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Datasets:
agent-studio
/
IDM-Multiple

Tasks:
Visual Question Answering
Modalities:
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Formats:
parquet
Languages:
English
Size:
< 1K
Libraries:
Datasets
Dask
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instruction
stringlengths
12
365
annotation_id
stringlengths
20
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actions
sequence
source
stringclasses
12 values
platform
stringclasses
3 values
action_space
sequencelengths
3
11
is_success
bool
2 classes
open app "YouTube Kids" (install if not already installed) and go to login screen
803558926902382084:4
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"metadata": [ { "repr": "click PLAY", "text": null }, { "repr": "click PLAY", "text": null }, { "repr": "click MAGNIFYING GLASS", "text": null }, { "repr": "click X", "text": null }, { "repr": "type YouTube Kids", "text": "YouTube Kids" } ] }
aitw_install
mobile
[ "scroll up", "status task complete", "click", "press enter", "scroll right", "scroll left", "type", "scroll down", "press back", "press home" ]
false
What's the latest video from IGN?
10847283806857230253:9
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What's the latest video from GameSpot Reviews?
11657522768156772616:2
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open app "Microsoft Excel" (install if not already installed)
13179584194031518607:1
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Search for razer naga on ebay, select the first entry, add it to the cart, then select checkout.
4586165339915120203:5
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Add logitech g pro to the cart on newegg.com
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Search for razer thresher on amazon, select the first entry, add it to the cart, then select checkout.
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false
What's a good restaurant in Phoenix?
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aitw_install
mobile
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true
Play the new Taylor Swift video on YouTube
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aitw_general
mobile
[ "scroll up", "status task complete", "click", "press enter", "scroll right", "scroll left", "type", "scroll down", "press back", "press home" ]
false
install app "Expedia: Hotels, Flights & Car"
15383151622903431978:2
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aitw_install
mobile
[ "scroll up", "status task complete", "click", "press enter", "scroll right", "scroll left", "type", "scroll down", "press back", "press home" ]
false
What's on my calendar today?
8750673069275507860:3
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"https://datasets-server.huggingface.co/assets/agent-studio/IDM-Multiple/--/0835ec7df97e6b092dd10ad9ce6bb91f8cc029c9/--/default/train/11/actions/image-2f2d0530.jpg?Expires=1731238215&Signature=n-12NWnbkJOwdcF4oimnnfHb2mtA8CKP32RSM1v-dXZK2r3tBldia-R51S~1LfnTCic2AdVXmtjThJdmKnr6tEZuiD24kYYhLzqCotYOjBxrHpREOgX9gV6CV50aNHaGtX~lEdd~6UGVDlYUbRYekBWhXm0oBZRaoUK5LkJdSCCK9eC8s45KlkwSEwpeozlSWHGVdQm62eMJt9-hK23pmFvGFYqU7Q4aVNiTxF0vlgN60u5E5veWbYRHooTlMo7JF6zZBE1jzSqShQc25UuBeUW5aey~s3WzsJ8KNqysHETerbUTHgHJfNYmEdUyR-2dLXGRfqqPnFI~sCqk4nQnZA__&Key-Pair-Id=K3EI6M078Z3AC3", "height": 1140, "width": 540 }, { "src": "https://datasets-server.huggingface.co/assets/agent-studio/IDM-Multiple/--/0835ec7df97e6b092dd10ad9ce6bb91f8cc029c9/--/default/train/11/actions/image-2f2f0531.jpg?Expires=1731238215&Signature=rQ8cDMj7R1k5hICHx1ork4mMRloRU2-mPxGUZw~LSJLmfsYZK4ZXnUn5AfHWKR319cHXSx9SC0qdKq4WLH2MDXfFhlo~p6WWNQ-LXFK8cxy6VFn-pOR48C5---0sCy~UFIGtVx5at4jELNDcbH~9YpfZLLzsas~hLaQ73ZgED61ZBX-CcwY54OLyxlBAiXhTs-qlxR0F~FavfTAC4Aa1wciAeFbTq62aWGEjs8fkymK8faF6vwlGLd3x7Y5VIpjjTWQkxKpYe5ru7FicSkdZyAdGJLZUJvVxWe3VWg0MD9OZm3Z06LOL2KvEDsOz9Meww0x1vBxiOF~dZkqL~gCe6A__&Key-Pair-Id=K3EI6M078Z3AC3", "height": 1140, "width": 540 } ], "operation": [ "scroll down", "scroll down", "click", "click" ], "bbox": [ null, null, { "x": 0.8759999871253967, "y": 0.1979999989271164, "width": 1, "height": 1 }, { "x": 0.9160000085830688, "y": 0.9039999842643738, "width": 1, "height": 1 } ], "metadata": [ { "repr": "scroll down", "text": null }, { "repr": "scroll down", "text": null }, { "repr": "click 18", "text": null }, { "repr": "click V FORWARD", "text": null } ] }
aitw_install
mobile
[ "scroll up", "status task complete", "click", "press enter", "scroll right", "scroll left", "type", "scroll down", "press back", "press home" ]
false
open app "Move to iOS" (install if not already installed), go to login, and select forgot password
17978225801150197469:3
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"https://datasets-server.huggingface.co/assets/agent-studio/IDM-Multiple/--/0835ec7df97e6b092dd10ad9ce6bb91f8cc029c9/--/default/train/12/actions/image-35930592.jpg?Expires=1731238215&Signature=LxzMIWVeopjSZJR~xD5lb9KzdDiVkiSl~l0CpIYqyY4AgAiRTeEbGW3HmrXWYYCv1CIH293evI-0g7yRXoi4vbALnn2fpCCY9vmJClIR~O81FdUkR~XEVo6pUWelftAtHQUvTjbxs~fUaAp~KnaOZCQJOAzfTLHZyiPLbkYblTkvWHhTNzN6BbCc8XzzzVXU6QQ08XNezvGDeyb7XUa0e3jl2MhrNvB5fnYbssCTPWExj2EACw7jiteRXOpo5u~HEQMQYJgKWOJ1s~pZOQ~W85pj~18cu0V2nvu0u-cr2XXxpai8Qynb3cR5bdW6De~ZIpUoMfrbQgBQeV01Ab8OoA__&Key-Pair-Id=K3EI6M078Z3AC3", "height": 600, "width": 270 } ], "obs_after": [ { "src": "https://datasets-server.huggingface.co/assets/agent-studio/IDM-Multiple/--/0835ec7df97e6b092dd10ad9ce6bb91f8cc029c9/--/default/train/12/actions/image-2f29052e.jpg?Expires=1731238215&Signature=JRu9iV4mk35zufo4CKgXsGHiXZ0ZlMoiiu3XdgmSVmgpNn2YOH8ipknjy9FHqICHDYPj1eouPrjcQY0Ft0yy65nOoCn6uJ2cFWaWcPxQsAAhnzw0kffdAyeQvs0JsbcoX~jk~CR1QpPDcTed2tpL9COOV4ZP5uJMRl7VgCqtxxtPNm7p0Nl2kINEMyiXYqfVJvA78TgyRmEPBUWJh7pa4JLUQgLPrORn7Z72XhmEKdtQfLcd1g8TuEH3BzH1pjfFyghDXrhVIYcOx9BlfUTUE9YyhxW1UJaM6CxL8yww4b8SFrnY2aD3Zdvkg9eXkDuDyLiV6cM0XNHHoLT~VTAf5Q__&Key-Pair-Id=K3EI6M078Z3AC3", "height": 600, "width": 270 }, { "src": 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"https://datasets-server.huggingface.co/assets/agent-studio/IDM-Multiple/--/0835ec7df97e6b092dd10ad9ce6bb91f8cc029c9/--/default/train/12/actions/image-2f2f0531.jpg?Expires=1731238215&Signature=GXmRD79E443gqKi5uTilxrUHiCPPAvHkRAkI4z-8aEXBwEhHCNSYn0q5ZWI3AUDDP2zVI4IJl0lxKMsWzqQC5v0y9EIv1uso0vKKJdKFZApfI7MiGsx16FgFvkz4VBMUhTgQnFzMCaJe9UZqQjahvkbReIQvJXd-Elht-mcH4U1cpebnnizzh~NIg6kJz6kLZi5VUtYf2n0hUHBewKQmuYQYX58i8sAvX1dLE6UFeAxGGxiWBSVPVMBEf~D7gWi0R-7Rf51XyVBVOkzQTzjssVG5MLXH6D-3~MIGbSQ8w-6NS3wDqUCZjc33RP8H8oJUPnLjr79CxGZkh7Hk3lC51w__&Key-Pair-Id=K3EI6M078Z3AC3", "height": 600, "width": 270 } ], "operation": [ "click", "type", "click", "click" ], "bbox": [ { "x": 0.8339999914169312, "y": 0.052000001072883606, "width": 1, "height": 1 }, null, { "x": 0.2639999985694885, "y": 0.12200000137090683, "width": 1, "height": 1 }, { "x": 0.44600000977516174, "y": 0.29100000858306885, "width": 1, "height": 1 } ], "metadata": [ { "repr": "click MAGNIFYING GLASS", "text": null }, { "repr": "type Move to iOS", "text": "Move to iOS" }, { "repr": "click Move to iDs", "text": null }, { "repr": "click Install", "text": null } ] }
aitw_install
mobile
[ "scroll up", "status task complete", "click", "press enter", "scroll right", "scroll left", "type", "scroll down", "press back", "press home" ]
false
How do I get to the nearest Walmart?
11184818665648255045:1
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aitw_general
mobile
[ "scroll up", "status task complete", "click", "press enter", "scroll right", "scroll left", "type", "scroll down", "press back", "press home" ]
false
toggle notification dots
3994690000547576691:4
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aitw_install
mobile
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false
Empty the shopping cart on newegg. Search for apple airpods pro on newegg, select the first entry, add it to the cart, then select checkout.
17041687441213171098:1
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aitw_webshopping
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What's the latest video from Gameranx?
9451530709378413175:5
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What's the price of the Samsung TV?
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aitw_general
mobile
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true
Where can I buy a nice beach tote?
17402805884294660800:1
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Add razer blade to the cart on walmart.com, then select checkout.
3482973788204617831:2
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aitw_webshopping
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Add razer huntsman to the cart on target
17719956408761839149:2
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Add "razer blade" to the cart on ebay
16520207654287635771:1
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aitw_webshopping
mobile
[ "scroll up", "status task complete", "click", "press enter", "scroll right", "scroll left", "type", "scroll down", "press back", "press home" ]
false
open app "Life360: Find Family & Friends" (install if not already installed)
2484917178072700441:3
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"https://datasets-server.huggingface.co/assets/agent-studio/IDM-Multiple/--/0835ec7df97e6b092dd10ad9ce6bb91f8cc029c9/--/default/train/22/actions/image-2f2d0530.jpg?Expires=1731238215&Signature=zFAAmBQFKYGuCJy4zYDl9co1rQc~Z2zBXm4SsQjhGbMbWL8UEYFM~QK9-5gZbhG4VYFjk7S6gtEsvLxXmy80r0a2kfHNLl4uxBBQzQXOnehKLQGv8a4R1zHOLj~utQfQkpDKwgC7X9y58YwbUhcIb5D2jAoEDYvi0vm6K3f5cN9L0BMDyjb-Iqk2scOGvTyvvLhlWLE1W9VWoTEn6~~Eou76sVBetOLd3YLV4xevXdDy3P3ifN4hUijmwGSOLZ9Af7Sc6c2CeieAtZ7zgFCliM4AbNWd52l-pD~p9xtCqF11HE6Dc3waDfdtpIVCG43k3eoNFazZacOIVb2iCfcVgQ__&Key-Pair-Id=K3EI6M078Z3AC3", "height": 1170, "width": 540 }, { "src": 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"text": null }, { "repr": "click ARROW BACKWARD", "text": null }, { "repr": "click Search for apps &...", "text": null } ] }
aitw_install
mobile
[ "scroll up", "status task complete", "click", "press enter", "scroll right", "scroll left", "type", "scroll down", "press back", "press home" ]
false
What time is it in London?
3667157660476747738:2
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aitw_general
mobile
[ "scroll up", "status task complete", "click", "press enter", "scroll right", "scroll left", "type", "scroll down", "press back", "press home" ]
true
open app "Spotify: Music and Podcasts" (install if not already installed), go to login, and select forgot password
3875078336810079703:7
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aitw_install
mobile
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false
Clear the shopping cart on amazon. Search for razer blade on amazon, select the first entry, add it to the cart, then select checkout.
981768946366801710:7
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0.4359999895095825, "width": 1, "height": 1 }, null ], "metadata": [ { "repr": "press back", "text": null }, { "repr": "click 17", "text": null }, { "repr": "scroll down", "text": null }, { "repr": "click PERSON", "text": null }, { "repr": "click PLUS", "text": null }, { "repr": "click First name", "text": null }, { "repr": "type fbbf", "text": "fbbf" } ] }
aitw_install
mobile
[ "scroll up", "status task complete", "click", "press enter", "scroll right", "scroll left", "type", "scroll down", "press back", "press home" ]
false
uninstall "Spotify: Music and Podcasts"
6617324784273834109:1
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aitw_install
mobile
[ "scroll up", "status task complete", "click", "press enter", "scroll right", "scroll left", "type", "scroll down", "press back", "press home" ]
false
open app "Lyft - Rideshare, Bikes, Scooters & Transit"
4014939599908492923:8
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aitw_install
mobile
[ "scroll up", "status task complete", "click", "press enter", "scroll right", "scroll left", "type", "scroll down", "press back", "press home" ]
false
open app "Move to iOS" (install if not already installed), go to login, and select forgot password
17978225801150197469:2
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aitw_install
mobile
[ "scroll up", "status task complete", "click", "press enter", "scroll right", "scroll left", "type", "scroll down", "press back", "press home" ]
false
Search for alienware area 51 on newegg, select the first entry, add it to the cart, then select checkout.
5003359553674569097:4
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aitw_webshopping
mobile
[ "scroll up", "status task complete", "click", "press enter", "scroll right", "scroll left", "type", "scroll down", "press back", "press home" ]
false
Add razer blade to the cart on walmart.com, then select checkout.
3482973788204617831:9
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0.4350000023841858, "y": 0.28299999237060547, "width": 1, "height": 1 }, null, { "x": 0.20499999821186066, "y": 0.2370000034570694, "width": 1, "height": 1 }, null, null ], "metadata": [ { "repr": "press home", "text": null }, { "repr": "click 90", "text": null }, { "repr": "click bestbuy.com/identity/signin?tc", "text": null }, { "repr": "type walmart.com", "text": "walmart.com" }, { "repr": "click walmart.com", "text": null }, { "repr": "click Search", "text": null }, { "repr": "type razer blade", "text": " razer blade" }, { "repr": "click razer blade 15", "text": null }, { "repr": "scroll down", "text": null }, { "repr": "scroll down", "text": null } ] }
aitw_webshopping
mobile
[ "scroll up", "status task complete", "click", "press enter", "scroll right", "scroll left", "type", "scroll down", "press back", "press home" ]
false
Clear the cart on walmart. Add razer nari to the cart on walmart, then select checkout.
16107840053162730337:13
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"height": 1 }, null, { "x": 0.49300000071525574, "y": 0.09300000220537186, "width": 1, "height": 1 }, { "x": 0.4830000102519989, "y": 0.13199999928474426, "width": 1, "height": 1 }, { "x": 0.35499998927116394, "y": 0.4230000078678131, "width": 1, "height": 1 }, { "x": 0.6129999756813049, "y": 0.13300000131130219, "width": 1, "height": 1 }, null, { "x": 0.40799999237060547, "y": 0.2460000067949295, "width": 1, "height": 1 }, { "x": 0.7300000190734863, "y": 0.6650000214576721, "width": 1, "height": 1 }, { "x": 0.9350000023841858, "y": 0.12800000607967377, "width": 1, "height": 1 } ], "metadata": [ { "repr": "press home", "text": null }, { "repr": "scroll down", "text": null }, { "repr": "click GOOGLE", "text": null }, { "repr": "click Shopping", "text": null }, { "repr": "click X", "text": null }, { "repr": "type walmart", "text": "walmart" }, { "repr": "click walmart", "text": null }, { "repr": "click Walmart", "text": null }, { "repr": "click Walmart - Official Site -Walmarta", "text": null }, { "repr": "click Search everything at WalQ", "text": null }, { "repr": "type razer nari", "text": "razer nari" }, { "repr": "click ultimate", "text": null }, { "repr": "click + Add", "text": null }, { "repr": "click SHOPPING CART", "text": null } ] }
aitw_webshopping
mobile
[ "scroll up", "status task complete", "click", "press enter", "scroll right", "scroll left", "type", "scroll down", "press back", "press home" ]
false
open app "Instagram" (install if not already installed) and enter user name: "[email protected]" and password: "foraging"
6540001190252127299:12
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aitw_install
mobile
[ "scroll up", "status task complete", "click", "press enter", "scroll right", "scroll left", "type", "scroll down", "press back", "press home" ]
false
Search for razer naga on ebay, select the first entry, add it to the cart, then select checkout.
4586165339915120203:18
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aitw_webshopping
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true
change notification settings in the gmail app
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aitw_googleapps
mobile
[ "scroll up", "status task complete", "click", "press enter", "scroll right", "scroll left", "type", "scroll down", "press back", "press home" ]
false
Install the Pandora app
14539358585900978585:5
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false
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false
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aitw_googleapps
mobile
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true
Enter in the costco search bar: search for bose soundlink
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aitw_single
mobile
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true
open app "Viber Messenger"
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Empty the shopping cart on newegg. Search for apple airpods pro on newegg, select the first entry, add it to the cart, then select checkout.
17041687441213171098:4
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"metadata": [ { "repr": "click Fhctas", "text": null }, { "repr": "click CHAT", "text": null }, { "repr": "click amazon.com'ap/signin?_erncoxting=l", "text": null }, { "repr": "type newegg", "text": "newegg" }, { "repr": "click ciie relail compary", "text": null } ] }
aitw_webshopping
mobile
[ "scroll up", "status task complete", "click", "press enter", "scroll right", "scroll left", "type", "scroll down", "press back", "press home" ]
false
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IDM-Multiple

IDM-Multiple is part of the IDMBench in AgentStudio for evaluating agent's ability to learn from Internet-scale videos without action labels. Specifically, this dataset requires VLMs to answer an action sequence within a video clip of screen recoding. Please note that this dataset is a test set rather than a training set. Therefore, please do not use it for training. More details are provided in the project page.

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