Model Evaluation for Roboflow Instant Models

You can now run Model Evaluations on Roboflow Instant models.

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.