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Datasets:
agent-studio
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IDM-Multiple

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Visual Question Answering
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parquet
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English
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< 1K
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Dask
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stringlengths
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platform
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3 values
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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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What's a good restaurant in Phoenix?
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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/--/06b5b3877e12139a36e2f0b9362ebd1a7f147f19/--/default/train/11/actions/image-2f2d0530.jpg?Expires=1770214558&Signature=nEy-h7E5lNFqM37sxRxk1YpcUxhRkEpULSNOsscxYPS~rZmIn3G0qYL1~sDBBFDKvopsqedXFBMHFt5nr~G5iKvIirLWDw--Vn15N2qlhQhhzGD5iTLdkGDj6v65V3VU299FREiI2MNnYE1b2-L2ZY-WIo~NgHU71IIuI9UUaMahwPsk02KldHx7x~kLgAGElrYmhgMyDDa2NDwebY-Ne~ztj0Z6UaBwK0LKkOlXGq5RzUccXlZya8ICmBUpUPCmRYvw14jYnm8RylJj1yIHJFU0iyvf2A5qM-1eZc1UF4XlJxKfPnQxxeKdfM5ts5hnmoZ6K2RAjP9GqrgGYxoIJA__&Key-Pair-Id=K3EI6M078Z3AC3", "height": 1140, "width": 540 }, { "src": "https://datasets-server.huggingface.co/assets/agent-studio/IDM-Multiple/--/06b5b3877e12139a36e2f0b9362ebd1a7f147f19/--/default/train/11/actions/image-2f2f0531.jpg?Expires=1770214558&Signature=i4F9d7SmTt0CMZW8z6bWVuImjffotBf8l8uERLXGIiX-8jys8~CpJSq~hxgbLoDEarlxMh0VX1u4x5J-zH6hGvj0Jpv9xdTQfJtjplEyosPF81BaQYmHOBh~5c9j~1D~DQUx1bjL~5F7M4xHXDkIBwse7n0UrQtQsjcQPhEKThVjhuf~A7O4KAbLxdwwo1Kndlcd0F2vMM6BEjKAVlH1Cn4YkPt05c65NHt3ZGiDKAOm1JfEwc8Qoz9wUWKaldEfkjrZpuvBU6nitAicGMXD77CNT~B00k08xoc2SpemOj8CIK~I5JxYT632V5B1XzHC9A4FiV8SJ5PT58ThDacfbg__&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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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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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
mobile
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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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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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"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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0.8059999942779541, "width": 1, "height": 1 }, { "x": 0.39399999380111694, "y": 0.24699999392032623, "width": 1, "height": 1 }, { "x": 0.7620000243186951, "y": 0.2930000126361847, "width": 1, "height": 1 } ], "metadata": [ { "repr": "scroll down", "text": null }, { "repr": "click PLAY", "text": null }, { "repr": "click MAGNIFYING GLASS", "text": null }, { "repr": "click Search for", "text": null }, { "repr": "type Spotify", "text": "Spotify" }, { "repr": "click V BACKWARD", "text": null }, { "repr": "click spotify", "text": null }, { "repr": "click Install", "text": null } ] }
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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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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"https://datasets-server.huggingface.co/assets/agent-studio/IDM-Multiple/--/06b5b3877e12139a36e2f0b9362ebd1a7f147f19/--/default/train/28/actions/image-2f330533.jpg?Expires=1770214558&Signature=TC8cxgACkw~RVzHRTkDaYfZDOyTwy1TTVzHXBohSw3fsMTgi9wgOmQ6kcDONMoOwWHYT43AMb0Ii2XEWa3QEuc855AIOTpqFhJuwzny3HGoEIo1lGsrBgE2KdIeWFYNc9U4JxUiyu-zkPXhG4pSMQbghycqQYFix0xm3u7vGIUMd5EraAfrb9ct3BPXXOQEB6Lz-GJ52wbJvWg93zZ-ehkSWXImaF-Fh6752nNhM0Sc9tB6xlteAe9Zi4nqzRwuUnG2Pif2FhDfecXECPNfn1js2EKOlhDOf0DQmMoOhQ2-FvGT4QjtbVFgNCk~htoRLX7aXNKjteoazKJqIDFVvzQ__&Key-Pair-Id=K3EI6M078Z3AC3", "height": 1140, "width": 540 }, { "src": 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0.1860000044107437, "width": 1, "height": 1 }, { "x": 0.8550000190734863, "y": 0.1860000044107437, "width": 1, "height": 1 }, null, null, { "x": 0.4449999928474426, "y": 0.07800000160932541, "width": 1, "height": 1 } ], "metadata": [ { "repr": "click JUST ONCE", "text": null }, { "repr": "click JUST ONCE", "text": null }, { "repr": "scroll down", "text": null }, { "repr": "click PLAY", "text": null }, { "repr": "click PLAY", "text": null }, { "repr": "click Open", "text": null }, { "repr": "press back", "text": null }, { "repr": "press back", "text": null }, { "repr": "click Search for apps & games", "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
17978225801150197469:2
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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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Add razer blade to the cart on walmart.com, then select checkout.
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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
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false
Clear the cart on walmart. Add razer nari to the cart on walmart, then select checkout.
16107840053162730337:13
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"https://datasets-server.huggingface.co/assets/agent-studio/IDM-Multiple/--/06b5b3877e12139a36e2f0b9362ebd1a7f147f19/--/default/train/32/actions/image-345d055f.jpg?Expires=1770214558&Signature=NsZUmh060YVs8nuyakN3-a7k74q2NYuC7iMfsuqzaAD0wiu4jOiv2JWkThuJRtcr82SLu1btS39Axz4J0oMkEhwmji1aGHu3y2oADiGq3-JDehRbHQuhzjrj5sSGy~QvaHEo2chG2PA4vK~Uk8rHTGUplayLyBWF4-vvvVHsLgZcsb0NATA2-Uqj75C4Htcm0RqLdaThwLdNF1jn81Z2SnKlBkqFK8eDviUhdUdPzLpgLHgibPPHbLoqnT3X05TUuJS3IFcpvIdmWt0aJHZ7JSe4lPCjDNCccGOVDqImYsDnDtmeJLwwEeFFJyA4ioNE40lRqEdJGuGF~YKUhHSLyw__&Key-Pair-Id=K3EI6M078Z3AC3", "height": 600, "width": 270 }, { "src": "https://datasets-server.huggingface.co/assets/agent-studio/IDM-Multiple/--/06b5b3877e12139a36e2f0b9362ebd1a7f147f19/--/default/train/32/actions/image-345f0560.jpg?Expires=1770214558&Signature=EpvjUYnBIrOPJO8v8Es1EL2Q1tHc7LPcplumJhy4KojPCB-fZEhpDk8gJgXDLpfoDsv9SG03lgMNll3oCkjlKLTA9elOlW~bz839Wo4p-ylYsAWDfn~fSRjvqd8l14rEpjI8xvzVZaJEQSBWqkOZ8-YkbEFimsVsGn1yfc8fS5UCQtMjF8bzKuylymVEvtEFXqjEn2zp7GW5mNXoK5M8TwykLxiWmciI6Tc3taaoANtFmSbs~ohKLkM0Jpalc2WADxXuBjeCJHCiS12OSzvjlZc6TFcypHxKYlaM-7MGDUkpoWqL6ZDPKOYYH4oD0j4BwRHagMh0yl8cy3afTN5heg__&Key-Pair-Id=K3EI6M078Z3AC3", "height": 600, "width": 270 }, { "src": 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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: "nobler@yahoo.com" and password: "foraging"
6540001190252127299:12
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"width": 1, "height": 1 }, { "x": 0.8320000171661377, "y": 0.16500000655651093, "width": 1, "height": 1 }, { "x": 0.847000002861023, "y": 0.1599999964237213, "width": 1, "height": 1 }, { "x": 0.5099999904632568, "y": 0.5860000252723694, "width": 1, "height": 1 }, { "x": 0.6940000057220459, "y": 0.39399999380111694, "width": 1, "height": 1 }, null, { "x": 0.4519999921321869, "y": 0.46299999952316284, "width": 1, "height": 1 } ], "metadata": [ { "repr": "press home", "text": null }, { "repr": "scroll down", "text": null }, { "repr": "click PLAY", "text": null }, { "repr": "press back", "text": null }, { "repr": "click Search for apps &...", "text": null }, { "repr": "type instagram", "text": "instagram" }, { "repr": "click instagram", "text": null }, { "repr": "click Install", "text": null }, { "repr": "click Open", "text": null }, { "repr": "click Log in", "text": null }, { "repr": "click Phone number, email or username", "text": null }, { "repr": "type nobler@yahoo.com", "text": "nobler@yahoo.com" }, { "repr": "click Log in", "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
Search for razer naga on ebay, select the first entry, add it to the cart, then select checkout.
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1, "height": 1 }, { "x": 0.6150000095367432, "y": 0.12099999934434891, "width": 1, "height": 1 }, { "x": 0.8939999938011169, "y": 0.05400000140070915, "width": 1, "height": 1 }, null, null, null, { "x": 0.414000004529953, "y": 0.3034999966621399, "width": 1, "height": 1 }, { "x": 0.2800000011920929, "y": 0.17800000309944153, "width": 1, "height": 1 }, null, null, { "x": 0.5379999876022339, "y": 0.49799999594688416, "width": 1, "height": 1 }, null, { "x": 0.5164999961853027, "y": 0.7160000205039978, "width": 1, "height": 1 }, { "x": 0.45399999618530273, "y": 0.7170000076293945, "width": 1, "height": 1 }, { "x": 0.3995000123977661, "y": 0.7979999780654907, "width": 1, "height": 1 } ], "metadata": [ { "repr": "press home", "text": null }, { "repr": "click GOOGLE", "text": null }, { "repr": "press home", "text": null }, { "repr": "scroll down", "text": null }, { "repr": "click GOOGLE", "text": null }, { "repr": "click GOSge", "text": null }, { "repr": "click X", "text": null }, { "repr": "press enter", "text": null }, { "repr": "type ebay", "text": "ebay" }, { "repr": "press enter", "text": null }, { "repr": "click Cars,", "text": null }, { "repr": "click Search for anything", "text": null }, { "repr": "type razer naga", "text": "razer naga" }, { "repr": "press enter", "text": null }, { "repr": "click Gaming Mouse", "text": null }, { "repr": "scroll down", "text": null }, { "repr": "click Add to cart", "text": null }, { "repr": "click View in cart", "text": null }, { "repr": "click Go to checkout", "text": null } ] }
aitw_webshopping
mobile
[ "scroll up", "status task complete", "click", "press enter", "scroll right", "scroll left", "type", "scroll down", "press back", "press home" ]
true
change notification settings in the gmail app
15094973578952846734:5
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down", "text": null }, { "repr": "click M", "text": null }, { "repr": "click THREE BARS", "text": null }, { "repr": "scroll down", "text": null } ] }
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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1984213201603669913:14
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aitw_googleapps
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true
Enter in the costco search bar: search for bose soundlink
11158276984453764646.849-948.Enter in the costco search bar: search for bose soundlink:2
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aitw_single
mobile
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true
open app "Viber Messenger"
3704142530703419847:6
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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.
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aitw_webshopping
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false
End of preview. Expand in Data Studio

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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