Update base for the homepage link

[tintinrevient]

Changes

Resolves # (issue)

Please include a summary of the changes and the related issue. Please also
include relevant motivation and context. List any dependencies that are required
for this change.

Checklist

• I broke the PR down so that it contains a reasonable amount of changes for an effective review
• I performed a self-review of my code. Amongst other things, I have commented my code in hard-to-understand areas.
• I made corresponding changes to the documentation
• I added tests that prove my fix is effective or that my feature works
• I accounted for dependent changes to be merged and published in downstream modules

[tintinrevient]

✅ The benchmark has been finished successfully.
📈 The result is as below:

game,model,dataset,spearman
supervised,pls,NEIME_2019,0.0950824608163625
supervised,ritaregressor,NEIME_2019,-0.009147395684344445
zero-shot,esm,ranganathan,-0.04390739267156756