Datasets:

MMComposition
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MMComposition

filename stringlengths 9 9	question stringlengths 25 220	options stringlengths 23 723	answer stringclasses 16 values	level stringclasses 4 values	class stringclasses 13 values	org_dataset stringclasses 15 values	number_of_answers stringclasses 2 values
00001.jpg	The motorcycle is _____ the truck. (Choose the most appropriate option)	{"A": "behind", "B": "in front of", "C": "against", "D": "toward"}	B	easy	Relation Reasoning	vsr	one
00002.jpg	The bench is _____ the bed. (Choose the most appropriate option)	{"A": "beside", "B": "detached from", "C": "attached to", "D": "has as a part"}	A	medium	Relation Reasoning	vsr	one
00004.jpg	The potted plant is _____ the fire hydrant. (Choose the most appropriate option)	{"A": "behind", "B": "left of", "C": "in front of", "D": "at the edge of"}	A	hard	Relation Reasoning	vsr	one
00005.jpg	The cat is _____ the vase. (Choose the most appropriate option)	{"A": "above", "B": "off", "C": "beyond", "D": "inside"}	D	superhard	Relation Reasoning	vsr	one
00010.jpg	The truck is _____ the elephant. (Choose the most appropriate option)	{"A": "below", "B": "out of", "C": "enclosed by", "D": "in front of"}	A	hard	Relation Reasoning	vsr	one
00015.jpg	The cat is _____ the toilet. (Choose the most appropriate option)	{"A": "facing away from", "B": "part of", "C": "on", "D": "ahead of"}	A	superhard	Relation Reasoning	vsr	one
00016.jpg	The truck is _____ the couch. (Choose the most appropriate option)	{"A": "with", "B": "under", "C": "in front of", "D": "at the left side of"}	B	medium	Relation Reasoning	vsr	one
00023.jpg	The car _____ the bed. (Choose the most appropriate option)	{"A": "perpendicular to", "B": "has as a part", "C": "down from", "D": "enclosed by"}	B	medium	Relation Reasoning	vsr	one
00025.jpg	The zebra is _____ the truck. (Choose the most appropriate option)	{"A": "at the back of", "B": "connected to", "C": "behind", "D": "left of"}	A	easy	Relation Reasoning	vsr	one
00029.jpg	The horse is _____ the truck. (Choose the most appropriate option)	{"A": "at the back of", "B": "at the side of", "C": "on top of", "D": "opposite to"}	A	hard	Relation Reasoning	vsr	one
00036.jpg	The pizza is _____ the dog. (Choose the most appropriate option)	{"A": "at the left side of", "B": "alongside", "C": "on", "D": "parallel to"}	A	medium	Relation Reasoning	vsr	one
00037.jpg	The cat is _____ the umbrella. (Choose the most appropriate option)	{"A": "at the edge of", "B": "left of", "C": "beyond", "D": "attached to"}	A	easy	Relation Reasoning	vsr	one
00043.jpg	The person is _____ the giraffe. (Choose the most appropriate option)	{"A": "over", "B": "inside", "C": "above", "D": "adjacent to"}	C	superhard	Relation Reasoning	vsr	one
00046.jpg	The keyboard is _____ the apple. (Choose the most appropriate option)	{"A": "at the right side of", "B": "through", "C": "below", "D": "against"}	A	medium	Relation Reasoning	vsr	one
00049.jpg	The person is _____ the teddy bear. (Choose the most appropriate option)	{"A": "perpendicular to", "B": "beneath", "C": "far away from", "D": "touching"}	D	easy	Relation Reasoning	vsr	one
00058.jpg	The person is _____ the horse. (Choose the most appropriate option)	{"A": "through", "B": "within", "C": "against", "D": "facing away from"}	D	hard	Relation Reasoning	vsr	one
00068.jpg	The cup is _____ the cat. (Choose the most appropriate option)	{"A": "far from", "B": "alongside", "C": "at the right side of", "D": "toward"}	C	hard	Relation Reasoning	vsr	one
00070.jpg	The truck is _____ the couch. (Choose the most appropriate option)	{"A": "beneath", "B": "behind", "C": "left of", "D": "out of"}	A	medium	Relation Reasoning	vsr	one
00074.jpg	The toilet is _____ the cat. (Choose the most appropriate option)	{"A": "above", "B": "left of", "C": "on", "D": "across"}	B	medium	Relation Reasoning	vsr	one
00076.jpg	The car is _____ the cat. (Choose the most appropriate option)	{"A": "off", "B": "out of", "C": "above", "D": "alongside"}	C	hard	Relation Reasoning	vsr	one
00077.jpg	The cat is _____ the bed. (Choose the most appropriate option)	{"A": "under", "B": "at the back of", "C": "at the right side of", "D": "in the middle of"}	C	superhard	Relation Reasoning	vsr	one
00086.jpg	The oven is _____ the sandwich. (Choose the most appropriate option)	{"A": "behind", "B": "has as a part", "C": "beneath", "D": "at the right side of"}	C	hard	Relation Reasoning	vsr	one
00088.jpg	The cake is _____ the laptop. (Choose the most appropriate option)	{"A": "at", "B": "by", "C": "inside", "D": "at the right side of"}	D	superhard	Relation Reasoning	vsr	one
00090.jpg	The book is _____ the bench. (Choose the most appropriate option)	{"A": "by", "B": "at the edge of", "C": "in the middle of", "D": "below"}	B	medium	Relation Reasoning	vsr	one
00096.jpg	The person is _____ the teddy bear. (Choose the most appropriate option)	{"A": "left of", "B": "by", "C": "at", "D": "facing"}	D	medium	Relation Reasoning	vsr	one
00101.jpg	The bench is _____ the laptop. (Choose the most appropriate option)	{"A": "on", "B": "close to", "C": "beneath", "D": "on top of"}	B	hard	Relation Reasoning	vsr	one
00108.jpg	The bed is _____ the person. (Choose the most appropriate option)	{"A": "down from", "B": "through", "C": "left of", "D": "detached from"}	D	superhard	Relation Reasoning	vsr	one
00110.jpg	The umbrella is _____ the cat. (Choose the most appropriate option)	{"A": "at", "B": "with", "C": "along", "D": "touching"}	D	hard	Relation Reasoning	vsr	one
00111.jpg	The motorcycle is _____ the bird. (Choose the most appropriate option)	{"A": "away from", "B": "across", "C": "at the side of", "D": "right of"}	A	medium	Relation Reasoning	vsr	one
00117.jpg	The person is _____ the bear. (Choose the most appropriate option)	{"A": "away from", "B": "toward", "C": "facing", "D": "out of"}	C	hard	Relation Reasoning	vsr	one
00121.jpg	The person is _____ the apple. (Choose the most appropriate option)	{"A": "far from", "B": "along", "C": "beside", "D": "alongside"}	C	hard	Relation Reasoning	vsr	one
00125.jpg	The cat is _____ the potted plant. (Choose the most appropriate option)	{"A": "at the back of", "B": "left of", "C": "behind", "D": "detached from"}	B	medium	Relation Reasoning	vsr	one
00127.jpg	The suitcase is _____ the refrigerator. (Choose the most appropriate option)	{"A": "at the edge of", "B": "adjacent to", "C": "detached from", "D": "in front of"}	D	superhard	Relation Reasoning	vsr	one
00129.jpg	The bench is _____ the teddy bear. (Choose the most appropriate option)	{"A": "far from", "B": "behind", "C": "against", "D": "adjacent to"}	B	medium	Relation Reasoning	vsr	one
00134.jpg	The bird is _____ the umbrella. (Choose the most appropriate option)	{"A": "connected to", "B": "touching", "C": "over", "D": "around"}	C	medium	Relation Reasoning	vsr	one
00137.jpg	The dog is _____ the truck. (Choose the most appropriate option)	{"A": "along", "B": "alongside", "C": "off", "D": "in"}	D	hard	Relation Reasoning	vsr	one
00142.jpg	The toilet is _____ the train. (Choose the most appropriate option)	{"A": "consists of", "B": "on", "C": "under", "D": "surrounding"}	C	medium	Relation Reasoning	vsr	one
00148.jpg	The person is _____ the donut. (Choose the most appropriate option)	{"A": "behind", "B": "next to", "C": "at the edge of", "D": "close to"}	A	medium	Relation Reasoning	vsr	one
00153.jpg	The sandwich is _____ the dining table. (Choose the most appropriate option)	{"A": "touching", "B": "detached from", "C": "through", "D": "over"}	A	medium	Relation Reasoning	vsr	one
00158.jpg	The chair is _____ the horse. (Choose the most appropriate option)	{"A": "out of", "B": "enclosed by", "C": "has as a part", "D": "beneath"}	D	medium	Relation Reasoning	vsr	one
00160.jpg	The car is _____ the parking meter. (Choose the most appropriate option)	{"A": "down from", "B": "by", "C": "enclosed by", "D": "touching"}	A	hard	Relation Reasoning	vsr	one
00162.jpg	The suitcase is _____ the couch. (Choose the most appropriate option)	{"A": "far away from", "B": "parallel to", "C": "detached from", "D": "under"}	B	superhard	Relation Reasoning	vsr	one
00165.jpg	The truck _____ the couch. (Choose the most appropriate option)	{"A": "around", "B": "adjacent to", "C": "at the side of", "D": "contains"}	D	medium	Relation Reasoning	vsr	one
00171.jpg	The laptop is _____ the TV. (Choose the most appropriate option)	{"A": "left of", "B": "right of", "C": "near", "D": "ahead of"}	A	medium	Relation Reasoning	vsr	one
00180.jpg	The book is _____ the pizza. (Choose the most appropriate option)	{"A": "toward", "B": "at the left side of", "C": "opposite to", "D": "right of"}	B	medium	Relation Reasoning	vsr	one
00181.jpg	The train is _____ the clock. (Choose the most appropriate option)	{"A": "into", "B": "beneath", "C": "below", "D": "away from"}	C	hard	Relation Reasoning	vsr	one
00182.jpg	The carrot is _____ the cat. (Choose the most appropriate option)	{"A": "at the left side of", "B": "in front of", "C": "ahead of", "D": "at the side of"}	D	superhard	Relation Reasoning	vsr	one
00190.jpg	The orange is _____ the person. (Choose the most appropriate option)	{"A": "off", "B": "beneath", "C": "at", "D": "attached to"}	D	hard	Relation Reasoning	vsr	one
00193.jpg	The donut is _____ the dining table. (Choose the most appropriate option)	{"A": "opposite to", "B": "toward", "C": "away from", "D": "into"}	C	medium	Relation Reasoning	vsr	one
00194.jpg	The sheep is _____ the person. (Choose the most appropriate option)	{"A": "touching", "B": "below", "C": "in front of", "D": "beneath"}	A	superhard	Relation Reasoning	vsr	one
00199.jpg	The suitcase is _____ the book. (Choose the most appropriate option)	{"A": "facing away from", "B": "on", "C": "below", "D": "along"}	B	medium	Relation Reasoning	vsr	one
00201.jpg	The cat is _____ the carrot. (Choose the most appropriate option)	{"A": "by", "B": "right of", "C": "adjacent to", "D": "part of"}	A	hard	Relation Reasoning	vsr	one
00205.jpg	The book is _____ the bench. (Choose the most appropriate option)	{"A": "toward", "B": "right of", "C": "across from", "D": "touching"}	D	medium	Relation Reasoning	vsr	one
00213.jpg	The person is _____ the dining table. (Choose the most appropriate option)	{"A": "on", "B": "right of", "C": "at the left side of", "D": "at"}	C	hard	Relation Reasoning	vsr	one
00214.jpg	The apple is _____ the cake. (Choose the most appropriate option)	{"A": "through", "B": "under", "C": "parallel to", "D": "left of"}	B	medium	Relation Reasoning	vsr	one
00218.jpg	The keyboard is _____ the person. (Choose the most appropriate option)	{"A": "at the right side of", "B": "off", "C": "contains", "D": "touching"}	D	hard	Relation Reasoning	vsr	one
00224.jpg	The potted plant is _____ the cat. (Choose the most appropriate option)	{"A": "alongside", "B": "ahead of", "C": "at the side of", "D": "behind"}	D	medium	Relation Reasoning	vsr	one
00229.jpg	The cat is _____ the bench. (Choose the most appropriate option)	{"A": "far from", "B": "at the edge of", "C": "by", "D": "at the right side of"}	B	hard	Relation Reasoning	vsr	one
00232.jpg	The toilet is _____ the truck. (Choose the most appropriate option)	{"A": "ahead of", "B": "far away from", "C": "enclosed by", "D": "away from"}	B	medium	Relation Reasoning	vsr	one
00235.jpg	The bear is _____ the person. (Choose the most appropriate option)	{"A": "ahead of", "B": "connected to", "C": "next to", "D": "surrounding"}	D	superhard	Relation Reasoning	vsr	one
00240.jpg	The cat is _____ the chair. (Choose the most appropriate option)	{"A": "part of", "B": "beneath", "C": "against", "D": "in front of"}	D	hard	Relation Reasoning	vsr	one
00244.jpg	The couch is _____ the bed. (Choose the most appropriate option)	{"A": "ahead of", "B": "part of", "C": "attached to", "D": "far from"}	B	medium	Relation Reasoning	vsr	one
00251.jpg	The umbrella is _____ the horse. (Choose the most appropriate option)	{"A": "at the back of", "B": "below", "C": "over", "D": "within"}	B	medium	Relation Reasoning	vsr	one
00255.jpg	The hair drier is _____ the person. (Choose the most appropriate option)	{"A": "inside", "B": "alongside", "C": "right of", "D": "left of"}	D	hard	Relation Reasoning	vsr	one
00257.jpg	The refrigerator is _____ the cat. (Choose the most appropriate option)	{"A": "alongside", "B": "detached from", "C": "left of", "D": "behind"}	D	medium	Relation Reasoning	vsr	one
00261.jpg	The train _____ the chair. (Choose the most appropriate option)	{"A": "behind", "B": "at the side of", "C": "contains", "D": "ahead of"}	C	superhard	Relation Reasoning	vsr	one
00266.jpg	The chair is _____ the TV. (Choose the most appropriate option)	{"A": "over", "B": "at the left side of", "C": "next to", "D": "adjacent to"}	B	hard	Relation Reasoning	vsr	one
00272.jpg	The pizza is _____ the person. (Choose the most appropriate option)	{"A": "attached to", "B": "with", "C": "detached from", "D": "touching"}	D	medium	Relation Reasoning	vsr	one
00275.jpg	The person is _____ the dining table. (Choose the most appropriate option)	{"A": "contains", "B": "adjacent to", "C": "over", "D": "behind"}	D	hard	Relation Reasoning	vsr	one
00281.jpg	The teddy bear is _____ the bench. (Choose the most appropriate option)	{"A": "by", "B": "near", "C": "consists of", "D": "at the edge of"}	D	superhard	Relation Reasoning	vsr	one
00284.jpg	The dog is _____ the cake. (Choose the most appropriate option)	{"A": "beside", "B": "facing", "C": "into", "D": "at"}	B	medium	Relation Reasoning	vsr	one
00289.jpg	The sheep is _____ the cake. (Choose the most appropriate option)	{"A": "perpendicular to", "B": "above", "C": "in the middle of", "D": "at the edge of"}	C	medium	Relation Reasoning	vsr	one
00292.jpg	The cow is _____ the bicycle. (Choose the most appropriate option)	{"A": "at the left side of", "B": "in the middle of", "C": "far from", "D": "at the side of"}	C	hard	Relation Reasoning	vsr	one
00297.jpg	The orange is _____ the dining table. (Choose the most appropriate option)	{"A": "detached from", "B": "touching", "C": "behind", "D": "adjacent to"}	B	medium	Relation Reasoning	vsr	one
00299.jpg	The bottle is _____ the wine glass. (Choose the most appropriate option)	{"A": "at the left side of", "B": "surrounding", "C": "against", "D": "at the right side of"}	D	hard	Relation Reasoning	vsr	one
00303.jpg	The umbrella is _____ the cat. (Choose the most appropriate option)	{"A": "parallel to", "B": "touching", "C": "left of", "D": "through"}	B	medium	Relation Reasoning	vsr	one
00306.jpg	The cat is _____ the couch. (Choose the most appropriate option)	{"A": "beside", "B": "touching", "C": "adjacent to", "D": "part of"}	B	hard	Relation Reasoning	vsr	one
00313.jpg	The person is _____ the sheep. (Choose the most appropriate option)	{"A": "alongside", "B": "part of", "C": "adjacent to", "D": "at the back of"}	A	hard	Relation Reasoning	vsr	one
00314.jpg	The teddy bear is _____ the book. (Choose the most appropriate option)	{"A": "beside", "B": "far away from", "C": "behind", "D": "contains"}	C	superhard	Relation Reasoning	vsr	one
00320.jpg	The cake is _____ the laptop. (Choose the most appropriate option)	{"A": "beneath", "B": "by", "C": "below", "D": "at the right side of"}	D	hard	Relation Reasoning	vsr	one
00324.jpg	The motorcycle is _____ the fire hydrant. (Choose the most appropriate option)	{"A": "in", "B": "across from", "C": "on", "D": "far away from"}	D	hard	Relation Reasoning	vsr	one
00327.jpg	The bicycle is _____ the dining table. (Choose the most appropriate option)	{"A": "in", "B": "around", "C": "detached from", "D": "beside"}	D	hard	Relation Reasoning	vsr	one
00332.jpg	The cat is _____ the teddy bear. (Choose the most appropriate option)	{"A": "surrounding", "B": "into", "C": "within", "D": "behind"}	A	hard	Relation Reasoning	vsr	one
00335.jpg	The vase is _____ the dog. (Choose the most appropriate option)	{"A": "out of", "B": "enclosed by", "C": "beside", "D": "left of"}	D	superhard	Relation Reasoning	vsr	one
00340.jpg	The cell phone is _____ the person. (Choose the most appropriate option)	{"A": "in the middle of", "B": "within", "C": "beside", "D": "facing"}	D	hard	Relation Reasoning	vsr	one
00345.jpg	The truck is _____ the cat. (Choose the most appropriate option)	{"A": "behind", "B": "on", "C": "enclosed by", "D": "beneath"}	D	hard	Relation Reasoning	vsr	one
00348.jpg	The surfboard is _____ the bed. (Choose the most appropriate option)	{"A": "at the side of", "B": "into", "C": "left of", "D": "far away from"}	C	hard	Relation Reasoning	vsr	one
00351.jpg	The umbrella is _____ the bed. (Choose the most appropriate option)	{"A": "opposite to", "B": "close to", "C": "in front of", "D": "below"}	A	superhard	Relation Reasoning	vsr	one
00355.jpg	The truck is _____ the boat. (Choose the most appropriate option)	{"A": "in front of", "B": "with", "C": "touching", "D": "beneath"}	A	hard	Relation Reasoning	vsr	one
00360.jpg	The apple is _____ the banana. (Choose the most appropriate option)	{"A": "at the side of", "B": "near", "C": "has as a part", "D": "behind"}	D	superhard	Relation Reasoning	vsr	one
00362.jpg	The cat is _____ the motorcycle. (Choose the most appropriate option)	{"A": "across from", "B": "outside", "C": "at the back of", "D": "at the left side of"}	C	hard	Relation Reasoning	vsr	one
00366.jpg	The person is _____ the toilet. (Choose the most appropriate option)	{"A": "under", "B": "on top of", "C": "connected to", "D": "within"}	B	hard	Relation Reasoning	vsr	one
00370.jpg	The sheep is _____ the truck. (Choose the most appropriate option)	{"A": "across from", "B": "within", "C": "close to", "D": "alongside"}	C	hard	Relation Reasoning	vsr	one
00374.jpg	The cat is _____ the toilet. (Choose the most appropriate option)	{"A": "contains", "B": "beside", "C": "at the right side of", "D": "at the side of"}	C	superhard	Relation Reasoning	vsr	one
00377.jpg	The cat is _____ the backpack. (Choose the most appropriate option)	{"A": "far from", "B": "facing", "C": "has as a part", "D": "far away from"}	B	hard	Relation Reasoning	vsr	one
00384.jpg	The potted plant is _____ the cat. (Choose the most appropriate option)	{"A": "beneath", "B": "on top of", "C": "above", "D": "away from"}	D	superhard	Relation Reasoning	vsr	one
00386.jpg	The person is _____ the donut. (Choose the most appropriate option)	{"A": "across from", "B": "alongside", "C": "through", "D": "behind"}	D	hard	Relation Reasoning	vsr	one
00392.jpg	The elephant is _____ the person. (Choose the most appropriate option)	{"A": "at", "B": "under", "C": "in", "D": "on"}	B	hard	Relation Reasoning	vsr	one
00396.jpg	The truck is _____ the dog. (Choose the most appropriate option)	{"A": "behind", "B": "detached from", "C": "at", "D": "under"}	D	hard	Relation Reasoning	vsr	one
00400.jpg	The wine glass is _____ the sandwich. (Choose the most appropriate option)	{"A": "left of", "B": "in the middle of", "C": "far from", "D": "behind"}	D	hard	Relation Reasoning	vsr	one

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MMComposition

MMComposition is a benchmark for evaluating the compositional understanding of vision-language models. Each example pairs an image with a multiple-choice question probing a specific compositional capability.

Splits

Split	# Examples	Answers
`validation`	1,100	provided
`test`	3,022	withheld (empty string)

The validation split is a proportionally-stratified subset (across class and level) with answers released for local evaluation. The test split has its answer field intentionally left blank.

Fields

Field	Type	Description
`filename`	string	Original image filename.
`image`	image	The question image (rendered in the viewer).
`question`	string	Question text.
`options`	string	JSON-encoded dict of answer options, e.g. `{"A": ..., "B": ...}`.
`answer`	string	Correct option key (validation only; empty for test).
`level`	string	Difficulty: `easy` / `medium` / `hard` / `superhard`.
`class`	string	Compositional capability category (13 classes).
`org_dataset`	string	Source dataset the item was drawn from.
`number_of_answers`	string	`one` or `indefinite` (multi-answer).

Usage

from datasets import load_dataset

ds = load_dataset("MMComposition/MMComposition")
print(ds)

ex = ds["validation"][0]
ex["image"].show()          # PIL image
print(ex["question"], ex["options"], ex["answer"])

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