[BUG]: Review Riva team's accuracy evaluation

### Version

26.5.0

### Which installation method(s) does this occur on?

_No response_

### Describe the bug.

https://docs.google.com/document/d/1fSYnHgH2-Q0MTlL_HcYGOmCL4ntyKwWh_ZRl1JFQXPQ/edit?tab=t.0

### Minimum reproducible example

```shell

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### Relevant log output

```shell

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### Other/Misc.

_No response_