MemGUI-Bench
Collection
3 items
•
Updated
task_identifier
stringlengths 17
36
| task_description
stringlengths 103
737
| task_app
stringlengths 8
70
| num_apps
int64 1
4
| is_cross_app
stringclasses 2
values | category
stringlengths 33
244
| requires_ui_memory
stringclasses 2
values | shortcut_potential
int64 1
6
| output_type
stringclasses 3
values | golden_steps
int64 3
160
| task_difficulty
int64 1
3
| task_language
stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|
001-FindProductAndFilter
|
Open the Amazon app, search for "running shoes for men", then filter for the brand "ASICS" and size "10".
|
['Amazon']
| 1
|
N
|
['E-commerce: Product Search', 'E-commerce: Filter & Sort']
|
N
| 2
|
UI Interactive Output
| 11
| 1
|
ENG
|
002-FindProductAndFilter
|
Open the Amazon app, search for "women's handbag", then filter for the brand "ALDO" and color "Black".
|
['Amazon']
| 1
|
N
|
['E-commerce: Product Search', 'E-commerce: Filter & Sort']
|
N
| 2
|
UI Interactive Output
| 11
| 1
|
ENG
|
003-RecordAndNameAudio
|
Open the audio recorder app. Set the recording format to WAV, 48 kHz, Mono. Record an audio clip for more than 10 seconds, then stop the recording. Save the file with the name "MyTestAudio".
|
['audio recorder']
| 1
|
N
|
['Content Creation: Multimedia Creation', 'Device Configuration: Setting Adjustment']
|
N
| 1
|
Action Execution Task
| 12
| 1
|
ENG
|
004-ConfigureRecordAndNameAudio
|
Open the audio recorder app. Set the recording format to M4a, 8 kHz, 48kbps. Record an audio clip for more than 15 seconds, then stop the recording. Save the file with the name "M4aTestAudio".
|
['audio recorder']
| 1
|
N
|
['Device Configuration: Setting Adjustment', 'Content Creation: Multimedia Creation']
|
N
| 1
|
Action Execution Task
| 12
| 1
|
ENG
|
005-SearchSportsScores
|
Open the BBC Sports app, find and tap on the Football category, proceed to 'Scores & Fixtures', and then perform a search for 'Real Madrid'.
|
['BBC Sports']
| 1
|
N
|
['Sports: Content Navigation', 'Sports: Data Extraction']
|
N
| 1
|
UI Interactive Output
| 8
| 1
|
ENG
|
006-SearchSportsScores
|
Open the BBC Sports app, navigate into the Football section, open the 'Scores & Fixtures' view, and then execute a search for 'Bayern Munich'
|
['BBC Sports']
| 1
|
N
|
['Sports: Content Navigation', 'Sports: Data Extraction']
|
N
| 1
|
UI Interactive Output
| 8
| 1
|
ENG
|
007-AddDetailedTransaction
|
Open the bluecoins app, record an expense transaction for an amount of 89.95, named 'New Sneakers', in the 'Clothing' category, and assign the label 'Personal' to it.
|
['bluecoins']
| 1
|
N
|
['Financial Management: Add Transaction']
|
N
| 1
|
Action Execution Task
| 10
| 1
|
ENG
|
008-AddDetailedTransaction
|
Open the bluecoins app, create an expense entry for a 'Summer Dress' with an amount of 65.00, categorized under 'Clothing', and add the 'Personal' label to the transaction.
|
['bluecoins']
| 1
|
N
|
['Financial Management: Add Transaction']
|
N
| 1
|
Action Execution Task
| 10
| 1
|
ENG
|
009-MultiClockFunctions
|
Open the Clock app. Add two new alarms: one for 7:30 AM tomorrow labeled "Morning Workout", and another for 10:15 PM tomorrow labeled "Read Book". Then, navigate to the world clock and add "Tokyo, Japan" and "London, UK". Finally, switch to the stopwatch and let it run for at least 15 seconds before stopping (but not resetting) it.
|
['Clock']
| 1
|
N
|
['Productivity: Time Management']
|
N
| 4
|
Action Execution Task
| 25
| 2
|
ENG
|
010-SetTimersAndManageWorldClock
|
Open the Clock app. Navigate to the timer and set three timers simultaneously: one for 15 minutes labeled "Laundry", one for 45 minutes labeled "Baking", and one for 1 hour 30 minutes labeled "Study Session". After starting all three, go to the world clock, delete any existing cities, and add "Sydney, Australia".
|
['Clock']
| 1
|
N
|
['Productivity: Time Management', 'Device Configuration: Setting Adjustment']
|
Y
| 4
|
Action Execution Task
| 28
| 2
|
ENG
|
011-SetMeetingAlarmByWorldClock
|
Open the Clock app and add 'Beijing, China' and 'New-York, USA' to the world clock. By comparing their current times, find a suitable meeting time for tomorrow that falls between 8 AM and 10 PM in both cities. Then, set an alarm for this meeting, using the local time in Beijing as the reference.
|
['Clock']
| 1
|
N
|
['Productivity: Time Management']
|
Y
| 1
|
Action Execution Task
| 13
| 1
|
ENG
|
012-SetMeetingAlarmByWorldClock
|
Open the Clock app and add 'Beijing, China' and 'Buenos Aires, Argentina' to the world clock. By comparing their current times, find a suitable meeting time for tomorrow that falls between 9 AM and 11 PM in both cities. Then, set an alarm for this meeting, using the local time in Beijing as the reference.
|
['Clock']
| 1
|
N
|
['Productivity: Time Management', 'Device Configuration: Setting Adjustment']
|
Y
| 1
|
Action Execution Task
| 15
| 1
|
ENG
|
013-CompareCourseInfo
|
In the Coursera app, search for courses offered by "Stanford University". For the first six courses in the search results, find and remember each course's star rating, total number of reviews, and number of available languages. Then, for all six courses, calculate a 'popularity score' (star rating * number of reviews * number of languages). Finally, navigate to the course page with the highest calculated popularity score.
|
['coursera']
| 1
|
N
|
['Education & Learning: Course Search', 'Information Retrieval: Data Extraction', 'Education & Learning: Knowledge Acquisition']
|
Y
| 3
|
UI Interactive Output
| 29
| 2
|
ENG
|
014-CompareCourseInfo
|
In the Coursera app, search for courses offered by the "University of Michigan". For the first six courses in the search results, find and remember each course's star rating, total number of reviews, and number of available languages. Then, for all six courses, calculate a 'popularity score' (star rating * number of reviews * number of languages). Finally, navigate to the course page with the highest calculated popularity score.
|
['coursera']
| 1
|
N
|
['Education & Learning: Course Search', 'Information Retrieval: Data Extraction', 'E-commerce: Review Analysis']
|
Y
| 3
|
UI Interactive Output
| 29
| 2
|
ENG
|
015-CreateSimpleNote
|
Open the joplin app, create a new note with the title "Shopping List" and the content "Milk and bread".
|
['joplin']
| 1
|
N
|
['Productivity: Note Taking', 'Content Creation: Text Creation']
|
N
| 1
|
Action Execution Task
| 7
| 1
|
ENG
|
016-CreateSimpleNote
|
Open the joplin app, create a new note with the title "Meeting Minutes" and the content "Discuss progress on Project A".
|
['joplin']
| 1
|
N
|
['Productivity: Note Taking', 'Content Creation: Text Creation']
|
N
| 1
|
Action Execution Task
| 7
| 1
|
ENG
|
017-SearchAndCompareRatings
|
In the Meesho app, find the first search result for three sarees: "Banarasi Silk", "Kanjivaram Silk", and "Paithani Silk". For each, remember its star rating and price. Then, navigate to the product page of the saree with the best value (highest rating-to-price ratio).
|
['Meesho']
| 1
|
N
|
['E-commerce: Product Search', 'E-commerce: Price Comparison', 'Information Retrieval: Data Extraction']
|
Y
| 3
|
UI Interactive Output
| 23
| 1
|
ENG
|
018-SearchAndCompareRatings
|
In the Meesho app, find the first search result for three kurtas: "Chikankari Kurta", "Rayon Anarkali Kurta", and "Jaipuri Cotton Kurta". For each, remember its star rating and price. Then, navigate to the product page of the kurta with the best value (highest rating-to-price ratio).
|
['Meesho']
| 1
|
N
|
['E-commerce: Product Search', 'E-commerce: Price Comparison', 'E-commerce: Review Analysis']
|
Y
| 3
|
UI Interactive Output
| 23
| 1
|
ENG
|
019-NavigateAndCompareItems
|
In the Meesho app, first navigate to the 'Kids & Toys' -> 'Toys & Games' category. From the first five results, find the item with the best value (highest rating-to-price ratio) and remember its name. Then, repeat this process for the 'Baby Gears' category. Finally, navigate to the product page of the toy with the better value between the two you identified.
|
['Meesho']
| 1
|
N
|
['E-commerce: Category Navigation', 'E-commerce: Price Comparison', 'E-commerce: Review Analysis', 'Productivity: Note Taking']
|
Y
| 2
|
UI Interactive Output
| 20
| 1
|
ENG
|
020-NavigateAndCompareItems
|
In the Meesho app, first navigate to the 'Home & Kitchen' -> 'Kitchen Tools' category. From the first five results, find the item with the best value (highest rating-to-price ratio) and remember its name. Then, repeat this process for the 'Storage & Organizers' category. Finally, navigate to the product page of the item with the better value between the two you identified.
|
['Meesho']
| 1
|
N
|
['E-commerce: Category Navigation', 'E-commerce: Price Comparison', 'E-commerce: Review Analysis']
|
Y
| 2
|
UI Interactive Output
| 20
| 1
|
ENG
|
021-NavigateAndComparePrices
|
In the Net-a-Porter app, find the following four items: the first "black" handbag, the first "leather" belt, the first "cashmere" scarf, and the first pair of "white" sneakers. For each item, remember its price and its designer or brand name (prioritize designer). Identify the most and least expensive items. If the designer/brand of the most expensive item comes first alphabetically, navigate to its page. Otherwise, navigate to the page of the least expensive item.
|
['Net-a-Porter']
| 1
|
N
|
['E-commerce: Product Search', 'Information Retrieval: Data Extraction', 'E-commerce: Price Comparison']
|
Y
| 4
|
UI Interactive Output
| 36
| 2
|
ENG
|
022-NavigateAndComparePrices
|
In the Net-a-Porter app, find the following four items: the first "red" dress, the first pair of "gold" sandals, the first "green" skirt, and the first "white" top. For each item, remember its price and its designer or brand name (prioritize designer). Identify the most and least expensive items. If they are by the same designer/brand, navigate to the page of the most expensive item. Otherwise, navigate to the page of the least expensive item.
|
['Net-a-Porter']
| 1
|
N
|
['E-commerce: Product Search', 'E-commerce: Price Comparison']
|
Y
| 4
|
UI Interactive Output
| 36
| 2
|
ENG
|
023-ToggleSystemSetting
|
Open the Setting app and go to the 'Navigation mode' settings. Find the 'Circle to Search' feature and turn its toggle switch to the off position.
|
['Setting']
| 1
|
N
|
['Device Configuration: Setting Adjustment']
|
N
| 1
|
Action Execution Task
| 6
| 1
|
ENG
|
024-ToggleSystemSetting
|
Open the Setting app and go to the 'Navigation mode' settings. Find the 'Circle to Search' feature and turn its toggle switch to the on position.
|
['Setting']
| 1
|
N
|
['Device Configuration: Setting Adjustment']
|
N
| 1
|
Action Execution Task
| 3
| 1
|
ENG
|
025-FindAndCompareWikiStats
|
Open the Wikipedia app, search for 'English Wikipedia' and find the current number of articles it contains. Remember this number. Then, search for 'German Wikipedia' and find its current number of articles. Go to and stay on the page of the Wikipedia edition that has more articles
|
['Wikipedia']
| 1
|
N
|
['Information Retrieval: Web Search', 'Information Retrieval: Data Extraction', 'Education & Learning: Knowledge Acquisition']
|
Y
| 1
|
Action Execution Task
| 13
| 1
|
ENG
|
026-FindAndCompareWikiStats
|
Open the Wikipedia app, first search for 'Beijing' and remember its population. Next, search for 'Shanghai' and remember its population. Compare the two, and then go to and remain on the Wikipedia page for the city with the larger population
|
['Wikipedia']
| 1
|
N
|
['Information Retrieval: Web Search', 'Information Retrieval: Data Extraction', 'Education & Learning: Knowledge Acquisition']
|
Y
| 1
|
Action Execution Task
| 13
| 1
|
ENG
|
027-NavigateAndCompareItems
|
In the Wish app, identify two items: the cheapest in 'Jewelry & watches' -> 'Fashion jewelry' (from top 6), and the cheapest in the 'Watches' sub-category (from top 6). Remember the number of reviews for both. Navigate to the page of whichever of these two items has more reviews.
|
['Wish']
| 1
|
N
|
['E-commerce: Category Navigation', 'E-commerce: Price Comparison', 'E-commerce: Review Analysis']
|
Y
| 2
|
UI Interactive Output
| 19
| 1
|
ENG
|
028-NavigateAndCompareItems
|
In the Wish app, identify two items: the one with the most reviews in 'Office & tech' -> 'Parts & storage' (from top 6), and the one with the most reviews in the 'Hardware' sub-category (from top 6). Remember the price for both. Navigate to the page of whichever of these two items is cheaper.
|
['Wish']
| 1
|
N
|
['E-commerce: Category Navigation', 'E-commerce: Review Analysis', 'E-commerce: Price Comparison']
|
Y
| 2
|
UI Interactive Output
| 19
| 1
|
ENG
|
029-FindAndRecordTopRatedBooks
|
Open the Amazon Kindle app and locate this month's 'Bestsellers' list. From the top 10, identify the three books with the highest number of customer ratings. For each, remember its title, price, and description. Open Joplin app and create a note titled "Top Rated Books" listing the title, price, and description for all three books.
|
['Amazon Kindle', 'joplin']
| 2
|
Y
|
['E-commerce: Category Navigation', 'E-commerce: Review Analysis', 'Information Retrieval: Data Extraction', 'Productivity: Note Taking']
|
Y
| 2
|
UI Interactive Output
| 37
| 2
|
ENG
|
030-FindAudiobook
|
Open the Amazon Kindle app and navigate to 'Bestsellers'. Find the first three books that support audio narration. For each, remember its title, rating, and description. Open Joplin app and create a note titled "Audiobooks Found" listing the title, rating, and description for all three books.
|
['Amazon Kindle', 'joplin']
| 2
|
Y
|
['E-commerce: Category Navigation', 'E-commerce: Filter & Sort', 'Information Retrieval: Data Extraction', 'Productivity: Note Taking']
|
Y
| 2
|
UI Interactive Output
| 37
| 2
|
ENG
|
031-SearchAndNoteBookSeries
|
In the Amazon Kindle app, find the title, customer rating, and page count for the first four books of the 'Dune' series. Then, in Joplin, create a note titled 'Dune Series Analysis' listing the books ordered by highest rating, showing all collected data for each.
|
['Amazon Kindle', 'joplin']
| 2
|
Y
|
['E-commerce: Product Search', 'Information Retrieval: Data Extraction', 'E-commerce: Review Analysis', 'Productivity: Note Taking', 'E-commerce: Filter & Sort']
|
Y
| 2
|
UI Interactive Output
| 29
| 2
|
ENG
|
032-SearchAndNoteBookSeries
|
In the Amazon Kindle app, find the title, customer rating, and page count for the first four books of the 'A Song of Ice and Fire' series. Then, in Joplin, create a note titled 'A Song of Ice and Fire Series Analysis' listing the books ordered by highest rating, showing all collected data for each.
|
['Amazon Kindle', 'joplin']
| 2
|
Y
|
['E-commerce: Product Search', 'Information Retrieval: Data Extraction', 'E-commerce: Review Analysis', 'Productivity: Note Taking']
|
Y
| 2
|
UI Interactive Output
| 29
| 2
|
ENG
|
033-CompareProductReviews
|
Open Amazon app and search for these three products: 'Logitech C920', 'Razer Kiyo', 'Elgato Facecam'. For each, find and remember its price, star rating, and total number of reviews. In Joplin app, create a note titled "Webcam Value Score". For each camera, calculate a 'value score' using the formula: (star rating * number of reviews) / price. List each camera and its score, then state which has the highest score.
|
['Amazon', 'joplin']
| 2
|
Y
|
['E-commerce: Product Search', 'Information Retrieval: Data Extraction', 'Productivity: Note Taking', 'Financial Management: Financial Calculation', 'E-commerce: Price Comparison']
|
Y
| 3
|
UI Interactive Output
| 45
| 3
|
ENG
|
034-CompareProductSpecs
|
Open Amazon app and search for these three products: 'Kindle Paperwhite', 'Kobo Libra 2', 'reMarkable 2'. For each, find and remember its price, screen size (in inches), and storage capacity (in GB). In Joplin app, create a note titled "E-reader Value Score". For each device, calculate a 'value score' using the formula: (screen size * storage capacity) / price. List each device and its score, then state which has the highest score.
|
['Amazon', 'joplin']
| 2
|
Y
|
['E-commerce: Product Search', 'E-commerce: Price Comparison', 'E-commerce: Specification Comparison', 'Information Retrieval: Data Extraction', 'Productivity: Note Taking']
|
Y
| 3
|
UI Interactive Output
| 45
| 3
|
ENG
|
035-CheckProductCompatibility
|
Open Amazon app, search for 'Anker 737 Power Bank'. Find its price, capacity (in mAh), and all output port types. Then, search for 'MacBook Air M2' and find its required charging port. Next, search for 'iPhone 15 Pro' and find its charging port. In Joplin app, note all the collected data and answer if the power bank can simultaneously charge both devices.
|
['Amazon', 'joplin']
| 2
|
Y
|
['E-commerce: Product Search', 'E-commerce: Compatibility Check', 'Productivity: Note Taking']
|
Y
| 3
|
UI Interactive Output
| 24
| 1
|
ENG
|
036-CheckProductCompatibility
|
Open Amazon app, search for 'Samsung T7 Shield SSD'. Find its price, storage capacity, and read/write speeds. Then search for 'PlayStation 5' and find its USB port specifications. Next, search for 'Xbox Series X' and find its USB port specifications. In Joplin app, note all collected data and answer if the SSD is fully compatible with both consoles' USB standards for external storage.
|
['Amazon', 'joplin']
| 2
|
Y
|
['E-commerce: Product Search', 'E-commerce: Specification Comparison', 'E-commerce: Compatibility Check', 'Productivity: Note Taking']
|
Y
| 3
|
UI Interactive Output
| 24
| 1
|
ENG
|
037-CompareProductSpecs
|
Open the Amazon app. First, search for 'iPhone 15 Pro' and remember its screen size, battery capacity, and storage options. Second, search for 'Samsung Galaxy S24 Ultra' and remember the same three specifications. Third, search for 'Google Pixel 8 Pro' and remember the same three specifications. Finally, open the Joplin app, create a note titled 'Phone Spec Matrix', and list all nine specifications for the three phones.
|
['Amazon', 'joplin']
| 2
|
Y
|
['E-commerce: Product Search', 'E-commerce: Specification Comparison', 'Information Retrieval: Data Extraction', 'Productivity: Note Taking']
|
Y
| 3
|
UI Interactive Output
| 34
| 2
|
ENG
|
038-CompareProductSpecs
|
Open the Amazon app. First, search for 'Sony WH-1000XM5' and remember its weight, battery life, and Bluetooth version. Second, search for 'Bose QuietComfort Ultra Headphones' and remember the same three specifications. Third, search for 'Sennheiser Momentum 4' and remember the same three specifications. Finally, open the Joplin app, create a note titled 'Headphone Spec Matrix', and list all nine specifications for the three headphones.
|
['Amazon', 'joplin']
| 2
|
Y
|
['E-commerce: Product Search', 'E-commerce: Specification Comparison', 'E-commerce: Multi-App Comparison', 'Information Retrieval: Data Extraction', 'Productivity: Note Taking', 'Content Creation: Text Creation']
|
Y
| 3
|
UI Interactive Output
| 27
| 2
|
ENG
|
039-TranscribeProductReviews
|
In the Amazon app, search for the 'Instant Pot Duo' and navigate to its customer reviews section. Read and remember the full original text of the top ten reviews listed. Do not use the copy function. Then, open the Joplin app and create a new note titled 'Instant Pot - Full Reviews'. In the note, accurately type out the full original text for all ten reviews you remembered.
|
['Amazon', 'joplin']
| 2
|
Y
|
['E-commerce: Product Search', 'E-commerce: Review Analysis', 'Information Retrieval: Data Extraction', 'Productivity: Note Taking', 'Content Creation: Text Creation']
|
Y
| 2
|
UI Interactive Output
| 55
| 3
|
ENG
|
040-TranscribeProductReviews
|
In the Amazon app, search for the 'Bose QuietComfort Ultra Headphones' and navigate to its customer reviews section. Read and remember the full original text of the top ten reviews listed. Do not use the copy function. Then, open the Joplin app and create a new note titled 'Bose QC - Full Reviews'. In the note, accurately type out the full original text for all ten reviews you remembered.
|
['Amazon', 'joplin']
| 2
|
Y
|
['E-commerce: Product Search', 'E-commerce: Review Analysis', 'Information Retrieval: Data Extraction', 'Productivity: Note Taking', 'Content Creation: Text Creation']
|
Y
| 2
|
UI Interactive Output
| 55
| 3
|
ENG
|
041-CheckRamCompatibilityAndPrice
|
Open the Amazon app, search for "32GB DDR5 RAM", filter for the "Corsair" brand, and remember the price and clock speed of the first item in the search results. Then, open the Bing app and search for "ASUS ROG Strix Z790-E motherboard maximum supported memory speed". Finally, confirm if the clock speed of that Corsair RAM is less than or equal to the motherboard's maximum supported speed. Directly answer with its price if it is compatible, or "Not compatible" if it isn't.
|
['Amazon','bing']
| 2
|
Y
|
['E-commerce: Product Search', 'E-commerce: Filter & Sort', 'Information Retrieval: Web Search', 'E-commerce: Compatibility Check', 'Information Retrieval: Data Extraction']
|
Y
| 4
|
Direct Command Output
| 14
| 1
|
ENG
|
042-CheckSsdCompatibilityAndPrice
|
Open the Amazon app, search for "1TB External SSD", filter for the "Samsung" brand, and remember the price and the read/write speed of the first item in the search results. Then, open the Bing app and search for "PlayStation 5 external SSD speed requirement". Finally, confirm if the SSD's speed meets or exceeds the PS5's requirement. Directly answer with its price if it is compatible, or "Not compatible" if it isn't.
|
['Amazon','bing']
| 2
|
Y
|
['E-commerce: Product Search', 'E-commerce: Filter & Sort', 'Information Retrieval: Web Search', 'E-commerce: Compatibility Check', 'E-commerce: Multi-App Comparison', 'Information Retrieval: Data Extraction']
|
Y
| 4
|
Direct Command Output
| 17
| 1
|
ENG
|
043-CreateNewsDigest
|
In the AP News app, find the three most recent articles from the 'U.S. NEWS' section and the three most recent from the 'World' section. For each of the six articles, open it, read the full text, and remember its title and main content. Then, in the Joplin app, create a note titled "News Digest". For each of the six articles, list its title followed by a ~50-word summary of its content, grouped by section.
|
['AP News', 'joplin']
| 2
|
Y
|
['Information Retrieval: Data Extraction', 'Education & Learning: Knowledge Acquisition', 'Productivity: Note Taking', 'Content Creation: Text Creation']
|
Y
| 2
|
UI Interactive Output
| 95
| 3
|
ENG
|
044-CreateNewsDigest
|
In the AP News app, find the three most recent articles from the 'Technology' section and the three most recent from the 'Business' section. For each of the six articles, open it, read the full text, and remember its title and main content. Then, in the Joplin app, create a note titled "Tech & Business Digest". For each of the six articles, list its title followed by a ~50-word summary of its content, grouped by section.
|
['AP News', 'joplin']
| 2
|
Y
|
['Information Retrieval: Data Extraction', 'Productivity: Note Taking', 'Content Creation: Text Creation']
|
Y
| 2
|
UI Interactive Output
| 95
| 3
|
ENG
|
045-CompareApartmentFeatures
|
In the Apartments.com app, search for listings in 'Austin, TX'. For the first ten results, enter each detail page and remember the address, monthly rent, and square footage. Then, open the Joplin app and create a note titled "Austin Apartment Data". In the note, list all ten apartments, ordered from the largest square footage to the smallest, including their address, rent, and square footage for each.
|
['Apartments.com Rental Search', 'joplin']
| 2
|
Y
|
['E-commerce: Product Search', 'Information Retrieval: Data Extraction', 'Productivity: Note Taking']
|
Y
| 2
|
UI Interactive Output
| 160
| 3
|
ENG
|
046-CompareApartmentFeatures
|
In the Apartments.com app, search for listings in 'Denver, CO'. For the first ten results, enter each detail page and remember the address, monthly rent, and number of bedrooms. Then, open the Joplin app and create a note titled "Denver Apartment Data". In the note, list all ten apartments, ordered from the lowest rent to the highest, including their address, rent, and number of bedrooms for each.
|
['Apartments.com Rental Search', 'joplin']
| 2
|
Y
|
['E-commerce: Product Search', 'Information Retrieval: Data Extraction', 'Productivity: Note Taking']
|
Y
| 2
|
UI Interactive Output
| 160
| 3
|
ENG
|
047-FindApartmentAndNoteDetails
|
Open the Apartments.com app, search for listings in San Francisco, and filter for 'fitness center' and 'pool'. Then, go into the detail pages for the first three results and remember the address and phone number for each. Finally, open the Joplin app, create a new note, and record all collected addresses and phone numbers.
|
['Apartments.com Rental Search','joplin']
| 2
|
Y
|
['Travel & Navigation: Local Search', 'E-commerce: Filter & Sort', 'Information Retrieval: Data Extraction', 'Productivity: Note Taking']
|
Y
| 4
|
UI Interactive Output
| 17
| 1
|
ENG
|
048-FindApartmentAndNoteDetails
|
Open the Apartments.com app, search for listings in New York, NY, and filter for 'cat friendly' and 'in-unit washer'. Then, go into the detail pages for the first three results and remember the address and phone number for each. Finally, open the Joplin app, create a new note, and record all collected addresses and phone numbers.
|
['Apartments.com Rental Search','joplin']
| 2
|
Y
|
['E-commerce: Product Search', 'E-commerce: Filter & Sort', 'Information Retrieval: Data Extraction', 'Productivity: Note Taking']
|
Y
| 4
|
UI Interactive Output
| 19
| 1
|
ENG
|
049-FindCarAndCalculateLoan
|
In the AutoUncle app (UK), first search for a 'Ford Focus' and remember the price and mileage of the first non-sponsored result. Then, separately search for a 'Vauxhall Corsa' and remember the price and mileage of its first non-sponsored result. In the Calculator app, determine which car has a lower price-to-mileage ratio (price/mileage). Then, for that better-value car, calculate the loan amount needed for an 80% financing.
|
['AutoUncle:Search used cars', 'Calculator']
| 2
|
Y
|
['E-commerce: Product Search', 'Information Retrieval: Data Extraction', 'E-commerce: Price Comparison', 'Financial Management: Financial Calculation']
|
Y
| 2
|
UI Interactive Output
| 59
| 3
|
ENG
|
050-FindCarAndCalculateLoan
|
In the AutoUncle app (Germany), first search for a 'Mercedes-Benz C-Class' and remember the price and mileage of the first non-sponsored result. Then, separately search for a 'BMW 3 Series' and remember the price and mileage of its first non-sponsored result. In the Calculator app, determine which car has a lower price-to-mileage ratio (price/mileage). Then, for that better-value car, calculate the loan amount needed for an 80% financing.
|
['AutoUncle:Search used cars', 'Calculator']
| 2
|
Y
|
['E-commerce: Product Search', 'E-commerce: Multi-App Comparison', 'Information Retrieval: Data Extraction', 'Financial Management: Financial Calculation']
|
Y
| 2
|
UI Interactive Output
| 59
| 3
|
ENG
|
051-CompareCarSpecs
|
In the AutoUncle app (UK), find a 'Honda Civic', a 'Toyota Corolla', and a 'Mazda 3'. For each car, remember its engine size, fuel type, and price. In the Joplin app, create a note titled "Compact Car Comparison" and list all three cars with all three of their specs.
|
['AutoUncle:Search used cars', 'joplin']
| 2
|
Y
|
['E-commerce: Product Search', 'E-commerce: Specification Comparison', 'Productivity: Note Taking']
|
Y
| 3
|
UI Interactive Output
| 51
| 3
|
ENG
|
052-CompareCarSpecs
|
In the AutoUncle app (Germany), find a 'BMW 3 Series', an 'Audi A4', and a 'Mercedes-Benz C-Class'. For each car, remember its mileage, transmission type, and price. In the Joplin app, create a note titled "German Sedan Comparison" and list all three cars with all three of their specs.
|
['AutoUncle:Search used cars', 'joplin']
| 2
|
Y
|
['E-commerce: Product Search', 'E-commerce: Specification Comparison', 'E-commerce: Multi-App Comparison', 'Productivity: Note Taking']
|
Y
| 3
|
UI Interactive Output
| 51
| 3
|
ENG
|
053-SearchCarAndSendMessage
|
In the AutoUncle app (Germany), search for 'Audi' with filters: after 2021, mileage below 50,000 km, automatic, petrol. From the results, find the most expensive car and the least expensive car. Remember the model and price for both. In the messages app, send "Most Expensive: [Model] - [Price]. Least Expensive: [Model] - [Price]." to +8613911112222.
|
['AutoUncle:Search used cars', 'messages']
| 2
|
Y
|
['E-commerce: Product Search', 'E-commerce: Filter & Sort', 'E-commerce: Price Comparison', 'Communication: Messaging', 'Communication: Data Sharing']
|
Y
| 2
|
UI Interactive Output
| 35
| 2
|
ENG
|
054-SearchCarWithMultipleCriteria
|
In the AutoUncle app (UK), search for 'Land Rover' with filters: after 2020, mileage below 80,000 km, diesel. From the results, find the car with the highest mileage and the car with the lowest mileage. Remember the price and mileage for both. In the messages app, send "Highest Mileage: [Mileage]km - [Price]. Lowest Mileage: [Mileage]km - [Price]." to +8613933334444.
|
['AutoUncle:Search used cars', 'messages']
| 2
|
Y
|
['E-commerce: Product Search', 'E-commerce: Filter & Sort', 'E-commerce: Specification Comparison', 'Information Retrieval: Data Extraction', 'Communication: Messaging', 'Communication: Data Sharing']
|
Y
| 2
|
UI Interactive Output
| 35
| 2
|
ENG
|
055-SearchAndCalculate
|
In Bing app, find the current exchange rates for USD to EUR and USD to GBP. Remember both rates. In the Calculator app, first calculate how much $1500 USD is in EUR. Then, calculate how much the resulting EUR amount is worth in GBP (this requires a second conversion step using the two initial rates). Directly answer with the final GBP amount.
|
['bing', 'Calculator']
| 2
|
Y
|
['Information Retrieval: Fact Checking', 'Financial Management: Financial Calculation']
|
Y
| 2
|
Direct Command Output
| 35
| 2
|
ENG
|
056-SearchAndCalculate
|
In Bing app, find the current stock prices for NVIDIA (NVDA) and Apple (AAPL). Remember both prices. In the Calculator app, first calculate the value of 50 NVDA shares. Then, calculate the value of 75 AAPL shares. Finally, calculate the total combined value of both holdings. Directly answer with the final combined value.
|
['bing', 'Calculator']
| 2
|
Y
|
['Information Retrieval: Fact Checking', 'Information Retrieval: Data Extraction', 'Financial Management: Financial Calculation']
|
Y
| 2
|
Direct Command Output
| 35
| 2
|
ENG
|
057-FindWebImagesAndCreateNotes
|
On the NASA APOD website found via Bing app, locate the three most recent daily pictures. For each of the three pictures, create a separate note in Joplin app. Each note must use the picture's title as its own title, contain a brief visual description, and have the corresponding image directly inserted or attached into the note's body.
|
['bing', 'joplin']
| 2
|
Y
|
['Information Retrieval: Web Search', 'Information Retrieval: Data Extraction', 'Information Retrieval: Image Analysis', 'Productivity: Note Taking', 'Content Creation: Text Creation']
|
Y
| 3
|
Action Execution Task
| 51
| 3
|
ENG
|
058-FindImagesAndCreateNotes
|
On the "Smithsonian Magazine Photo of the Day" page found via Bing app, locate the three most recent daily photos. For each of the three photos, create a separate note in Joplin app. Each note must use the photo's title as its own title, contain a brief description, and have the corresponding image directly inserted or attached into the note's body.
|
['bing', 'joplin']
| 2
|
Y
|
['Information Retrieval: Image Search & Understanding', 'Productivity: Note Taking']
|
Y
| 3
|
Action Execution Task
| 51
| 3
|
ENG
|
059-FindDateAndCreateEvent
|
In Bing app, find the date for next year's Thanksgiving and for next year's Easter. Remember both dates. Open the N calendar app. Create an all-day event on the Thanksgiving date named "Thanksgiving Dinner". Then, create a second all-day event on the Easter date named "Easter Egg Hunt".
|
['bing', 'N calendar']
| 2
|
Y
|
['Information Retrieval: Fact Checking', 'Productivity: Time Management']
|
Y
| 2
|
Action Execution Task
| 35
| 2
|
ENG
|
060-FindDateAndCreateEvent
|
In Bing app, find the date for the next leap day and for next year's Halloween. Remember both dates. Open the N calendar app. Create an all-day event on the leap day named "Leap Day Fun". Then, create a second all-day event on the Halloween date named "Halloween Party".
|
['bing', 'N calendar']
| 2
|
Y
|
['Information Retrieval: Web Search', 'Information Retrieval: Fact Checking', 'Productivity: Time Management']
|
Y
| 2
|
Action Execution Task
| 35
| 2
|
ENG
|
061-ResearchAndSetReminder
|
In the Bing app, search for the host cities and years of the next three Summer Olympics. Remember all three cities and years. Open the N Calendar app and create an all-day event on July 1st of the first Olympic year titled "[City] Olympics". Then, create two more all-day events on July 1st of the subsequent Olympic years with their appropriate titles.
|
['bing', 'N calendar']
| 2
|
Y
|
['Information Retrieval: Web Search', 'Information Retrieval: Data Extraction', 'Productivity: Time Management']
|
Y
| 2
|
Action Execution Task
| 40
| 2
|
ENG
|
062-ResearchAndSetReminder
|
In the Bing app, search for the host countries and years of the next three FIFA World Cups. Remember all three countries and years. Open the N Calendar app and create an all-day event on June 1st of the first World Cup year titled "[Country] World Cup". Then, create two more all-day events on June 1st of the subsequent World Cup years with their appropriate titles.
|
['bing', 'N calendar']
| 2
|
Y
|
['Information Retrieval: Web Search', 'Information Retrieval: Data Extraction', 'Productivity: Time Management']
|
Y
| 2
|
Action Execution Task
| 40
| 2
|
ENG
|
063-SearchImageAndDescribe
|
Open the bing app and perform an image search for 'Global Smartphone Shipments Market Share 2021'. From the image results, locate and carefully analyze the chart that specifically displays the data for Q3 2021. Identify the top three brands from this Q3 chart, and remember their names and their exact market share percentages. Finally, open the joplin app, create a new note titled 'Smartphone Market Share 2021 Q3', and list the top three brands with their corresponding percentages.
|
['bing','joplin']
| 2
|
Y
|
['Information Retrieval: Image Search & Understanding', 'Information Retrieval: Data Extraction', 'Productivity: Note Taking']
|
Y
| 2
|
UI Interactive Output
| 17
| 1
|
ENG
|
064-SearchImageAndCreateNote
|
Open the bing app and perform an image search for 'Global Vehicle Sales Trend by region November 2023'. Carefully analyze the first clear chart that appears in the search results. From this chart, identify the top three regions with the highest sales growth or volume, and remember the names of these regions and their corresponding data values (e.g., sales numbers or percentage growth). Finally, open the joplin app, create a new note titled 'Vehicle Sales Trend November 2023', and list the top three regions with their data
|
['bing','joplin']
| 2
|
Y
|
['Information Retrieval: Image Search & Understanding', 'Information Retrieval: Data Extraction', 'Productivity: Note Taking']
|
Y
| 2
|
UI Interactive Output
| 17
| 1
|
ENG
|
065-CompareRouteOptions
|
In the Citymapper app, plan a route from "Central Park, NYC" to "JFK Airport". Find the time, cost, and number of transfers for four transport options: Public Transit, Driving, Taxi, and Bikeshare. In the Joplin app, create a note titled "JFK Transit Analysis", list the full data for all four options, then summarize which is the fastest, cheapest, and has the fewest transfers.
|
['Citymapper', 'joplin']
| 2
|
Y
|
['Travel & Navigation: Route Planning', 'Information Retrieval: Data Extraction', 'Productivity: Note Taking']
|
Y
| 4
|
UI Interactive Output
| 25
| 2
|
ENG
|
066-CompareRouteOptions
|
In the Citymapper app, plan a route from "Golden Gate Bridge, SF" to "SFO Airport". Find the time, cost, and number of transfers for four transport options: Public Transit, Driving, Taxi, and Walking. In the Joplin app, create a note titled "SFO Transit Analysis", list the full data for all four options, then summarize which is the fastest, cheapest, and has the fewest transfers.
|
['Citymapper', 'joplin']
| 2
|
Y
|
['Travel & Navigation: Route Planning', 'Information Retrieval: Data Extraction', 'Productivity: Note Taking']
|
Y
| 4
|
UI Interactive Output
| 25
| 2
|
ENG
|
067-PlanAndMessageRoute
|
In the Citymapper app, find the travel times for a two-leg journey in Washington D.C.: 1) The White House to the Lincoln Memorial, and 2) the Lincoln Memorial to the National Air and Space Museum. For each leg, find the times for Public Transit, Walking, and Taxi. Determine the fastest possible total travel time by combining the modes for each leg. Send a message to +8613811118888 stating this fastest route combination and the total time.
|
['Citymapper', 'messages']
| 2
|
Y
|
['Travel & Navigation: Route Planning', 'Communication: Messaging']
|
Y
| 3
|
UI Interactive Output
| 24
| 1
|
ENG
|
068-PlanAndMessageRoute
|
In the Citymapper app, find the travel times for a two-leg journey in New York City: 1) Statue of Liberty to the Empire State Building, and 2) the Empire State Building to The Metropolitan Museum of Art. For each leg, find the times for Public Transit, Walking, and Taxi. Determine the fastest possible total travel time by combining the modes for each leg. Send a message to +8613822229999 stating this fastest route combination and the total time.
|
['Citymapper', 'messages']
| 2
|
Y
|
['Travel & Navigation: Route Planning', 'Information Retrieval: Data Extraction', 'Communication: Messaging']
|
Y
| 3
|
UI Interactive Output
| 24
| 1
|
ENG
|
069-PlanRouteAndScheduleEvent
|
Open the Citymapper app, plan a public transport route from 'London Eye' to 'The British Museum', and remember the estimated travel time. Then open the N calendar app and create an event for next Monday at 10 AM titled "Visit British Museum", setting the event duration to the travel time you remembered.
|
['Citymapper','N calendar']
| 2
|
Y
|
['Travel & Navigation: Route Planning', 'Productivity: Time Management']
|
Y
| 2
|
Action Execution Task
| 40
| 2
|
ENG
|
070-PlanRouteAndScheduleEvent
|
Open the Citymapper app, plan a walking route from 'Notre-Dame Cathedral' to 'Louvre Museum', and remember the estimated travel time. Then open the N calendar app and create an event for next Tuesday at 3 PM titled "Trip to the Louvre", setting the event duration to the travel time you remembered.
|
['Citymapper','N calendar']
| 2
|
Y
|
['Travel & Navigation: Route Planning', 'Productivity: Time Management']
|
Y
| 2
|
Action Execution Task
| 40
| 2
|
ENG
|
071-ScheduleCourseStudyTime
|
Open the Coursera app, search for the "Financial Markets" course, and find its total time to complete. Then, open the N Calendar app. Create a recurring event titled "Study Finance" for all 7 days of next week (Monday to Sunday). Set the duration for each daily event by dividing the course's total completion time equally across the seven days.
|
['coursera','N calendar']
| 2
|
Y
|
['Education & Learning: Course Search', 'Information Retrieval: Data Extraction', 'Productivity: Time Management']
|
Y
| 2
|
Action Execution Task
| 40
| 2
|
ENG
|
072-FindCourseTimeAndScheduleEvent
|
Open the Coursera app and find the total time required for "The Science of Well-Being". Then, open the N Calendar app to create a daily event, "Study Finance", from the 6th to the 15th of next month, starting at 2 PM. Calculate the daily duration by dividing the total course time by 10.
|
['coursera','N calendar']
| 2
|
Y
|
['Education & Learning: Course Search', 'Information Retrieval: Data Extraction', 'Productivity: Time Management', 'Financial Management: Financial Calculation']
|
Y
| 2
|
Action Execution Task
| 40
| 2
|
ENG
|
073-TranslateAndSendMessage
|
In the DeepL Translate app, translate the following paragraph into five languages: Spanish, Japanese, Russian, Arabic, and Portuguese: "The project's quarterly review meeting is scheduled for next Monday. Key discussion topics will include the budget forecast for Q4, which is currently estimated at $1,250,000, and the initial user feedback analysis from the beta test group." After remembering all five translations, open the messages app. Important: Do not use the copy-paste function for the translations. Send each translation as a separate message to a different recipient: the Spanish translation to +8613100001111, Japanese to +8613100002222, Russian to +8613100003333, Arabic to +8613100004444, and Portuguese to +8613100005555.
|
['DeepL Translate', 'messages']
| 2
|
Y
|
['Content Creation: Translation', 'Communication: Messaging', 'Communication: Data Sharing']
|
Y
| 5
|
Action Execution Task
| 40
| 2
|
ENG
|
074-TranslateAndSendMessage
|
In the DeepL Translate app, translate the following paragraph into five languages: German, French, Korean, Hindi, and Italian: "Please be advised that due to a system upgrade, network services will be unavailable from 11:00 PM on Friday until 5:00 AM on Saturday. The expected downtime is approximately 6 hours. We apologize for any inconvenience this may cause." After remembering all five translations, open the messages app. Important: Do not use the copy-paste function for the translations. Send each translation as a separate message to a different recipient: the German translation to +8613200001111, French to +8613200002222, Korean to +8613200003333, Hindi to +8613200004444, and Italian to +8613200005555.
|
['DeepL Translate', 'messages']
| 2
|
Y
|
['Content Creation: Translation', 'Communication: Messaging', 'Communication: Data Sharing']
|
Y
| 5
|
Action Execution Task
| 40
| 2
|
ENG
|
075-NavigateAndNoteProduct
|
In Net-a-Porter app, for the designer 'Isabel Marant', find the first "New In" item from each of the following four categories: Dresses, Bags, Shoes, and Accessories. For each of the four items, remember its price and primary material/color. Then, in Joplin app, create a single note titled 'Isabel Marant Collection' listing the details for all four items.
|
['Net-a-Porter', 'joplin']
| 2
|
Y
|
['E-commerce: Product Search', 'E-commerce: Category Navigation', 'Productivity: Note Taking']
|
Y
| 4
|
UI Interactive Output
| 65
| 3
|
ENG
|
076-NavigateAndNoteProduct
|
In Net-a-Porter app, for the designer 'Jimmy Choo', find the first item from each of the following four categories: Boots, Heels, Sandals, and Sneakers. For each of the four items, remember its price and primary material/color. Then, in Joplin app, create a single note titled 'Jimmy Choo Collection' listing the details for all four items.
|
['Net-a-Porter', 'joplin']
| 2
|
Y
|
['E-commerce: Product Search', 'E-commerce: Category Navigation', 'Productivity: Note Taking']
|
Y
| 4
|
UI Interactive Output
| 65
| 3
|
ENG
|
077-CheckAndNotePermissions
|
Open the Setting app and go to 'Special app access'. First, view the apps with 'Wi-Fi control' permission and remember the list of app names. Next, view the apps allowed 'Picture-in-picture' access and remember that list of names. Finally, open the joplin app, create a note titled 'App Access Permissions', and list the names you remembered under two headings: 'Wi-Fi Control' and 'Picture-in-picture'.
|
['Setting', 'joplin']
| 2
|
Y
|
['Information Retrieval: Data Extraction', 'Productivity: Note Taking']
|
Y
| 2
|
Action Execution Task
| 13
| 1
|
ENG
|
078-CheckAndNotePermissions
|
Open the Setting app and go to 'Special app access'. First, check how many apps have 'Wi-Fi control' permission and remember the count. Then, check how many apps are allowed to 'Install unknown apps' and remember that count. Finally, open the joplin app and create a note titled 'App Permissions' that records both counts.
|
['Setting','joplin']
| 2
|
Y
|
['Device Configuration: Setting Adjustment', 'Information Retrieval: Data Extraction', 'Productivity: Note Taking']
|
Y
| 2
|
Action Execution Task
| 15
| 1
|
ENG
|
079-FindRecipeAndCreateList
|
In the wikiHow app, sequentially find the main ingredients for the following five dishes: 1. Salad, 2. Spaghetti, 3. Fried Chicken, 4. Chocolate Cake, 5. Mashed Potatoes. After gathering the ingredients for all five dishes, open the Joplin app. Create a single note titled 'Dinner Shopping List'. In this note, create a comprehensive shopping list, grouping all collected ingredients by category (e.g., Produce, Dairy, Pantry, Meat).
|
['wikiHow', 'joplin']
| 2
|
Y
|
['Information Retrieval: Data Extraction', 'Productivity: Note Taking', 'Productivity: Checklist Management']
|
Y
| 5
|
UI Interactive Output
| 55
| 3
|
ENG
|
080-FindRecipeAndCreateList
|
In the wikiHow app, sequentially find the main ingredients for the following five items: 1. Snow Cones, 2. Egg Sandwiches, 3. Green Tea, 4. Feta Cheese (how to make), 5. Chicken Alfredo. After gathering all ingredients, open the Joplin app. Create a single note titled 'Snack & Lunch Plan'. In this note, first create a comprehensive shopping list, grouping all ingredients by category. Then, create a second heading named 'Preparation Order' and list the five items in a logical sequence for preparation.
|
['wikiHow', 'joplin']
| 2
|
Y
|
['Information Retrieval: Data Extraction', 'Productivity: Note Taking', 'Productivity: Checklist Management']
|
Y
| 5
|
UI Interactive Output
| 55
| 3
|
ENG
|
081-SummarizeSportsNews
|
In the Yahoo Sports app, find the three most recent news articles in the NBA section and the three most recent in the MLB section. For each of the six articles, read it and remember its title and main content. Then, in Joplin, create a note titled "Sports News Summary". For each of the six articles, write down its title followed by a ~40-word summary of its content, grouped under 'NBA' and 'MLB' headings.
|
['Yahoo Sports', 'joplin']
| 2
|
Y
|
['Sports: Content Navigation', 'Sports: Data Extraction', 'Productivity: Note Taking', 'Content Creation: Text Creation']
|
Y
| 2
|
UI Interactive Output
| 64
| 3
|
ENG
|
082-SummarizeSportsNews
|
In the Yahoo Sports app, find the three most recent news articles in the NFL section and the three most recent in the Men's Tennis section. For each of the six articles, read it and remember its title and main content. Then, in Joplin, create a note titled "General Sports Briefing". For each of the six articles, write down its title followed by a ~40-word summary of its content, grouped under 'NFL' and 'Men's Tennis' headings.
|
['Yahoo Sports', 'joplin']
| 2
|
Y
|
['Sports: Content Navigation', 'Sports: Data Extraction', 'Productivity: Note Taking', 'Content Creation: Text Creation']
|
Y
| 2
|
UI Interactive Output
| 64
| 3
|
ENG
|
083-AddSportsFixturesToCalendar
|
Open Yahoo Sports app, go to the “Soccer” section and open the “Premier League” fixture list. Identify the next three scheduled league matches. For each match, remember the date and the two teams involved. Open N Calendar app and create three separate events, each titled “[Team A] vs [Team B]”.
|
['Yahoo Sports', 'N calendar']
| 2
|
Y
|
['Sports: Content Navigation', 'Sports: Data Extraction', 'Productivity: Time Management']
|
Y
| 1
|
Action Execution Task
| 45
| 3
|
ENG
|
084-AddSportsFixturesToCalendar
|
Open Yahoo Sports app, go to the “Basketball” section and open the “NBA” schedule. Identify the next three scheduled league games . For each game, remember the date and the two teams involved. Open N Calendar app and create three separate events, each titled “[Team A] vs [Team B]”.
|
['Yahoo Sports', 'N calendar']
| 2
|
Y
|
['Sports: Content Navigation', 'Sports: Data Extraction', 'Productivity: Time Management']
|
Y
| 1
|
Action Execution Task
| 45
| 3
|
ENG
|
085-BuildPCPriceList
|
Open the Amazon app. Search for and remember the price and star rating for these four components: "AMD Ryzen 7 7800X3D", "NVIDIA GeForce RTX 4070 Super", "Corsair Vengeance 32GB DDR5 RAM", and "Samsung 990 Pro 2TB SSD". Then, open the Calculator app and calculate the total cost of all four components. Finally, open the Joplin app, create a note titled "PC Build Cost & Rating", and list each component with its price, rating, and the calculated total cost at the end.
|
['Amazon', 'Calculator', 'joplin']
| 3
|
Y
|
['E-commerce: Product Search', 'Financial Management: Financial Calculation', 'Productivity: Note Taking']
|
Y
| 4
|
UI Interactive Output
| 38
| 2
|
ENG
|
086-BuildPCPriceList
|
Open the Amazon app. Search for and remember the price and star rating for these four components: "Intel Core i9-14900K", "AMD Radeon RX 7900 XTX", "G.Skill Trident Z5 32GB DDR5 RAM", and "WD Black SN850X 4TB SSD". Then, open the Calculator app and calculate the total cost of all four components. Finally, open the Joplin app, create a note titled "High-End PC Parts & Rating", and list each component with its price, rating, and the calculated total cost at the end.
|
['Amazon', 'Calculator', 'joplin']
| 3
|
Y
|
['E-commerce: Product Search', 'E-commerce: Review Analysis', 'Information Retrieval: Data Extraction', 'Financial Management: Financial Calculation', 'Productivity: Note Taking']
|
Y
| 4
|
UI Interactive Output
| 38
| 2
|
ENG
|
087-BuildAndCostPC
|
In the Amazon app, find the price and star rating for four components: "AMD Ryzen 7 7800X3D", "NVIDIA GeForce RTX 4070 Super", "Samsung 990 Pro 2TB SSD", and "Corsair Vengeance 32GB DDR5 RAM". In the Calculator app, calculate the subtotal, then a final total by adding an 8% sales tax. Finally, in the Joplin app, create a note titled "AMD Build Analysis" listing each component with its price and rating, plus the subtotal and final total.
|
['Amazon', 'Calculator', 'joplin']
| 3
|
Y
|
['E-commerce: Product Search', 'Financial Management: Financial Calculation', 'Productivity: Note Taking']
|
Y
| 4
|
UI Interactive Output
| 59
| 3
|
ENG
|
088-BuildAndCostPC
|
In the Amazon app, find the price and star rating for four components: "Intel Core i9-14900K", "NVIDIA GeForce RTX 4090", "WD Black SN850X 4TB SSD", and "G.Skill Trident Z5 64GB DDR5 RAM". In the Calculator app, calculate the subtotal, then a final total by adding an 8% sales tax. Finally, in the Joplin app, create a note titled "Intel Build Analysis" listing each component with its price and rating, plus the subtotal and final total.
|
['Amazon', 'Calculator', 'joplin']
| 3
|
Y
|
['E-commerce: Product Search', 'Information Retrieval: Data Extraction', 'Financial Management: Financial Calculation', 'Productivity: Note Taking']
|
Y
| 4
|
UI Interactive Output
| 59
| 3
|
ENG
|
089-TranslateProductReview
|
In the Amazon app, search for 'Insta360 Ace Pro' and go to its customer reviews section. Read and remember the full original text and the star rating of the top five reviews. Do not use the copy-paste function. Then, in the DeepL Translate app, translate the full text of all five reviews into French. Finally, in the Joplin app, create a note titled "Insta360 Review Analysis". For each of the five reviews, list its original star rating, its original full text, and its French translation.
|
['Amazon', 'DeepL Translate', 'joplin']
| 3
|
Y
|
['E-commerce: Product Search', 'E-commerce: Review Analysis', 'Content Creation: Translation', 'Productivity: Note Taking']
|
Y
| 5
|
UI Interactive Output
| 70
| 3
|
ENG
|
090-TranslateProductReview
|
In the Amazon app, search for 'DJI Mini 4 Pro' and go to its customer reviews section. Read and remember the full original text and the star rating of the top five reviews. Do not use the copy-paste function. Then, in the DeepL Translate app, translate the full text of all five reviews into Russian. Finally, in the Joplin app, create a note titled "DJI Review Analysis". For each of the five reviews, list its original star rating, its original full text, and its Russian translation.
|
['Amazon', 'DeepL Translate', 'joplin']
| 3
|
Y
|
['E-commerce: Product Search', 'E-commerce: Review Analysis', 'Content Creation: Translation', 'Productivity: Note Taking']
|
Y
| 5
|
UI Interactive Output
| 70
| 3
|
ENG
|
091-ResearchAndShareProduct
|
First, in Amazon, find the price and star rating for the 'GoPro HERO12 Black', then find the founding year and founder of 'GoPro' in Wikipedia. Second, repeat this entire process for the 'Insta360 Ace Pro' camera and 'Insta360' company. Finally, send a single message to +8613412345678 containing all eight pieces of collected data for both products.
|
['Amazon', 'Wikipedia', 'messages']
| 3
|
Y
|
['E-commerce: Product Search', 'E-commerce: Multi-App Comparison', 'Information Retrieval: Data Extraction', 'Communication: Messaging']
|
Y
| 4
|
UI Interactive Output
| 32
| 2
|
ENG
|
092-ResearchAndShareProduct
|
First, in Amazon, find the price and star rating for the 'DJI Mini 4 Pro', then find the founding year and founder of 'DJI' in Wikipedia. Second, repeat this entire process for the 'Autel EVO Lite+' drone and 'Autel Robotics' company. Finally, send a single message to +8613487654321 containing all eight pieces of collected data for both products.
|
['Amazon', 'Wikipedia', 'messages']
| 3
|
Y
|
['E-commerce: Product Search', 'E-commerce: Price Comparison', 'Information Retrieval: Data Extraction', 'Information Retrieval: Fact Checking', 'Communication: Data Sharing']
|
Y
| 4
|
UI Interactive Output
| 32
| 2
|
ENG
|
093-MultiAppPriceComparison
|
Search for 'Bose QuietComfort Ultra Headphones' on both the Amazon and Wish apps, remembering the price and currency from each. If the currencies are different, use the bing app to find the exchange rate to compare them. Directly answer with the name of the app, 'Amazon' or 'Wish', where the price is lower.
|
['Amazon', 'Wish', 'bing']
| 3
|
Y
|
['E-commerce: Product Search', 'E-commerce: Price Comparison', 'E-commerce: Multi-App Comparison', 'Information Retrieval: Web Search']
|
Y
| 3
|
Direct Command Output
| 14
| 1
|
ENG
|
094-MultiAppPriceComparison
|
Search for 'iPhone 16 Pro Max' on both the Amazon and Wish apps, remembering the price and currency from each. If the currencies are different, use the bing app to find the exchange rate to compare them. Directly answer with the name of the app, 'Amazon' or 'Wish', where the price is lower.
|
['Amazon', 'Wish', 'bing']
| 3
|
Y
|
['E-commerce: Product Search', 'E-commerce: Price Comparison', 'E-commerce: Multi-App Comparison', 'Information Retrieval: Web Search']
|
Y
| 3
|
Direct Command Output
| 15
| 1
|
ENG
|
095-CheckCompatibilityAndNote
|
Open the Amazon app and search for the 'Intel Core i5-13600K' CPU, remembering its price. Open the bing app and search for "what socket does Intel Core i5-13600K use". Remember the socket type. Return to the Amazon app, search for a motherboard with that socket type, and remember the price of the first result. Finally, open the joplin app, create a note titled "CPU/Mobo Combo", and list the names and prices of the CPU and the compatible motherboard.
|
['Amazon','bing','joplin']
| 3
|
Y
|
['E-commerce: Product Search', 'E-commerce: Compatibility Check', 'E-commerce: Multi-App Comparison', 'Information Retrieval: Web Search', 'Productivity: Note Taking']
|
Y
| 4
|
UI Interactive Output
| 25
| 2
|
ENG
|
096-CheckCompatibilityAndNote
|
Open the Amazon app and search for the 'AMD Ryzen 5 7600X' CPU, remembering its price. Open the bing app and search for "what socket does AMD Ryzen 5 7600X use". Remember the socket type. Return to the Amazon app, search for a motherboard with that socket type, and remember the price of the first result. Finally, open the joplin app, create a note titled "AMD Build Parts", and list the names and prices of the CPU and the compatible motherboard.
|
['Amazon','bing','joplin']
| 3
|
Y
|
['E-commerce: Product Search', 'E-commerce: Compatibility Check', 'E-commerce: Multi-App Comparison', 'Information Retrieval: Web Search', 'Productivity: Note Taking']
|
Y
| 4
|
UI Interactive Output
| 25
| 2
|
ENG
|
097-SummarizeAndTranslateNewsReport
|
In the AP News app, find the top three stories from the 'World' section and the top three from the 'U.S. News' section. For each of the six stories, summarize its first paragraph (~30 words) and translate its headline into German in DeepL Translate app. Then, in the Joplin app, create a note titled "Global News Report" listing the original headline, its summary, and its German translation for all six stories, grouped by section.
|
['AP News', 'DeepL Translate', 'joplin']
| 3
|
Y
|
['Information Retrieval: Data Extraction', 'Content Creation: Text Creation', 'Content Creation: Translation', 'Productivity: Note Taking']
|
Y
| 6
|
UI Interactive Output
| 45
| 3
|
ENG
|
098-SummarizeAndTranslateNewsReport
|
In the AP News app, find the top three stories from the 'Technology' section and the top three from the 'Sports' section. For each of the six stories, summarize its first paragraph (~30 words) and translate its headline into Spanish in DeepL Translate app. Then, in the Joplin app, create a note titled "Tech & Sports Report" listing the original headline, its summary, and its Spanish translation for all six stories, grouped by section.
|
['AP News', 'DeepL Translate', 'joplin']
| 3
|
Y
|
['Sports: Content Navigation', 'Information Retrieval: Data Extraction', 'Content Creation: Text Creation', 'Content Creation: Translation', 'Productivity: Note Taking']
|
Y
| 6
|
UI Interactive Output
| 45
| 3
|
ENG
|
099-FindRentAndMessage
|
In the Apartments.com app, search for 'Chicago, IL' apartments with '2 beds' and 'in-unit laundry'. For the first three results, remember the monthly rent and square footage of each. In the Calculator app, calculate the rent per square foot for all three. Finally, open the messages app and send a message to +8613355556666 identifying the apartment with the best value (lowest rent per sq ft) and stating its calculated value.
|
['Apartments.com Rental Search', 'Calculator', 'messages']
| 3
|
Y
|
['E-commerce: Product Search', 'E-commerce: Filter & Sort', 'Information Retrieval: Data Extraction', 'Financial Management: Financial Calculation', 'Communication: Messaging', 'Communication: Data Sharing']
|
Y
| 3
|
UI Interactive Output
| 39
| 2
|
ENG
|
100-FindRentAndMessage
|
In the Apartments.com app, search for 'Miami, FL' apartments with '2 beds' and 'in-unit laundry'. For the first three results, remember the monthly rent and square footage of each. In the Calculator app, calculate the rent per square foot for all three. Finally, open the messages app and send a message to +8613377778888 identifying the apartment with the best value (lowest rent per sq ft) and stating its calculated value.
|
['Apartments.com Rental Search', 'Calculator', 'messages']
| 3
|
Y
|
['E-commerce: Product Search', 'E-commerce: Filter & Sort', 'Information Retrieval: Data Extraction', 'Financial Management: Financial Calculation', 'Communication: Messaging', 'Communication: Data Sharing', 'Travel & Navigation: Local Search']
|
Y
| 3
|
UI Interactive Output
| 39
| 2
|
ENG
|
End of preview. Expand
in Data Studio
A memory-centric benchmark for evaluating Mobile GUI Agents with 128 tasks across 26 applications.
🚀 Usage
from datasets import load_dataset
# Load full benchmark (128 tasks)
dataset = load_dataset("lgy0404/MemGUI-Bench", split="full")
# Load mini subset (40 tasks) for quick testing
dataset_mini = load_dataset("lgy0404/MemGUI-Bench", split="mini")
📊 Dataset Structure
| Split | Tasks | Description |
|---|---|---|
full |
128 | Complete benchmark |
mini |
40 | Quick testing subset |
Fields
| Field | Description |
|---|---|
task_identifier |
Unique task ID |
task_description |
Natural language instruction |
task_app |
Required app(s) |
num_apps |
Number of apps involved |
requires_ui_memory |
Whether task requires memory |
task_difficulty |
Difficulty level (1-3) |
golden_steps |
Reference step count |
📝 Citation
@misc{liu2026memguibenchbenchmarkingmemorymobile,
title={MemGUI-Bench: Benchmarking Memory of Mobile GUI Agents in Dynamic Environments},
author={Guangyi Liu and Pengxiang Zhao and Yaozhen Liang and Qinyi Luo and Shunye Tang and Yuxiang Chai and Weifeng Lin and Han Xiao and WenHao Wang and Siheng Chen and Zhengxi Lu and Gao Wu and Hao Wang and Liang Liu and Yong Liu},
year={2026},
eprint={2602.06075},
archivePrefix={arXiv},
primaryClass={cs.DC},
url={https://arxiv.org/abs/2602.06075},
}
📧 Contact
For questions, issues, or collaborations, please contact: guangyiliu@zju.edu.cn
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