Datasets:
Dataset Viewer
query
string | answer
string | perception
int32 | search
int32 | reason
int32 | image
image |
|---|---|---|---|---|---|
What species does the plant in the picture belong to?
|
Muscadine grapes or Vitis (Muscadinia) rotundifolia or muscadine grape
| 0
| 1
| 1
| |
Where was this picture taken?
|
Yixing Yaohu Town
| 0
| 1
| 1
| |
Which brand does the liquid foundation on the far right on the storage shelf in the picture belong to?
|
KATO
| 0
| 1
| 1
| |
In which episode of the TV series does this plot appear?
|
"The Story of a Mortal Cultivating Immortality" 30 episodes
| 1
| 1
| 1
| |
What is the power of this charger?
|
10W
| 1
| 1
| 0
| |
Which brand does this apple cider vinegar belong to?
|
self-shaping or zisu
| 1
| 0
| 0
| |
Which album cover is this picture from?
|
first love or Hatsukoi
| 0
| 1
| 0
| |
What breed is the cat in the upper right corner of the picture?
|
Jin Jia Bai or golden-and-white (bicolor) cat
| 0
| 1
| 1
| |
Does this shampoo contain silicone oil?
|
There is silicone oil
| 0
| 1
| 1
| |
What species does the butterfly in the picture belong to?
|
Green swallowtail butterfly
| 1
| 0
| 0
| |
What species does the pink plant behind the street sign belong to?
|
Fendai grass
| 0
| 1
| 0
| |
What is the word formed by the letters in the cartoon part in the middle of the picture?
|
power
| 0
| 1
| 0
| |
Where is this store located in Changsha?
|
Changsha near Bo
| 1
| 1
| 1
| |
When was the fireworks show in Wuhan in the picture held?
|
The evening of September 12, 25
| 0
| 1
| 1
| |
Which architectural style or faction does this building belong to?
|
Hui style
| 0
| 1
| 1
| |
Where is this fairytale candy-like city in the picture?
|
Dalian
| 0
| 1
| 0
| |
How many dogs are there in the photo?
|
13
| 0
| 1
| 0
| |
Who is the actor on the right side of the picture?
|
Wen Shenghao or James Wen
| 0
| 0
| 1
| |
Which one is the 850 Starry Purple Blush?
|
fifth in first row
| 1
| 1
| 1
| |
In what color area is the second "GOOD" text on the car body located?
|
Purple
| 1
| 0
| 1
| |
How many people are wearing red in the picture?
|
1
| 1
| 0
| 0
| |
What species does this big tree belong to?
|
Osmanthus tree
| 0
| 1
| 1
| |
Which attraction is this?
|
Siguniang Mountain Redwood Forest
| 1
| 1
| 1
| |
Who is the character she plays in the TV series "Only Thirty"?
|
Zhao Jingyu
| 0
| 1
| 1
| |
When is the birthday of the person on the right side of the picture?
|
June 1, 1993
| 0
| 1
| 1
| |
Which plant in the picture does not cause harm?
|
Twin sunflowers
| 1
| 1
| 1
| |
How many red cars are there in the picture?
|
13
| 1
| 0
| 0
| |
How many people in the picture are wearing glasses?
|
3
| 1
| 0
| 0
| |
What is the name of the person in the picture?
|
Yang Xiaoting
| 0
| 1
| 1
| |
who is this actress
|
Yang Chaoyue
| 0
| 1
| 0
| |
Who is the voice actor of the male character with long silver hair in the picture?
|
Katsuyuki Konishi or Katsuyuki Konishi
| 0
| 1
| 0
| |
What is the name of the male character wearing black in the picture in the play?
|
Eiji Akutsu or Eishi Akutsu
| 0
| 1
| 1
| |
How many female characters are there in the picture?
|
5
| 1
| 0
| 0
| |
How many medicinal herbs appear in the lyrics of the third track in the first row?
|
16
| 1
| 1
| 1
| |
How many dishes should be on the table in the picture?
|
15
| 1
| 0
| 0
| |
Is Chen Yufan’s ex-wife on the right side of the picture wearing white clothes?
|
no
| 1
| 1
| 1
| |
What language is used in the fifth row of text in the picture? What does it mean?
|
Korean: I am Chinese
| 1
| 0
| 1
| |
What is the architectural style of the pillar in the middle of the picture called?
|
Ionic column or Ionic order
| 0
| 1
| 1
| |
Who are the three characters shown in the picture?
|
Queen Mother of the West, Nuwa, Fuxi
| 1
| 1
| 1
| |
Where did the nuclear bomb explosion recorded in this photo occur?
|
bikini coral island or Bikini Atoll or bikini atoll
| 0
| 1
| 0
| |
What is the equipment behind the two scientists in the picture?
|
Holmdel Horn Antenna or Holmdel Horn Antenna
| 1
| 1
| 0
| |
Who is depicted in this painting by Satsuki Ibuki?
|
Su Jinan
| 0
| 1
| 1
| |
What material is this flute made of?
|
Crane ulna
| 0
| 1
| 1
| |
Which anime does the girl holding a magnifying glass come from?
|
Xiaolin's Dragon Maid
| 0
| 1
| 0
| |
Who is the middle-aged man wearing glasses in the picture?
|
Ikari Yuantang or Gendo Ikari
| 0
| 1
| 0
| |
What is the name of the actress in the picture?
|
Mieko Harada or Mieko Harada
| 0
| 1
| 0
| |
What is the name of the weapon the character is carrying in the picture?
|
Buster Sword or Buster Sword
| 1
| 1
| 0
| |
What is this joint name with?
|
Luckin and Honkai Star Railway
| 0
| 1
| 1
| |
Who is the person doing the one-hand gesture in the picture?
|
Liang Zhenyuan
| 0
| 1
| 1
| |
What is the significance of this mode of operation?
|
Expand the area of mosquito repellent action
| 0
| 1
| 1
| |
Who is the character drawn on the blackboard?
|
Hatsune Miku
| 1
| 1
| 0
| |
What is this Hex called?
|
Chaos Summons
| 1
| 1
| 1
| |
Who is this person in the picture?
|
Dai Qixuan
| 0
| 1
| 1
| |
How many people are there in the picture?
|
6
| 1
| 0
| 0
| |
Which brand does the vertical item on the far left in the picture belong to, and what specific product is it?
|
cpb isolation
| 1
| 1
| 0
| |
Which option is the correct answer to this question?
|
C
| 1
| 0
| 1
| |
How many blushes are there in the picture?
|
4 pieces
| 1
| 0
| 0
| |
Where was this picture taken?
|
Under the Second Ring Road of Chengdu
| 0
| 1
| 0
| |
What is the name of this game?
|
"Beach Landing"
| 1
| 1
| 1
| |
What game are the people in the picture playing?
|
Throw sandbags
| 1
| 1
| 1
| |
What is the legal term for the second word on the right side of the picture?
|
Acquired in good faith
| 1
| 1
| 1
| |
Which row and position is Gwen in?
|
The fourth in the second row
| 1
| 1
| 1
| |
Among the characters on the chessboard, which one is not the "Star Guardian"?
|
Quisanti
| 0
| 1
| 1
| |
What is the name of the second piece of equipment Garen carries?
|
Outlaw Armor
| 1
| 1
| 0
| |
What brand is the fourth blush from the left in the first row?
|
flower knows
| 1
| 1
| 1
| |
How many plants are there in the picture?
|
3
| 1
| 0
| 0
| |
Which place is closest to the location shown in the picture?
|
Berlin
| 1
| 0
| 1
| |
How many dogs are there on the lawn?
|
7
| 1
| 0
| 0
| |
What is the purpose of the topmost bottle of items?
|
Makeup remover
| 1
| 1
| 0
| |
Which TV series does this scene come from?
|
"Yellow Stone"
| 0
| 1
| 0
| |
Where is this wood located?
|
Longyishan Botanical Garden
| 0
| 1
| 1
| |
Which option should be selected at the question mark?
|
B
| 0
| 0
| 1
| |
What is the name of the baby in the middle of the picture?
|
Write down the anniversary
| 0
| 1
| 1
| |
How many Loopy stickers are there on his backpack?
|
four
| 1
| 0
| 0
| |
How many solid-colored kittens are there in the picture?
|
one
| 1
| 0
| 0
| |
Which shopping mall was this picture taken from?
|
Chengdu Shihao Plaza
| 1
| 1
| 1
| |
what is this
|
Chengdu Tianfutong special-shaped subway card
| 1
| 1
| 1
| |
Where is the maple leaf in the picture?
|
Guangwu Mountain
| 0
| 1
| 1
| |
How many cups are there in the picture?
|
7
| 1
| 0
| 0
| |
How many cats are sticking out their tongues in the picture?
|
1
| 1
| 0
| 0
| |
Which of the people in the picture is the last to survive?
|
red haired woman
| 0
| 1
| 1
| |
How many block mainline games are there in the picture?
|
9
| 1
| 0
| 0
| |
How many spelling beans are needed to make this bean drawing?
|
73
| 1
| 0
| 1
| |
Which TV series does this scene come from?
|
"The prosperous world"
| 0
| 1
| 0
| |
How many possible paths are there from point A to point B?
|
15
| 1
| 0
| 1
| |
What is the name of the man in the picture?
|
Arthur Morgan
| 0
| 1
| 0
| |
What are the people in the picture preparing to do?
|
looking for john
| 1
| 1
| 1
| |
Who is the character being parodied in the picture?
|
John Marston
| 1
| 1
| 1
| |
What is the character's name after his transformation?
|
Kamen Rider SNIPE
| 0
| 1
| 1
| |
What weapon does this character use?
|
front shooter
| 1
| 1
| 1
| |
Where was this aerial view taken?
|
Queenstown, New Zealand
| 0
| 1
| 1
| |
Based on the analysis of the two images taken by the same surveillance camera on the same day, who among A and B climbed through the window first and entered the room?
|
B
| 0
| 0
| 1
| |
Starting from the star mark and facing three exits, which path should be chosen to pass?
|
Exit 3
| 1
| 0
| 1
| |
Where is Qizai in the picture?
|
Row 3, third from left
| 1
| 0
| 0
| |
What is the tattoo on the kitten?
|
porcupine quill
| 1
| 1
| 0
| |
Which TV series does this scene come from?
|
Oriental Juliet
| 0
| 1
| 0
| |
In which province is the building in the picture located?
|
Shanxi Province
| 0
| 1
| 1
| |
How many floors does this building have?
|
7
| 1
| 0
| 0
| |
What is the animal in the picture?
|
swallow
| 1
| 1
| 1
| |
Is the cat in the picture inside or outside the cage?
|
outside the cage
| 1
| 0
| 1
|
End of preview. Expand
in Data Studio
RealXBench
RealXBench is a comprehensive visual question answering benchmark dataset. The full dataset contains 300 high-quality image-question-answer triplets. Due to internal regulations, only a subset of 194 samples is released in this open-source version.
Dataset Structure
Each example contains:
- query: The question about the image (in English)
- answer: The ground truth answer(s), with multiple answers separated by "or"
- perception: Difficulty level for perception task (1 if required, 0 otherwise)
- search: Difficulty level for search task (1 if required, 0 otherwise)
- reason: Difficulty level for reasoning task (1 if required, 0 otherwise)
- image: The corresponding image file
Usage
from datasets import load_dataset
dataset = load_dataset("glowol/RealXBench")
Citation
If you use this dataset, please cite:
@article{deepEyesV2,
title={DeepEyesV2: Toward Agentic Multimodal Model},
author={Jack Hong and Chenxiao Zhao and ChengLin Zhu and Weiheng Lu and Guohai Xu and Xing Yu},
journal={arXiv preprint arXiv:2511.05271},
year={2025},
url={https://arxiv.org/abs/2511.05271}
}
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