Skip to content

Discrepancies in the scores of Gemini 1.5 Pro (May) #114

Open

Description

@nandovallec

Hello,
I downloaded the file 'Gemini-Pro-1.5 (May)/Scenario.codegeneration_10_0.2_eval_all.json' from the associated repository in HuggingFace.
When I calculate the metrics based on the results already computed in the file I obtain:

Overall pass@1 average: 0.382 over 400 problems
Easy : 0.787 over 142 problems
Medium : 0.221 over 168 problems
Hard : 0.046 over 90 problems

However, if I calculate the results myself with the custom evaluator, I obtain:

Overall pass@1 average: 0.406 over 400 problems
Easy : 0.827 over 142 problems
Medium : 0.242 over 168 problems
Hard : 0.046 over 90 problems

And according to the paper, the results should look like:

Overall pass@1 average: 0.33 over 400 problems
Easy : 0.76 over 142 problems
Medium : 0.194 over 168 problems
Hard : 0.035 over 90 problems

Would it be posible to get some clarification about this?
Furthermore, maybe providing some file and the results expected to double-check that the evaluators are correct.

Thank you for your time and effort.

Activity

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Type

    No type

    Projects

    No projects

      Milestone

      No milestone

      Relationships

      None yet

      Development

      No branches or pull requests

      Issue actions