DestBench core-6 (84 tasks, 6 apps), privacy-screened release

README.md

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+---
+license: cc-by-nc-4.0
+pretty_name: DestBench
+task_categories:
+- image-to-text
+language:
+- en
+tags:
+- gui-agents
+- mobile
+- android
+- navigation
+- benchmark
+size_categories:
+- n<1K
+---
+
+# DestBench (core-6 release)
+
+DestBench is a destination-reaching benchmark for mobile GUI agents: given a natural-language instruction, the agent must reach a specific app page. It accompanies the AACL-IJCNLP 2026 Findings paper *Not All Graphs Are Maps: A Task-Agnostic Exploration Framework for Mobile GUI Navigation* (TAG-Nav).
+
+Project page: https://tag-nav-authors.github.io/tag_nav/
+
+## Contents
+
+This release contains the **84 tasks of the six core apps** used in the paper's main evaluation:
+
+| App folder | App version | Tasks |
+|---|---|---|
+| `google_maps_26.06.01.863982022` | Google Maps 26.06.01 | 24 |
+| `amazon_32.3.0.100` | Amazon Shopping 32.3.0.100 | 17 |
+| `youtube_21.05.264` | YouTube 21.05.264 | 15 |
+| `calendar_2026.05.0-864040481-release` | Google Calendar 2026.05.0 | 10 |
+| `settings_16` | Android Settings (Android 16) | 9 |
+| `clock_8.5` | Google Clock 8.5 | 9 |
+
+Each task folder `<app>/<task>/` holds:
+
+- `frame_XXXXXX_*.png` — the reference trajectory, one screenshot per step. **The last frame is the destination (target) page.**
+- `frame_XXXXXX_*.xml` — the UI hierarchy dump for that step, where available.
+- `meta.json` — `prompt` (the evaluated instruction), `prompts` (paraphrases), and `actions` (the reference tap/scroll sequence with screen coordinates).
+- `prompts.json` — the instruction paraphrases.
+
+Only `prompt` is the evaluated instruction. Some paraphrases in `prompts` can describe a neighbouring page rather than the exact target, so they should not be used as alternative ground truth without checking.
+
+The paper also describes tasks on further apps; those are not part of this release.
+
+## Privacy
+
+The trajectories were recorded on test devices. Before this release, every screenshot and UI dump was screened for personal data, by OCR and by eye. Account names, email addresses, profile pictures, device identifiers, addresses and user-generated content were removed with solid fills in the images and placeholders in the XML (`user@example.com`, `[place]`, `[review text removed]`). Filled regions are intentional and do not affect the destination page. If you find anything that identifies a person, please open a discussion on this repository and we will remove it.
+
+An earlier version of this dataset (May–September 2026) contained screenshots with personal data. It has been withdrawn and replaced by this version; please delete any copy of the earlier version.
+
+## Intended use
+
+For research on GUI agents, evaluated on emulators, test devices and test accounts. Do not use it to automate actions on accounts you are not authorized to use, or to collect data about app users. Screenshots of third-party apps remain subject to the respective app vendors' rights.
+
+## Citation
+
+```bibtex
+@inproceedings{orsini2026tagnav,
+  title     = {Not All Graphs Are Maps: A Task-Agnostic Exploration Framework for Mobile GUI Navigation},
+  author    = {Orsini, Adamo and Ayyoubzadeh, Seyed Mehdi and Pinon, Sadman Rakib and Zhang, Hannuo and Gholipour Baradari, Koosha and Yu, Yuanhao and Zuo, Xinxin and Wang, Yang},
+  booktitle = {Findings of the Association for Computational Linguistics: AACL-IJCNLP 2026},
+  year      = {2026}
+}
+```

amazon_32.3.0.100/amazon_account/meta.json

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+{
+  "prompt": "Go to the account payment settings",
+  "prompts": [
+    "Go to the account payment settings",
+    "Navigate to the default payment method settings.",
+    "Navigate the user to the page where they can edit their payment method for a current order."
+  ],
+  "actions": [
+    {
+      "step": 0,
+      "type": "action",
+      "action": "tap",
+      "x": 324,
+      "y": 2228,
+      "t": 1770676491.378877
+    },
+    {
+      "step": 1,
+      "type": "action",
+      "action": "tap",
+      "x": 997,
+      "y": 1827,
+      "t": 1770676505.6921442
+    },
+    {
+      "step": 2,
+      "type": "action",
+      "action": "tap",
+      "x": 243,
+      "y": 1578,
+      "t": 1770676550.143214
+    },
+    {
+      "step": 3,
+      "type": "action",
+      "action": "tap",
+      "x": 851,
+      "y": 448,
+      "t": 1770676563.9259698
+    }
+  ]
+}

amazon_32.3.0.100/amazon_account/prompts.json

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+{
+  "prompts": [
+    "Go to the account payment settings",
+    "Navigate to the default payment method settings.",
+    "Navigate the user to the page where they can edit their payment method for a current order."
+  ]
+}

amazon_32.3.0.100/amazon_account_2/meta.json

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+{
+  "prompt": "Go to the account payment settings",
+  "prompts": [
+    "Go to the account payment settings",
+    "Navigate to the default payment method settings.",
+    "Navigate the user to the page where they can edit their payment method for a current order."
+  ],
+  "actions": [
+    {
+      "step": 0,
+      "type": "action",
+      "action": "tap",
+      "x": 324,
+      "y": 2228,
+      "t": 1770676781.0422778
+    },
+    {
+      "step": 1,
+      "type": "action",
+      "action": "tap",
+      "x": 1003,
+      "y": 1830,
+      "t": 1770676795.676123
+    },
+    {
+      "step": 2,
+      "type": "action",
+      "action": "tap",
+      "x": 230,
+      "y": 1571,
+      "t": 1770676813.926451
+    },
+    {
+      "step": 3,
+      "type": "action",
+      "action": "tap",
+      "x": 854,
+      "y": 448,
+      "t": 1770676827.708771
+    }
+  ]
+}

amazon_32.3.0.100/amazon_account_2/prompts.json

@@ -0,0 +1,7 @@
+{
+  "prompts": [
+    "Go to the account payment settings",
+    "Navigate to the default payment method settings.",
+    "Navigate the user to the page where they can edit their payment method for a current order."
+  ]
+}

amazon_32.3.0.100/amazon_addresses/meta.json

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+{
+  "prompt": "View saved addresses.",
+  "prompts": [
+    "View saved addresses.",
+    "Go to the page where the user can add a new saved address.",
+    "Navigate to the addresses page."
+  ],
+  "actions": [
+    {
+      "step": 0,
+      "type": "action",
+      "action": "tap",
+      "x": 327,
+      "y": 2235,
+      "t": 1770679169.509481
+    },
+    {
+      "step": 1,
+      "type": "action",
+      "action": "tap",
+      "x": 676,
+      "y": 474,
+      "t": 1770679205.438463
+    },
+    {
+      "step": 2,
+      "type": "action",
+      "action": "scroll_down",
+      "t": 1770679218.154901
+    },
+    {
+      "step": 3,
+      "type": "action",
+      "action": "tap",
+      "x": 227,
+      "y": 1649,
+      "t": 1770679231.836906
+    }
+  ]
+}

amazon_32.3.0.100/amazon_addresses/prompts.json

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+{
+  "prompts": [
+    "View saved addresses.",
+    "Go to the page where the user can add a new saved address.",
+    "Navigate to the addresses page."
+  ]
+}

amazon_32.3.0.100/amazon_cart/meta.json

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+{
+  "prompt": "View the cart",
+  "prompts": [
+    "View the cart",
+    "Navigate to the current cart"
+  ],
+  "actions": [
+    {
+      "step": 0,
+      "type": "action",
+      "action": "wait",
+      "t": 1770678687.6404421
+    },
+    {
+      "step": 1,
+      "type": "action",
+      "action": "tap",
+      "x": 547,
+      "y": 2235,
+      "t": 1770678693.389616
+    }
+  ]
+}

amazon_32.3.0.100/amazon_cart/prompts.json

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+{
+  "prompts": [
+    "View the cart",
+    "Navigate to the current cart"
+  ]
+}

amazon_32.3.0.100/amazon_cart_2/meta.json

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+{
+  "prompt": "View the cart",
+  "prompts": [
+    "View the cart",
+    "Navigate to the current cart"
+  ],
+  "actions": [
+    {
+      "step": 0,
+      "type": "action",
+      "action": "wait",
+      "t": 1770678936.721075
+    },
+    {
+      "step": 1,
+      "type": "action",
+      "action": "tap",
+      "x": 550,
+      "y": 2231,
+      "t": 1770678947.289084
+    }
+  ]
+}

amazon_32.3.0.100/amazon_cart_2/prompts.json

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+{
+  "prompts": [
+    "View the cart",
+    "Navigate to the current cart"
+  ]
+}

amazon_32.3.0.100/amazon_content_library/meta.json

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+{
+  "prompt": "Navigate to the content library.",
+  "prompts": [
+    "Navigate to the content library.",
+    "Go to the page where the user can manage their digital content."
+  ],
+  "actions": [
+    {
+      "step": 0,
+      "type": "action",
+      "action": "tap",
+      "x": 324,
+      "y": 2238,
+      "t": 1770682275.4678001
+    },
+    {
+      "step": 1,
+      "type": "action",
+      "action": "scroll_down",
+      "t": 1770683127.10913
+    },
+    {
+      "step": 2,
+      "type": "action",
+      "action": "scroll_down",
+      "t": 1770683145.4037151
+    },
+    {
+      "step": 3,
+      "type": "action",
+      "action": "tap",
+      "x": 239,
+      "y": 1655,
+      "t": 1770683170.05074
+    }
+  ]
+}

amazon_32.3.0.100/amazon_content_library/prompts.json

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+{
+  "prompts": [
+    "Navigate to the content library.",
+    "Go to the page where the user can manage their digital content."
+  ]
+}

amazon_32.3.0.100/amazon_gift_card/meta.json

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+{
+  "prompt": "Visit the gift card management page.",
+  "prompts": [
+    "Visit the gift card management page.",
+    "Go to the page where the user can add money to their gift card balance.",
+    "View gift card balance activity."
+  ],
+  "actions": [
+    {
+      "step": 0,
+      "type": "action",
+      "action": "tap",
+      "x": 324,
+      "y": 2231,
+      "t": 1770680709.670142
+    },
+    {
+      "step": 1,
+      "type": "action",
+      "action": "tap",
+      "x": 1000,
+      "y": 1827,
+      "t": 1770680724.104275
+    }
+  ]
+}

amazon_32.3.0.100/amazon_gift_card/prompts.json

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+{
+  "prompts": [
+    "Visit the gift card management page.",
+    "Go to the page where the user can add money to their gift card balance.",
+    "View gift card balance activity."
+  ]
+}

amazon_32.3.0.100/amazon_help/meta.json

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+{
+  "prompt": "Navigate to the customer service home page.",
+  "prompts": [
+    "Navigate to the customer service home page.",
+    "Go to the page where a user can get help with a previous order.",
+    "Visit the order customer service page."
+  ],
+  "actions": [
+    {
+      "step": 0,
+      "type": "action",
+      "action": "tap",
+      "x": 757,
+      "y": 2231,
+      "t": 1770681118.3019469
+    },
+    {
+      "step": 1,
+      "type": "action",
+      "action": "scroll_down",
+      "t": 1770681131.951683
+    },
+    {
+      "step": 2,
+      "type": "action",
+      "action": "scroll_down",
+      "t": 1770681145.9846652
+    },
+    {
+      "step": 3,
+      "type": "action",
+      "action": "scroll_down",
+      "t": 1770681159.051666
+    },
+    {
+      "step": 4,
+      "type": "action",
+      "action": "scroll_down",
+      "t": 1770681172.570009
+    },
+    {
+      "step": 5,
+      "type": "action",
+      "action": "tap",
+      "x": 275,
+      "y": 1610,
+      "t": 1770681187.30393
+    }
+  ]
+}