MMAgent Benchmarks
Collection
A collection of benchmarks for mmagent
•
8 items
•
Updated
doc_id
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| images
listlengths 1
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| problem
stringlengths 25
219
| solution
stringlengths 0
105
| difficulty
stringclasses 2
values | subtask
stringclasses 43
values | arxiv_id
stringclasses 22
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|---|---|---|---|---|---|---|---|---|
mmsearch_plus_Video Games_266
|
[
"MMSearch-Plus/data/mmsearch_plus_Video Games_266.png"
] |
<image>
What are the last two heroes selected in this match?
|
Ember Spirit
|
difficult
|
Game Worlds And Characters
| 1
|
||
mmsearch_plus_Academic Research_11
|
[
"MMSearch-Plus/data/mmsearch_plus_Academic Research_11.png"
] |
<image>
Given that the paper was first published in 2025.6 and by scholars from UNC Chapel, which two authors contributed equally?
|
Shoubin Yu and Yue Zhang
|
difficult
|
Paper And Publication Details
|
2506.17113v1
|
nan
| 1
|
mmsearch_plus_Geography_159
|
[
"MMSearch-Plus/data/mmsearch_plus_Geography_159_1.png",
"MMSearch-Plus/data/mmsearch_plus_Geography_159_2.png"
] |
<image>
<image>
What is the next station?
|
World Trade Center
|
difficult
|
Transportation Infrastructure
|
https://www.youtube.com/watch?v=9wPKajmbK2s&ab_channel=TravelAlgorithm
| 2
|
|
mmsearch_plus_Academic Research_20
|
[
"MMSearch-Plus/data/mmsearch_plus_Academic Research_20.png"
] |
<image>
How many modalities are involved in the dataset contributed by this paper?
|
12
|
difficult
|
Experimental Data And Findings
|
2506.16962v1
|
nan
| 1
|
mmsearch_plus_Film & TV_307
|
[
"MMSearch-Plus/data/mmsearch_plus_Film & TV_307.png"
] |
<image>
What is the line of text before the topmost line in the image?
|
This is the Zodiac speaking.
|
easy
|
Movies
| 1
|
||
mmsearch_plus_Technology_285
|
[
"MMSearch-Plus/data/mmsearch_plus_Technology_285.png"
] |
<image>
What was the date of this event?
|
2024.11.15
|
difficult
|
Technology
|
https://www.bilibili.com/video/BV17A41147mM/?spm_id_from=333.337.search-card.all.click&vd_source=2bdff8606e707f1e0357458d29b96431
| 1
|
|
mmsearch_plus_Vlog_133
|
[
"MMSearch-Plus/data/mmsearch_plus_Vlog_133.png"
] |
<image>
What is the event depicted in the image? Give the specific year and season.
|
Balenciaga Spring/Summer 2025
|
difficult
|
Vlog
|
https://www.bilibili.com/video/BV1kwx8e5Enh/?spm_id_from=333.337.search-card.all.click&vd_source=2bdff8606e707f1e0357458d29b96431
| 1
|
|
mmsearch_plus_Sports_250
|
[
"MMSearch-Plus/data/mmsearch_plus_Sports_250.png"
] |
<image>
What is the final score of this competition?
|
10 to 6
|
difficult
|
General Sports Events And Competitions
| 1
|
||
mmsearch_plus_Vlog_210
|
[
"MMSearch-Plus/data/mmsearch_plus_Vlog_210.png"
] |
<image>
What is the publisher's YouTube account?
|
Kubz Scouts
|
difficult
|
Channel Characteristics
|
https://www.youtube.com/watch?v=scD9XP3GLBc&ab_channel=KubzScouts
| 1
|
|
mmsearch_plus_Technology_272
|
[
"MMSearch-Plus/data/mmsearch_plus_Technology_272.png"
] |
<image>
What was the subsequent quote?
|
48000
|
difficult
|
Technology
|
https://www.bilibili.com/video/BV1vR4y147jy?spm_id_from=333.788.recommend_more_video.2&vd_source=2bdff8606e707f1e0357458d29b96431
| 1
|
|
mmsearch_plus_Music_38
|
[
"MMSearch-Plus/data/mmsearch_plus_Music_38_1.png",
"MMSearch-Plus/data/mmsearch_plus_Music_38_2.png"
] |
<image>
<image>
In which city did the event pictured take place? What was the name of the event?
|
Beijing, Blue Note
|
difficult
|
Live Performances
|
https://www.bilibili.com/video/BV1A441117Bq/?spm_id_from=333.337.search-card.all.click&vd_source=2bdff8606e707f1e0357458d29b96431
| 2
|
|
mmsearch_plus_Sports_202
|
[
"MMSearch-Plus/data/mmsearch_plus_Sports_202.png"
] |
<image>
What is the title of the video on YouTube?
|
UEFA Pioneers Sustainability at EURO 2024 | United Nations
|
difficult
|
Team Sports And Match Results
|
https://www.youtube.com/watch?v=KIax2cAQg3M&ab_channel=UnitedNations
| 1
|
|
mmsearch_plus_Video Games_267
|
[
"MMSearch-Plus/data/mmsearch_plus_Video Games_267.png"
] |
<image>
What is the next hero to be banned?
|
Keeper of the Light
|
difficult
|
Game Worlds And Characters
| 1
|
||
mmsearch_plus_Technology_204
|
[
"MMSearch-Plus/data/mmsearch_plus_Technology_204.png"
] |
<image>
What is the publication date of this video on YouTube?
|
2021.10.1
|
difficult
|
Technology
|
https://www.youtube.com/watch?v=aGwYtUzMQUk&ab_channel=IBMTechnology
| 1
|
|
mmsearch_plus_Technology_135
|
[
"MMSearch-Plus/data/mmsearch_plus_Technology_135.png"
] |
<image>
How many branches does the store have by 2025.7?
|
2
|
difficult
|
Technology
|
https://www.bilibili.com/video/BV1oJ4m1g7bm/?spm_id_from=333.337.search-card.all.click&vd_source=2bdff8606e707f1e0357458d29b96431
| 1
|
|
mmsearch_plus_Film & TV_190
|
[
"MMSearch-Plus/data/mmsearch_plus_Film & TV_190_1.png",
"MMSearch-Plus/data/mmsearch_plus_Film & TV_190_2.png"
] |
<image>
<image>
What is the name of the film?
|
Children's Hospital
|
easy
|
Television
|
https://www.youtube.com/watch?v=itIp7bI_eJ4&ab_channel=WatchMojo.com
| 2
|
|
mmsearch_plus_Academic Research_241
|
[
"MMSearch-Plus/data/mmsearch_plus_Academic Research_241.png"
] |
<image>
In what year did the person to Einstein's right rear (from Einstein's perspective) receive their PhD?
|
1926
|
easy
|
Paper And Publication Details
| 1
|
||
mmsearch_plus_Geography_206
|
[
"MMSearch-Plus/data/mmsearch_plus_Geography_206_1.png",
"MMSearch-Plus/data/mmsearch_plus_Geography_206_2.png"
] |
<image>
<image>
What is the title of the video?
|
Singapore: Designing a Megacity in Harmony with Nature 🌳
|
difficult
|
Cultural And Historical Geography
|
https://www.youtube.com/watch?v=3w3QCcItxTo&ab_channel=PBSTerra
| 2
|
|
mmsearch_plus_Academic Research_261
|
[
"MMSearch-Plus/data/mmsearch_plus_Academic Research_261.png"
] |
<image>
The image is known to be from a visual reasoning benchmark paper published on arxiv in the first half of 2025. Please find this paper.
|
VERIFY: A Benchmark of Visual Explanation and Reasoning for Investigating Multimodal Reasoning Fidelity
|
difficult
|
Paper And Publication Details
| 1
|
||
mmsearch_plus_Geography_237
|
[
"MMSearch-Plus/data/mmsearch_plus_Geography_237.png"
] |
<image>
图中墙上左边的画对应的城市，根据2021年统计到的人口情况，本国人占比多少？
|
0.842
|
difficult
|
Countries And Cities
| 1
|
||
mmsearch_plus_Academic Research_2
|
[
"MMSearch-Plus/data/mmsearch_plus_Academic Research_2.png"
] |
<image>
What is the title of this paper?
|
Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
|
difficult
|
Paper And Publication Details
|
2506.17218v1
|
nan
| 1
|
mmsearch_plus_Academic Research_229
|
[
"MMSearch-Plus/data/mmsearch_plus_Academic Research_229.png"
] |
<image>
What is the title of the video?
|
How to Lie Using Visual Proofs
|
difficult
|
Theoretical And Conceptual Studies
|
https://www.youtube.com/watch?v=VYQVlVoWoPY&t=1s&ab_channel=3Blue1Brown
| 1
|
|
mmsearch_plus_Geography_169
|
[
"MMSearch-Plus/data/mmsearch_plus_Geography_169.png"
] |
<image>
What is the name of this railway line?
|
Etsumi Nansen
|
easy
|
Transportation Infrastructure
|
https://www.youtube.com/watch?v=tZqBg1Rzjy4&ab_channel=AUNZRAILFAN
| 1
|
|
mmsearch_plus_Video Games_290
|
[
"MMSearch-Plus/data/mmsearch_plus_Video Games_290.png"
] |
<image>
Who is the leader of the last civilization that the player has met in this playthrough video?
|
Xerxes
|
difficult
|
Gaming Culture And Community
|
https://www.youtube.com/watch?v=swCysjPCCTM&ab_channel=ArekkzGaming
| 1
|
|
mmsearch_plus_Music_39
|
[
"MMSearch-Plus/data/mmsearch_plus_Music_39_1.png",
"MMSearch-Plus/data/mmsearch_plus_Music_39_2.png"
] |
<image>
<image>
Who is the drummer in the band to which the band member in the picture belongs?
|
Chris Brown
|
difficult
|
Artists And Bands
|
https://www.bilibili.com/video/BV1rr4y1w76H/?spm_id_from=333.337.search-card.all.click&vd_source=2bdff8606e707f1e0357458d29b96431
| 2
|
|
mmsearch_plus_Film & TV_295
|
[
"MMSearch-Plus/data/mmsearch_plus_Film & TV_295.png"
] |
<image>
What family is the man in the black suit in the picture from?
|
The Croker family.
|
difficult
|
Movies
| 1
|
||
mmsearch_plus_Film & TV_306
|
[
"MMSearch-Plus/data/mmsearch_plus_Film & TV_306_1.png",
"MMSearch-Plus/data/mmsearch_plus_Film & TV_306_2.png",
"MMSearch-Plus/data/mmsearch_plus_Film & TV_306_3.png",
"MMSearch-Plus/data/mmsearch_plus_Film & TV_306_4.png"
] |
<image>
<image>
<image>
<image>
Sort the four images according to the order of appearance in the movie and the chronological order of the storyline.
|
Movie order: 3-1-2-4
Storyline order: 1-2-4-3
|
difficult
|
Movies
| 4
|
||
mmsearch_plus_Sports_239
|
[
"MMSearch-Plus/data/mmsearch_plus_Sports_239.png"
] |
<image>
What is the ID of the person playing position one among his teammates during the 2023 International Invitational?
|
Lou
|
easy
|
Team Sports And Match Results
| 1
|
||
mmsearch_plus_Video Games_107
|
[
"MMSearch-Plus/data/mmsearch_plus_Video Games_107.png"
] |
<image>
Which team survives to the last at the current match
|
Complexity
|
difficult
|
Esports And Competitive Gaming
|
https://www.bilibili.com/video/BV1jEFvemEuT/?spm_id_from=333.337.search-card.all.click&vd_source=2bdff8606e707f1e0357458d29b96431
| 1
|
|
mmsearch_plus_Video Games_289
|
[
"MMSearch-Plus/data/mmsearch_plus_Video Games_289.png"
] |
<image>
What is the leader of the next civilization that the player will encounter?
|
Kong Fu Zi
|
difficult
|
Game Worlds And Characters
|
https://www.youtube.com/watch?v=swCysjPCCTM&ab_channel=ArekkzGaming
| 1
|
|
mmsearch_plus_Film & TV_269
|
[
"MMSearch-Plus/data/mmsearch_plus_Film & TV_269.png"
] |
<image>
Which movie is this?
|
Los renglones torcidos de Dios
|
easy
|
Movies
| 1
|
||
mmsearch_plus_Academic Research_6
|
[
"MMSearch-Plus/data/mmsearch_plus_Academic Research_6.png"
] |
<image>
Which institution is the primary author of this study affiliated with?
|
University of Waterloo
|
difficult
|
Paper And Publication Details
|
2506.12036v2
|
nan
| 1
|
mmsearch_plus_Sports_249
|
[
"MMSearch-Plus/data/mmsearch_plus_Sports_249.png"
] |
<image>
What is the score of the game after the round in the image ends?
|
41(Warriors):48(Clippers)
|
difficult
|
Team Sports And Match Results
| 1
|
||
mmsearch_plus_Music_248
|
[
"MMSearch-Plus/data/mmsearch_plus_Music_248.png"
] |
<image>
This photo was taken in 2025. What is the performance time slot of the singer at this event?
|
18:35-19:15
|
difficult
|
Live Performances
| 1
|
||
mmsearch_plus_Technology_276
|
[
"MMSearch-Plus/data/mmsearch_plus_Technology_276.png"
] |
<image>
What was the first diagnosis result with the person's leg?
|
stress fracture fatigue fracture
|
difficult
|
Technology
|
https://www.bilibili.com/video/BV1d3ttzdEnd/?spm_id_from=333.337.search-card.all.click&vd_source=2bdff8606e707f1e0357458d29b96431
| 1
|
|
mmsearch_plus_Film & TV_282
|
[
"MMSearch-Plus/data/mmsearch_plus_Film & TV_282_1.png",
"MMSearch-Plus/data/mmsearch_plus_Film & TV_282_2.png"
] |
<image>
<image>
Given that the pictures were taken from an episode of a documentary series, what is the name of the documentary series (and which season)?
|
The Silk Road (Season 2)
|
difficult
|
Short Films & Documentaries
|
https://www.bilibili.com/video/BV1Px411J7a2?spm_id_from=333.788.videopod.episodes&vd_source=2bdff8606e707f1e0357458d29b96431&p=7
| 2
|
|
mmsearch_plus_Sports_303
|
[
"MMSearch-Plus/data/mmsearch_plus_Sports_303.png"
] |
<image>
Who assisted this goal?
|
Philipp Lahm
|
easy
|
Team Sports And Match Results
| 1
|
||
mmsearch_plus_Film & TV_185
|
[
"MMSearch-Plus/data/mmsearch_plus_Film & TV_185_1.png",
"MMSearch-Plus/data/mmsearch_plus_Film & TV_185_2.png",
"MMSearch-Plus/data/mmsearch_plus_Film & TV_185_3.png"
] |
<image>
<image>
<image>
From which TV show and episode number is this scene?
|
Emergency Room Episode 3
|
difficult
|
Television
| null |
https://www.youtube.com/watch?v=8FZt0Jj2gJI&ab_channel=Alright%21
| 3
|
mmsearch_plus_Academic Research_49
|
[
"MMSearch-Plus/data/mmsearch_plus_Academic Research_49.png"
] |
<image>
What is the topic of this lecture?
|
The Ethics of AI
|
difficult
|
Theoretical And Conceptual Studies
|
https://www.bilibili.com/video/BV1uurDYNEtD/?spm_id_from=333.337.search-card.all.click&vd_source=2bdff8606e707f1e0357458d29b96431
| 1
|
|
mmsearch_plus_Geography_134
|
[
"MMSearch-Plus/data/mmsearch_plus_Geography_134.png"
] |
<image>
Which is the name of the street?
|
Raja Chulan
|
easy
|
Transportation Infrastructure
|
https://www.bilibili.com/video/BV1eQ4y1G7HL/?spm_id_from=333.337.search-card.all.click&vd_source=2bdff8606e707f1e0357458d29b96431
| 1
|
|
mmsearch_plus_Video Games_198
|
[
"MMSearch-Plus/data/mmsearch_plus_Video Games_198.png"
] |
<image>
What is the name of the previous level?
|
Exercise Hall
|
difficult
|
Game Worlds And Characters
|
https://www.youtube.com/watch?v=VjqdPjTKPiU&ab_channel=CarrotHelper-100%25Walkthroughs%7CNoCommentary
| 1
|
|
mmsearch_plus_Academic Research_12
|
[
"MMSearch-Plus/data/mmsearch_plus_Academic Research_12.png"
] |
<image>
What is the proposed shape-centric representation based on?
|
Sparse anchor point clouds
|
difficult
|
Technological Application
|
2506.17074v1
|
nan
| 1
|
mmsearch_plus_Sports_233
|
[
"MMSearch-Plus/data/mmsearch_plus_Sports_233.png"
] |
<image>
球拍上商标对应公司的创始人，再多活多少年，就可以亲眼见证2020年代的巴黎奥运会？
|
5
|
easy
|
General Sports Events And Competitions
| 1
|
||
mmsearch_plus_Video Games_108
|
[
"MMSearch-Plus/data/mmsearch_plus_Video Games_108.png"
] |
<image>
Who survived until the end of the match, leading their team to victory?
|
Shaiko
|
difficult
|
Esports And Competitive Gaming
|
https://www.bilibili.com/video/BV1xFwQeQEXN?spm_id_from=333.788.videopod.sections&vd_source=2bdff8606e707f1e0357458d29b96431&p=2
| 1
|
|
mmsearch_plus_Academic Research_281
|
[
"MMSearch-Plus/data/mmsearch_plus_Academic Research_281.png"
] |
<image>
What is the title of this video on YouTube?
|
Preoperative Preparation: What an Anesthesia Resident Tells Patients Right Before Anesthesia Starts
|
difficult
|
Theoretical And Conceptual Studies
|
https://www.youtube.com/watch?v=rn1tjqiRVck&ab_channel=MaxFeinstein
| 1
|
|
mmsearch_plus_Film & TV_35
|
[
"MMSearch-Plus/data/mmsearch_plus_Film & TV_35.png"
] |
<image>
What is the name of the film and which episode is the screenshot from?
|
Extras S01E05
|
difficult
|
Television
|
https://www.bilibili.com/video/BV1rX4y1Y7UT?spm_id_from=333.788.videopod.sections&vd_source=2bdff8606e707f1e0357458d29b96431
| 1
|
|
mmsearch_plus_Sports_106
|
[
"MMSearch-Plus/data/mmsearch_plus_Sports_106.png"
] |
<image>
Who won the game?
|
FUT Esports
|
difficult
|
Esports And Non-Traditional Sports
| null |
https://www.bilibili.com/video/BV1WfofYoE2i/?spm_id_from=333.337.search-card.all.click&vd_source=2bdff8606e707f1e0357458d29b96431
| 1
|
mmsearch_plus_Video Games_104
|
[
"MMSearch-Plus/data/mmsearch_plus_Video Games_104.png"
] |
<image>
Which match is this? You need to give the country where the match was hosted.
|
Champions Seoul Playoffs LR2 Elimination
|
difficult
|
Esports And Competitive Gaming
|
https://www.bilibili.com/video/BV1rE4m19732/?spm_id_from=333.337.search-card.all.click&vd_source=2bdff8606e707f1e0357458d29b96431
| 1
|
|
mmsearch_plus_Technology_205
|
[
"MMSearch-Plus/data/mmsearch_plus_Technology_205.png"
] |
<image>
What is the title of the video?
|
Quantum Computers Explained: How Quantum Computing Works
|
difficult
|
Computing & AI
|
https://www.youtube.com/watch?v=B3U1NDUiwSA&ab_channel=ScienceABC
| 1
|
|
mmsearch_plus_Geography_222
|
[
"MMSearch-Plus/data/mmsearch_plus_Geography_222_1.png",
"MMSearch-Plus/data/mmsearch_plus_Geography_222_2.png"
] |
<image>
<image>
Which animals arrive here during the summer?
|
A woodpecker
|
difficult
|
Addresses And Locales
| null |
https://www.youtube.com/watch?v=huGT0zW-YB4&ab_channel=RobertEFuller
| 2
|
mmsearch_plus_Vlog_123
|
[
"MMSearch-Plus/data/mmsearch_plus_Vlog_123_1.png",
"MMSearch-Plus/data/mmsearch_plus_Vlog_123_2.png"
] |
<image>
<image>
What is the name of the specialty dish being prepared by the person in the picture?
|
泰北辣浓汤
|
easy
|
Vlog
|
https://www.bilibili.com/video/BV1ZU4y1K78b/?spm_id_from=333.337.search-card.all.click&vd_source=2bdff8606e707f1e0357458d29b96431
| 2
|
|
mmsearch_plus_Sports_60
|
[
"MMSearch-Plus/data/mmsearch_plus_Sports_60_1.png",
"MMSearch-Plus/data/mmsearch_plus_Sports_60_2.png"
] |
<image>
<image>
What is the name of the race and where is it held?
|
Megavalanche Alpe d'Huez
|
easy
|
Individual Sports And Competitions
|
https://www.bilibili.com/video/BV1qy4y1w7e3/?spm_id_from=333.337.search-card.all.click&vd_source=2bdff8606e707f1e0357458d29b96431
| 2
|
|
mmsearch_plus_Geography_171
|
[
"MMSearch-Plus/data/mmsearch_plus_Geography_171.png"
] |
<image>
What is the name of the weather phenomenon known to occur in June 2025?
|
Tropical Storm Wutip
|
difficult
|
Landmarks And Natural Features
|
https://www.youtube.com/watch?v=6K3CmTr-Q4M&ab_channel=TVBKabayan
| 1
|
|
mmsearch_plus_Geography_220
|
[
"MMSearch-Plus/data/mmsearch_plus_Geography_220_1.png",
"MMSearch-Plus/data/mmsearch_plus_Geography_220_2.png"
] |
<image>
<image>
What is the location shown in the image?
|
Idaho
|
easy
|
Addresses And Locales
|
https://www.youtube.com/watch?v=ymZSmm8CEM0&ab_channel=MadjackMedia
| 2
|
|
mmsearch_plus_Academic Research_7
|
[
"MMSearch-Plus/data/mmsearch_plus_Academic Research_7.png"
] |
<image>
What is the title of this paper?
|
MeDi: Metadata-Guided Diffusion Models for Mitigating Biases in Tumor Classification
|
difficult
|
Methodological Research
|
2506.17140v1
|
nan
| 1
|
mmsearch_plus_Video Games_105
|
[
"MMSearch-Plus/data/mmsearch_plus_Video Games_105.png"
] |
<image>
What is the date of the competition in GMT+8 time?
|
2025.6.20
|
difficult
|
Esports And Competitive Gaming
|
https://www.bilibili.com/video/BV1TZNozBEnm?spm_id_from=333.788.videopod.episodes&vd_source=2bdff8606e707f1e0357458d29b96431&p=2
| 1
|
|
mmsearch_plus_Sports_219
|
[
"MMSearch-Plus/data/mmsearch_plus_Sports_219_1.png",
"MMSearch-Plus/data/mmsearch_plus_Sports_219_2.png",
"MMSearch-Plus/data/mmsearch_plus_Sports_219_3.png",
"MMSearch-Plus/data/mmsearch_plus_Sports_219_4.png"
] |
<image>
<image>
<image>
<image>
What is the name of this cycling path?
|
LYM
|
easy
|
Motor And Cycling Sports
|
https://www.youtube.com/watch?v=QeECLSRJYak&ab_channel=R%C3%A9myM%C3%A9taillerRAW
| 4
|
|
mmsearch_plus_Academic Research_292
|
[
"MMSearch-Plus/data/mmsearch_plus_Academic Research_292.png"
] |
<image>
Which models are included in Table 1 of the paper containing this figure?
|
Gemini-2.5-flash
|
easy
|
Experimental Data And Findings
| 1
|
||
mmsearch_plus_Video Games_287
|
[
"MMSearch-Plus/data/mmsearch_plus_Video Games_287.png"
] |
<image>
What is the next player's ID to complete a kill?
|
LevelCap-BF6
|
difficult
|
Game Mechanics
|
https://www.youtube.com/watch?v=F2mn2leoLsw&ab_channel=jackfrags
| 1
|
|
mmsearch_plus_Academic Research_47
|
[
"MMSearch-Plus/data/mmsearch_plus_Academic Research_47_1.png",
"MMSearch-Plus/data/mmsearch_plus_Academic Research_47_2.png",
"MMSearch-Plus/data/mmsearch_plus_Academic Research_47_3.png"
] |
<image>
<image>
<image>
In which company does the speaker hold the position of Executive Vice President of Research?
|
Material ConneXion
|
difficult
|
Paper And Publication Details
|
https://www.bilibili.com/video/BV1S7411q7dJ/?spm_id_from=333.337.search-card.all.click&vd_source=2bdff8606e707f1e0357458d29b96431
| 3
|
|
mmsearch_plus_Geography_286
|
[
"MMSearch-Plus/data/mmsearch_plus_Geography_286.png"
] |
<image>
Where did the event take place?
|
Zhuhai Huafa & CPAA Grand Theatre
|
difficult
|
Addresses And Locales
|
https://www.bilibili.com/video/BV17A41147mM/?spm_id_from=333.337.search-card.all.click&vd_source=2bdff8606e707f1e0357458d29b96431
| 1
|
|
mmsearch_plus_Sports_87
|
[
"MMSearch-Plus/data/mmsearch_plus_Sports_87.png"
] |
<image>
Which specific match is this?
|
22/23 UEFA Champions League Round of 16 First Leg
|
easy
|
Team Sports And Match Results
|
https://www.bilibili.com/video/BV1oM4y1Y7eG/?spm_id_from=333.337.search-card.all.click&vd_source=2bdff8606e707f1e0357458d29b96431
| 1
|
|
mmsearch_plus_Film & TV_27
|
[
"MMSearch-Plus/data/mmsearch_plus_Film & TV_27_1.png",
"MMSearch-Plus/data/mmsearch_plus_Film & TV_27_2.png"
] |
<image>
<image>
What is the name of the movie?
|
The Man from Earth
|
easy
|
Movies
|
https://www.bilibili.com/video/BV1Ex411Y7uV/?spm_id_from=333.337.search-card.all.click&vd_source=2bdff8606e707f1e0357458d29b96431
| 2
|
|
mmsearch_plus_Technology_203
|
[
"MMSearch-Plus/data/mmsearch_plus_Technology_203.png"
] |
<image>
What is the title of the speech?
|
On Being or Becoming Entrepreneurial
|
difficult
|
Technology
|
https://www.youtube.com/watch?v=eHJnEHyyN1Y&ab_channel=TED
| 1
|
|
mmsearch_plus_Technology_154
|
[
"MMSearch-Plus/data/mmsearch_plus_Technology_154.png"
] |
<image>
What is the name and year of the event?
|
2025 Shanghai Auto Show
|
easy
|
Technology
|
https://www.youtube.com/watch?v=ewyoBesC860&ab_channel=Wheelsboy
| 1
|
|
mmsearch_plus_Music_56
|
[
"MMSearch-Plus/data/mmsearch_plus_Music_56.png"
] |
<image>
What software was used subsequently in this video?
|
Logic Pro
|
easy
|
Music Production And Equipment
|
https://www.bilibili.com/video/BV1724y1o7pK/?spm_id_from=333.337.search-card.all.click&vd_source=2bdff8606e707f1e0357458d29b96431
| 1
|
|
mmsearch_plus_Geography_121
|
[
"MMSearch-Plus/data/mmsearch_plus_Geography_121.png"
] |
<image>
In which district of which city did the event occur?
|
Tokyo Shinjuku
|
easy
|
Countries And Cities
| null |
https://www.bilibili.com/video/BV1PX4y1U723/?spm_id_from=333.337.search-card.all.click&vd_source=2bdff8606e707f1e0357458d29b96431
| 1
|
mmsearch_plus_Film & TV_183
|
[
"MMSearch-Plus/data/mmsearch_plus_Film & TV_183_1.png",
"MMSearch-Plus/data/mmsearch_plus_Film & TV_183_2.png",
"MMSearch-Plus/data/mmsearch_plus_Film & TV_183_3.png"
] |
<image>
<image>
<image>
What is the name of the movie?
|
Hidden
|
difficult
|
Movies
| null |
https://www.youtube.com/watch?v=mT8rRlwgZUM&ab_channel=CraftingPictures
| 3
|
mmsearch_plus_Sports_25
|
[
"MMSearch-Plus/data/mmsearch_plus_Sports_25_1.png",
"MMSearch-Plus/data/mmsearch_plus_Sports_25_2.png"
] |
<image>
<image>
What is the average minutes per kilometer for the athlete wearing an orange competition uniform?
|
3.02
|
easy
|
Individual Sports And Competitions
|
https://www.bilibili.com/video/BV1Hr4y1C7FP/?spm_id_from=333.337.search-card.all.click&vd_source=2bdff8606e707f1e0357458d29b96431
| 2
|
|
mmsearch_plus_Vlog_279
|
[
"MMSearch-Plus/data/mmsearch_plus_Vlog_279.png"
] |
<image>
What was the person making?
|
Shuifan Wan
|
difficult
|
Vlog
|
https://www.bilibili.com/video/BV1Gb4y1N7wu/?spm_id_from=333.337.search-card.all.click&vd_source=2bdff8606e707f1e0357458d29b96431
| 1
|
|
mmsearch_plus_Film & TV_73
|
[
"MMSearch-Plus/data/mmsearch_plus_Film & TV_73_1.png",
"MMSearch-Plus/data/mmsearch_plus_Film & TV_73_2.png"
] |
<image>
<image>
What is the title of the episode in the program?
|
是真的吗 20130824 用酒精可以辨别优劣酱油？
|
difficult
|
Television
|
https://www.bilibili.com/video/BV14t41127tT?spm_id_from=333.788.videopod.episodes&vd_source=2bdff8606e707f1e0357458d29b96431&p=19
| 2
|
|
mmsearch_plus_Sports_101
|
[
"MMSearch-Plus/data/mmsearch_plus_Sports_101.png"
] |
<image>
What is the final score?
|
147
|
difficult
|
Team Sports And Match Results
|
https://www.bilibili.com/video/BV1r7DPYyE3Z/?spm_id_from=333.337.search-card.all.click&vd_source=2bdff8606e707f1e0357458d29b96431
| 1
|
|
mmsearch_plus_Video Games_309
|
[
"MMSearch-Plus/data/mmsearch_plus_Video Games_309.png"
] |
<image>
At the moment shown in the image, which players are on the countdown to respawn?
|
m1CKe and Nisha from Team Liquid
|
difficult
|
Game Mechanics
| 1
|
||
mmsearch_plus_Technology_75
|
[
"MMSearch-Plus/data/mmsearch_plus_Technology_75_1.png",
"MMSearch-Plus/data/mmsearch_plus_Technology_75_2.png"
] |
<image>
<image>
Given that the relevant company launched its first hairdryer product powered by a motor innovation in 2020. Which event from which year is being showcased?
|
2022 Laifen New Product Launch
|
difficult
|
Innovative Consumer Electronics
|
https://www.bilibili.com/video/BV1UB4y1J7P4/?spm_id_from=333.337.search-card.all.click&vd_source=2bdff8606e707f1e0357458d29b96431
| 2
|
|
mmsearch_plus_Film & TV_74
|
[
"MMSearch-Plus/data/mmsearch_plus_Film & TV_74.png"
] |
<image>
From which program and episode (specific date) is this?
|
典籍里的中国 20210814
|
difficult
|
Television
|
https://www.bilibili.com/video/BV1DV4y17738?spm_id_from=333.788.videopod.episodes&vd_source=2bdff8606e707f1e0357458d29b96431&p=7
| 1
|
|
mmsearch_plus_Sports_178
|
[
"MMSearch-Plus/data/mmsearch_plus_Sports_178.png"
] |
<image>
What is the name of the match? In which country and year did this event occur?
|
Felix LEBRUN vs Alexis LEBRUN | FINALE | FRANCE 2025
|
difficult
|
General Sports Events And Competitions
|
https://www.youtube.com/watch?v=hBvyU6guwm8&ab_channel=F%C3%A9d%C3%A9rationFran%C3%A7aisedeTennisdeTable
| 1
|
|
mmsearch_plus_Geography_116
|
[
"MMSearch-Plus/data/mmsearch_plus_Geography_116.png"
] |
<image>
What is the name of the bay known for its famous lighthouse?
|
Watsons Bay
|
easy
|
Landmarks And Natural Features
|
https://www.bilibili.com/video/BV1Ke411j7c7/?spm_id_from=333.337.search-card.all.click&vd_source=2bdff8606e707f1e0357458d29b96431
| 1
|
|
mmsearch_plus_Geography_158
|
[
"MMSearch-Plus/data/mmsearch_plus_Geography_158.png"
] |
<image>
What is the specific address of the hospital near the central location?
|
Katip Mustafa Çelebi, Sıraselviler Cd. No:48, 34433 Beyoğlu/İstanbul, Türkiye
|
difficult
|
Addresses And Locales
|
https://www.youtube.com/watch?v=7PuZVBXBWdA&ab_channel=HazelandBrenton
| 1
|
|
mmsearch_plus_Geography_235
|
[
"MMSearch-Plus/data/mmsearch_plus_Geography_235_1.png",
"MMSearch-Plus/data/mmsearch_plus_Geography_235_2.png"
] |
<image>
<image>
图1中发生在大萧条时代的著名历史事件，和图2中的事件相隔多少年？
|
9
|
easy
|
Cultural And Historical Geography
| 2
|
||
mmsearch_plus_Academic Research_271
|
[
"MMSearch-Plus/data/mmsearch_plus_Academic Research_271.png"
] |
<image>
What was the next step of this experiment?
|
Add 140ul of solution B
|
difficult
|
Experimental Data And Findings
|
https://www.bilibili.com/video/BV1vj41137Zk?spm_id_from=333.788.videopod.sections&vd_source=2bdff8606e707f1e0357458d29b96431
| 1
|
|
mmsearch_plus_Film & TV_31
|
[
"MMSearch-Plus/data/mmsearch_plus_Film & TV_31_1.png",
"MMSearch-Plus/data/mmsearch_plus_Film & TV_31_2.png"
] |
<image>
<image>
What is the name of the movie?
|
Stalled
|
difficult
|
Movies
|
https://www.bilibili.com/video/BV1AN7ezfEm2/?spm_id_from=333.337.search-card.all.click&vd_source=2bdff8606e707f1e0357458d29b96431
| 2
|
|
mmsearch_plus_Academic Research_66
|
[
"MMSearch-Plus/data/mmsearch_plus_Academic Research_66_1.png",
"MMSearch-Plus/data/mmsearch_plus_Academic Research_66_2.png"
] |
<image>
<image>
Figure 1 demonstrates how the instrument works and the maximum measurement for the first material. Find out the maximum reading of the instrument for the material as shown in Figure 2.
|
12198 kg
|
difficult
|
Experimental Data And Findings
|
https://www.bilibili.com/video/BV1Ee411g7s4/?spm_id_from=333.337.search-card.all.click&vd_source=2bdff8606e707f1e0357458d29b96431
| 2
|
|
mmsearch_plus_Sports_90
|
[
"MMSearch-Plus/data/mmsearch_plus_Sports_90.png"
] |
<image>
Who won the match?
|
特鲁普姆
|
difficult
|
Team Sports And Match Results
|
https://www.bilibili.com/video/BV1uC411z7HH/?spm_id_from=333.337.search-card.all.click&vd_source=2bdff8606e707f1e0357458d29b96431
| 1
|
|
mmsearch_plus_Video Games_43
|
[
"MMSearch-Plus/data/mmsearch_plus_Video Games_43.png"
] |
<image>
Which region from which game is the area in the image modeled after?
|
Genshin Impact Inazuma
|
difficult
|
Game Worlds And Characters
|
https://www.bilibili.com/video/BV1Tz4y157DB/?spm_id_from=333.337.search-card.all.click&vd_source=2bdff8606e707f1e0357458d29b96431
| 1
|
|
mmsearch_plus_Geography_140
|
[
"MMSearch-Plus/data/mmsearch_plus_Geography_140.png"
] |
<image>
What are the names of two mains streets near the place in the image?
|
Kurfürstendamm and Tauentzienstraße
|
easy
|
Transportation Infrastructure
|
https://www.bilibili.com/video/BV1up4y1d7o8/?spm_id_from=333.337.search-card.all.click&vd_source=2bdff8606e707f1e0357458d29b96431
| 1
|
|
mmsearch_plus_Geography_174
|
[
"MMSearch-Plus/data/mmsearch_plus_Geography_174_1.png",
"MMSearch-Plus/data/mmsearch_plus_Geography_174_2.png"
] |
<image>
<image>
Given that the two screenshots were taken sequentially from a YouTube video that focuses on water. What is the next place introduced by this video, after the second picture?
|
VOC ship
|
difficult
|
Landmarks And Natural Features
|
https://www.youtube.com/watch?v=6PaHpk2toVM&ab_channel=WonderJourneys
| 2
|
|
mmsearch_plus_Geography_114
|
[
"MMSearch-Plus/data/mmsearch_plus_Geography_114.png"
] |
<image>
Which city is this?
|
Sochi, Russia
|
easy
|
Countries And Cities
|
https://www.bilibili.com/video/BV16p42117Q3?spm_id_from=333.788.videopod.sections&vd_source=2bdff8606e707f1e0357458d29b96431
| 1
|
|
mmsearch_plus_Academic Research_8
|
[
"MMSearch-Plus/data/mmsearch_plus_Academic Research_8.png"
] |
<image>
What is the title of this paper?
|
Consistent Sampling and Simulation: Molecular Dynamics with Energy-Based Diffusion Models
|
difficult
|
Methodological Research
|
2506.17139v1
|
nan
| 1
|
mmsearch_plus_Video Games_209
|
[
"MMSearch-Plus/data/mmsearch_plus_Video Games_209.png"
] |
<image>
What is the title of the video?
|
Clair Obscur: Expedition 33 Voice-Actors React to Speedrun | IGN Live 2025
|
difficult
|
Gaming Culture And Community
|
https://www.youtube.com/watch?v=E5j0z76Lwso&ab_channel=IGN
| 1
|
|
mmsearch_plus_Academic Research_10
|
[
"MMSearch-Plus/data/mmsearch_plus_Academic Research_10.png"
] |
<image>
What is the title of this paper?
|
Calibrating Pre-trained Language Classifiers on LLM-generated Noisy Labels via Iterative Refinement
|
easy
|
Paper And Publication Details
|
2505.19675v2
|
nan
| 1
|
mmsearch_plus_Geography_228
|
[
"MMSearch-Plus/data/mmsearch_plus_Geography_228_1.png",
"MMSearch-Plus/data/mmsearch_plus_Geography_228_2.png"
] |
<image>
<image>
Where can these foods be eaten?
|
Hunza, Pakistan
|
easy
|
Countries And Cities
|
https://www.youtube.com/watch?v=5279n4i15ho&ab_channel=BestEverFoodReviewShow
| 2
|
|
mmsearch_plus_Sports_100
|
[
"MMSearch-Plus/data/mmsearch_plus_Sports_100.png"
] |
<image>
What was the score of the match? (answer in the format of A:B, with A being the number of frames won by the player whose surname is alphabetically first)
|
4:3
|
easy
|
Team Sports And Match Results
|
https://www.bilibili.com/video/BV12xUiYrEtH/?spm_id_from=333.337.search-card.all.click&vd_source=2bdff8606e707f1e0357458d29b96431
| 1
|
|
mmsearch_plus_Geography_147
|
[
"MMSearch-Plus/data/mmsearch_plus_Geography_147.png"
] |
<image>
What is the name of the village?
|
Watkins Glen
|
difficult
|
Countries And Cities
|
https://www.youtube.com/watch?v=wlhKEGbtLp0&ab_channel=OurRetiredLife
| 1
|
|
mmsearch_plus_Technology_242
|
[
"MMSearch-Plus/data/mmsearch_plus_Technology_242_1.png",
"MMSearch-Plus/data/mmsearch_plus_Technology_242_2.png",
"MMSearch-Plus/data/mmsearch_plus_Technology_242_3.png",
"MMSearch-Plus/data/mmsearch_plus_Technology_242_4.png",
"MMSearch-Plus/data/mmsearch_plus_Technology_242_5.png"
] |
<image>
<image>
<image>
<image>
<image>
In Figures 2-4, which buildings have the same architectural style as the building in Figure 1?
|
3 and 4
|
difficult
|
Technology
| 5
|
||
mmsearch_plus_Vlog_124
|
[
"MMSearch-Plus/data/mmsearch_plus_Vlog_124_1.png",
"MMSearch-Plus/data/mmsearch_plus_Vlog_124_2.png"
] |
<image>
<image>
How much does this cup of tea cost in May 2025?
|
$7.99
|
difficult
|
Vlog
|
https://www.bilibili.com/video/BV18PVmzAE1N/?spm_id_from=333.337.search-card.all.click&vd_source=2bdff8606e707f1e0357458d29b96431
| 2
|
|
mmsearch_plus_Music_245
|
[
"MMSearch-Plus/data/mmsearch_plus_Music_245.png"
] |
<image>
What's the name of this song?
|
We Are the Champions.
|
difficult
|
Songs And Albums
| 1
|
||
mmsearch_plus_Geography_167
|
[
"MMSearch-Plus/data/mmsearch_plus_Geography_167.png"
] |
<image>
What is the address of the footwear shop with the green logo?
|
Marburger Straße 16
|
difficult
|
Addresses And Locales
|
https://www.youtube.com/watch?v=R-1FF9xT_u4&ab_channel=InandAround
| 1
|
|
mmsearch_plus_Sports_238
|
[
"MMSearch-Plus/data/mmsearch_plus_Sports_238.png"
] |
<image>
What's the twitter account of the man shooting in the image?
|
BdotAdot5
|
easy
|
General Sports Events And Competitions
| 1
|
||
mmsearch_plus_Vlog_218
|
[
"MMSearch-Plus/data/mmsearch_plus_Vlog_218.png"
] |
<image>
What is the name of the cheese and what is the estimated cost per wheel, according to the video? You may need to look at the video to determine the cost.
|
Swiss Emmentaler $1900
|
difficult
|
Vlog
|
https://www.youtube.com/watch?v=YQGai2PVHBs&ab_channel=InsiderFood
| 1
|
|
mmsearch_plus_Film & TV_145
|
[
"MMSearch-Plus/data/mmsearch_plus_Film & TV_145.png"
] |
<image>
Who will be appearing on stage at the cinema near the hotel in the image at the end of August 2025?
|
Jackie Chan
|
difficult
|
Film & TV Personalities
|
https://www.youtube.com/watch?v=ohlzQNCpT7M&ab_channel=4KJAPAN
| 1
|
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