# Model Evaluation for Roboflow Instant Models

{% embed url="<https://www.loom.com/share/dbf456ea90fa4b88a63b43467d882e73?sid=c16b8ede-270c-4a42-91a3-b767b6660ce3>" %}

You can now run [Model Evaluations](https://docs.roboflow.com/train/evaluate-trained-models) on [Roboflow Instant models](https://docs.roboflow.com/train/roboflow-instant).

This release lets you:

* Access tools like the Confusion Matrix, Vector Analysis, and view Precision and Recall metrics for Instant models
* Compare Ground Truth vs Predictions in the image viewer
* Runs on validation and test set images
* Supports custom confidence thresholds for Instant (90–99%) → Use the confidence slider to explore optimal confidence

Evaluations trigger automatically after Instant training if your dataset contains images in the valid or test datasets. You can also trigger a model evaluation manually for existing models as long as you have valid or test images in your dataset.

This feature is available for all Roboflow Instant models.<br>


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# Agent Instructions: Querying This Documentation

If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://docs.roboflow.com/changelog/explore-by-month/june-2025/model-evaluation-for-roboflow-instant-models.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.
