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Update PULL_REQUEST_TEMPLATE.md #10

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merged 1 commit into from
Mar 14, 2023
Merged

Update PULL_REQUEST_TEMPLATE.md #10

merged 1 commit into from
Mar 14, 2023

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Clarify eval requirements

@andrew-openai andrew-openai merged commit 0c9b205 into main Mar 14, 2023
andrew-openai pushed a commit that referenced this pull request Jun 7, 2023
@AndrewCEmil
[Eval] Identifying UI Elements and Extracting Resource IDs (#1117)
eaeae45 
# Thank you for contributing an eval! ♥️

🚨 Please make sure your PR follows these guidelines, **failure to follow
the guidelines below will result in the PR being closed automatically**.
Note that even if the criteria are met, that does not guarantee the PR
will be merged nor GPT-4 access be granted. 🚨

**PLEASE READ THIS**:

In order for a PR to be merged, it must fail on GPT-4. We are aware that
right now, users do not have access, so you will not be able to tell if
the eval fails or not. Please run your eval with GPT-3.5-Turbo, but keep
in mind as we run the eval, if GPT-4 gets higher than 90% on the eval,
we will likely reject it since GPT-4 is already capable of completing
the task.

We plan to roll out a way for users submitting evals to see the eval
performance on GPT-4 soon. Stay tuned! Until then, you will not be able
to see the eval performance on GPT-4. **Starting April 10, the minimum
eval count is 15 samples, we hope this makes it easier to create and
contribute evals.**

Also, please note that we're using **Git LFS** for storing the JSON
files, so please make sure that you move the JSON file to Git LFS before
submitting a PR. Details on how to use Git LFS are available
[here](https://git-lfs.com).

## Eval details 📑

### Eval name

resource_id_extraction

### Eval description

This Eval asks the model to identify UI elements and extract their
resource ID from Android XML dumps.

Android allows you to serialize the content of the screen to XML using
accessibility information. A human can (with effort) read through this
XML and understand approximately what is visible on the screen and what
the semantic intent of UI elements are.

Each sample in the eval contains:
- Instructions to find and identify a ui element and extract its
resource id (or return error code)
- An XML dump from an actual Android app
- A description of a UI element that may or may not be present in the
xml

The eval uses the simple "includes" test to see if the correct resource
id is returned.
 
### What makes this a useful eval?

This eval is useful because:
- It requires semantic understanding of ui elements (foundational
capacity) (eg that the ⭐ button means "add to favorites" and the
➕ button is used to create a new contact)
- It tests against hallucinations (eg sometimes the model may
hallucinate resource ids that don't exist)
- It enforces error codes that distinguish between different problem
states (system message steer-ability)

Given certain successes, it seems that the model has the capacity to
return good responses, but often fails to do so. This eval can be
extended by:
1. Adding more test cases / xml dumps (especially more complex cases
using the larger gpt4 context window)
2. Adding more obscure descriptions of ui elements
3. Extracting information other than resource ids, for example "center
point" of ui elements (computable via their bounding box)

## Criteria for a good eval ✅

Below are some of the criteria we look for in a good eval. In general,
we are seeking cases where the model does not do a good job despite
being capable of generating a good response (note that there are some
things large language models cannot do, so those would not make good
evals).

Your eval should be:

- [x] Thematically consistent: The eval should be thematically
consistent. We'd like to see a number of prompts all demonstrating some
particular failure mode. For example, we can create an eval on cases
where the model fails to reason about the physical world.
- [x] Contains failures where a human can do the task, but either GPT-4
or GPT-3.5-Turbo could not.
- [x] Includes good signal around what is the right behavior. This means
either a correct answer for `Basic` evals or the `Fact` Model-graded
eval, or an exhaustive rubric for evaluating answers for the `Criteria`
Model-graded eval.
- [x] **Include at least 15 high-quality examples.**

If there is anything else that makes your eval worth including, please
document it below.

### Unique eval value

A lot of implicit information is conveyed in UIs. Models reading
serialized UIs have the ability to understand some of that implicit
information. This is quite valuable, not least because it is required in
order to give good results for code completion and generation.

This eval is uniquely valuable because it gives a structured way to
definitively test the model's understanding of code/UIs from something
like a "reading comprehension" perspective, rather than just generation.

## Eval structure 🏗️

Your eval should

- [x] Check that your data is in `evals/registry/data/{name}`
- [x] Check that your YAML is registered at
`evals/registry/evals/{name}.yaml`
- [x] Ensure you have the right to use the data you submit via this eval

(For now, we will only be approving evals that use one of the existing
eval classes. You may still write custom eval classes for your own
cases, and we may consider merging them in the future.)

## Final checklist 👀

### Submission agreement

By contributing to Evals, you are agreeing to make your evaluation logic
and data under the same MIT license as this repository. You must have
adequate rights to upload any data used in an Eval. OpenAI reserves the
right to use this data in future service improvements to our product.
Contributions to OpenAI Evals will be subject to our usual Usage
Policies (<https://platform.openai.com/docs/usage-policies>).

- [x] I agree that my submission will be made available under an MIT
license and complies with OpenAI's usage policies.

### Email address validation

If your submission is accepted, we will be granting GPT-4 access to a
limited number of contributors. Access will be given to the email
address associated with the merged pull request.

- [x] I acknowledge that GPT-4 access will only be granted, if
applicable, to the email address used for my merged pull request.

### Limited availability acknowledgment

We know that you might be excited to contribute to OpenAI's mission,
help improve our models, and gain access to GPT-4. However, due to the
requirements mentioned above and the high volume of submissions, we will
not be able to accept all submissions and thus not grant everyone who
opens a PR GPT-4 access. We know this is disappointing, but we hope to
set the right expectation before you open this PR.

- [x] I understand that opening a PR, even if it meets the requirements
above, does not guarantee the PR will be merged nor GPT-4 access be
granted.

### Submit eval

- [x] I have filled out all required fields of this form
- [x] I have used **Git LFS** for the Eval JSON data
- [ ] (Ignore if not submitting code) I have run `pip install
pre-commit; pre-commit install` and have verified that `black`, `isort`,
and `autoflake` are running when I commit and push

Failure to fill out all required fields will result in the PR being
closed.

### Eval JSON data

Since we are using Git LFS, we are asking eval submitters to add in as
many Eval Samples (at least 5) from their contribution here:

:warning: I was only able to add 1 due to length limits of the PR body.
Sorry!

<details>
  <summary>View evals in JSON</summary>

  ### Eval
  ```jsonl
{"ideal": "com.google.android.apps.photos:id/selected_account_disc",
"input": [{"role": "system", "content": "\nYou have two tasks:\n-
Identify an interactable UI element in an Android XML dump based on a
description of of what it looks like, where it is, or what it does.\n-
Retrieve the corresponding resource ID you would use to interact with
that UI element.\nYou'll be given two inputs:\n- An XML output from the
'dumpXMLHierarchy'.\n- A description of a UI element.\nBased on these
inputs your output should be as follows:\n- If you find the described UI
element and it has a resource ID, return the resource ID.\n- If you
don't find the described UI element, return \"element_not_found\".\n- If
the described UI element is there but it doesn't have a resource ID,
return \"no_resource_id\".\n"}, {"role": "user", "content": "XML output:
<hierarchy rotation=\"0\"><node index=\"0\" text=\"\" resource-id=\"\"
class=\"android.widget.FrameLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,2138]\"><node index=\"0\"
text=\"\" resource-id=\"\" class=\"android.widget.LinearLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,2138]\"><node index=\"0\"
text=\"\" resource-id=\"\" class=\"android.widget.FrameLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,2138]\"><node index=\"0\"
text=\"\"
resource-id=\"com.google.android.apps.photos:id/action_bar_root\"
class=\"android.widget.FrameLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,2138]\"><node index=\"0\"
text=\"\" resource-id=\"android:id/content\"
class=\"android.widget.FrameLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,2138]\"><node index=\"0\"
text=\"\"
resource-id=\"com.google.android.apps.photos:id/touch_capture_view\"
class=\"android.widget.FrameLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,2138]\"><node index=\"0\"
text=\"\"
resource-id=\"com.google.android.apps.photos:id/photo_container\"
class=\"android.widget.FrameLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,2138]\" /><node index=\"1\"
text=\"\"
resource-id=\"com.google.android.apps.photos:id/drawer_layout\"
class=\"androidx.drawerlayout.widget.DrawerLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,2138]\"><node index=\"0\"
text=\"\"
resource-id=\"com.google.android.apps.photos:id/main_container\"
class=\"android.widget.FrameLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,2138]\"><node index=\"0\"
text=\"\"
resource-id=\"com.google.android.apps.photos:id/toolbar_parent\"
class=\"android.view.ViewGroup\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,2138]\"><node index=\"0\"
text=\"\"
resource-id=\"com.google.android.apps.photos:id/touch_capture_view\"
class=\"android.widget.FrameLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,2138]\"><node index=\"0\"
text=\"\" resource-id=\"\" class=\"android.widget.FrameLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,2138]\"><node index=\"0\"
text=\"\"
resource-id=\"com.google.android.apps.photos:id/empty_view_container\"
class=\"android.widget.FrameLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,2138]\"><node index=\"0\"
text=\"\" resource-id=\"\" class=\"android.widget.ScrollView\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"true\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,312][1080,2138]\"><node index=\"0\"
text=\"\" resource-id=\"\" class=\"android.widget.LinearLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,965][1080,1621]\"><node index=\"0\"
text=\"\"
resource-id=\"com.google.android.apps.photos:id/empty_page_image\"
class=\"android.widget.ImageView\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[237,965][842,1180]\" /><node index=\"1\"
text=\"Take a picture.&#10;Photos &amp; videos appear here.\"
resource-id=\"com.google.android.apps.photos:id/empty_page_caption\"
class=\"android.widget.TextView\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[155,1230][925,1406]\" /><node index=\"2\"
text=\"No Photos\"
resource-id=\"com.google.android.apps.photos:id/empty_page_title_top\"
class=\"android.widget.TextView\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[155,1406][925,1533]\" /><node index=\"3\"
text=\"\" resource-id=\"\" class=\"android.widget.LinearLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[496,1533][584,1577]\"
/></node></node></node><node index=\"1\" text=\"\"
resource-id=\"com.google.android.apps.photos:id/fragment_container\"
class=\"android.widget.FrameLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,2138]\"><node index=\"0\"
text=\"\"
resource-id=\"com.google.android.apps.photos:id/photos_photogrid_date_scrubber_view\"
class=\"android.widget.FrameLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,2138]\"><node index=\"0\"
text=\"\" resource-id=\"\" class=\"android.widget.FrameLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,2138]\"><node index=\"0\"
text=\"\"
resource-id=\"com.google.android.apps.photos:id/recycler_view\"
class=\"android.support.v7.widget.RecyclerView\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"true\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,2138]\"
/></node></node></node></node></node><node index=\"1\" text=\"\"
resource-id=\"com.google.android.apps.photos:id/scrolling_toolbar_container\"
class=\"android.widget.FrameLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,312]\"><node index=\"0\"
text=\"\"
resource-id=\"com.google.android.apps.photos:id/toolbar_container\"
class=\"android.widget.LinearLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,312]\"><node index=\"0\"
text=\"\"
resource-id=\"com.google.android.apps.photos:id/notification_bar_spacer\"
class=\"android.view.View\" package=\"com.google.android.apps.photos\"
content-desc=\"\" checkable=\"false\" checked=\"false\"
clickable=\"false\" enabled=\"true\" focusable=\"false\"
focused=\"false\" scrollable=\"false\" long-clickable=\"false\"
password=\"false\" selected=\"false\" bounds=\"[0,0][1080,136]\" /><node
index=\"1\" text=\"\"
resource-id=\"com.google.android.apps.photos:id/toolbar\"
class=\"android.view.ViewGroup\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,136][1080,312]\"><node index=\"0\"
text=\"\" resource-id=\"\" class=\"android.widget.ImageButton\"
package=\"com.google.android.apps.photos\" content-desc=\"Show
Navigation Drawer\" checkable=\"false\" checked=\"false\"
clickable=\"true\" enabled=\"true\" focusable=\"true\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,147][154,301]\" /><node index=\"1\"
text=\"\" resource-id=\"\" class=\"android.view.ViewGroup\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[354,136][726,312]\"><node index=\"0\"
text=\"\"
resource-id=\"com.google.android.apps.photos:id/product_lockup_view\"
class=\"android.view.ViewGroup\"
package=\"com.google.android.apps.photos\" content-desc=\"Google
Photos\" checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[354,190][726,259]\"><node index=\"0\"
text=\"\" resource-id=\"com.google.android.apps.photos:id/logo\"
class=\"android.widget.ImageView\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[354,198][541,259]\" /><node index=\"1\"
text=\"Photos\"
resource-id=\"com.google.android.apps.photos:id/product_name\"
class=\"android.widget.TextView\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[552,190][726,259]\" /></node></node><node
index=\"2\" text=\"\" resource-id=\"\"
class=\"android.support.v7.widget.LinearLayoutCompat\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[925,147][1080,301]\"><node index=\"0\"
text=\"\"
resource-id=\"com.google.android.apps.photos:id/selected_account_disc\"
class=\"android.widget.FrameLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"Sign in\"
checkable=\"false\" checked=\"false\" clickable=\"true\"
enabled=\"true\" focusable=\"true\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[925,157][1080,290]\"><node index=\"0\"
text=\"\"
resource-id=\"com.google.android.apps.photos:id/og_selected_account_disc_apd\"
class=\"android.widget.FrameLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[925,157][1058,290]\"><node index=\"0\"
text=\"\"
resource-id=\"com.google.android.apps.photos:id/og_apd_internal_image_view\"
class=\"android.widget.ImageView\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[931,163][1052,284]\" /><node index=\"1\"
text=\"\"
resource-id=\"com.google.android.apps.photos:id/og_apd_ring_view\"
class=\"android.widget.ImageView\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[931,163][1052,284]\"
/></node></node></node></node></node></node></node></node></node></node></node></node></node></node><node
index=\"1\" text=\"\" resource-id=\"android:id/statusBarBackground\"
class=\"android.view.View\" package=\"com.google.android.apps.photos\"
content-desc=\"\" checkable=\"false\" checked=\"false\"
clickable=\"false\" enabled=\"true\" focusable=\"false\"
focused=\"false\" scrollable=\"false\" long-clickable=\"false\"
password=\"false\" selected=\"false\" bounds=\"[0,0][1080,136]\"
/></node></hierarchy>\n, target item description: clickable account disc
in the top right"}]}
  ```
</details>
arbreton pushed a commit to arbreton/evals that referenced this pull request Jul 8, 2023
@AndrewCEmil
[Eval] Identifying UI Elements and Extracting Resource IDs (openai#1117)
0a9a134 
# Thank you for contributing an eval! ♥️

🚨 Please make sure your PR follows these guidelines, **failure to follow
the guidelines below will result in the PR being closed automatically**.
Note that even if the criteria are met, that does not guarantee the PR
will be merged nor GPT-4 access be granted. 🚨

**PLEASE READ THIS**:

In order for a PR to be merged, it must fail on GPT-4. We are aware that
right now, users do not have access, so you will not be able to tell if
the eval fails or not. Please run your eval with GPT-3.5-Turbo, but keep
in mind as we run the eval, if GPT-4 gets higher than 90% on the eval,
we will likely reject it since GPT-4 is already capable of completing
the task.

We plan to roll out a way for users submitting evals to see the eval
performance on GPT-4 soon. Stay tuned! Until then, you will not be able
to see the eval performance on GPT-4. **Starting April 10, the minimum
eval count is 15 samples, we hope this makes it easier to create and
contribute evals.**

Also, please note that we're using **Git LFS** for storing the JSON
files, so please make sure that you move the JSON file to Git LFS before
submitting a PR. Details on how to use Git LFS are available
[here](https://git-lfs.com).

## Eval details 📑

### Eval name

resource_id_extraction

### Eval description

This Eval asks the model to identify UI elements and extract their
resource ID from Android XML dumps.

Android allows you to serialize the content of the screen to XML using
accessibility information. A human can (with effort) read through this
XML and understand approximately what is visible on the screen and what
the semantic intent of UI elements are.

Each sample in the eval contains:
- Instructions to find and identify a ui element and extract its
resource id (or return error code)
- An XML dump from an actual Android app
- A description of a UI element that may or may not be present in the
xml

The eval uses the simple "includes" test to see if the correct resource
id is returned.
 
### What makes this a useful eval?

This eval is useful because:
- It requires semantic understanding of ui elements (foundational
capacity) (eg that the ⭐ button means "add to favorites" and the
➕ button is used to create a new contact)
- It tests against hallucinations (eg sometimes the model may
hallucinate resource ids that don't exist)
- It enforces error codes that distinguish between different problem
states (system message steer-ability)

Given certain successes, it seems that the model has the capacity to
return good responses, but often fails to do so. This eval can be
extended by:
1. Adding more test cases / xml dumps (especially more complex cases
using the larger gpt4 context window)
2. Adding more obscure descriptions of ui elements
3. Extracting information other than resource ids, for example "center
point" of ui elements (computable via their bounding box)

## Criteria for a good eval ✅

Below are some of the criteria we look for in a good eval. In general,
we are seeking cases where the model does not do a good job despite
being capable of generating a good response (note that there are some
things large language models cannot do, so those would not make good
evals).

Your eval should be:

- [x] Thematically consistent: The eval should be thematically
consistent. We'd like to see a number of prompts all demonstrating some
particular failure mode. For example, we can create an eval on cases
where the model fails to reason about the physical world.
- [x] Contains failures where a human can do the task, but either GPT-4
or GPT-3.5-Turbo could not.
- [x] Includes good signal around what is the right behavior. This means
either a correct answer for `Basic` evals or the `Fact` Model-graded
eval, or an exhaustive rubric for evaluating answers for the `Criteria`
Model-graded eval.
- [x] **Include at least 15 high-quality examples.**

If there is anything else that makes your eval worth including, please
document it below.

### Unique eval value

A lot of implicit information is conveyed in UIs. Models reading
serialized UIs have the ability to understand some of that implicit
information. This is quite valuable, not least because it is required in
order to give good results for code completion and generation.

This eval is uniquely valuable because it gives a structured way to
definitively test the model's understanding of code/UIs from something
like a "reading comprehension" perspective, rather than just generation.

## Eval structure 🏗️

Your eval should

- [x] Check that your data is in `evals/registry/data/{name}`
- [x] Check that your YAML is registered at
`evals/registry/evals/{name}.yaml`
- [x] Ensure you have the right to use the data you submit via this eval

(For now, we will only be approving evals that use one of the existing
eval classes. You may still write custom eval classes for your own
cases, and we may consider merging them in the future.)

## Final checklist 👀

### Submission agreement

By contributing to Evals, you are agreeing to make your evaluation logic
and data under the same MIT license as this repository. You must have
adequate rights to upload any data used in an Eval. OpenAI reserves the
right to use this data in future service improvements to our product.
Contributions to OpenAI Evals will be subject to our usual Usage
Policies (<https://platform.openai.com/docs/usage-policies>).

- [x] I agree that my submission will be made available under an MIT
license and complies with OpenAI's usage policies.

### Email address validation

If your submission is accepted, we will be granting GPT-4 access to a
limited number of contributors. Access will be given to the email
address associated with the merged pull request.

- [x] I acknowledge that GPT-4 access will only be granted, if
applicable, to the email address used for my merged pull request.

### Limited availability acknowledgment

We know that you might be excited to contribute to OpenAI's mission,
help improve our models, and gain access to GPT-4. However, due to the
requirements mentioned above and the high volume of submissions, we will
not be able to accept all submissions and thus not grant everyone who
opens a PR GPT-4 access. We know this is disappointing, but we hope to
set the right expectation before you open this PR.

- [x] I understand that opening a PR, even if it meets the requirements
above, does not guarantee the PR will be merged nor GPT-4 access be
granted.

### Submit eval

- [x] I have filled out all required fields of this form
- [x] I have used **Git LFS** for the Eval JSON data
- [ ] (Ignore if not submitting code) I have run `pip install
pre-commit; pre-commit install` and have verified that `black`, `isort`,
and `autoflake` are running when I commit and push

Failure to fill out all required fields will result in the PR being
closed.

### Eval JSON data

Since we are using Git LFS, we are asking eval submitters to add in as
many Eval Samples (at least 5) from their contribution here:

:warning: I was only able to add 1 due to length limits of the PR body.
Sorry!

<details>
  <summary>View evals in JSON</summary>

  ### Eval
  ```jsonl
{"ideal": "com.google.android.apps.photos:id/selected_account_disc",
"input": [{"role": "system", "content": "\nYou have two tasks:\n-
Identify an interactable UI element in an Android XML dump based on a
description of of what it looks like, where it is, or what it does.\n-
Retrieve the corresponding resource ID you would use to interact with
that UI element.\nYou'll be given two inputs:\n- An XML output from the
'dumpXMLHierarchy'.\n- A description of a UI element.\nBased on these
inputs your output should be as follows:\n- If you find the described UI
element and it has a resource ID, return the resource ID.\n- If you
don't find the described UI element, return \"element_not_found\".\n- If
the described UI element is there but it doesn't have a resource ID,
return \"no_resource_id\".\n"}, {"role": "user", "content": "XML output:
<hierarchy rotation=\"0\"><node index=\"0\" text=\"\" resource-id=\"\"
class=\"android.widget.FrameLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,2138]\"><node index=\"0\"
text=\"\" resource-id=\"\" class=\"android.widget.LinearLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,2138]\"><node index=\"0\"
text=\"\" resource-id=\"\" class=\"android.widget.FrameLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,2138]\"><node index=\"0\"
text=\"\"
resource-id=\"com.google.android.apps.photos:id/action_bar_root\"
class=\"android.widget.FrameLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,2138]\"><node index=\"0\"
text=\"\" resource-id=\"android:id/content\"
class=\"android.widget.FrameLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,2138]\"><node index=\"0\"
text=\"\"
resource-id=\"com.google.android.apps.photos:id/touch_capture_view\"
class=\"android.widget.FrameLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,2138]\"><node index=\"0\"
text=\"\"
resource-id=\"com.google.android.apps.photos:id/photo_container\"
class=\"android.widget.FrameLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,2138]\" /><node index=\"1\"
text=\"\"
resource-id=\"com.google.android.apps.photos:id/drawer_layout\"
class=\"androidx.drawerlayout.widget.DrawerLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,2138]\"><node index=\"0\"
text=\"\"
resource-id=\"com.google.android.apps.photos:id/main_container\"
class=\"android.widget.FrameLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,2138]\"><node index=\"0\"
text=\"\"
resource-id=\"com.google.android.apps.photos:id/toolbar_parent\"
class=\"android.view.ViewGroup\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,2138]\"><node index=\"0\"
text=\"\"
resource-id=\"com.google.android.apps.photos:id/touch_capture_view\"
class=\"android.widget.FrameLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,2138]\"><node index=\"0\"
text=\"\" resource-id=\"\" class=\"android.widget.FrameLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,2138]\"><node index=\"0\"
text=\"\"
resource-id=\"com.google.android.apps.photos:id/empty_view_container\"
class=\"android.widget.FrameLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,2138]\"><node index=\"0\"
text=\"\" resource-id=\"\" class=\"android.widget.ScrollView\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"true\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,312][1080,2138]\"><node index=\"0\"
text=\"\" resource-id=\"\" class=\"android.widget.LinearLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,965][1080,1621]\"><node index=\"0\"
text=\"\"
resource-id=\"com.google.android.apps.photos:id/empty_page_image\"
class=\"android.widget.ImageView\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[237,965][842,1180]\" /><node index=\"1\"
text=\"Take a picture.&openai#10;Photos &amp; videos appear here.\"
resource-id=\"com.google.android.apps.photos:id/empty_page_caption\"
class=\"android.widget.TextView\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[155,1230][925,1406]\" /><node index=\"2\"
text=\"No Photos\"
resource-id=\"com.google.android.apps.photos:id/empty_page_title_top\"
class=\"android.widget.TextView\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[155,1406][925,1533]\" /><node index=\"3\"
text=\"\" resource-id=\"\" class=\"android.widget.LinearLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[496,1533][584,1577]\"
/></node></node></node><node index=\"1\" text=\"\"
resource-id=\"com.google.android.apps.photos:id/fragment_container\"
class=\"android.widget.FrameLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,2138]\"><node index=\"0\"
text=\"\"
resource-id=\"com.google.android.apps.photos:id/photos_photogrid_date_scrubber_view\"
class=\"android.widget.FrameLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,2138]\"><node index=\"0\"
text=\"\" resource-id=\"\" class=\"android.widget.FrameLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,2138]\"><node index=\"0\"
text=\"\"
resource-id=\"com.google.android.apps.photos:id/recycler_view\"
class=\"android.support.v7.widget.RecyclerView\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"true\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,2138]\"
/></node></node></node></node></node><node index=\"1\" text=\"\"
resource-id=\"com.google.android.apps.photos:id/scrolling_toolbar_container\"
class=\"android.widget.FrameLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,312]\"><node index=\"0\"
text=\"\"
resource-id=\"com.google.android.apps.photos:id/toolbar_container\"
class=\"android.widget.LinearLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,312]\"><node index=\"0\"
text=\"\"
resource-id=\"com.google.android.apps.photos:id/notification_bar_spacer\"
class=\"android.view.View\" package=\"com.google.android.apps.photos\"
content-desc=\"\" checkable=\"false\" checked=\"false\"
clickable=\"false\" enabled=\"true\" focusable=\"false\"
focused=\"false\" scrollable=\"false\" long-clickable=\"false\"
password=\"false\" selected=\"false\" bounds=\"[0,0][1080,136]\" /><node
index=\"1\" text=\"\"
resource-id=\"com.google.android.apps.photos:id/toolbar\"
class=\"android.view.ViewGroup\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,136][1080,312]\"><node index=\"0\"
text=\"\" resource-id=\"\" class=\"android.widget.ImageButton\"
package=\"com.google.android.apps.photos\" content-desc=\"Show
Navigation Drawer\" checkable=\"false\" checked=\"false\"
clickable=\"true\" enabled=\"true\" focusable=\"true\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,147][154,301]\" /><node index=\"1\"
text=\"\" resource-id=\"\" class=\"android.view.ViewGroup\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[354,136][726,312]\"><node index=\"0\"
text=\"\"
resource-id=\"com.google.android.apps.photos:id/product_lockup_view\"
class=\"android.view.ViewGroup\"
package=\"com.google.android.apps.photos\" content-desc=\"Google
Photos\" checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[354,190][726,259]\"><node index=\"0\"
text=\"\" resource-id=\"com.google.android.apps.photos:id/logo\"
class=\"android.widget.ImageView\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[354,198][541,259]\" /><node index=\"1\"
text=\"Photos\"
resource-id=\"com.google.android.apps.photos:id/product_name\"
class=\"android.widget.TextView\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[552,190][726,259]\" /></node></node><node
index=\"2\" text=\"\" resource-id=\"\"
class=\"android.support.v7.widget.LinearLayoutCompat\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[925,147][1080,301]\"><node index=\"0\"
text=\"\"
resource-id=\"com.google.android.apps.photos:id/selected_account_disc\"
class=\"android.widget.FrameLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"Sign in\"
checkable=\"false\" checked=\"false\" clickable=\"true\"
enabled=\"true\" focusable=\"true\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[925,157][1080,290]\"><node index=\"0\"
text=\"\"
resource-id=\"com.google.android.apps.photos:id/og_selected_account_disc_apd\"
class=\"android.widget.FrameLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[925,157][1058,290]\"><node index=\"0\"
text=\"\"
resource-id=\"com.google.android.apps.photos:id/og_apd_internal_image_view\"
class=\"android.widget.ImageView\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[931,163][1052,284]\" /><node index=\"1\"
text=\"\"
resource-id=\"com.google.android.apps.photos:id/og_apd_ring_view\"
class=\"android.widget.ImageView\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[931,163][1052,284]\"
/></node></node></node></node></node></node></node></node></node></node></node></node></node></node><node
index=\"1\" text=\"\" resource-id=\"android:id/statusBarBackground\"
class=\"android.view.View\" package=\"com.google.android.apps.photos\"
content-desc=\"\" checkable=\"false\" checked=\"false\"
clickable=\"false\" enabled=\"true\" focusable=\"false\"
focused=\"false\" scrollable=\"false\" long-clickable=\"false\"
password=\"false\" selected=\"false\" bounds=\"[0,0][1080,136]\"
/></node></hierarchy>\n, target item description: clickable account disc
in the top right"}]}
  ```
</details>
jacobbieker pushed a commit to withmartian/-ARCHIVED--router-evals that referenced this pull request Jan 9, 2024
@AndrewCEmil
[Eval] Identifying UI Elements and Extracting Resource IDs (openai#1117)
5be5349 
# Thank you for contributing an eval! ♥️

🚨 Please make sure your PR follows these guidelines, **failure to follow
the guidelines below will result in the PR being closed automatically**.
Note that even if the criteria are met, that does not guarantee the PR
will be merged nor GPT-4 access be granted. 🚨

**PLEASE READ THIS**:

In order for a PR to be merged, it must fail on GPT-4. We are aware that
right now, users do not have access, so you will not be able to tell if
the eval fails or not. Please run your eval with GPT-3.5-Turbo, but keep
in mind as we run the eval, if GPT-4 gets higher than 90% on the eval,
we will likely reject it since GPT-4 is already capable of completing
the task.

We plan to roll out a way for users submitting evals to see the eval
performance on GPT-4 soon. Stay tuned! Until then, you will not be able
to see the eval performance on GPT-4. **Starting April 10, the minimum
eval count is 15 samples, we hope this makes it easier to create and
contribute evals.**

Also, please note that we're using **Git LFS** for storing the JSON
files, so please make sure that you move the JSON file to Git LFS before
submitting a PR. Details on how to use Git LFS are available
[here](https://git-lfs.com).

## Eval details 📑

### Eval name

resource_id_extraction

### Eval description

This Eval asks the model to identify UI elements and extract their
resource ID from Android XML dumps.

Android allows you to serialize the content of the screen to XML using
accessibility information. A human can (with effort) read through this
XML and understand approximately what is visible on the screen and what
the semantic intent of UI elements are.

Each sample in the eval contains:
- Instructions to find and identify a ui element and extract its
resource id (or return error code)
- An XML dump from an actual Android app
- A description of a UI element that may or may not be present in the
xml

The eval uses the simple "includes" test to see if the correct resource
id is returned.
 
### What makes this a useful eval?

This eval is useful because:
- It requires semantic understanding of ui elements (foundational
capacity) (eg that the ⭐ button means "add to favorites" and the
➕ button is used to create a new contact)
- It tests against hallucinations (eg sometimes the model may
hallucinate resource ids that don't exist)
- It enforces error codes that distinguish between different problem
states (system message steer-ability)

Given certain successes, it seems that the model has the capacity to
return good responses, but often fails to do so. This eval can be
extended by:
1. Adding more test cases / xml dumps (especially more complex cases
using the larger gpt4 context window)
2. Adding more obscure descriptions of ui elements
3. Extracting information other than resource ids, for example "center
point" of ui elements (computable via their bounding box)

## Criteria for a good eval ✅

Below are some of the criteria we look for in a good eval. In general,
we are seeking cases where the model does not do a good job despite
being capable of generating a good response (note that there are some
things large language models cannot do, so those would not make good
evals).

Your eval should be:

- [x] Thematically consistent: The eval should be thematically
consistent. We'd like to see a number of prompts all demonstrating some
particular failure mode. For example, we can create an eval on cases
where the model fails to reason about the physical world.
- [x] Contains failures where a human can do the task, but either GPT-4
or GPT-3.5-Turbo could not.
- [x] Includes good signal around what is the right behavior. This means
either a correct answer for `Basic` evals or the `Fact` Model-graded
eval, or an exhaustive rubric for evaluating answers for the `Criteria`
Model-graded eval.
- [x] **Include at least 15 high-quality examples.**

If there is anything else that makes your eval worth including, please
document it below.

### Unique eval value

A lot of implicit information is conveyed in UIs. Models reading
serialized UIs have the ability to understand some of that implicit
information. This is quite valuable, not least because it is required in
order to give good results for code completion and generation.

This eval is uniquely valuable because it gives a structured way to
definitively test the model's understanding of code/UIs from something
like a "reading comprehension" perspective, rather than just generation.

## Eval structure 🏗️

Your eval should

- [x] Check that your data is in `evals/registry/data/{name}`
- [x] Check that your YAML is registered at
`evals/registry/evals/{name}.yaml`
- [x] Ensure you have the right to use the data you submit via this eval

(For now, we will only be approving evals that use one of the existing
eval classes. You may still write custom eval classes for your own
cases, and we may consider merging them in the future.)

## Final checklist 👀

### Submission agreement

By contributing to Evals, you are agreeing to make your evaluation logic
and data under the same MIT license as this repository. You must have
adequate rights to upload any data used in an Eval. OpenAI reserves the
right to use this data in future service improvements to our product.
Contributions to OpenAI Evals will be subject to our usual Usage
Policies (<https://platform.openai.com/docs/usage-policies>).

- [x] I agree that my submission will be made available under an MIT
license and complies with OpenAI's usage policies.

### Email address validation

If your submission is accepted, we will be granting GPT-4 access to a
limited number of contributors. Access will be given to the email
address associated with the merged pull request.

- [x] I acknowledge that GPT-4 access will only be granted, if
applicable, to the email address used for my merged pull request.

### Limited availability acknowledgment

We know that you might be excited to contribute to OpenAI's mission,
help improve our models, and gain access to GPT-4. However, due to the
requirements mentioned above and the high volume of submissions, we will
not be able to accept all submissions and thus not grant everyone who
opens a PR GPT-4 access. We know this is disappointing, but we hope to
set the right expectation before you open this PR.

- [x] I understand that opening a PR, even if it meets the requirements
above, does not guarantee the PR will be merged nor GPT-4 access be
granted.

### Submit eval

- [x] I have filled out all required fields of this form
- [x] I have used **Git LFS** for the Eval JSON data
- [ ] (Ignore if not submitting code) I have run `pip install
pre-commit; pre-commit install` and have verified that `black`, `isort`,
and `autoflake` are running when I commit and push

Failure to fill out all required fields will result in the PR being
closed.

### Eval JSON data

Since we are using Git LFS, we are asking eval submitters to add in as
many Eval Samples (at least 5) from their contribution here:

:warning: I was only able to add 1 due to length limits of the PR body.
Sorry!

<details>
  <summary>View evals in JSON</summary>

  ### Eval
  ```jsonl
{"ideal": "com.google.android.apps.photos:id/selected_account_disc",
"input": [{"role": "system", "content": "\nYou have two tasks:\n-
Identify an interactable UI element in an Android XML dump based on a
description of of what it looks like, where it is, or what it does.\n-
Retrieve the corresponding resource ID you would use to interact with
that UI element.\nYou'll be given two inputs:\n- An XML output from the
'dumpXMLHierarchy'.\n- A description of a UI element.\nBased on these
inputs your output should be as follows:\n- If you find the described UI
element and it has a resource ID, return the resource ID.\n- If you
don't find the described UI element, return \"element_not_found\".\n- If
the described UI element is there but it doesn't have a resource ID,
return \"no_resource_id\".\n"}, {"role": "user", "content": "XML output:
<hierarchy rotation=\"0\"><node index=\"0\" text=\"\" resource-id=\"\"
class=\"android.widget.FrameLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,2138]\"><node index=\"0\"
text=\"\" resource-id=\"\" class=\"android.widget.LinearLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,2138]\"><node index=\"0\"
text=\"\" resource-id=\"\" class=\"android.widget.FrameLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,2138]\"><node index=\"0\"
text=\"\"
resource-id=\"com.google.android.apps.photos:id/action_bar_root\"
class=\"android.widget.FrameLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,2138]\"><node index=\"0\"
text=\"\" resource-id=\"android:id/content\"
class=\"android.widget.FrameLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,2138]\"><node index=\"0\"
text=\"\"
resource-id=\"com.google.android.apps.photos:id/touch_capture_view\"
class=\"android.widget.FrameLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,2138]\"><node index=\"0\"
text=\"\"
resource-id=\"com.google.android.apps.photos:id/photo_container\"
class=\"android.widget.FrameLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,2138]\" /><node index=\"1\"
text=\"\"
resource-id=\"com.google.android.apps.photos:id/drawer_layout\"
class=\"androidx.drawerlayout.widget.DrawerLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,2138]\"><node index=\"0\"
text=\"\"
resource-id=\"com.google.android.apps.photos:id/main_container\"
class=\"android.widget.FrameLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,2138]\"><node index=\"0\"
text=\"\"
resource-id=\"com.google.android.apps.photos:id/toolbar_parent\"
class=\"android.view.ViewGroup\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,2138]\"><node index=\"0\"
text=\"\"
resource-id=\"com.google.android.apps.photos:id/touch_capture_view\"
class=\"android.widget.FrameLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,2138]\"><node index=\"0\"
text=\"\" resource-id=\"\" class=\"android.widget.FrameLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,2138]\"><node index=\"0\"
text=\"\"
resource-id=\"com.google.android.apps.photos:id/empty_view_container\"
class=\"android.widget.FrameLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,2138]\"><node index=\"0\"
text=\"\" resource-id=\"\" class=\"android.widget.ScrollView\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"true\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,312][1080,2138]\"><node index=\"0\"
text=\"\" resource-id=\"\" class=\"android.widget.LinearLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,965][1080,1621]\"><node index=\"0\"
text=\"\"
resource-id=\"com.google.android.apps.photos:id/empty_page_image\"
class=\"android.widget.ImageView\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[237,965][842,1180]\" /><node index=\"1\"
text=\"Take a picture.&openai#10;Photos &amp; videos appear here.\"
resource-id=\"com.google.android.apps.photos:id/empty_page_caption\"
class=\"android.widget.TextView\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[155,1230][925,1406]\" /><node index=\"2\"
text=\"No Photos\"
resource-id=\"com.google.android.apps.photos:id/empty_page_title_top\"
class=\"android.widget.TextView\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[155,1406][925,1533]\" /><node index=\"3\"
text=\"\" resource-id=\"\" class=\"android.widget.LinearLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[496,1533][584,1577]\"
/></node></node></node><node index=\"1\" text=\"\"
resource-id=\"com.google.android.apps.photos:id/fragment_container\"
class=\"android.widget.FrameLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,2138]\"><node index=\"0\"
text=\"\"
resource-id=\"com.google.android.apps.photos:id/photos_photogrid_date_scrubber_view\"
class=\"android.widget.FrameLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,2138]\"><node index=\"0\"
text=\"\" resource-id=\"\" class=\"android.widget.FrameLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,2138]\"><node index=\"0\"
text=\"\"
resource-id=\"com.google.android.apps.photos:id/recycler_view\"
class=\"android.support.v7.widget.RecyclerView\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"true\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,2138]\"
/></node></node></node></node></node><node index=\"1\" text=\"\"
resource-id=\"com.google.android.apps.photos:id/scrolling_toolbar_container\"
class=\"android.widget.FrameLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,312]\"><node index=\"0\"
text=\"\"
resource-id=\"com.google.android.apps.photos:id/toolbar_container\"
class=\"android.widget.LinearLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,0][1080,312]\"><node index=\"0\"
text=\"\"
resource-id=\"com.google.android.apps.photos:id/notification_bar_spacer\"
class=\"android.view.View\" package=\"com.google.android.apps.photos\"
content-desc=\"\" checkable=\"false\" checked=\"false\"
clickable=\"false\" enabled=\"true\" focusable=\"false\"
focused=\"false\" scrollable=\"false\" long-clickable=\"false\"
password=\"false\" selected=\"false\" bounds=\"[0,0][1080,136]\" /><node
index=\"1\" text=\"\"
resource-id=\"com.google.android.apps.photos:id/toolbar\"
class=\"android.view.ViewGroup\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,136][1080,312]\"><node index=\"0\"
text=\"\" resource-id=\"\" class=\"android.widget.ImageButton\"
package=\"com.google.android.apps.photos\" content-desc=\"Show
Navigation Drawer\" checkable=\"false\" checked=\"false\"
clickable=\"true\" enabled=\"true\" focusable=\"true\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[0,147][154,301]\" /><node index=\"1\"
text=\"\" resource-id=\"\" class=\"android.view.ViewGroup\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[354,136][726,312]\"><node index=\"0\"
text=\"\"
resource-id=\"com.google.android.apps.photos:id/product_lockup_view\"
class=\"android.view.ViewGroup\"
package=\"com.google.android.apps.photos\" content-desc=\"Google
Photos\" checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[354,190][726,259]\"><node index=\"0\"
text=\"\" resource-id=\"com.google.android.apps.photos:id/logo\"
class=\"android.widget.ImageView\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[354,198][541,259]\" /><node index=\"1\"
text=\"Photos\"
resource-id=\"com.google.android.apps.photos:id/product_name\"
class=\"android.widget.TextView\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[552,190][726,259]\" /></node></node><node
index=\"2\" text=\"\" resource-id=\"\"
class=\"android.support.v7.widget.LinearLayoutCompat\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[925,147][1080,301]\"><node index=\"0\"
text=\"\"
resource-id=\"com.google.android.apps.photos:id/selected_account_disc\"
class=\"android.widget.FrameLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"Sign in\"
checkable=\"false\" checked=\"false\" clickable=\"true\"
enabled=\"true\" focusable=\"true\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[925,157][1080,290]\"><node index=\"0\"
text=\"\"
resource-id=\"com.google.android.apps.photos:id/og_selected_account_disc_apd\"
class=\"android.widget.FrameLayout\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[925,157][1058,290]\"><node index=\"0\"
text=\"\"
resource-id=\"com.google.android.apps.photos:id/og_apd_internal_image_view\"
class=\"android.widget.ImageView\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[931,163][1052,284]\" /><node index=\"1\"
text=\"\"
resource-id=\"com.google.android.apps.photos:id/og_apd_ring_view\"
class=\"android.widget.ImageView\"
package=\"com.google.android.apps.photos\" content-desc=\"\"
checkable=\"false\" checked=\"false\" clickable=\"false\"
enabled=\"true\" focusable=\"false\" focused=\"false\"
scrollable=\"false\" long-clickable=\"false\" password=\"false\"
selected=\"false\" bounds=\"[931,163][1052,284]\"
/></node></node></node></node></node></node></node></node></node></node></node></node></node></node><node
index=\"1\" text=\"\" resource-id=\"android:id/statusBarBackground\"
class=\"android.view.View\" package=\"com.google.android.apps.photos\"
content-desc=\"\" checkable=\"false\" checked=\"false\"
clickable=\"false\" enabled=\"true\" focusable=\"false\"
focused=\"false\" scrollable=\"false\" long-clickable=\"false\"
password=\"false\" selected=\"false\" bounds=\"[0,0][1080,136]\"
/></node></hierarchy>\n, target item description: clickable account disc
in the top right"}]}
  ```
</details>
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@logankilpatrick @andrew-openai