aws / aws/amazon-sagemaker-feedback

Comparing registered models shows metrics diff only after individual models were loaded

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bug
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Description

### Product Version

- [ ] Amazon SageMaker Studio Classic
- [x] Amazon SageMaker Studio
- [ ] Issue is not related to SageMaker Studio

### Issue Description

In SageMaker Studio model registry, you can compare two models like this:
![Image](https://github.com/user-attachments/assets/bd4367f6-7826-45f7-b6a2-077bbc19bd2a)

However, once you click 'compare', you don't see all metrics of the models. I.e. below, the version 7 metrics are not shown.

Image

This only changes when you went to click on the model details and the metrics were loaded and you go back.

### Expected Behavior

Showing all metrics without having to manually loading them first.

### Observed Behavior

No model metrics are loaded.

### Product Category

_No response_

### Feedback Category

_No response_

### Other Details

_No response_

Contributor guide

Open the contributing guide

Research direction

Start by reproducing the issue in Amazon SageMaker Studio's model registry: compare two registered models before opening either model's details, then repeat after loading an individual model's metrics. Done means the comparison view shows all metrics immediately, without requiring manual visits to the model details.

Written by the indexing model from the issue text.

Assessment

Tech stack
aws
Domain
machine-learning
Issue type
Bug
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
35/100

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