},"relation":"near","object":{"name":"road","object_id":"1065307","bbox_xyxy":[338,452,455,583],"image_index":0},"raw_relation":"near","triple_text":"snow -- near -- road"},{"type":"attr... | {"objects":[{"object_id":"1065309","name":"snow","bbox_xyxy":[206,486,270,563]},{"object_id":"1065307","name":"road","bbox_xyxy":[338,452,455,583]},{"object_id":null,"name":"white","bbox_xyxy":[206,486,270,563]},{"object_id":"1065310","name":"building","bbox_xyxy":[17,122,259,403]}],"relations":[{"subject_id":"1065309"... | {"original_dataset":"blink_proxy_vg_spatial","image_id":"vg_spatial:787","question_id":"vg_spatial_006091_787_spatial_attribute_object","sample_type":"relation_grounded","question_types":{"task":"spatial_relation","template":"spatial_attribute_object"},"semantic_group":"spatial_relation"} |
gqa_000015 | gqa | gqa | images/gqa/2333866.jpg | [
"images/gqa/2333866.jpg"
] | Is the color of the boots different than the pants? | no | [{"type":"attribute","legacy_target_index":0,"subject":{"name":"boots","object_id":"4665214","bbox_xyxy":[409,433,453,462],"image_index":0},"relation":"has_attribute","object":{"name":"black","object_id":null,"bbox_xyxy":[409,433,453,462],"image_index":0},"raw_relation":"has attribute","triple_text":"boots -- has_attri... | {"objects":[{"object_id":"4665214","name":"boots","bbox_xyxy":[409,433,453,462]},{"object_id":null,"name":"black","bbox_xyxy":[409,433,453,462]},{"object_id":"4665219","name":"motorcycle","bbox_xyxy":[0,130,377,496]},{"object_id":"4665221","name":"pipe","bbox_xyxy":[156,372,346,463]},{"object_id":"4665247","name":"shoe... | {"original_dataset":"gqa","image_id":"2333866","question_id":"13117301","sample_type":"relation_grounded","question_types":{"detailed":"twoDifferentC","semantic":"attr","structural":"compare"},"semantic_group":"mixed"} |
gqa_000016 | gqa | gqa | images/gqa/2396585.jpg | [
"images/gqa/2396585.jpg"
] | Is the bench below the leafy tree? | yes | [{"type":"attribute","legacy_target_index":0,"subject":{"name":"bench","object_id":"664703","bbox_xyxy":[30,239,219,436],"image_index":0},"relation":"has_attribute","object":{"name":"made","object_id":null,"bbox_xyxy":[30,239,219,436],"image_index":0},"raw_relation":"has attribute","triple_text":"bench -- has_attribute... | {"objects":[{"object_id":"664703","name":"bench","bbox_xyxy":[30,239,219,436]},{"object_id":null,"name":"made","bbox_xyxy":[30,239,219,436]},{"object_id":null,"name":"wood","bbox_xyxy":[30,239,219,436]},{"object_id":"664705","name":"fence","bbox_xyxy":[0,152,399,321]},{"object_id":"664712","name":"grass","bbox_xyxy":[0... | {"original_dataset":"gqa","image_id":"2396585","question_id":"021058546","sample_type":"relation_grounded","question_types":{"detailed":"relVerify","semantic":"rel","structural":"verify"},"semantic_group":"mixed"} |
gqa_000017 | gqa | gqa | images/gqa/2417487.jpg | [
"images/gqa/2417487.jpg"
] | Is the person in the top? | yes | [{"type":"object","legacy_target_index":0,"subject":{"name":"crowd","object_id":"3557338","bbox_xyxy":[334,0,415,43],"image_index":0},"relation":"to_the_left_of","object":{"name":"person","object_id":"3450276","bbox_xyxy":[421,3,451,59],"image_index":0},"raw_relation":"to the left of","triple_text":"crowd -- to_the_lef... | {"objects":[{"object_id":"3557338","name":"crowd","bbox_xyxy":[334,0,415,43]},{"object_id":"3450276","name":"person","bbox_xyxy":[421,3,451,59]},{"object_id":"3008699","name":"dog","bbox_xyxy":[332,34,347,64]},{"object_id":"3227411","name":"dog","bbox_xyxy":[325,28,350,64]},{"object_id":"3430283","name":"dog","bbox_xyx... | {"original_dataset":"gqa","image_id":"2417487","question_id":"09417625","sample_type":"relation_grounded","question_types":{"detailed":"positionVerify","semantic":"attr","structural":"verify"},"semantic_group":"relation"} |
openimage_000018 | openimage | openimages_v7 | images/openimage/54b54492cba0c563.jpg | [
"images/openimage/54b54492cba0c563.jpg"
] | Which object is the bottle on? | table | [{"type":"object","legacy_target_index":0,"subject":{"name":"bottle","object_id":"obj_2","bbox_xyxy":[438,68,497,216],"image_index":0},"relation":"is","object":{"name":"transparent","object_id":"obj_3","bbox_xyxy":[438,68,497,216],"image_index":0},"raw_relation":"is","triple_text":"bottle -- is -- transparent"},{"type"... | {"objects":[{"object_id":"obj_2","name":"bottle","bbox_xyxy":[438,68,497,216]},{"object_id":"obj_3","name":"transparent","bbox_xyxy":[438,68,497,216]},{"object_id":"obj_7","name":"table","bbox_xyxy":[81,172,860,744]}],"relations":[{"subject_id":"obj_2","subject_name":"bottle","relation":"is","object_id":"obj_3","object... | {"original_dataset":"openimages_v7","image_id":"54b54492cba0c563","question_id":"oi_rel_54b54492cba0c563_obj_2_subject_on","sample_type":"relation_grounded","question_types":{"semantic":"rel","source":"openimages_v7","relation":"on","anchor_role":"subject","question_family":"anchor_query_object"},"semantic_group":"rela... |
psg_000019 | psg | blink_proxy_psg_false | images/psg/000000375801.jpg | [
"images/psg/000000375801.jpg"
] | Is the person behind the fire hydrant? Options: A. yes B. no Select the correct option. Put only the option letter inside <answer> and </answer>. | B | [{"type":"object","legacy_target_index":0,"subject":{"name":"person","object_id":"psg:2401655:0","bbox_xyxy":[139,20,258,451],"image_index":0},"relation":"in_front_of","object":{"name":"fire hydrant","object_id":"psg:2401655:6","bbox_xyxy":[229,227,277,345],"image_index":0},"raw_relation":"in front of","triple_text":"p... | {"objects":[{"object_id":"psg:2401655:0","name":"person","bbox_xyxy":[139,20,258,451]},{"object_id":"psg:2401655:6","name":"fire hydrant","bbox_xyxy":[229,227,277,345]}],"relations":[{"subject_id":"psg:2401655:0","subject_name":"person","relation":"in_front_of","object_id":"psg:2401655:6","object_name":"fire hydrant"},... | {"original_dataset":"blink_proxy_psg_false","image_id":"psg_false:375801","question_id":"psg_false_flip_00701_2401655_0_6","sample_type":"relation_grounded","question_types":{"task":"spatial_relation","template":"psg_relation_flip_false","label":"false","true_relation":"in front of","queried_relation":"behind"},"semant... |
openimage_000020 | openimage | openimages_v7 | images/openimage/53f28ac36090ef50.jpg | [
"images/openimage/53f28ac36090ef50.jpg"
] | Which object is the man at? | table | [{"type":"object","legacy_target_index":0,"subject":{"name":"man","object_id":"obj_4","bbox_xyxy":[0,408,565,1022],"image_index":0},"relation":"is","object":{"name":"sit","object_id":"obj_5","bbox_xyxy":[0,408,565,1022],"image_index":0},"raw_relation":"is","triple_text":"man -- is -- sit"},{"type":"object","legacy_targ... | {"objects":[{"object_id":"obj_4","name":"man","bbox_xyxy":[0,408,565,1022]},{"object_id":"obj_5","name":"sit","bbox_xyxy":[0,408,565,1022]},{"object_id":"obj_15","name":"table","bbox_xyxy":[414,966,683,1022]}],"relations":[{"subject_id":"obj_4","subject_name":"man","relation":"is","object_id":"obj_5","object_name":"sit... | {"original_dataset":"openimages_v7","image_id":"53f28ac36090ef50","question_id":"oi_rel_53f28ac36090ef50_obj_4_subject_at","sample_type":"relation_grounded","question_types":{"semantic":"rel","source":"openimages_v7","relation":"at","anchor_role":"subject","question_family":"anchor_query_object"},"semantic_group":"rela... |
gqa_000021 | gqa | gqa | images/gqa/2364297.jpg | [
"images/gqa/2364297.jpg"
] | Are there any spoons or plates in this scene? | yes | [{"type":"object","legacy_target_index":0,"subject":{"name":"cheese","object_id":"642000","bbox_xyxy":[112,116,362,236],"image_index":0},"relation":"to_the_left_of","object":{"name":"peppers","object_id":"641992","bbox_xyxy":[350,150,382,176],"image_index":0},"raw_relation":"to the left of","triple_text":"cheese -- to_... | {"objects":[{"object_id":"642000","name":"cheese","bbox_xyxy":[112,116,362,236]},{"object_id":"641992","name":"peppers","bbox_xyxy":[350,150,382,176]},{"object_id":"641999","name":"crust","bbox_xyxy":[127,236,363,265]},{"object_id":null,"name":"brown","bbox_xyxy":[127,236,363,265]},{"object_id":"641996","name":"mushroo... | {"original_dataset":"gqa","image_id":"2364297","question_id":"02842307","sample_type":"relation_grounded","question_types":{"detailed":"existOr","semantic":"obj","structural":"logical"},"semantic_group":"mixed"} |
openimage_000022 | openimage | openimages_v7 | images/openimage/c066f9291df3a712.jpg | [
"images/openimage/c066f9291df3a712.jpg"
] | Which object is at the coffee table? | chair | [{"type":"object","legacy_target_index":0,"subject":{"name":"chair","object_id":"obj_0","bbox_xyxy":[114,517,288,603],"image_index":0},"relation":"at","object":{"name":"coffee table","object_id":"obj_1","bbox_xyxy":[219,578,349,603],"image_index":0},"raw_relation":"at","triple_text":"chair -- at -- coffee table"},{"typ... | {"objects":[{"object_id":"obj_0","name":"chair","bbox_xyxy":[114,517,288,603]},{"object_id":"obj_1","name":"coffee table","bbox_xyxy":[219,578,349,603]},{"object_id":"obj_2","name":"chair","bbox_xyxy":[314,510,458,602]}],"relations":[{"subject_id":"obj_0","subject_name":"chair","relation":"at","object_id":"obj_1","obje... | {"original_dataset":"openimages_v7","image_id":"c066f9291df3a712","question_id":"oi_rel_c066f9291df3a712_obj_1_object_at","sample_type":"relation_grounded","question_types":{"semantic":"rel","source":"openimages_v7","relation":"at","anchor_role":"object","question_family":"anchor_query_object"},"semantic_group":"relati... |
gqa_000023 | gqa | gqa | images/gqa/2328717.jpg | [
"images/gqa/2328717.jpg"
] | Are there girls to the left of the bike on the right side of the picture? | yes | [{"type":"object","legacy_target_index":0,"subject":{"name":"bicycle","object_id":"2879307","bbox_xyxy":[166,317,233,365],"image_index":0},"relation":"to_the_left_of","object":{"name":"bike","object_id":"3403990","bbox_xyxy":[279,321,333,373],"image_index":0},"raw_relation":"to the left of","triple_text":"bicycle -- to... | {"objects":[{"object_id":"2879307","name":"bicycle","bbox_xyxy":[166,317,233,365]},{"object_id":"3403990","name":"bike","bbox_xyxy":[279,321,333,373]},{"object_id":"2728253","name":"girl","bbox_xyxy":[235,319,254,351]},{"object_id":"3502206","name":"girl","bbox_xyxy":[180,290,215,356]},{"object_id":null,"name":"little"... | {"original_dataset":"gqa","image_id":"2328717","question_id":"1417602","sample_type":"relation_grounded","question_types":{"detailed":"existRelS","semantic":"rel","structural":"verify"},"semantic_group":"mixed"} |
gqa_000024 | gqa | blink_proxy_gqa_absence | images/gqa/2362945.jpg | [
"images/gqa/2362945.jpg"
] | Is the chair to the left of a speaker? | no | [{"type":"object","legacy_target_index":0,"subject":{"name":"screen","object_id":"3747830","bbox_xyxy":[226,264,279,336],"image_index":0},"relation":"to_the_right_of","object":{"name":"chair","object_id":"2390135","bbox_xyxy":[0,243,169,498],"image_index":0},"raw_relation":"to the right of","triple_text":"screen -- to_... | {"objects":[{"object_id":"3747830","name":"screen","bbox_xyxy":[226,264,279,336]},{"object_id":"2390135","name":"chair","bbox_xyxy":[0,243,169,498]},{"object_id":"3747827","name":"headphones","bbox_xyxy":[167,294,221,317]},{"object_id":"2390134","name":"table","bbox_xyxy":[134,269,375,498]},{"object_id":"2154190","name... | {"original_dataset":"blink_proxy_gqa_absence","image_id":"gqa_absence:2362945","question_id":"gqa_absence_00764413","sample_type":"relation_grounded","question_types":{"task":"absence","semantic_str":"select: chair (2390135)->verify rel: speaker,to the left of,o (-) [0]"},"semantic_group":"absence"} |
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ReGuLaR Data
This repository contains the ReGuLaR training mix with images, question-answer pairs, bounding boxes, and relation annotations. Metadata is provided as parquet shards; images are provided as compressed source-specific archives to keep the repository uploadable.
Files
data/train-xxxxx-of-yyyyy.parquet
image_archives/*.tar.zst
records.jsonl
manifest.json
stats.json
extract_images.sh
The parquet schema contains:
id,source,datasetimage: primary image path, relative to the dataset root after extractionimages: all image paths for the sample; mGrounding samples may contain multiple imagesquestion,answerrelations_json: subject-relation-object annotations serialized as JSONscene_graph_json: compact scene graph or relation evidence serialized as JSONmetadata_json: source-specific metadata serialized as JSON
Download And Extract Images
from huggingface_hub import snapshot_download
snapshot_download("zihuwang/ReGuLaR", repo_type="dataset", local_dir="regular_data")
Then extract the image archives from the dataset root:
cd regular_data
bash extract_images.sh
Equivalently, you can extract archives manually:
for f in image_archives/*.tar.zst; do tar --zstd -xf "$f"; done
This creates the images/ directory expected by the metadata paths:
images/gqa/...
images/openimage/...
images/clevr/...
images/visual_genome/...
images/psg/...
images/mgrounding/...
images/vsr/...
Usage
import json
from pathlib import Path
from PIL import Image
from datasets import load_dataset
root = Path("regular_data")
ds = load_dataset("parquet", data_files=str(root / "data/*.parquet"), split="train")
ex = ds[0]
image = Image.open(root / ex["image"]).convert("RGB")
all_images = [Image.open(root / p).convert("RGB") for p in ex["images"]]
relations = json.loads(ex["relations_json"])
scene_graph = json.loads(ex["scene_graph_json"])
metadata = json.loads(ex["metadata_json"])
Each relation follows a subject-relation-object format. Subject and object entries
include names and bounding boxes when available. Bounding boxes use bbox_xyxy.
Notes
The dataset combines examples derived from GQA, OpenImage, CLEVR, Visual Genome, PSG, mGrounding, and VSR. Please follow the licenses and terms of the original data sources.
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