OfficerChul/gemma-3n-E2B-it-Android-Control-84k
Image-Text-to-Text
•
5B
•
Updated
•
153
•
2
Datasets:
Dataset Viewer
messages
listlengths 3
3
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listlengths 1
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[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Type I want to know more about your cancellation policies.",
"role": "user"
},
{
"content": "{\"action_type\": \"input_text\", \"text\": \"I want to know more about your cancellation policies.\"}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_6984_step_007.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Type 1000",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 135, \"y\": 1892}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_17043_step_004.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Click on the correct icon",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 983, \"y\": 1353}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_20002_step_007.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Swipe up for more details",
"role": "user"
},
{
"content": "{\"action_type\": \"scroll\", \"direction\": \"down\"}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_15481_step_001.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Type Mechanical engineering projects in the search bar to search for the arts.",
"role": "user"
},
{
"content": "{\"action_type\": \"input_text\", \"text\": \"Mechanical engineering projects\"}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_18645_step_003.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>enter the item name Christmas jigsaw puzzle ",
"role": "user"
},
{
"content": "{\"action_type\": \"input_text\", \"text\": \"Christmas jigsaw puzzle\"}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_16645_step_002.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Click on the Add option on the screen.",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 929, \"y\": 645}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_1539_step_000.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Click on the heart icon at the top right of the screen",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 1016, \"y\": 189}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_19920_step_000.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Click on body position ",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 703, \"y\": 1511}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_19625_step_003.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Click on the Stylogue Men's Multicolor Round Neck T-shirts",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 816, \"y\": 1171}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_15465_step_001.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Open the Contacts app.",
"role": "user"
},
{
"content": "{\"action_type\": \"open_app\", \"app_name\": \"Contacts\"}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_8215_step_000.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Click on the Cerebra research mail",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 571, \"y\": 1554}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_6313_step_001.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Click on the share icon at the top right corner of the screen",
"role": "user"
},
{
"content": "{\"action_type\": \"wait\"}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_8425_step_002.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Click on the three lines on the left side of the corner.",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 73, \"y\": 209}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_18314_step_002.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Click on the Jumping rope option at the top left side of the screen",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 539, \"y\": 638}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_19676_step_006.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>open the Voice Recorder app",
"role": "user"
},
{
"content": "{\"action_type\": \"open_app\", \"app_name\": \"Voice Recorder\"}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_13846_step_000.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Click on the Tab Search tab at the bottom.",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 540, \"y\": 1012}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_18950_step_012.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Open the myTuner app.",
"role": "user"
},
{
"content": "{\"action_type\": \"open_app\", \"app_name\": \"myTuner Radio, Podcasts, Music, Songs, News\"}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_547_step_000.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Swipe up to checkout the menu",
"role": "user"
},
{
"content": "{\"action_type\": \"scroll\", \"direction\": \"down\"}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_10982_step_009.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Tap on the filter option",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 960, \"y\": 388}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_12573_step_000.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Tap on the add to cart button",
"role": "user"
},
{
"content": "{\"action_type\": \"wait\"}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_16819_step_005.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Click on the record button",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 539, \"y\": 1420}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_5566_step_001.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Open the Decathlon app.",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 1009, \"y\": 1452}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_17880_step_002.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Type amazon sued us for prime tricks in the search bar",
"role": "user"
},
{
"content": "{\"action_type\": \"input_text\", \"text\": \"Amazon sued us for prime tricks \"}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_13885_step_004.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Louis Philippe blue shirt looks good, compare this shirt with similar shirts.",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 810, \"y\": 693}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_10431_step_005.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Click on the French language ",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 792, \"y\": 1519}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_2819_step_005.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Click on the Radar & Maps button on the bottom right of the screen",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 945, \"y\": 2263}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_1494_step_001.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Click on the Outbound option",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 440, \"y\": 856}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_5496_step_008.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Click on the test section",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 945, \"y\": 468}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_2664_step_001.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Click on the cart icon at the top right of the screen.",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 954, \"y\": 199}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_15407_step_000.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Click on the first icon in the front of Results at the top of the screen.",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 927, \"y\": 325}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_9796_step_000.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>open the Goibibo app",
"role": "user"
},
{
"content": "{\"action_type\": \"wait\"}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_1229_step_001.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Search for nike hiking shoes for men",
"role": "user"
},
{
"content": "{\"action_type\": \"input_text\", \"text\": \"nike hiking shoes for men\"}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_11260_step_002.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Scroll up to view the 45 age",
"role": "user"
},
{
"content": "{\"action_type\": \"scroll\", \"direction\": \"down\"}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_1652_step_008.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Click on the Autoplay Videos on the top of the screen.",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 533, \"y\": 562}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_20016_step_002.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>click on active reminder",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 296, \"y\": 2273}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_9376_step_000.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Click on the Messier Objects option to view the Crab Nebula object.",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 273, \"y\": 1113}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_5185_step_002.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Select the second option ",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 992, \"y\": 744}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_19542_step_003.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Click on the first search result.",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 592, \"y\": 356}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_5776_step_005.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Open IKEA App",
"role": "user"
},
{
"content": "{\"action_type\": \"open_app\", \"app_name\": \"IKEA\"}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_8038_step_000.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Click on the tick icon on the screen.",
"role": "user"
},
{
"content": "{\"action_type\": \"wait\"}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_15363_step_003.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Click on the compare button below the Mallium wood table.",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 273, \"y\": 1250}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_10944_step_001.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Open the To -do list app.",
"role": "user"
},
{
"content": "{\"action_type\": \"open_app\", \"app_name\": \"To-do List\"}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_1879_step_000.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Click on the search button in the keyboard",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 994, \"y\": 2158}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_11790_step_004.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Open sidechef app",
"role": "user"
},
{
"content": "{\"action_type\": \"open_app\", \"app_name\": \"SideChef\"}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_6922_step_000.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Click on DONE option",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 842, \"y\": 1770}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_12540_step_011.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>open the tab \"Algebra 1\".",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 602, \"y\": 890}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_3995_step_003.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>click on the search icon",
"role": "user"
},
{
"content": "{\"action_type\": \"wait\"}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_7045_step_005.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Click on the arrow icon at the top left corner of the screen.",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 68, \"y\": 202}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_9521_step_000.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Enter the number, 9359323867.",
"role": "user"
},
{
"content": "{\"action_type\": \"input_text\", \"text\": \"9359323867\"}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_19898_step_004.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Click on the Folder tab in the first row of the list shown below.",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 180, \"y\": 1871}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_4634_step_001.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Swipe up ",
"role": "user"
},
{
"content": "{\"action_type\": \"scroll\", \"direction\": \"down\"}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_9904_step_015.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Click on the first suggested result in the list",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 542, \"y\": 311}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_8356_step_003.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Click on the Start learning button at the bottom",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 539, \"y\": 2052}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_1802_step_002.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Click on the I understand button at the bottom of the screen",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 540, \"y\": 2237}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_15368_step_018.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>click on the first video on the list",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 682, \"y\": 761}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_15546_step_009.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Click on the laptop option on the screen.",
"role": "user"
},
{
"content": "{\"action_type\": \"wait\"}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_16391_step_003.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>click on the add recipient ",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 317, \"y\": 643}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_14491_step_004.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Open the games & Puzzles section",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 640, \"y\": 618}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_84_step_002.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>swipe up",
"role": "user"
},
{
"content": "{\"action_type\": \"scroll\", \"direction\": \"down\"}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_10020_step_004.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Click on the Add to bag tab of the screen ",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 824, \"y\": 2222}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_10307_step_007.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Click on the Nike shoes on the screen.",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 146, \"y\": 377}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_1402_step_003.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>swipe up to see Mesh material",
"role": "user"
},
{
"content": "{\"action_type\": \"scroll\", \"direction\": \"down\"}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_15871_step_003.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Click on the tab Style.",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 110, \"y\": 995}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_5404_step_000.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Click on adilette option",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 670, \"y\": 642}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_7882_step_002.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Select first searched result",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 300, \"y\": 555}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_4086_step_006.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Click on apply icon at the bottom right of the screen",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 810, \"y\": 2263}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_2834_step_003.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Click on the Heart icon at the top right corner of the screen to save this property",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 704, \"y\": 186}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_11205_step_000.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Click on the first option at the top of the screen.",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 331, \"y\": 332}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_7935_step_004.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Click on 1 below 4",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 264, \"y\": 1351}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_6336_step_008.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Click on the plus icon of the Adults",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 975, \"y\": 346}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_14803_step_014.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Click on the notification button.",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 962, \"y\": 1324}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_5147_step_002.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Type Asian shoes in the text field.",
"role": "user"
},
{
"content": "{\"action_type\": \"input_text\", \"text\": \"asian shoes\"}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_7476_step_002.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Go Back to previous page.",
"role": "user"
},
{
"content": "{\"action_type\": \"navigate_back\"}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_409_step_000.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Click on add to shopping list",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 582, \"y\": 1349}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_4952_step_001.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Open Cafeyn app",
"role": "user"
},
{
"content": "{\"action_type\": \"open_app\", \"app_name\": \"Cafeyn\"}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_18087_step_000.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>click on the clock section at the bottom of the screen ",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 324, \"y\": 2232}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_14866_step_000.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>go back to the previous page",
"role": "user"
},
{
"content": "{\"action_type\": \"navigate_back\"}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_13143_step_000.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Swipe up to view more details",
"role": "user"
},
{
"content": "{\"action_type\": \"scroll\", \"direction\": \"down\"}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_12365_step_003.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>click vertical three dots icon on the second option ( speech) at the screen ",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 1027, \"y\": 678}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_14704_step_001.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Click on the first resulted mail id",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 393, \"y\": 698}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_19942_step_003.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Click on the Gmail.com option.",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 120, \"y\": 2165}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_16551_step_002.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Open the Lifestyle app.",
"role": "user"
},
{
"content": "{\"action_type\": \"open_app\", \"app_name\": \"Lifestyle\"}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_3838_step_000.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Enable the mist notification",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 539, \"y\": 1497}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_1930_step_014.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Click on the search result",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 624, \"y\": 444}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_18020_step_003.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Click on the search icon ",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 433, \"y\": 214}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_1542_step_002.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>search for Indian food",
"role": "user"
},
{
"content": "{\"action_type\": \"input_text\", \"text\": \"Indian Food\"}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_4216_step_002.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Click on the Plus icon",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 958, \"y\": 2218}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_14802_step_002.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Open booking.com app",
"role": "user"
},
{
"content": "{\"action_type\": \"open_app\", \"app_name\": \"Booking.com\"}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_13481_step_000.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Click on the add to home screen button",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 821, \"y\": 2252}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_15820_step_002.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Click on search.",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 540, \"y\": 1301}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_622_step_010.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Tap on the plus button of track your exercise",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 953, \"y\": 1650}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_3698_step_001.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Click on the gmail icon",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 133, \"y\": 2119}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_12662_step_006.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>scroll down",
"role": "user"
},
{
"content": "{\"action_type\": \"scroll\", \"direction\": \"down\"}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_17096_step_010.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Click on the Gmail app icon to select the Gmail app",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 133, \"y\": 2119}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_7383_step_003.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Choose Email for sharing the form",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 597, \"y\": 2119}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_9556_step_004.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Click on the Departing From tab.",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 539, \"y\": 462}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_1466_step_003.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>select office chairs under sub-category section",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 751, \"y\": 609}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_13318_step_002.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>open the Contacts app",
"role": "user"
},
{
"content": "{\"action_type\": \"open_app\", \"app_name\": \"Contacts\"}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_11604_step_000.png"
] |
[
{
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction.",
"role": "system"
},
{
"content": "<image>Click on the search button at the bottom of the screen",
"role": "user"
},
{
"content": "{\"action_type\": \"click\", \"x\": 539, \"y\": 2211}",
"role": "assistant"
}
] |
[
"and_ctrl/out_episode_15446_step_012.png"
] |
End of preview. Expand
in Data Studio
Android Control Dataset
Overview
This directory contains two dataset files (and_ctrl_train.json and and_ctrl_test.json) derived from the Android Control project by Google Research. These datasets have been formatted specifically for GUI grounding training in LLaMA-Factory.
Dataset Description
The Android Control dataset consists of episodes where each episode contains multiple steps. Each step includes:
- Step instructions: Natural language instructions for UI interactions
- Actions: The type of action to perform (click, scroll, input text, etc.)
- Coordinates: Precise x, y coordinates for the action
The data has been extracted and formatted to train models for mobile UI understanding and interaction tasks.
Files
and_ctrl_train.json: Training datasetand_ctrl_test.json: Test/evaluation datasetdownload_android_control.ipynb: Jupyter notebook for downloading images and processing the original data
Data Format
Each entry in the JSON files follows the LLaMA-Factory conversation format:
{
"messages": [
{
"role": "system",
"content": "You are a helpful assistant that can identify what action to perform on mobile UI Screenshot given the user instruction."
},
{
"role": "user",
"content": "<image>Click on the Recording 2"
},
{
"role": "assistant",
"content": "{\"action_type\": \"click\", \"x\": 561, \"y\": 535}"
}
],
"images": ["and_ctrl/out_episode_18557_step_001.png"]
}
Setup Instructions
To use these datasets in LLaMA-Factory:
Create the image directory:
mkdir -p data/and_ctrlDownload images: Run the provided
download_android_control.ipynbnotebook to download and process the original images. The notebook will:- Download TFRecord files from Google Storage (
gs://gresearch/android_control/) - Extract images and save them directly to
and_ctrl/directory - Automatically organize images with the naming convention:
out_episode_{episode_id}_step_{step_number}.png - Generate an
and_ctrl.jsonfile with the processed data
- Download TFRecord files from Google Storage (
Dataset files:
- Images: Stored in
data/and_ctrl/folder - Training dataset:
and_ctrl_train.jsonindata/datasets/ - Test dataset:
and_ctrl_test.jsonindata/datasets/
- Images: Stored in
Dataset Statistics
Total samples: Train: 82,944 | Test: 904
| Action Type | Train | Test |
|---|---|---|
| click | 51,793 (62.44%) | 125 (13.83%) |
| scroll | 11,005 (13.27%) | 125 (13.83%) |
| input_text | 5,966 (7.19%) | 125 (13.83%) |
| wait | 5,657 (6.82%) | 125 (13.83%) |
| open_app | 5,572 (6.72%) | 125 (13.83%) |
| navigate_back | 2,909 (3.51%) | 125 (13.83%) |
| long_press | 42 (0.05%) | 125 (13.83%) |
| navigate_home | 0 (0.00%) | 29 (3.21%) |
Note: The training dataset shows a natural distribution with click actions being dominant (62.44%), while the test dataset is intentionally balanced with most action types having equal representation (~13.83% each). The navigate_home action appears only in the test set.
Training Usage
These datasets are specifically formatted for training multimodal language models to:
- Understand mobile UI screenshots
- Ground natural language instructions to specific UI elements
- Generate precise action coordinates for UI automation
- Learn mobile app interaction patterns
Source and Attribution
Original dataset: Google Research Android Control
The Android Control dataset was created by Google Research for advancing mobile UI understanding and automation research.
License
This dataset is derived from Google Research's Android Control dataset, which is licensed under the Apache License 2.0. The reformatted version for LLaMA-Factory maintains the same Apache 2.0 license terms.
Copyright for the original dataset belongs to Google LLC. Any modifications or reformatting for LLaMA-Factory compatibility are also provided under Apache License 2.0.
Notes
- The images are referenced with relative paths starting with
and_ctrl/ - Each action includes the action type and necessary parameters (coordinates, text, direction, etc.)
- The test set can be used for evaluating model performance on unseen mobile UI interactions
- Downloads last month
- 64
Size of downloaded dataset files:
43.1 MB
Size of the auto-converted Parquet files:
3.58 MB
Number of rows:
83,848