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mmcp_0027
public
cross_modal_reasoning
count_compare_threshold
coco
213744
http://images.cocodataset.org/test2017/000000213744.jpg
Are there more than 2 soccer balls visible in the image?
no
The image shows exactly two soccer balls on the field, so the count is not greater than two.
no
mmcp_0039
public
presence_quantity
presence_negative
open_images
577371bdc5f02c58
https://open-images-data…71bdc5f02c58.jpg
Are there any forks visible in the image?
no
The image shows a close-up of the food on the plate, but no cutlery is visible.
no
mmcp_0042
public
cross_modal_reasoning
leftmost_attribute
coco
29093
http://images.cocodataset.org/test2017/000000029093.jpg
What color is the leftmost surfboard?
white
The image shows a row of surfboards; the one on the far left is clearly visible and is white.
mmcp_0054
public
presence_quantity
presence_negative
coco
254686
http://images.cocodataset.org/test2017/000000254686.jpg
Is there a lemon wedge on the plate?
no
The image shows a plate with broccoli, macaroni, and scallops, but there is no lemon wedge visible.
no
mmcp_0061
public
cross_modal_reasoning
count_then_add
open_images
3b3974ff8f14ca18
https://open-images-data…74ff8f14ca18.jpg
How many ice cream cones are visible in the image? Add 2 to that count.
3
The image shows exactly one ice cream cone; adding 2 to this count results in 3.
mmcp_0063
public
cross_modal_reasoning
leftmost_attribute
open_images
daa7317a6b488e9d
https://open-images-data…317a6b488e9d.jpg
What color is the leftmost car in the background?
green
The image shows a lineup of cars in the background; the one furthest to the left is clearly green, while the others are orange and blue.
mmcp_0071
public
presence_quantity
presence_negative
coco
565425
http://images.cocodataset.org/test2017/000000565425.jpg
Is there a cloud in the sky?
no
The image shows a clear blue sky with the sun and kites, but no clouds are visible.
no
mmcp_0091
public
cross_modal_reasoning
simple_rule
coco
327503
http://images.cocodataset.org/test2017/000000327503.jpg
Count the number of ducks in the image. If the count is exactly 3, answer 1. Otherwise, answer 0.
1
The image clearly shows three ducks swimming together, so the count is 3, which maps to the answer 1 per the rule.
mmcp_0107
public
cross_modal_reasoning
simple_rule
open_images
4f83a627a86b4ef5
https://open-images-data…a627a86b4ef5.jpg
If a mailbox is locked, count it as 1. If it is unlocked, count it as 0. What is the total count of locked mailboxes in the image?
4
The image shows several mailboxes, some with padlocks and some without. Counting the visible padlocks reveals 4 locked mailboxes.
mmcp_0108
public
presence_quantity
presence_positive
coco
514783
http://images.cocodataset.org/test2017/000000514783.jpg
Is there a green hat in the image?
yes
The image clearly shows a child wearing a large green hat with white polka dots.
yes
mmcp_0111
public
presence_quantity
count_with_color
visual_genome
2391433
https://cs.stanford.edu/…0K_2/2391433.jpg
How many zebras are visible in the image?
2
The answer requires visually counting the animals present in the scene, as there is no text indicating the number of zebras.
mmcp_0112
public
cross_modal_reasoning
simple_rule
coco
521551
http://images.cocodataset.org/test2017/000000521551.jpg
If the surfer is wearing a black wetsuit, answer 1. If the surfer is wearing a white wetsuit, answer 0.
1
The image shows a surfer wearing a black wetsuit, which is required to apply the rule.
mmcp_0123
public
recognition_attributes
object_or_animal
coco
302697
http://images.cocodataset.org/test2017/000000302697.jpg
What vehicle is the person riding?
motorcycle
The image clearly shows a person performing a wheelie on a two-wheeled motorized vehicle, which is identifiable as a motorcycle.
mmcp_0124
public
cross_modal_reasoning
count_then_add
open_images
597dbb8cccfd1b7b
https://open-images-data…bb8cccfd1b7b.jpg
How many phones are visible in the image? Add 2 to that number.
3
The image contains a collage of 3 distinct views of the phone; counting them and adding 2 yields 3.
mmcp_0126
public
relations_scene
spatial_lr
open_images
66b0ca39e6c7e28a
https://open-images-data…ca39e6c7e28a.jpg
Is the tree trunk to the left of the toy car?
no
The tree trunk is clearly visible in the background on the right side of the image, while the car is positioned towards the left.
no
mmcp_0144
public
relations_scene
indoors_outdoors
coco
275156
http://images.cocodataset.org/test2017/000000275156.jpg
Is the scene indoors or outdoors?
indoors
The image shows walls, a ceiling, and interior furniture like booths and a counter, which confirms the setting is inside a building.
mmcp_0149
public
recognition_attributes
attribute_other
open_images
f755c40f0c084b3c
https://open-images-data…c40f0c084b3c.jpg
What color are the leaves?
green
The image clearly displays green leaves among the red flowers, which is a visible property not present in the text.
mmcp_0154
public
relations_scene
spatial_lr
visual_genome
2361626
https://cs.stanford.edu/…100K/2361626.jpg
Is the salad to the right of the pizza?
no
The image shows the salad is located on the left side of the plate, while the pizza is on the right.
no
mmcp_0161
public
recognition_attributes
material_simple
coco
122309
http://images.cocodataset.org/test2017/000000122309.jpg
What material is the blue toothbrush holder?
plastic
The toothbrush holder has a smooth, molded appearance and bright color characteristic of plastic, which is visible in the image.
mmcp_0172
public
cross_modal_reasoning
count_then_add
visual_genome
2408452
https://cs.stanford.edu/…0K_2/2408452.jpg
How many pieces of sandwich are on the plate? Add 2 to that number.
4
The user must visually count the two sandwich halves in the image and then perform the addition.
mmcp_0181
public
relations_scene
front_or_behind
coco
450550
http://images.cocodataset.org/test2017/000000450550.jpg
Is the bus behind the building?
no
The image clearly shows the bus is on the street in the foreground, while the building is in the background behind the bus.
no
mmcp_0193
public
cross_modal_reasoning
simple_rule
open_images
6eac6524910c32ed
https://open-images-data…6524910c32ed.jpg
If the person is wearing socks, answer 1. If the person is barefoot, answer 0.
1
The image shows the person's feet wearing grey socks, which is required to apply the rule.
mmcp_0194
public
relations_scene
spatial_support
visual_genome
2407839
https://cs.stanford.edu/…0K_2/2407839.jpg
Is the microwave above the stove?
yes
The image visually confirms that the black microwave is mounted directly over the black stove.
yes
mmcp_0218
public
cross_modal_reasoning
count_compare_threshold
coco
234961
http://images.cocodataset.org/test2017/000000234961.jpg
Are there more than 1 vehicle visible in the image?
yes
The image clearly shows a blue bus and a black car, totaling two vehicles.
yes
mmcp_0220
public
recognition_attributes
clothing_or_accessory
open_images
38e6fb3648352bf4
https://open-images-data…fb3648352bf4.jpg
What color are the swim trunks the man is wearing?
black
The image shows a man wearing black swim trunks; this visual detail is required to answer the question.
mmcp_0228
public
relations_scene
indoors_outdoors
coco
271818
http://images.cocodataset.org/test2017/000000271818.jpg
Is the scene indoors or outdoors?
outdoors
The image shows a person rollerblading on a paved road with a grassy hill in the background, which are visual cues for an outdoor setting.
mmcp_0234
public
presence_quantity
exact_count
visual_genome
2350033
https://cs.stanford.edu/…100K/2350033.jpg
How many cats are visible in the image?
1
The image shows a single grey and white cat lying on the floor behind a teddy bear.
mmcp_0241
public
presence_quantity
exact_count
visual_genome
2332145
https://cs.stanford.edu/…100K/2332145.jpg
How many cats are visible in the image?
1
The image contains a single cat sitting in a tree; counting requires visual confirmation of the animal.
mmcp_0249
public
recognition_attributes
object_or_animal
open_images
114d6b81e7b1fa08
https://open-images-data…6b81e7b1fa08.jpg
What is the boy with dark hair holding in his hand?
sword
The image clearly shows a boy holding a white training sword (iaito) in his raised hand, which is not identifiable from text alone.
mmcp_0280
public
presence_quantity
presence_positive
coco
98660
http://images.cocodataset.org/test2017/000000098660.jpg
Is there a glass of water on the table?
yes
The image clearly shows a glass filled with liquid (likely water) sitting on the table next to the mug.
yes

Cynaptics MM Benchmark

Public split: 30 multimodal VQA examples.

Category breakdown

  • cross_modal_reasoning: 11
  • presence_quantity: 8
  • relations_scene: 6
  • recognition_attributes: 5

Fields

id, split, category, subcategory, source, image_id, image_url, question, answer, rationale, target_polarity.

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