# View Training Results Training graphs let you see the status of your model during training. Training graphs are available for all models trained on Roboflow. You will also see metrics that summarise your model performance. The metrics you will see will depend on your model type: * Object detection projects show the precision, recall, and mAP of the model. * Classification projects show accuracy. * Segmentation and keypoint models show mAP score. * Multimodal models show perplexity. ## During Training After you start training a model, a message will appear on the dataset version page associated with the model you are training. This message will first say that a training machine is starting. You will then see training graphs appear live as your model trains:

### NAS Training Charts For models trained with Neural Architecture Search (NAS) on object detection or instance segmentation projects, a specialized paired chart view is displayed instead of standard training graphs: * **Training Progress Band** — A gradient-filled band showing the range of model performance (upper and lower bounds) over training epochs. Hover over any epoch to inspect metrics at that point. A pulsing indicator shows the current training front during live training. * **Epoch Snapshot** — A Pareto curve showing the trade-off between model latency and accuracy for the architectures evaluated at each epoch. The gradient spectrum ranges from faster (lighter) to more accurate (darker) models. ## After Training When your model has finished training, you can view metrics from the training process. To find your training graphs for a model after training, first click the Models tab in the sidebar:

Then, click on the model version whose training graphs you want to see. Scroll down on the page until you see the Training Graphs section:

## Test Your Model You can test your model on an image from the Visualize page. Visualize is a good way to run quick checks to see how your model performs before you build your application logic in Workflows. The Visualize feature works for object detection, segmentation, classification, and keypoint models. Visualize is not supported for multimodal projects. To test a model, click Visualize on the right sidebar. The Visualize page will then open:

The Visualize tab will show several images from your test set from which you can select to run on your model. You can also uplaod your own images and videos, or try with your webcam. To find deployment instructions for your model, click Try on My Machine. You can also deploy your model on Roboflow Workflows. --- # 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/train/training-results.md?ask= ``` 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.