Skip to content

Question about the evaluation protocol used for MemGallery #64

Description

@AnikiFan

Hi, thank you for your inspiring work!

While trying to reproduce the results on the MemGallery benchmark, I noticed that the provided adapter appears to use only textual information rather than the original images:

https://github.com/aiming-lab/SimpleMem/blob/main/OmniSimpleMem/benchmarks/memgallery/adapter.py#L144-L173

In particular, the _build_image_catalog function seems to construct the image catalog using image captions instead of the image content itself:

https://github.com/aiming-lab/SimpleMem/blob/main/OmniSimpleMem/benchmarks/memgallery/adapter.py#L202-L212

Could you please clarify whether the MemGallery results reported in the paper were obtained using a text-only evaluation protocol based on image captions?

If not, could you point me to the code or configuration used for evaluating the model with the original image modality?

Thank you!

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Type

    No type
    No fields configured for issues without a type.

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions