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Sarikaa-Sridhar
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image_index int64	program list	question_index int64	image_filename string	question_family_index int64	split string	answer string	question string	Knowledge_Gaps list
0	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_size", "value_inputs": [ "large" ] }, { "inputs": [ 1 ], "function": "filter_color", "value_inputs": [ "green" ] }, { "inputs"...	0	CLEVR_train_000000.png	2	train	yes	Are there more big green things than large purple shiny cubes?	[ "Counting", "Size", "Attribute", "Material" ]
0	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_size", "value_inputs": [ "small" ] }, { "inputs": [ 1 ], "function": "filter_color", "value_inputs": [ "cyan" ] }, { "inputs":...	1	CLEVR_train_000000.png	43	train	2	How many other things are there of the same shape as the tiny cyan matte object?	[ "Counting", "Size", "Attribute", "Material" ]
0	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_size", "value_inputs": [ "large" ] }, { "inputs": [ 1 ], "function": "filter_shape", "value_inputs": [ "sphere" ] }, { "inputs...	2	CLEVR_train_000000.png	10	train	no	Is the color of the large sphere the same as the large matte cube?	[ "Size", "Attribute", "Material" ]
0	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_size", "value_inputs": [ "large" ] }, { "inputs": [ 1 ], "function": "filter_color", "value_inputs": [ "brown" ] }, { "inputs"...	3	CLEVR_train_000000.png	34	train	rubber	What material is the big object that is right of the brown cylinder and left of the large brown sphere?	[ "Material", "Size", "Attribute", "Direction" ]
0	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_color", "value_inputs": [ "brown" ] }, { "inputs": [ 1 ], "function": "filter_material", "value_inputs": [ "metal" ] }, { "inp...	4	CLEVR_train_000000.png	89	train	large	How big is the brown shiny sphere?	[ "Size", "Attribute", "Material" ]
0	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_color", "value_inputs": [ "cyan" ] }, { "inputs": [ 1 ], "function": "unique", "value_inputs": [] }, { "inputs": [ 2 ], "f...	5	CLEVR_train_000000.png	25	train	0	How many gray matte things are on the right side of the small rubber cube behind the large brown thing left of the cyan thing?	[ "Direction", "Attribute", "Counting", "Material", "Size" ]
0	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_color", "value_inputs": [ "brown" ] }, { "inputs": [ 1 ], "function": "filter_shape", "value_inputs": [ "sphere" ] }, { "input...	6	CLEVR_train_000000.png	83	train	sphere	What is the shape of the brown thing to the right of the large brown metallic thing that is on the left side of the brown sphere?	[ "Material", "Size", "Attribute", "Direction" ]
0	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_color", "value_inputs": [ "green" ] }, { "inputs": [ 1 ], "function": "filter_material", "value_inputs": [ "metal" ] }, { "inp...	7	CLEVR_train_000000.png	61	train	large	The brown object that is the same shape as the green shiny thing is what size?	[ "Size", "Attribute", "Material" ]
0	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_color", "value_inputs": [ "brown" ] }, { "inputs": [ 1 ], "function": "filter_material", "value_inputs": [ "metal" ] }, { "inp...	8	CLEVR_train_000000.png	36	train	yes	Are there any other things that have the same size as the brown shiny sphere?	[ "Size", "EntityResolution", "Attribute", "Material" ]
0	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_color", "value_inputs": [ "blue" ] }, { "inputs": [ 1 ], "function": "filter_shape", "value_inputs": [ "cube" ] }, { "inputs":...	9	CLEVR_train_000000.png	75	train	gray	What color is the tiny matte block left of the blue block?	[ "Material", "Size", "Attribute", "Direction" ]
1	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_color", "value_inputs": [ "yellow" ] }, { "inputs": [ 1 ], "function": "filter_shape", "value_inputs": [ "cube" ] }, { "inputs...	10	CLEVR_train_000001.png	48	train	0	How many gray rubber cubes are the same size as the yellow block?	[ "Counting", "Size", "Attribute", "Material" ]
1	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_shape", "value_inputs": [ "cylinder" ] }, { "inputs": [ 1 ], "function": "unique", "value_inputs": [] }, { "inputs": [ 2 ], ...	11	CLEVR_train_000001.png	57	train	cube	There is a rubber thing that is the same color as the cylinder; what shape is it?	[ "Attribute", "Material" ]
1	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_size", "value_inputs": [ "large" ] }, { "inputs": [ 1 ], "function": "filter_color", "value_inputs": [ "blue" ] }, { "inputs":...	12	CLEVR_train_000001.png	47	train	yes	Are there any tiny green rubber things that have the same shape as the large blue matte thing?	[ "Size", "EntityResolution", "Attribute", "Material" ]
1	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_color", "value_inputs": [ "gray" ] }, { "inputs": [ 1 ], "function": "filter_material", "value_inputs": [ "rubber" ] }, { "inp...	13	CLEVR_train_000001.png	52	train	blue	The matte ball that is the same size as the gray rubber object is what color?	[ "Size", "Attribute", "Material" ]
1	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_color", "value_inputs": [ "gray" ] }, { "inputs": [ 1 ], "function": "filter_shape", "value_inputs": [ "sphere" ] }, { "inputs...	14	CLEVR_train_000001.png	81	train	brown	There is a small matte block that is on the left side of the large rubber thing that is left of the gray ball; what is its color?	[ "Material", "Size", "Attribute", "Direction" ]
1	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_color", "value_inputs": [ "gray" ] }, { "inputs": [ 1 ], "function": "filter_material", "value_inputs": [ "metal" ] }, { "inpu...	15	CLEVR_train_000001.png	16	train	no	There is a small metallic thing in front of the gray metallic thing; does it have the same color as the big rubber sphere?	[ "Material", "Size", "Attribute", "Direction" ]
1	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_size", "value_inputs": [ "small" ] }, { "inputs": [ 1 ], "function": "filter_color", "value_inputs": [ "brown" ] }, { "inputs"...	16	CLEVR_train_000001.png	28	train	sphere	There is a gray object that is in front of the rubber cube behind the metallic ball behind the small brown thing; what shape is it?	[ "Material", "Size", "Attribute", "Direction" ]
1	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_size", "value_inputs": [ "small" ] }, { "inputs": [ 1 ], "function": "filter_material", "value_inputs": [ "rubber" ] }, { "inp...	17	CLEVR_train_000001.png	78	train	0	What number of red spheres are behind the shiny object that is on the left side of the tiny matte cylinder?	[ "Direction", "Attribute", "Counting", "Material", "Size" ]
1	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_size", "value_inputs": [ "small" ] }, { "inputs": [ 1 ], "function": "filter_color", "value_inputs": [ "gray" ] }, { "inputs":...	18	CLEVR_train_000001.png	11	train	no	Is the small gray object made of the same material as the big cube?	[ "Size", "Attribute", "Material" ]
1	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_color", "value_inputs": [ "gray" ] }, { "inputs": [ 1 ], "function": "filter_material", "value_inputs": [ "metal" ] }, { "inpu...	19	CLEVR_train_000001.png	25	train	1	There is a yellow thing behind the small metal object right of the gray metal sphere; what number of tiny matte cylinders are in front of it?	[ "Direction", "Attribute", "Counting", "Material", "Size" ]
2	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_size", "value_inputs": [ "small" ] }, { "inputs": [ 1 ], "function": "unique", "value_inputs": [] }, { "inputs": [ 2 ], "f...	20	CLEVR_train_000002.png	17	train	no	There is a small object; is it the same color as the object in front of the gray shiny thing?	[ "Material", "Size", "Attribute", "Direction" ]
2	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_size", "value_inputs": [ "small" ] }, { "inputs": [ 1 ], "function": "filter_color", "value_inputs": [ "gray" ] }, { "inputs":...	21	CLEVR_train_000002.png	33	train	yellow	There is a thing that is both to the right of the big rubber cube and left of the small gray ball; what color is it?	[ "Material", "Size", "Attribute", "Direction" ]
2	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_size", "value_inputs": [ "small" ] }, { "inputs": [ 1 ], "function": "filter_color", "value_inputs": [ "gray" ] }, { "inputs":...	22	CLEVR_train_000002.png	72	train	0	There is a small gray metal ball; how many gray balls are on the right side of it?	[ "Direction", "Attribute", "Counting", "Material", "Size" ]
2	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_size", "value_inputs": [ "large" ] }, { "inputs": [ 1 ], "function": "filter_color", "value_inputs": [ "yellow" ] }, { "inputs...	23	CLEVR_train_000002.png	71	train	1	What number of things are large yellow metallic balls or metallic things that are in front of the gray metallic sphere?	[ "Direction", "Attribute", "Counting", "Material", "Size" ]
2	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_color", "value_inputs": [ "gray" ] }, { "inputs": [ 1 ], "function": "filter_material", "value_inputs": [ "metal" ] }, { "inpu...	24	CLEVR_train_000002.png	79	train	no	There is a metal object in front of the gray metal object; are there any big blue rubber blocks in front of it?	[ "Direction", "Attribute", "Material", "EntityResolution", "Size" ]
2	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_size", "value_inputs": [ "large" ] }, { "inputs": [ 1 ], "function": "filter_material", "value_inputs": [ "metal" ] }, { "inpu...	25	CLEVR_train_000002.png	75	train	gray	What color is the metallic thing behind the big metal object?	[ "Material", "Size", "Attribute", "Direction" ]
2	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_size", "value_inputs": [ "large" ] }, { "inputs": [ 1 ], "function": "filter_color", "value_inputs": [ "blue" ] }, { "inputs":...	26	CLEVR_train_000002.png	3	train	yes	Are there the same number of blue rubber cubes on the left side of the large blue thing and tiny green matte cylinders?	[ "Direction", "Attribute", "Counting", "Material", "Size" ]
2	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_color", "value_inputs": [ "gray" ] }, { "inputs": [ 1 ], "function": "filter_material", "value_inputs": [ "metal" ] }, { "inpu...	27	CLEVR_train_000002.png	35	train	cube	What is the shape of the object that is both behind the large metallic thing and left of the gray metallic sphere?	[ "Material", "Size", "Attribute", "Direction" ]
2	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_size", "value_inputs": [ "large" ] }, { "inputs": [ 1 ], "function": "filter_material", "value_inputs": [ "metal" ] }, { "inpu...	28	CLEVR_train_000002.png	62	train	gray	The other object that is the same shape as the large metal thing is what color?	[ "Size", "Attribute", "Material" ]
2	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_size", "value_inputs": [ "large" ] }, { "inputs": [ 1 ], "function": "filter_material", "value_inputs": [ "rubber" ] }, { "inp...	29	CLEVR_train_000002.png	37	train	no	Are there any other things of the same color as the big rubber block?	[ "Size", "EntityResolution", "Attribute", "Material" ]
3	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_color", "value_inputs": [ "blue" ] }, { "inputs": [ 1 ], "function": "unique", "value_inputs": [] }, { "inputs": [ 2 ], "f...	30	CLEVR_train_000003.png	76	train	rubber	What material is the tiny cube that is to the right of the blue thing?	[ "Material", "Size", "Attribute", "Direction" ]
3	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_color", "value_inputs": [ "gray" ] }, { "inputs": [ 1 ], "function": "unique", "value_inputs": [] }, { "inputs": [ 2 ], "f...	31	CLEVR_train_000003.png	51	train	0	What number of purple objects are the same shape as the gray thing?	[ "Counting", "Attribute" ]
3	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_size", "value_inputs": [ "small" ] }, { "inputs": [ 1 ], "function": "filter_color", "value_inputs": [ "cyan" ] }, { "inputs":...	32	CLEVR_train_000003.png	82	train	rubber	What is the material of the small thing to the left of the small purple block in front of the small cyan rubber cube?	[ "Material", "Size", "Attribute", "Direction" ]
3	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_size", "value_inputs": [ "large" ] }, { "inputs": [ 1 ], "function": "filter_color", "value_inputs": [ "green" ] }, { "inputs"...	33	CLEVR_train_000003.png	46	train	no	Are there any large cyan spheres made of the same material as the large green sphere?	[ "Size", "EntityResolution", "Attribute", "Material" ]
3	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_size", "value_inputs": [ "small" ] }, { "inputs": [ 1 ], "function": "filter_color", "value_inputs": [ "cyan" ] }, { "inputs":...	34	CLEVR_train_000003.png	86	train	cube	What is the shape of the tiny cyan matte thing?	[ "Size", "Attribute", "Material" ]
3	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_color", "value_inputs": [ "brown" ] }, { "inputs": [ 1 ], "function": "filter_material", "value_inputs": [ "metal" ] }, { "inp...	35	CLEVR_train_000003.png	84	train	0	How many brown shiny objects are there?	[ "Counting", "Attribute", "Material" ]
3	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_size", "value_inputs": [ "small" ] }, { "inputs": [ 1 ], "function": "filter_color", "value_inputs": [ "cyan" ] }, { "inputs":...	36	CLEVR_train_000003.png	81	train	purple	There is a small cube on the right side of the tiny blue thing that is behind the tiny cyan matte thing; what is its color?	[ "Material", "Size", "Attribute", "Direction" ]
3	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_color", "value_inputs": [ "cyan" ] }, { "inputs": [ 1 ], "function": "filter_material", "value_inputs": [ "rubber" ] }, { "inp...	37	CLEVR_train_000003.png	52	train	blue	There is a metallic block that is the same size as the cyan rubber cube; what color is it?	[ "Size", "Attribute", "Material" ]
3	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_size", "value_inputs": [ "small" ] }, { "inputs": [ 1 ], "function": "filter_color", "value_inputs": [ "purple" ] }, { "inputs...	38	CLEVR_train_000003.png	85	train	no	Are any tiny purple rubber balls visible?	[ "Size", "EntityResolution", "Attribute", "Material" ]
3	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_color", "value_inputs": [ "cyan" ] }, { "inputs": [ 1 ], "function": "filter_material", "value_inputs": [ "metal" ] }, { "inpu...	39	CLEVR_train_000003.png	77	train	cylinder	There is a cyan metal thing behind the cyan metal ball; what shape is it?	[ "Material", "Attribute", "Direction" ]
4	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_size", "value_inputs": [ "small" ] }, { "inputs": [ 1 ], "function": "filter_color", "value_inputs": [ "purple" ] }, { "inputs...	40	CLEVR_train_000004.png	31	train	1	What number of objects are both to the left of the purple matte cube and right of the small purple metal sphere?	[ "Direction", "Attribute", "Counting", "Material", "Size" ]
4	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_color", "value_inputs": [ "purple" ] }, { "inputs": [ 1 ], "function": "filter_material", "value_inputs": [ "rubber" ] }, { "i...	41	CLEVR_train_000004.png	13	train	yes	Does the shiny object in front of the purple matte block have the same size as the small metallic cylinder?	[ "Material", "Size", "Attribute", "Direction" ]
4	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_shape", "value_inputs": [ "sphere" ] }, { "inputs": [ 1 ], "function": "unique", "value_inputs": [] }, { "inputs": [ 2 ], ...	42	CLEVR_train_000004.png	45	train	no	Is there another tiny sphere that has the same color as the ball?	[ "EntityResolution", "Attribute", "Size" ]
4	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_size", "value_inputs": [ "small" ] }, { "inputs": [ 1 ], "function": "filter_color", "value_inputs": [ "cyan" ] }, { "inputs":...	43	CLEVR_train_000004.png	58	train	small	The purple ball that is the same material as the tiny cyan cylinder is what size?	[ "Size", "Attribute", "Material" ]
4	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_color", "value_inputs": [ "purple" ] }, { "inputs": [ 1 ], "function": "filter_material", "value_inputs": [ "rubber" ] }, { "i...	44	CLEVR_train_000004.png	8	train	no	Is the number of cyan things in front of the purple matte cube greater than the number of metal cylinders left of the small metal sphere?	[ "Direction", "Attribute", "Counting", "Material", "Size" ]
4	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_shape", "value_inputs": [ "sphere" ] }, { "inputs": [ 1 ], "function": "unique", "value_inputs": [] }, { "inputs": [ 2 ], ...	45	CLEVR_train_000004.png	42	train	1	How many other things are there of the same material as the ball?	[ "Counting", "Attribute", "Material" ]
4	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_material", "value_inputs": [ "rubber" ] }, { "inputs": [ 1 ], "function": "unique", "value_inputs": [] }, { "inputs": [ 2 ], ...	46	CLEVR_train_000004.png	19	train	no	Is the thing behind the rubber thing made of the same material as the cube?	[ "Material", "Attribute", "Direction" ]
4	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_color", "value_inputs": [ "purple" ] }, { "inputs": [ 1 ], "function": "filter_material", "value_inputs": [ "rubber" ] }, { "i...	47	CLEVR_train_000004.png	86	train	cube	The purple rubber thing has what shape?	[ "Attribute", "Material" ]
4	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_size", "value_inputs": [ "small" ] }, { "inputs": [ 1 ], "function": "filter_material", "value_inputs": [ "metal" ] }, { "inpu...	48	CLEVR_train_000004.png	5	train	no	Is the number of small cylinders that are left of the tiny shiny ball greater than the number of red metal balls?	[ "Direction", "Attribute", "Counting", "Material", "Size" ]
4	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_color", "value_inputs": [ "cyan" ] }, { "inputs": [ 1 ], "function": "unique", "value_inputs": [] }, { "inputs": [ 2 ], "f...	49	CLEVR_train_000004.png	39	train	no	Is there any other thing that has the same shape as the cyan thing?	[ "EntityResolution", "Attribute" ]
5	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_size", "value_inputs": [ "large" ] }, { "inputs": [ 1 ], "function": "filter_color", "value_inputs": [ "gray" ] }, { "inputs":...	50	CLEVR_train_000005.png	83	train	cube	The small object to the left of the large matte object that is to the right of the big gray object is what shape?	[ "Material", "Size", "Attribute", "Direction" ]
5	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_size", "value_inputs": [ "large" ] }, { "inputs": [ 1 ], "function": "filter_color", "value_inputs": [ "yellow" ] }, { "inputs...	51	CLEVR_train_000005.png	22	train	yes	There is a yellow object on the right side of the large yellow rubber cube; is its shape the same as the large gray metal object?	[ "Material", "Size", "Attribute", "Direction" ]
5	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_color", "value_inputs": [ "purple" ] }, { "inputs": [ 1 ], "function": "unique", "value_inputs": [] }, { "inputs": [ 2 ], ...	52	CLEVR_train_000005.png	75	train	blue	There is a rubber thing that is in front of the purple object; what color is it?	[ "Material", "Attribute", "Direction" ]
5	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_color", "value_inputs": [ "red" ] }, { "inputs": [ 2 ], "function": "filt...	53	CLEVR_train_000005.png	69	train	2	How many blocks are red metal things or big green metal things?	[ "Counting", "Size", "Attribute", "Material" ]
5	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_size", "value_inputs": [ "small" ] }, { "inputs": [ 1 ], "function": "filter_color", "value_inputs": [ "red" ] }, { "inputs": ...	54	CLEVR_train_000005.png	80	train	large	What size is the rubber cube that is right of the big thing behind the small red metal object?	[ "Material", "Size", "Attribute", "Direction" ]
5	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_size", "value_inputs": [ "large" ] }, { "inputs": [ 1 ], "function": "filter_color", "value_inputs": [ "yellow" ] }, { "inputs...	55	CLEVR_train_000005.png	72	train	1	There is a big yellow matte thing; how many rubber cubes are right of it?	[ "Direction", "Attribute", "Counting", "Material", "Size" ]
5	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_size", "value_inputs": [ "small" ] }, { "inputs": [ 1 ], "function": "filter_shape", "value_inputs": [ "cube" ] }, { "inputs":...	56	CLEVR_train_000005.png	1	train	no	Are there fewer small cubes than blue matte balls?	[ "Counting", "Size", "Attribute", "Material" ]
5	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_color", "value_inputs": [ "yellow" ] }, { "inputs": [ 1 ], "function": "filter_material", "value_inputs": [ "rubber" ] }, { "i...	57	CLEVR_train_000005.png	32	train	small	How big is the thing that is on the right side of the purple object and left of the yellow matte sphere?	[ "Material", "Size", "Attribute", "Direction" ]
5	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_size", "value_inputs": [ "small" ] }, { "inputs": [ 1 ], "function": "filter_color", "value_inputs": [ "cyan" ] }, { "inputs":...	58	CLEVR_train_000005.png	4	train	yes	Is the number of brown rubber cylinders that are on the right side of the tiny cyan ball less than the number of small cyan matte objects?	[ "Direction", "Attribute", "Counting", "Material", "Size" ]
5	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_size", "value_inputs": [ "small" ] }, { "inputs": [ 1 ], "function": "filter_color", "value_inputs": [ "red" ] }, { "inputs": ...	59	CLEVR_train_000005.png	60	train	sphere	What shape is the large gray object that is made of the same material as the tiny red cube?	[ "Size", "Attribute", "Material" ]
6	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_color", "value_inputs": [ "blue" ] }, { "inputs": [ 1 ], "function": "unique", "value_inputs": [] }, { "inputs": [ 2 ], "f...	60	CLEVR_train_000006.png	42	train	2	How many other objects are the same material as the blue object?	[ "Counting", "Attribute", "Material" ]
6	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_color", "value_inputs": [ "green" ] }, { "inputs": [ 1 ], "function": "filter_shape", "value_inputs": [ "cube" ] }, { "inputs"...	61	CLEVR_train_000006.png	14	train	no	Is the size of the green cube the same as the matte sphere that is in front of the green thing?	[ "Material", "Size", "Attribute", "Direction" ]
6	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_size", "value_inputs": [ "small" ] }, { "inputs": [ 1 ], "function": "filter_shape", "value_inputs": [ "cube" ] }, { "inputs":...	62	CLEVR_train_000006.png	88	train	green	The tiny cube has what color?	[ "Attribute", "Size" ]
6	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_color", "value_inputs": [ "cyan" ] }, { "inputs": [ 1 ], "function": "unique", "value_inputs": [] }, { "inputs": [ 2 ], "f...	63	CLEVR_train_000006.png	28	train	sphere	There is a big metallic object behind the shiny object in front of the shiny object that is left of the cyan thing; what is its shape?	[ "Material", "Size", "Attribute", "Direction" ]
6	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_size", "value_inputs": [ "large" ] }, { "inputs": [ 1 ], "function": "filter_material", "value_inputs": [ "metal" ] }, { "inpu...	64	CLEVR_train_000006.png	82	train	metal	There is a cylinder that is right of the cylinder that is behind the large metal cylinder; what is it made of?	[ "Material", "Size", "Attribute", "Direction" ]
6	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_color", "value_inputs": [ "cyan" ] }, { "inputs": [ 1 ], "function": "filter_shape", "value_inputs": [ "cylinder" ] }, { "inpu...	65	CLEVR_train_000006.png	60	train	sphere	There is a yellow thing that is the same material as the cyan cylinder; what shape is it?	[ "Attribute", "Material" ]
6	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_color", "value_inputs": [ "yellow" ] }, { "inputs": [ 1 ], "function": "filter_material", "value_inputs": [ "metal" ] }, { "in...	66	CLEVR_train_000006.png	39	train	yes	Is there any other thing that has the same shape as the yellow metallic object?	[ "EntityResolution", "Attribute", "Material" ]
6	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_material", "value_inputs": [ "metal" ] }, { "inputs": [ 1 ], "function": "filter_shape", "value_inputs": [ "sphere" ] }, { "in...	67	CLEVR_train_000006.png	72	train	0	What number of rubber cubes are to the left of the metal ball?	[ "Counting", "Material", "Attribute", "Direction" ]
6	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_size", "value_inputs": [ "large" ] }, { "inputs": [ 1 ], "function": "filter_material", "value_inputs": [ "rubber" ] }, { "inp...	68	CLEVR_train_000006.png	85	train	yes	Is there a big matte ball?	[ "Size", "EntityResolution", "Attribute", "Material" ]
6	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_size", "value_inputs": [ "large" ] }, { "inputs": [ 1 ], "function": "filter_color", "value_inputs": [ "yellow" ] }, { "inputs...	69	CLEVR_train_000006.png	29	train	yellow	What color is the large ball that is left of the large rubber thing that is in front of the sphere that is in front of the big yellow metallic sphere?	[ "Material", "Size", "Attribute", "Direction" ]
7	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_color", "value_inputs": [ "green" ] }, { "inputs": [ 1 ], "function": "unique", "value_inputs": [] }, { "inputs": [ 2 ], "...	70	CLEVR_train_000007.png	20	train	no	Is the material of the green object the same as the small block that is on the right side of the green metallic thing?	[ "Material", "Size", "Attribute", "Direction" ]
7	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_color", "value_inputs": [ "blue" ] }, { "inputs": [ 1 ], "function": "filter_material", "value_inputs": [ "rubber" ] }, { "inp...	71	CLEVR_train_000007.png	67	train	3	What number of objects are metallic cubes that are in front of the blue matte cube or tiny things in front of the big yellow object?	[ "Direction", "Attribute", "Counting", "Material", "Size" ]
7	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_size", "value_inputs": [ "small" ] }, { "inputs": [ 1 ], "function": "filter_shape", "value_inputs": [ "sphere" ] }, { "inputs...	72	CLEVR_train_000007.png	41	train	1	What number of other things are there of the same color as the small sphere?	[ "Counting", "Attribute", "Size" ]
7	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_size", "value_inputs": [ "small" ] }, { "inputs": [ 1 ], "function": "filter_color", "value_inputs": [ "blue" ] }, { "inputs":...	73	CLEVR_train_000007.png	8	train	no	Are there more green metal cubes on the right side of the tiny blue matte cube than big things in front of the large yellow object?	[ "Direction", "Attribute", "Counting", "Material", "Size" ]
7	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_material", "value_inputs": [ "rubber" ] }, { "inputs": [ 1 ], "function": "filter_shape", "value_inputs": [ "cube" ] }, { "inp...	74	CLEVR_train_000007.png	36	train	yes	Is there any other thing that is the same size as the rubber cube?	[ "Size", "EntityResolution", "Attribute", "Material" ]
7	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_size", "value_inputs": [ "small" ] }, { "inputs": [ 2 ], "function": "fil...	75	CLEVR_train_000007.png	69	train	4	How many blocks are tiny blue objects or big purple metallic objects?	[ "Counting", "Size", "Attribute", "Material" ]
7	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_color", "value_inputs": [ "blue" ] }, { "inputs": [ 1 ], "function": "filter_shape", "value_inputs": [ "sphere" ] }, { "inputs...	76	CLEVR_train_000007.png	70	train	2	How many objects are either large purple objects that are on the left side of the blue sphere or tiny metal cylinders?	[ "Direction", "Attribute", "Counting", "Material", "Size" ]
7	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_size", "value_inputs": [ "small" ] }, { "inputs": [ 1 ], "function": "filter_material", "value_inputs": [ "metal" ] }, { "inpu...	77	CLEVR_train_000007.png	28	train	cube	There is a large purple metallic thing that is on the right side of the small thing behind the purple shiny object that is right of the tiny shiny thing; what is its shape?	[ "Material", "Size", "Attribute", "Direction" ]
7	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_size", "value_inputs": [ "small" ] }, { "inputs": [ 1 ], "function": "filter_color", "value_inputs": [ "green" ] }, { "inputs"...	78	CLEVR_train_000007.png	51	train	1	What number of blue matte things are the same shape as the small green object?	[ "Counting", "Size", "Attribute", "Material" ]
7	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_size", "value_inputs": [ "small" ] }, { "inputs": [ 1 ], "function": "filter_shape", "value_inputs": [ "sphere" ] }, { "inputs...	79	CLEVR_train_000007.png	11	train	no	Are the small sphere and the green block made of the same material?	[ "Size", "Attribute", "Material" ]
8	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_color", "value_inputs": [ "green" ] }, { "inputs": [ 1 ], "function": "filter_material", "value_inputs": [ "rubber" ] }, { "in...	80	CLEVR_train_000008.png	63	train	metal	There is another small green thing that is the same shape as the green matte thing; what is it made of?	[ "Size", "Attribute", "Material" ]
8	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_size", "value_inputs": [ "large" ] }, { "inputs": [ 1 ], "function": "filter_color", "value_inputs": [ "green" ] }, { "inputs"...	81	CLEVR_train_000008.png	84	train	0	How many big green shiny blocks are there?	[ "Counting", "Size", "Attribute", "Material" ]
8	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_size", "value_inputs": [ "small" ] }, { "inputs": [ 1 ], "function": "filter_color", "value_inputs": [ "brown" ] }, { "inputs"...	82	CLEVR_train_000008.png	77	train	sphere	There is a small matte object that is in front of the small brown sphere; what shape is it?	[ "Material", "Size", "Attribute", "Direction" ]
8	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_size", "value_inputs": [ "small" ] }, { "inputs": [ 1 ], "function": "filter_color", "value_inputs": [ "green" ] }, { "inputs"...	83	CLEVR_train_000008.png	29	train	brown	There is a matte sphere that is behind the ball that is in front of the rubber thing right of the small green matte object; what color is it?	[ "Material", "Size", "Attribute", "Direction" ]
8	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_size", "value_inputs": [ "small" ] }, { "inputs": [ 1 ], "function": "filter_color", "value_inputs": [ "brown" ] }, { "inputs"...	84	CLEVR_train_000008.png	60	train	cube	The green thing that is the same material as the small brown ball is what shape?	[ "Size", "Attribute", "Material" ]
8	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_material", "value_inputs": [ "rubber" ] }, { "inputs": [ 1 ], "function": "filter_shape", "value_inputs": [ "cube" ] }, { "inp...	85	CLEVR_train_000008.png	1	train	no	Are there fewer matte cubes than large green shiny cubes?	[ "Counting", "Size", "Attribute", "Material" ]
8	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_color", "value_inputs": [ "yellow" ] }, { "inputs": [ 1 ], "function": "unique", "value_inputs": [] }, { "inputs": [ 2 ], ...	86	CLEVR_train_000008.png	11	train	no	Is the material of the yellow thing the same as the small brown object?	[ "Size", "Attribute", "Material" ]
8	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_shape", "value_inputs": [ "cylinder" ] }, { "inputs": [ 1 ], "function": "unique", "value_inputs": [] }, { "inputs": [ 2 ], ...	87	CLEVR_train_000008.png	41	train	0	What number of other things are there of the same color as the cylinder?	[ "Counting", "Attribute" ]
8	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_size", "value_inputs": [ "small" ] }, { "inputs": [ 1 ], "function": "filter_color", "value_inputs": [ "green" ] }, { "inputs"...	88	CLEVR_train_000008.png	2	train	yes	Are there more small green rubber objects than big brown metallic cylinders?	[ "Counting", "Size", "Attribute", "Material" ]
8	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_color", "value_inputs": [ "yellow" ] }, { "inputs": [ 1 ], "function": "unique", "value_inputs": [] }, { "inputs": [ 2 ], ...	89	CLEVR_train_000008.png	14	train	no	There is a yellow object; is it the same size as the rubber object behind the yellow shiny thing?	[ "Material", "Size", "Attribute", "Direction" ]
9	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_size", "value_inputs": [ "small" ] }, { "inputs": [ 1 ], "function": "filter_color", "value_inputs": [ "yellow" ] }, { "inputs...	90	CLEVR_train_000009.png	38	train	no	Is there anything else that has the same material as the tiny yellow object?	[ "Size", "EntityResolution", "Attribute", "Material" ]
9	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_material", "value_inputs": [ "rubber" ] }, { "inputs": [ 1 ], "function": "filter_shape", "value_inputs": [ "cube" ] }, { "inp...	91	CLEVR_train_000009.png	56	train	rubber	What is the material of the small cylinder that is the same color as the matte cube?	[ "Size", "Attribute", "Material" ]
9	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_size", "value_inputs": [ "small" ] }, { "inputs": [ 1 ], "function": "filter_color", "value_inputs": [ "gray" ] }, { "inputs":...	92	CLEVR_train_000009.png	62	train	cyan	There is another tiny matte object that is the same shape as the tiny gray object; what color is it?	[ "Size", "Attribute", "Material" ]
9	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_size", "value_inputs": [ "large" ] }, { "inputs": [ 1 ], "function": "filter_color", "value_inputs": [ "gray" ] }, { "inputs":...	93	CLEVR_train_000009.png	39	train	no	Is there any other thing that is the same shape as the large gray object?	[ "EntityResolution", "Attribute", "Size" ]
9	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_color", "value_inputs": [ "yellow" ] }, { "inputs": [ 1 ], "function": "filter_shape", "value_inputs": [ "cylinder" ] }, { "in...	94	CLEVR_train_000009.png	24	train	yes	There is a tiny object behind the yellow cylinder; is its shape the same as the gray object on the left side of the small cyan object?	[ "Size", "Attribute", "Direction" ]
9	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_color", "value_inputs": [ "gray" ] }, { "inputs": [ 1 ], "function": "filter_material", "value_inputs": [ "rubber" ] }, { "inp...	95	CLEVR_train_000009.png	14	train	no	There is a gray matte cylinder; is its size the same as the rubber sphere that is behind the small cyan cylinder?	[ "Material", "Size", "Attribute", "Direction" ]
9	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_size", "value_inputs": [ "small" ] }, { "inputs": [ 1 ], "function": "filter_color", "value_inputs": [ "red" ] }, { "inputs": ...	96	CLEVR_train_000009.png	2	train	no	Is the number of small red rubber blocks greater than the number of yellow shiny cylinders?	[ "Counting", "Size", "Attribute", "Material" ]
9	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_color", "value_inputs": [ "gray" ] }, { "inputs": [ 1 ], "function": "filter_material", "value_inputs": [ "rubber" ] }, { "inp...	97	CLEVR_train_000009.png	21	train	no	Do the tiny cylinder that is in front of the gray matte block and the small cylinder to the left of the gray rubber cylinder have the same material?	[ "Material", "Size", "Attribute", "Direction" ]
9	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_size", "value_inputs": [ "large" ] }, { "inputs": [ 1 ], "function": "filter_color", "value_inputs": [ "gray" ] }, { "inputs":...	98	CLEVR_train_000009.png	87	train	rubber	What is the large gray block made of?	[ "Size", "Attribute", "Material" ]
9	[ { "inputs": [], "function": "scene", "value_inputs": [] }, { "inputs": [ 0 ], "function": "filter_color", "value_inputs": [ "gray" ] }, { "inputs": [ 1 ], "function": "filter_material", "value_inputs": [ "rubber" ] }, { "inp...	99	CLEVR_train_000009.png	5	train	yes	Are there more rubber objects behind the gray matte cube than cyan shiny blocks?	[ "Counting", "Material", "Attribute", "Direction" ]

End of preview.

TinyKGI Knowledge Gap (KG) Annotations

This repository contains the Knowledge Gap (KG) annotations developed for the paper:

Identifying Knowledge Gaps on the Edge for Visual Question Answering

Overview

TinyKGI is a lightweight framework for identifying plausible cognitive capabilities that an AI model may lack, referred to as Knowledge Gaps (KGs). These annotations were created to support research on Knowledge Gap Identification for Visual Question Answering (VQA) systems.

The repository provides KG annotations for the following datasets:

GQA
CLEVR

For the TDIUC dataset, the original question types are used as Knowledge Gap labels and therefore no additional annotation files are released.

Repository Structure

gqa/
├── TRAIN_QUESTIONS_WITH_KGS.json
├── VAL_QUESTIONS_WITH_KGS.json
└── README.md

clevr/
├── TRAIN_QUESTIONS_WITH_KGS.json
├── VAL_QUESTIONS_WITH_KGS.json
└── README.md

Annotation Format

The released files extend the original dataset annotations with an additional field:

Knowledge_Gaps: List of Knowledge Gap categories associated with the question.

Example:

{
  "question": "Who is walking?",
  "answer": "people",
  "Knowledge_Gaps": ["Activity"]
}

Knowledge Gap Categories

Examples of KG categories include:

Activity
Attribute
Color
Counting
Entity Resolution
Location
Material
Scene Recognition
Sentiment
Size
State
Utility Affordance

Original Datasets

The KG annotations provided in this repository are derived from publicly available datasets.

Downloads last month: 75

Total file size:

1.89 GB