A-OKVQA: A Benchmark for Visual Question Answering using World Knowledge
Paper • 2206.01718 • Published
question stringlengths 14 216 | answer stringlengths 0 30 | image imagewidth (px) 160 640 | reasoning_type stringclasses 1
value |
|---|---|---|---|
What is the man by the bags awaiting? | cab | commonsense | |
Where does this man eat pizza? | office | commonsense | |
What is the occupation of the person driving? | farmer | commonsense | |
How were the drivers of the cars able to park here? | airport workers | commonsense | |
How many people can ride this motorcycle at a time? | two | commonsense | |
Where would one most likely see the show advertised in the poster? | theater | commonsense | |
What mood do the cows seem to be in? | happy | commonsense | |
What type of rain is this called? | downpour | commonsense | |
What is the man putting on the bus? | bow | commonsense | |
If the cameraman were driving what do they have to do from this position? | turn right | commonsense | |
How did these frisbee throwers get to this location? | bike | commonsense | |
What animal will most likely eat this meal? | human | commonsense | |
In which country is this bus located? | uk | commonsense | |
When did the namesake of this theater die? | 2009 | commonsense | |
What animals are these? | horse | commonsense | |
What kind of cake has been served? | carrot | commonsense | |
What kind of computer is near the woman in blue? | macintosh | commonsense | |
What job do the people shown here share? | flying | commonsense | |
Who last gave force to the ball shown? | pitcher | commonsense | |
What type of gathering is this? | barbeque | commonsense | |
What song mentions the animal under the desk? | baby shark | commonsense | |
What letter appears twice in a row on the train? | b | commonsense | |
Which object is in the greatest danger? | cyclist | commonsense | |
What type of race is this? | horse racing | commonsense | |
What period of the day is depicted in the photo? | morning | commonsense | |
What is the cat growling at? | mirror | commonsense | |
What sort of building is seen behind this amusement? | financial | commonsense | |
What do these pilots hope for? | higher wages | commonsense | |
What is the name of this dog breed? | poodles | commonsense | |
Which direction is this meter pointing towards? | right | commonsense | |
Which team won this sport's championship in 2019? | washington nationals | commonsense | |
According to its nickname this city never does what? | sleeps | commonsense | |
What number comes after the number on the top of the bus? | ten | commonsense | |
One of the umbrellas is inspired by which country's flag? | usa | commonsense | |
What time of the day are people exploring the beach? | low tide | commonsense | |
How does this dog's fur feel at this time? | wet | commonsense | |
The food on the plate that is farthest away from the woman is usually attributed to what country? | italy | commonsense | |
The shade is causing the motorcyclists to turn what on? | headlights | commonsense | |
What type of contest is being held? | eating | commonsense | |
Where are these people located? | home | commonsense | |
What do people put in that black tank? | water | commonsense | |
Why is the man wearing a yellow vest? | visibility | commonsense | |
What is the man looking down at? | tennis balls | commonsense | |
Why is the bike here? | storage | commonsense | |
How was this room secured by the group using it? | rented | commonsense | |
What is the likely temperature of the lady's beverage? | hot | commonsense | |
Why are all these people here? | fighting fire | commonsense | |
What word is directly under the word Sony on the phone? | sky | commonsense | |
Why are they chasing the ball? | to kick | commonsense | |
What does he do for a living? | farming | commonsense | |
What role is being fulfilled by the kneeling gray shirted person? | catcher | commonsense | |
What will the child try to do first? | flip board | commonsense | |
What direction will the beige car travel in after the light turns green above the intersection? | straight | commonsense | |
Why are the people lined up outside the silver vehicle? | buying food | commonsense | |
What kind of transportation is this? | air | commonsense | |
This airline company is headquartered in which country? | japan | commonsense | |
What is the cat on the toilet lid staring at? | upper cat | commonsense | |
What is not unique about this animals? | four legs | commonsense | |
What are the two men looking at? | phone | commonsense | |
What is the name of the painting on the outside of the blue train? | graffiti | commonsense | |
What can people do here besides skateboarding? | swim | commonsense | |
Why is the brown object placed near the fence? | to inform | commonsense | |
What are people watching the elephant likely to use to shoot it? | camera | commonsense | |
Where is the man sitting? | dugout | commonsense | |
If the person here falls off the board what might help them retrieve their board? | leg rope | commonsense | |
The technician on the sidewalk is in the process of repairing what item next to the SUV? | parking meter | commonsense | |
What should they have worn before starting the activity? | life jacket | commonsense | |
What is the boy on the right holding? | sword | commonsense | |
What kind of item is the man very likely to be carrying in the case? | stringed instrument | commonsense | |
What is the silver vehicle by the building used for? | transport luggage | commonsense | |
What powers the boat farthest away? | motor | commonsense | |
What toy is held by more children? | teddy bear | commonsense | |
What color is the long haired man's vest? | green | commonsense | |
What base is he on his way to? | first | commonsense | |
Why is he inside the wave? | showing off | commonsense | |
What type of stand is holding up the motorcycle? | display stand | commonsense | |
Which item that is missing would help complete the home office setup? | microphone | commonsense | |
What kind of outfit is the statue dressed in? | suit | commonsense | |
At which event do these people pose? | exhibition | commonsense | |
What occupation does the person with the loaded bike beside them? | florist | commonsense | |
How did this man get to this location? | via horseback | commonsense | |
What is the purpose of the umbrellas? | sun protection | commonsense | |
The person who uses this space likes to collect what? | key chains | commonsense | |
What bathroom fixture is to the left of the towel rack? | toilet | commonsense | |
A car turning which way is a hazard to this man? | right | commonsense | |
What is he doing to the tie? | tying it | commonsense | |
What action will he take with the ball? | swing | commonsense | |
What animal produced the food on the tray? | chicken | commonsense | |
What type feet do these birds have? | webbed | commonsense | |
WHich is a chain burger restaurant sign? | mcdonalds | commonsense | |
Why is the woman touching the woman's belly? | baby moving | commonsense | |
Which bird can grind their own calcium supplements? | parrot | commonsense | |
Why is he carrying the surfboard? | no wheels | commonsense | |
What state is the computer most likely in? | starting up | commonsense | |
Which of the bowls of food is a side dish of the main meal? | bottom left | commonsense | |
These animals are known to do what? | gallop | commonsense | |
What can you check out from that van? | books | commonsense | |
The red metal marker attached to the fire hydrant is most useful during which season? | winter | commonsense | |
What type of rolls are in the wicker basket? | toilet | commonsense | |
What job does the person with the larger item on their head hold? | mascot | commonsense |
End of preview. Expand in Data Studio
This is the official AOKVQA dataset with only the train and the val split. And I dont own the copyright of the work. All copyright of this dataset belongs to the original author of the work. Uploaded here beacuse I couldn't find any suitable place to get the data at one click. Now, community members can easily access this dataset and evaluate the models.
Original Paper link: https://arxiv.org/abs/2206.01718
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