Datasets:

dataset-author-404
/

Anon-CounterFactual-Dataset

semantic_counterfactual_type stringclasses 10 values	negative_counterfactual_type stringclasses 6 values	semantic_counterfactual_description stringlengths 16 58	negative_counterfactual_description stringlengths 23 52	original_question stringlengths 20 75	semantic_counterfactual_question_1 stringlengths 21 75	negative_counterfactual_question_1 stringlengths 20 87	original_image_answer_to_original_question stringclasses 11 values	original_image_answer_to_semantic_counterfactual_question_1 stringclasses 11 values	original_image_answer_to_negative_counterfactual_question_1 stringclasses 11 values	semantic_counterfactual_image_answer_to_original_question stringclasses 12 values	semantic_counterfactual_image_answer_to_semantic_counterfactual_question_1 stringclasses 12 values	semantic_counterfactual_image_answer_to_negative_counterfactual_question_1 stringclasses 12 values	negative_counterfactual_image_answer_to_original_question stringclasses 11 values	negative_counterfactual_image_answer_to_semantic_counterfactual_question_1 stringclasses 11 values	negative_counterfactual_image_answer_to_negative_counterfactual_question_1 stringclasses 11 values
swap_attribute	apply_chromatic_aberration	swapped colors between yellow cube and red cube	applied chromatic aberration filter (strength: 3.33)	How many large red objects are there?	How many small red objects are there?	How many large red objects can be found in the scene?	0	1	0	1	0	1	0	1	0
replace_object	apply_blur	replaced red cylinder with purple cube	applied blur filter (strength: 12.88)	How many rubber objects are there?	How many metal objects are there?	How many rubber objects are in the scene?	2	3	5	3	2	5	2	3	5
replace_object	apply_vignette	replaced gray sphere with yellow cylinder	applied vignette filter (strength: 3.34)	How many gray objects are there?	How many yellow objects are there?	What is the total number of gray objects?	1	0	1	0	1	0	1	0	1
remove_object	add_noise	removed blue sphere	added medium noise (min: light)	Is the material of the blue object the same as the large object?	Is the material of the blue object the same as the small object?	Are the blue object and the large object the same material?	yes	no	yes	no	yes	no	yes	no	yes
swap_attribute	change_lighting	swapped colors between gray cube and green cube	changed lighting to cool	How many large gray objects are there?	How many large green objects are there?	How many large gray objects can be found in the scene?	0	1	0	1	0	1	0	1	0
change_color	apply_vignette	changed yellow sphere to cyan	applied vignette filter (strength: 4.55)	How many small yellow objects are there?	How many small cyan objects are there?	What is the total number of small yellow objects?	1	0	1	0	1	0	1	0	1
remove_object	apply_chromatic_aberration	removed purple sphere	applied chromatic aberration filter (strength: 1.08)	How many objects are in the scene?	Are there fewer than 6 objects?	What is the count of objects in the scene?	6	no	6	5	yes	5	6	no	6
replace_object	apply_chromatic_aberration	replaced purple cube with blue cylinder	applied chromatic aberration filter (strength: 1.27)	What is the total number of blue metal objects?	What is the total number of purple metal objects?	How many blue metal objects are there in total?	0	1	0	1	0	1	0	1	0
relational_flip	add_noise	moved purple cylinder from right of cyan cylinder to left	added heavy noise (min: light)	Is there a small rubber object left of the cylinder?	Is there a small rubber object right of the cylinder?	Is there a small rubber object left of the cylinder present in this scene?	no	yes	no	yes	no	yes	no	yes	no
swap_attribute	apply_chromatic_aberration	swapped colors between purple cylinder and yellow sphere	applied chromatic aberration filter (strength: 1.18)	How many objects are either purple or sphere?	How many objects are either yellow or sphere?	What is the count of objects that are either purple or sphere?	3	2	3	2	3	2	3	2	3
add_object	change_lighting	added blue rubber cube	changed lighting to dim	How many objects are either blue or sphere?	How many objects are either blue or cube?	What is the total number of objects that are either blue or sphere?	2	4	2	3	5	3	2	4	2
relational_flip	apply_chromatic_aberration	moved purple cylinder from left of green cylinder to right	applied chromatic aberration filter (strength: 3.37)	Is there a purple object left of the sphere?	Is there a purple object right of the sphere?	Is there at least one purple object positioned left of the sphere?	yes	no	yes	no	yes	no	yes	no	yes
relational_flip	change_background	moved blue sphere from right of brown sphere to left	changed background to orange	Is there a large rubber object left of the cube?	Is there a large rubber object right of the cube?	Is there at least one large rubber object positioned left of the cube?	no	yes	no	yes	no	yes	no	yes	no
change_position	apply_chromatic_aberration	moved gray cylinder from (2.1,-2.2) to (0.4,-0.8)	applied chromatic aberration filter (strength: 3.64)	Is there a large metal object right of the cylinder?	Is there a large metal object left of the cylinder?	Is there at least one large metal object right of the cylinder?	no	yes	no	yes	no	yes	no	yes	no
add_object	apply_vignette	added blue metal cylinder	applied vignette filter (strength: 3.24)	What is the total number of objects that are either large or sphere?	What is the total number of objects that are either large or cylinder?	How many objects that are either large or sphere are present in the scene?	3	2	3	4	3	4	3	2	3
change_color	apply_vignette	changed gray sphere to blue	applied vignette filter (strength: 4.85)	How many large gray objects are there?	How many large blue objects are there?	How many large gray objects can be found in the scene?	1	0	1	0	1	0	1	0	1
change_shape	change_background	changed yellow sphere to cube	changed background to white	Are there any yellow spheres?	Are there any yellow cubes?	Are there any yellow spheres present in the scene?	yes	no	yes	no	yes	no	yes	no	yes
remove_object	apply_blur	removed purple cube	applied blur filter (strength: 9.87)	How many objects are in the scene?	Are there fewer than 4 objects?	How many objects are visible in the scene?	4	no	4	3	yes	3	4	no	4
change_position	change_background	moved purple sphere from (-1.4,-1.8) to (-2.0,2.4)	changed background to brown	Is there a purple object behind the cylinder?	Is there a purple object in front of the cylinder?	Are there any purple objects positioned behind the cylinder?	no	yes	no	yes	no	no	no	yes	no
remove_object	change_background	removed gray cube	changed background to orange	Does the scene contain an equal number of gray objects and red objects?	Does the scene contain an equal number of gray objects and green objects?	In this scene, does it contain an equal number of gray objects and red objects?	yes	no	yes	no	yes	no	yes	no	yes
change_material	add_noise	changed purple cylinder from rubber to metal	added heavy noise (min: light)	What is the total number of metal objects?	What is the total number of rubber objects?	How many metal objects are there?	4	1	4	5	0	5	4	1	4
change_shape	change_background	changed yellow cube to cylinder	changed background to blue	What is the total number of objects that are either small or cylinder?	What is the total number of objects that are either small or cube?	How many objects in the scene are either small or cylinder?	4	5	4	5	4	5	4	5	4
remove_object	apply_vignette	removed cyan cube	applied vignette filter (strength: 4.73)	Does the scene contain an equal number of red objects and cyan objects?	Does the scene contain an equal number of gray objects and cyan objects?	Is it true that the scene contains an equal number of red objects and cyan objects?	yes	no	yes	no	yes	no	yes	no	yes
change_size	change_background	changed blue sphere from small to large	changed background to gray	What is the total number of small objects?	What is the total number of large objects?	How many small objects are there altogether?	1	2	1	0	3	0	1	2	1
change_shape	apply_chromatic_aberration	changed red cube to sphere	applied chromatic aberration filter (strength: 1.33)	Are there any red spheres?	Are there any red cubes?	Is there a red sphere?	no	yes	no	yes	no	yes	no	yes	no
change_material	apply_chromatic_aberration	changed red sphere from rubber to metal	applied chromatic aberration filter (strength: 1.48)	What is the total number of red rubber objects?	What is the total number of red metal objects?	How many red rubber objects are in the scene?	1	0	4	0	1	4	1	0	4
remove_object	apply_chromatic_aberration	removed red sphere	applied chromatic aberration filter (strength: 2.78)	Does the scene contain an equal number of cyan objects and red objects?	Does the scene contain an equal number of gray objects and red objects?	Is the number of red objects equal to the number of cyan objects?	no	yes	no	yes	no	yes	no	yes	no
change_shape	apply_vignette	changed brown cube to sphere	applied vignette filter (strength: 4.77)	How many objects are either green or sphere?	How many objects are either red or sphere?	What is the count of objects that are either green or sphere?	1	4	1	2	5	2	1	4	1
change_color	apply_chromatic_aberration	changed blue cylinder to yellow	applied chromatic aberration filter (strength: 1.04)	How many objects are either yellow or sphere?	How many objects are either blue or sphere?	How many objects are yellow or sphere?	3	4	1	4	3	1	3	4	1
change_shape	add_noise	changed red cylinder to cube	added heavy noise (min: light)	Is there a rubber cube?	Is there a rubber cylinder?	Are there any rubber cubes in the scene?	no	yes	no	yes	no	yes	no	yes	no
change_size	add_noise	changed blue cylinder from large to small	added heavy noise (min: light)	What is the total number of large objects?	What is the total number of small objects?	How many large objects are in the scene?	2	4	6	1	5	6	2	4	6
relational_flip	apply_blur	moved purple cube from right of green cylinder to left	applied blur filter (strength: 8.10)	Is there a small rubber object right of the cylinder?	Is there a small rubber object left of the cylinder?	Is there at least one small rubber object right of the cylinder?	yes	no	yes	no	yes	no	yes	no	yes
relational_flip	apply_blur	moved cyan cube from right of purple sphere to left	applied blur filter (strength: 10.30)	Is there a cyan object behind the sphere?	Is there a cyan object in front of the sphere?	Is there at least one cyan object behind the sphere?	yes	no	yes	no	yes	no	yes	no	yes
change_color	apply_blur	changed yellow cube to brown	applied blur filter (strength: 11.50)	Is the material of the yellow object the same as the small object?	Is the material of the brown object the same as the small object?	Is the yellow object the same material as the small object?	yes	no	yes	no	yes	no	yes	no	yes
replace_object	apply_chromatic_aberration	replaced green cube with red sphere	applied chromatic aberration filter (strength: 1.61)	How many metal objects are there?	How many rubber objects are there?	What is the count of metal objects in the scene?	2	1	3	3	0	3	2	1	3
change_material	change_background	changed red sphere from rubber to metal	changed background to purple	What is the total number of red rubber objects?	What is the total number of red metal objects?	What is the count of red rubber objects?	1	0	6	0	1	6	1	0	6
add_object	add_noise	added gray rubber cylinder	added heavy noise (min: light)	How many objects are in the scene?	Are there more than 6 objects?	What is the count of objects in the scene?	6	no	6	7	yes	7	6	no	6
swap_attribute	apply_chromatic_aberration	swapped colors between purple cube and cyan cube	applied chromatic aberration filter (strength: 3.77)	Is the cyan cube matte or shiny?	Is the purple cube matte or shiny?	What is the surface appearance of the cyan cube: matte or shiny?	shiny	matte	6	matte	shiny	6	shiny	matte	6
change_color	change_background	changed cyan sphere to gray	changed background to white	What is the total number of cyan metal objects?	What is the total number of gray metal objects?	How many cyan metal objects are there in total?	1	0	1	0	1	0	1	0	1
change_size	change_background	changed gray cylinder from small to large	changed background to blue	How many large gray objects are there?	How many small gray objects are there?	How many large gray objects are in the scene?	0	1	5	1	0	5	0	1	5
replace_object	change_lighting	replaced purple cube with blue cylinder	changed lighting to cool	What is the total number of large objects?	What is the total number of small objects?	How many large objects are there altogether?	1	5	1	2	4	2	1	5	1
change_size	change_lighting	changed yellow cylinder from large to small	changed lighting to dramatic	What is the total number of small objects?	What is the total number of large objects?	How many small objects can be found in the scene?	1	4	1	2	3	2	1	4	1
change_position	apply_blur	moved blue cylinder from (-2.4,-1.1) to (2.1,-2.5)	applied blur filter (strength: 11.07)	Is there a red object left of the cylinder?	Is there a red object right of the cylinder?	Are there any red objects left of the cylinder?	no	yes	no	yes	no	no	no	yes	no
add_object	apply_blur	added gray rubber sphere	applied blur filter (strength: 11.12)	What is the total number of objects that are either large or cylinder?	What is the total number of objects that are either large or cube?	What is the total number of objects that are large or cylinder?	3	5	3	4	6	3	3	5	3
change_shape	add_noise	changed red cube to cylinder	added medium noise (min: light)	How many objects are either purple or cube?	How many objects are either purple or cylinder?	How many objects in the scene are either purple or cube?	4	1	4	3	2	3	4	1	4
add_object	change_lighting	added gray rubber sphere	changed lighting to warm	What is the total number of objects that are either large or cube?	What is the total number of objects that are either large or sphere?	How many objects are large or cube?	3	2	1	4	3	1	3	2	1
add_object	apply_vignette	added red metal sphere	applied vignette filter (strength: 4.22)	What is the total number of objects that are either large or cylinder?	What is the total number of objects that are either large or sphere?	How many objects in the scene are either large or cylinder?	4	3	4	5	4	5	4	3	4
replace_object	add_noise	replaced purple sphere with blue cylinder	added medium noise (min: light)	How many rubber objects are there?	How many metal objects are there?	How many rubber objects are in the scene?	2	1	3	1	2	3	2	1	3
change_material	apply_vignette	changed green sphere from rubber to metal	applied vignette filter (strength: 3.23)	What is the total number of green rubber objects?	What is the total number of green metal objects?	What is the count of green rubber objects?	1	0	4	0	1	4	1	0	4
change_material	apply_chromatic_aberration	changed brown sphere from metal to rubber	applied chromatic aberration filter (strength: 2.03)	What is the total number of brown rubber objects?	What is the total number of brown metal objects?	How many brown rubber objects can be found in the scene?	0	1	0	1	0	1	0	1	0
add_object	apply_blur	added brown rubber sphere	applied blur filter (strength: 12.93)	What is the total number of objects that are either large or sphere?	What is the total number of objects that are either small or sphere?	How many objects in the scene are either large or sphere?	5	3	5	6	4	6	5	3	5
change_size	apply_chromatic_aberration	changed yellow cylinder from large to small	applied chromatic aberration filter (strength: 3.70)	How many large yellow objects are there?	How many small yellow objects are there?	How many large yellow objects are in the scene?	1	0	3	0	1	3	1	0	3
change_color	change_background	changed yellow sphere to blue	changed background to gray	Does the scene contain an equal number of yellow objects and red objects?	Does the scene contain an equal number of blue objects and red objects?	Is it true that the scene contains an equal number of yellow objects and red objects?	yes	no	yes	no	yes	no	yes	no	yes
replace_object	apply_chromatic_aberration	replaced red cube with gray sphere	applied chromatic aberration filter (strength: 2.98)	What is the total number of red metal objects?	What is the total number of gray metal objects?	How many red metal objects are in the scene?	1	0	3	0	1	3	1	0	3
swap_attribute	apply_chromatic_aberration	swapped colors between yellow sphere and green cube	applied chromatic aberration filter (strength: 2.45)	Is there a yellow sphere?	Is there a green sphere?	Is there a yellow sphere present in this scene?	yes	no	yes	no	yes	no	yes	no	yes
change_position	change_lighting	moved red cube from (-1.8,-0.2) to (2.5,2.9)	changed lighting to bright	Is there a large metal object left of the cube?	Is there a large metal object right of the cube?	Is there a large metal object left of the cube present in this scene?	no	yes	no	yes	no	yes	no	yes	no
add_object	change_background	added brown rubber cylinder	changed background to blue	What is the total number of objects that are either large or cube?	What is the total number of objects that are either large or sphere?	How many objects are either large or cube?	5	3	5	6	4	6	5	3	5
change_material	apply_vignette	changed green sphere from metal to rubber	applied vignette filter (strength: 3.46)	What is the total number of metal objects?	What is the total number of rubber objects?	How many metal objects are there?	5	1	5	4	2	4	5	1	5
add_object	change_background	added brown metal sphere	changed background to dark_gray	What is the total number of objects that are either large or sphere?	What is the total number of objects that are either small or sphere?	How many objects in the scene are either large or sphere?	4	3	4	5	4	5	4	3	4
swap_attribute	apply_blur	swapped colors between red cylinder and blue cube	applied blur filter (strength: 13.91)	How many small red objects are there?	How many small blue objects are there?	How many small red objects can be found in the scene?	0	1	0	1	0	1	0	1	0
change_shape	apply_blur	changed cyan sphere to cylinder	applied blur filter (strength: 13.56)	How many objects are either green or sphere?	How many objects are either green or cylinder?	What is the total number of objects that are green or sphere?	4	1	0	3	2	0	4	1	0
change_color	change_background	changed cyan cube to purple	changed background to green	How many objects are either cyan or cylinder?	How many objects are either purple or cylinder?	What is the total number of objects that are either cyan or cylinder?	2	1	2	1	2	1	2	1	2
replace_object	apply_vignette	replaced green sphere with purple cube	applied vignette filter (strength: 3.74)	How many large green objects are there?	How many large purple objects are there?	How many large green objects are in the scene?	1	0	6	0	1	6	1	0	6
swap_attribute	apply_chromatic_aberration	swapped colors between green sphere and cyan sphere	applied chromatic aberration filter (strength: 2.29)	Is the green sphere matte or shiny?	Is the cyan sphere matte or shiny?	What finish does the green sphere have — matte or shiny?	matte	shiny	6	shiny	matte	6	matte	shiny	6
add_object	add_noise	added green rubber cube	added heavy noise (min: light)	What is the total number of objects that are either small or cylinder?	What is the total number of objects that are either small or cube?	What is the total number of objects that are small or cylinder?	5	3	0	6	4	0	5	3	0
change_position	apply_blur	moved cyan cylinder from (-1.8,-0.0) to (0.8,0.3)	applied blur filter (strength: 10.76)	Is there a small metal object right of the cylinder?	Is there a small metal object left of the cylinder?	Are there any small metal objects positioned right of the cylinder?	yes	no	yes	no	yes	yes	yes	no	yes
replace_object	apply_chromatic_aberration	replaced gray cylinder with cyan sphere	applied chromatic aberration filter (strength: 3.72)	What is the total number of gray metal objects?	What is the total number of cyan metal objects?	How many gray metal objects can be found in the scene?	1	0	1	0	1	0	1	0	1
relational_flip	apply_blur	moved brown sphere from left of cyan sphere to right	applied blur filter (strength: 11.04)	Is there a large rubber object in front of the sphere?	Is there a large rubber object behind the sphere?	Is there at least one large rubber object positioned in front of the sphere?	yes	no	yes	no	yes	no	yes	no	yes
replace_object	change_background	replaced green cube with purple cylinder	changed background to purple	What is the total number of small objects?	What is the total number of large objects?	How many small objects can be found in the scene?	1	2	1	0	3	0	1	2	1
remove_object	apply_chromatic_aberration	removed yellow sphere	applied chromatic aberration filter (strength: 3.06)	How many objects are in the scene?	Are there fewer than 4 objects?	How many objects are in the scene in total?	4	no	4	3	yes	3	4	no	4
add_object	change_lighting	added yellow rubber cube	changed lighting to dramatic	How many objects are in the scene?	Are there more than 6 objects?	How many objects are in the scene right now?	6	no	6	7	yes	7	6	no	6
change_shape	apply_blur	changed purple cylinder to sphere	applied blur filter (strength: 11.73)	Are there any purple spheres?	Are there any purple cylinders?	Are there any purple spheres visible in this scene?	no	yes	no	yes	no	yes	no	yes	no
change_material	change_lighting	changed cyan cylinder from metal to rubber	changed lighting to dramatic	How many metal objects are there?	How many rubber objects are there?	What is the total number of metal objects?	3	0	3	2	1	2	3	0	3
change_shape	apply_vignette	changed purple cube to sphere	applied vignette filter (strength: 3.43)	What is the total number of objects that are either large or cube?	What is the total number of objects that are either large or sphere?	What is the count of objects that are either large or cube?	2	3	2	1	4	1	2	3	2
relational_flip	add_noise	moved red sphere from left of green cylinder to right	added medium noise (min: light)	Is there a small metal object in front of the sphere?	Is there a small metal object behind the sphere?	Are there any small metal objects positioned in front of the sphere?	no	yes	yes	yes	no	yes	no	yes	yes
relational_flip	change_background	moved brown cylinder from right of gray sphere to left	changed background to orange	Is there a small metal object behind the sphere?	Is there a small metal object in front of the sphere?	Is there at least one small metal object behind the sphere?	yes	no	yes	no	yes	no	yes	no	yes
change_position	add_noise	moved yellow cube from (0.9,-1.6) to (-0.3,1.2)	added heavy noise (min: light)	Is there a small metal object behind the cylinder?	Is there a small metal object in front of the cylinder?	Is there at least one small metal object behind the cylinder?	no	yes	no	yes	no	yes	no	yes	no
change_color	change_background	changed green sphere to yellow	changed background to blue	How many large green objects are there?	How many large yellow objects are there?	How many large green objects can be found in the scene?	1	0	1	0	1	0	1	0	1
change_size	apply_blur	changed purple cube from small to large	applied blur filter (strength: 11.68)	What is the total number of small objects?	What is the total number of large objects?	What is the count of small objects in the scene?	2	4	6	1	5	6	2	4	6
add_object	change_background	added red metal cube	changed background to blue	How many objects are in the scene?	Are there more than 3 objects?	What is the count of objects in the scene?	3	no	3	4	yes	4	3	no	3
change_size	apply_vignette	changed blue sphere from small to large	applied vignette filter (strength: 4.00)	How many small blue objects are there?	How many large blue objects are there?	What is the count of small blue objects in the scene?	1	0	6	0	1	6	1	0	6
add_object	add_noise	added cyan metal sphere	added heavy noise (min: light)	How many objects are in the scene?	Are there more than 6 objects?	How many objects are in the scene right now?	6	no	6	7	yes	7	6	no	6
change_color	change_background	changed brown sphere to purple	changed background to purple	Are there any brown spheres?	Are there any purple spheres?	Is there at least one brown sphere in the scene?	yes	no	yes	no	yes	no	yes	no	yes
replace_object	apply_blur	replaced cyan cylinder with red sphere	applied blur filter (strength: 12.48)	How many red objects are there?	How many cyan objects are there?	What is the count of red objects in the scene?	2	1	6	3	0	6	2	1	6
change_color	change_lighting	changed brown sphere to purple	changed lighting to dim	How many objects are either brown or cube?	How many objects are either purple or cube?	What is the total number of objects that are brown or cube?	5	2	0	4	3	0	5	2	0
remove_object	apply_blur	removed blue cylinder	applied blur filter (strength: 10.96)	Does the scene contain an equal number of blue objects and yellow objects?	Does the scene contain an equal number of blue objects and red objects?	Is it true that the scene contains an equal number of blue objects and yellow objects?	yes	no	yes	no	yes	no	yes	no	yes
replace_object	change_lighting	replaced yellow cube with purple cylinder	changed lighting to dramatic	How many yellow objects are there?	How many purple objects are there?	What is the count of yellow objects?	1	0	4	0	1	4	1	0	4
relational_flip	apply_vignette	moved green cube from right of green cylinder to left	applied vignette filter (strength: 3.49)	Is there a green object behind the cube?	Is there a green object in front of the cube?	Is there at least one green object positioned behind the cube?	no	yes	no	yes	no	yes	no	yes	no
relational_flip	add_noise	moved yellow cube from right of cyan cylinder to left	added medium noise (min: light)	Is there a yellow object in front of the cylinder?	Is there a yellow object behind the cylinder?	Is there at least one yellow object positioned in front of the cylinder?	no	yes	no	yes	no	yes	no	yes	no
change_shape	add_noise	changed blue cylinder to cube	added heavy noise (min: light)	Is there a rubber cylinder?	Is there a rubber cube?	Is there at least one rubber cylinder in the scene?	yes	no	yes	no	yes	no	yes	no	yes
relational_flip	apply_vignette	moved green cube from right of yellow sphere to left	applied vignette filter (strength: 3.47)	Is there a large metal object right of the sphere?	Is there a large metal object left of the sphere?	Are there any large metal objects positioned right of the sphere?	yes	no	yes	no	yes	yes	yes	no	yes
change_shape	change_background	changed gray cube to sphere	changed background to green	How many objects are either purple or cube?	How many objects are either purple or sphere?	How many objects in the scene are either purple or cube?	2	4	2	1	5	1	2	4	2
replace_object	change_lighting	replaced gray sphere with yellow cylinder	changed lighting to bright	How many large gray objects are there?	How many large yellow objects are there?	How many large gray objects can be found in the scene?	1	0	1	0	1	0	1	0	1
add_object	add_noise	added cyan rubber cylinder	added medium noise (min: light)	Does the scene contain an equal number of purple objects and cyan objects?	Does the scene contain an equal number of blue objects and cyan objects?	Is it true that the scene contains an equal number of purple objects and cyan objects?	yes	no	yes	no	yes	no	yes	no	yes
change_shape	change_lighting	changed gray cylinder to cube	changed lighting to dim	Is the number of yellow objects equal to the number of cylinders?	Is the number of red objects equal to the number of cylinders?	Is the number of cylinders equal to the number of yellow objects?	yes	no	yes	no	yes	no	yes	no	yes
swap_attribute	change_lighting	swapped colors between purple cube and green cube	changed lighting to dramatic	Is the purple cube matte or shiny?	Is the green cube matte or shiny?	Is the purple cube a matte or shiny object?	matte	shiny	matte	shiny	matte	shiny	matte	shiny	matte
change_shape	apply_vignette	changed purple cylinder to cube	applied vignette filter (strength: 3.32)	What is the total number of objects that are either large or cube?	What is the total number of objects that are either large or cylinder?	What is the count of objects that are either large or cube?	2	3	2	3	2	3	2	3	2

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Anon Counterfactual Dataset

Dataset repo: https://huggingface.co/datasets/dataset-author-404/Anon-CounterFactual-Dataset

Synthetic CLEVR-style 3D scenes with original, semantic counterfactual, and negative (artifact) PNG renders, plus VQA-style questions, difficulties, and a 3×3 answer matrix. Built from the MMB counterfactual pipeline run folder dataset_720p_v2 (see build_hub_dataset.py in this repo snapshot).

This revision replaces the previous Hub layout (legacy imagefolder / output/... tree) with a single train split stored as Parquet for datasets 4.x.

Load

from datasets import load_dataset

ds = load_dataset(
    "dataset-author-404/Anon-CounterFactual-Dataset",
    split="train",
)

Schema

Images: original_image, semantic_counterfactual_image, negative_counterfactual_image
Strings: counterfactual types and descriptions; original_question, semantic_counterfactual_question_1, negative_counterfactual_question_1; difficulty fields; nine *_answer_* columns (each image answered against each question), matching the wide CSV from the generator.

Reproduce / refresh from local files

pip install -r requirements.txt
Set HF_TOKEN to a write token.
From this directory:

python build_hub_dataset.py `
  --data-dir "path\to\MMB-Counterfactual-Image-Generation-Tool\output\dataset_720p_v2" `
  --repo-id dataset-author-404/Anon-CounterFactual-Dataset `
  --clear-remote `
  --upload-aux

--clear-remote removes prior top-level files/folders on the Hub (for example output/, old data/) before uploading new shards.
--upload-aux refreshes this README, .gitattributes, requirements.txt, and build_hub_dataset.py on the Hub.

Source layout (input folder)

Path	Description
`image_mapping_with_questions_full.csv`	One row per scene (preferred)
`image_mapping_with_questions_800.csv`	Used if the full CSV is missing
`images/*.png`	Filenames referenced by the CSV

License

MIT

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