Datasets:

weijiezz

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mmbench_en_dev_split_test

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What is the name of this river

nan

B

Pearl River

Huangpu River

Yangtze River

Huanghe River

celebrity_recognition

https://img0.baidu.com/it/u=69631095,1079062567&fm=253&fmt=auto&app=138&f=JPEG?w=875&h=500

finegrained_perception (instance-level)

7.png

dev

What can be the relationship between the two persons in this image?

nan

C

Lovers

Brothers

Father and son

Grandfather and grandson

social_relation

relation_reasoning

nan

dev

What is the name of this city?

nan

A

Hong Kong

London

Singapore

Shanghai

celebrity_recognition

https://img1.baidu.com/it/u=4054486737,2232201273&fm=253&fmt=auto&app=138&f=JPEG?w=600&h=400

finegrained_perception (instance-level)

22.png

dev

what landmark is this? and where is it?

nan

C

Blue Domed Church in Santorini, Greece

The Statue of Liberty in New York, USA

The Eiffel Tower in Paris, France

St. Basil’s Cathedral in Moscow, Russia

celebrity_recognition

finegrained_perception (instance-level)

nan

dev

What direction is China in Mongolia?

nan

D

west

north

east

south

spatial_relationship

https://www.google.com/maps/@44.3563054,26.1089918,4z?entry=ttu

finegrained_perception (cross-instance)

nan

dev

What is the name of the place shown?

nan

C

Connecticut

Vermont

New Hampshire

Alabama

object_localization

scienceqa

finegrained_perception (instance-level)

nan

dev

What's the function of the demonstrated object?

nan

B

Maintaining the aircrafts

Transportation of people and cargo.

Providing food and drinks.

Ensuring safety

function_reasoning

COCO train2014

attribute_reasoning

1.png

dev

Which one is the correct caption of this image?

nan

A

A small cat is sitting on the wooden beam.

The skaters are trying their tricks on the abandoned street.

An oven sitting on the concrete outside of a building.

A person is skiing down a snowy mountain.

image_scene

description

coarse_perception

nan

dev

What is correct Python code to generate the content of the image?

nan

C

fruits = ["apple", "banana", "cherry"]\nfor x in fruits:\n print(x)

x = min(5, 10, 25)\ny = max(5, 10, 25)\n\nprint(x)\nprint(y)

a = 33\nb = 200\nif b > a:\n print("b is greater than a")

class Person:\n def __init__(self, name, age):\n self.name = name\n self.age = age\n\np1 = Person("John", 36)\n\nprint(p1.name)\nprint(p1.age)

structuralized_imagetext_understanding

code

logic_reasoning

nan

dev

Can you identify the season in which the picture was taken?

nan

D

spring

summer

fall

winter

image_scene

coarse_perception

nan

dev

What is the object in this picture?

nan

A

quilt

Bed sheet

pillow

electric blanket

celebrity_recognition

Internet

finegrained_perception (instance-level)

dev

What's the profession of the people in this picture?

nan

C

florist

lawyer

magician

financial analyst

identity_reasoning

attribute_reasoning

nan

dev

What emotion is portrayed in this image?

nan

C

happiness

sadness

anger

love

image_emotion

Internet

coarse_perception

nan

dev

What kind of human behavior does this picture describe?

nan

B

A family is having a barbecue in their backyard, grilling burgers and hot dogs and enjoying a warm summer day together.

This is a family of four taking a photo, with their names on their foreheads and happy smiles on their faces

A man is practicing meditation in a park, sitting cross-legged and focusing on his breathing and inner thoughts.

A musician is playing a piano in a concert hall, fingers gliding across the keys as he performs a classical piece.

action_recognition

https://www.zhihu.com/question/36417524

finegrained_perception (cross-instance)

nan

dev

Which category does this image belong to?

nan

C

digital art

photo

oil painting

sketch

image_style

https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcTeKFjsOvL3Px0B6cHAO0wCn4a5OvNW_DyfTg&usqp=CAU

coarse_perception

nan

dev

what style is depicted in this image?

nan

A

post-Impressionism

modernism

dadaism

impressionism

image_style

coarse_perception

nan

dev

What's the function of the demonstrated object?

nan

D

Observe the interstellar

Military defense

Recognize the direction

Look into the distance

function_reasoning

https://www.bing.com/images/search?view=detailV2&ccid=q6nfmVvT&id=5818B3AB81365681C4AB0060EB8E8F5B4E711BF1&thid=OIP.q6nfmVvTVysR98UOE52LpAHaHa&mediaurl=https%3A%2F%2Fimg.zcool.cn%2Fcommunity%2F01de405be8ea6fa80121ab5dde0e76.jpg%401280w_1l_2o_100sh.jpg&exph=1280&expw=1280&q=%e6%9c%9b%e8%bf%9c%e9%95%9c&simid=608054098435456055&form=IRPRST&ck=B1DFF333C66454490520EF2700D034DE&selectedindex=1&ajaxhist=0&ajaxserp=0&vt=0&sim=11

attribute_reasoning

nan

dev

What direction is Chile in Argentina?

nan

B

south

west

north

east

spatial_relationship

https://www.google.com/maps/@44.3563054,26.1089918,4z?entry=ttu

finegrained_perception (cross-instance)

nan

dev

Where is it located?

nan

C

Canton

Beijing

Xi'an

Chengdu

celebrity_recognition

https://img1.baidu.com/it/u=406353686,381926990&fm=253&fmt=auto&app=138&f=JPEG?w=750&h=500

finegrained_perception (instance-level)

4.png

dev

How many computer monitors are in this picture?

nan

D

eight

one

three

four

object_localization

COCO_test2015

finegrained_perception (instance-level)

000000000509.jpg

dev

Where is the sheep?

nan

D

The sheep is on the right of the car

The sheep is on the left of the car

The sheep is behind the car

The sheep is in the front of the car

physical_relation

COCO train2014

relation_reasoning

8.png

dev

The object shown in this figure:

nan

B

Is used to make many types of fertilizers

Is a highly corrosive liquid

Has a boiling point of 337°C

None of these options are correct.

physical_property_reasoning

https://img0.baidu.com/it/u=3181099851,3965974851&fm=253&fmt=auto&app=138&f=JPEG?w=500&h=528

attribute_reasoning

nan

dev

What is the relationship between the people in the image?

nan

C

family

couple

friends

commercial

social_relation

PISC

relation_reasoning

19713.jpg

dev

There are two physical models in the picture, are the two square sliders the same size?

nan

C

Can't judge

same

Not the same

nan

attribute_comparison

https://www.bing.com/images/search?view=detailV2&ccid=YlwuK4Vu&id=2EB13C4E66C1334DBB1A4780414DA4DB901BFB83&thid=OIP.YlwuK4Vuu5njyhuYA2LYJgHaDC&mediaurl=https%3A%2F%2Fimg.mianfeiwendang.com%2Fpic%2F5c4b011fbf078559d1534e83675a68913c1d42bd%2F1-634-png_6_0_0_106_360_279_114_892.979_1262.879-1548-0-1329-1548.jpg&exph=634&expw=1548&q=%e4%b8%a4%e4%b8%aa%e7%89%a9%e4%bd%93%e5%af%b9%e6%af%94%e5%9b%be&simid=608009301919877780&form=IRPRST&ck=DA530DF1EBD41ED0EA23AA1B5E6E771C&selectedindex=85&ajaxhist=0&ajaxserp=0&vt=0&sim=11

finegrained_perception (cross-instance)

nan

dev

Complete the text to describe the diagram. Solute particles moved in both directions across the permeable membrane. But more solute particles moved across the membrane (). When there was an equal concentration on both sides, the particles reached equilibrium.

The diagram below shows a solution with one solute. Each solute particle is represented by a yellow ball. The solution fills a closed container that is divided in half by a membrane. The membrane, represented by a dotted line, is permeable to the solute particles. The diagram shows how the solution can change over time during the process of diffusion.

A

to the right than to the left

to the left than to the right

nan

nan

physical_property_reasoning

scienceqa

attribute_reasoning

nan

dev

What's the profession of the people in this picture?

nan

A

writer

pianist

photographer

dancer

identity_reasoning

attribute_reasoning

nan

dev

Based on the image, what activity can be inferred that the man is engaging in?

nan

D

The man is playing soccer in a park.

The man is flying a kite in a grass field.

The man is practicing yoga in a park.

The man is playing a casual game of catch with a frisbee.

image_topic

reasoning

coarse_perception

nan

dev

where is the bike?

nan

C

bottom-left

bottom-right

top-right

top-left

object_localization

finegrained_perception (instance-level)

nan

dev

Which of the following captions best describes this image?

nan

C

A person playing a piano in a studio

A person playing a guitar on a stage

A group of people dancing at a party

A singer performing on a microphone

image_scene

coarse_perception

nan

dev

What kind of human behavior does this picture describe?

nan

C

A musician is busking on a street corner, playing guitar or singing for passersby and earning tips from appreciative listeners.

A woman is practicing ballet at a dance studio, leaping and twirling with grace and precision while wearing a tutu and ballet slippers.

A little boy was covered in dirt, and he cried out happily with open arms.

A fashion designer is creating haute couture dresses in a studio, draping fabric and sewing intricate details by hand.

action_recognition

https://www.zhihu.com/question/36417524

finegrained_perception (cross-instance)

nan

dev

Which of the following statements match the image?

nan

C

A yellow triangle is below a red rectangle.

A cross is above a cyan shape.

A rectangle is above a cyan shape.

A cyan rectangle is below a red shape.

attribute_comparison

shapeworld

finegrained_perception (cross-instance)

world-74.png

dev

Where is it located?

nan

C

Shanghai

Singapore

New York

Hong Kong

celebrity_recognition

https://img1.baidu.com/it/u=3237536936,791921143&fm=253&fmt=auto&app=138&f=JPEG?w=500&h=755

finegrained_perception (instance-level)

28.png

dev

What can be the relationship between the two persons in this image?

nan

B

Brother and sister

Husband and wife

Father and daughter

Mother and son

social_relation

relation_reasoning

nan

dev

What can be the relationship between the two persons in this image?

nan

C

Mother and son

Brother and sister

Husband and wife

Father and daughter

social_relation

relation_reasoning

nan

dev

Which term matches the picture?

Read the text. Heat transfer can occur in different ways. Two common ways are through conduction and convection. Conduction occurs when molecules from one object collide with molecules from another object. Burning your hand by touching a hot car door on a sunny summer day is an example of conduction. Convection is another form of heat transfer. When a liquid or gas is heated, the heated matter rises upward, away from the heat source. Hot bubbles rising in a pot of water boiling on a stove is an example of convection.

A

convection

conduction

nan

nan

object_localization

scienceqa

finegrained_perception (instance-level)

nan

dev

Based on the image, what are the benefits of the family flying a kite on a cloudy day?

nan

C

The family can learn about different cloud formations.

The family can strengthen their bond by watching a movie indoors.

Engaging in this activity allows the family to spend quality time together and create memorable experiences.

The family can improve their math skills while flying a kite.

function_reasoning

reasoning

attribute_reasoning

nan

dev

What's the function of the demonstrated object?

nan

C

Look into the distance

Observe the interstellar

Military defense

Recognize the direction

function_reasoning

https://www.bing.com/images/search?view=detailV2&ccid=Ye%2b%2bKDFT&id=4A9AB55A0EA88DC88FFEC2471AF6B1C84358995D&thid=OIP.Ye--KDFTHA5gnOCg_jP2PwHaE5&mediaurl=https%3a%2f%2frs1.huanqiucdn.cn%2fdp%2fapi%2fimages%2fimageDir%2fa5429345e31435b42313fcfa9e08a6bbu5.jpg&exph=1042&expw=1574&q=%e5%9d%a6%e5%85%8b&simid=607999633958982401&FORM=IRPRST&ck=20C7907F60B1C36F9DC69B25B8B5E467&selectedIndex=2&ajaxhist=0&ajaxserp=0

attribute_reasoning

nan

dev

The volume of which object can be calculated using the formula in the figure?

nan

B

Cuboid.

Cylinder.

Cone.

Sphere.

ocr

finegrained_perception (instance-level)

nan

dev

What's the function of the demonstrated object?

nan

B

Water purification

Boiling water

Cut vegetables

stir

function_reasoning

https://www.bing.com/images/search?view=detailV2&ccid=VVCJ2nRT&id=31F49F8101A794C21A0FA696431473E94BCA5538&thid=OIP.VVCJ2nRTQ5kIbozfnTwxbAHaHS&mediaurl=https%3a%2f%2fth.bing.com%2fth%2fid%2fR.555089da74534399086e8cdf9d3c316c%3frik%3dOFXKS%252blzFEOWpg%26riu%3dhttp%253a%252f%252fimg1.gtimg.com%252fhn%252fpics%252fhv1%252f129%252f188%252f1472%252f95764869.jpg%26ehk%3dAlkFyOUbHXhKfaXqqj%252fhZD0ks3AFTzgB79KyBLtE80w%253d%26risl%3d%26pid%3dImgRaw%26r%3d0&exph=590&expw=600&q=%e7%83%a7%e6%b0%b4&simid=608040904295923982&FORM=IRPRST&ck=B91F87D7DDF16F05F03AB2ABE81A8874&selectedIndex=0&ajaxhist=0&ajaxserp=0

attribute_reasoning

nan

dev

What can be the relationship between the two persons in this image?

nan

B

Father and daughter

Mother and son

Brother and sister

Husband and wife

social_relation

relation_reasoning

nan

dev

What's the profession of the people on the left?

nan

B

fireman

hairdresser

doctor

farmer

identity_reasoning

attribute_reasoning

nan

dev

What can be the relationship of these people in this image?

nan

C

Classmates

Brothers and sisters

Colleagues

Lovers

social_relation

relation_reasoning

nan

dev

Which mood does this image convey?

nan

B

Angry

Sad

Cozy

Happy

image_emotion

coarse_perception

nan

dev

Where is the strawberry cake?

nan

D

top-left

bottom-left

bottom-right

top-right

object_localization

finegrained_perception (instance-level)

nan

dev

Where is the giraffe located in the picture?

nan

B

bottom

left

right

top

object_localization

COCO_test2015

finegrained_perception (instance-level)

000000002182.jpg

dev

What's the function of the demonstrated object?

nan

A

measurement

Bulldozing

Cutting platform

clean

function_reasoning

https://www.bing.com/images/search?view=detailV2&ccid=KufavFs7&id=9F81FA020B6D3C446B7FAAD966704CF8F2D0924C&thid=OIP.KufavFs7iYWLZqpBif9FhgHaF-&mediaurl=https%3A%2F%2Fcbu01.alicdn.com%2Fimg%2Fibank%2F2016%2F925%2F110%2F3629011529_2054706452.jpg&exph=1550&expw=1920&q=%e5%8d%b7%e5%b0%ba&simid=608042837026289346&form=IRPRST&ck=D83BFB1AAD93769A8E8E5344D9BEF721&selectedindex=1&ajaxhist=0&ajaxserp=0&vt=0&sim=11

attribute_reasoning

nan

dev

Which option describe the object relationship in the image correctly?

nan

C

The cat is in the sink.

The toilet is below the cat.

The cat is attached to the sink.

The sink is surrounding the cat.

spatial_relationship

vsr-train2017

finegrained_perception (cross-instance)

000000229740.jpg

dev

Which image is the brightest one?

nan

C

down right

upper left

upper right

down left

image_quality

koniq10k

coarse_perception

6238346062_8334314471_9538674147_3207613793_0

dev

In nature, what's the relationship between these two creatures?

nan

D

Parasitic relationships

Symbiotic relationship

Predatory relationships

Competitive relationships

nature_relation

https://th.bing.com/th/id/OIP.vSHzUvNAjee8UppmuT-C8gHaFL?w=245&h=180&c=7&r=0&o=5&dpr=1.5&pid=1.7

relation_reasoning

nan

dev

Who is the person in this image?

nan

A

Keanu Reeves

Morgan Freeman

Lionel Messi

Jay Chou

celebrity_recognition

Google

finegrained_perception (instance-level)

nan

dev

Which one is the correct caption of this image?

nan

D

A cutting board and a metal pan topped with pizza.

a brown and black ox and a white and black one and grass

A beautiful woman holding up an umbrella next to a forest.

A huge heard of sheep are all scattered together.

image_scene

description

coarse_perception

nan

dev

What is the name of the place shown?

nan

A

North Carolina

Georgia

South Carolina

Maryland

object_localization

scienceqa

finegrained_perception (instance-level)

nan

dev

Which action is performed in this image?

nan

B

cleaning pool

making tea

feeding birds

catching fish

action_recognition

action/aras

finegrained_perception (cross-instance)

aras_clips/making_tea/ssdlI_lRH3k_0.mp4

dev

How many computer monitors are in this picture?

nan

B

three

four

eight

one

object_localization

COCO_test2015

finegrained_perception (instance-level)

000000000509.jpg

dev

what is the color of this object?

nan

C

yellow

green

red

blue

attribute_recognition

https://media.baamboozle.com/uploads/images/125657/1601259657_102416

finegrained_perception (instance-level)

nan

dev

What direction is Turjmenistan in Kyrgyzstan?

nan

B

south

west

north

east

spatial_relationship

https://www.google.com/maps/@44.3563054,26.1089918,4z?entry=ttu

finegrained_perception (cross-instance)

nan

dev

What's the profession of the people in this picture?

nan

C

policeman

mason

postman

pilot

identity_reasoning

attribute_reasoning

nan

dev

Which one is the correct caption of this image?

nan

A

A wooden table with a white plate of fresh fruit sitting on it.

Three wild goats playing on a rocky mountainside.

A standing toilet sitting inside of a stone and cement room.

Two skate boarders and one of them mid-jump.

image_topic

description

coarse_perception

nan

dev

What's the function of the demonstrated object?

nan

A

Separatist

Clamping

drill

incise

function_reasoning

https://www.bing.com/images/search?view=detailV2&ccid=Fmc4baLM&id=0DE893D79A5F6A0AD537E743BB55836E8A0BBC7F&thid=OIP.Fmc4baLMS-NNNelTgOrZWwHaHa&mediaurl=https%3a%2f%2f52gongju.net%2fwp-content%2fuploads%2f2020%2f03%2f15-1-2.jpg&exph=500&expw=500&q=%e9%94%af%e5%ad%90&simid=608029479712028204&FORM=IRPRST&ck=7A7952690ABF6CDFBA761AA8DDE1AF87&selectedIndex=3&ajaxhist=0&ajaxserp=0

attribute_reasoning

nan

dev

Which mood does this image convey?

nan

A

Sad

Anxious

Happy

Angry

image_emotion

coarse_perception

nan

dev

What will happen next?

nan

C

the man is gonna get up

the man is gonna walk back

the man is gonna fall

both A,B, and C

future_prediction

https://www.youtube.com/watch?v=w6urQm7Prs44

logic_reasoning

nan

dev

What is the relationship between the people in the image?

nan

C

commercial

professional

friends

family

social_relation

PISC

relation_reasoning

00278.jpg

dev

What can be the relationship of these people in this image?

nan

B

Brothers and sisters

Colleagues

Lovers

Classmates

social_relation

relation_reasoning

nan

dev

There is a big metallic thing left of the tiny green object; what is its shape?

nan

C

cylinder

cube

sphere

nan

attribute_recognition

Clevr

finegrained_perception (instance-level)

CLEVR_val_000002.png

dev