LAION-AI / LAION-AI/project-menu

Build standard evaluation repo for clip-like models

Open
#13 2 comments 0 reactions 0 assignees View on GitHub

Nobody has claimed this yet.

evaluation
Dominant language
No language data
Stars
12
Forks
4
PR merge metrics
No merged PRs in 30d

Description

  • zero shot on many dataset
  • retrieval metrics
  • Clip guided generation metrics

Will help compare fairly the various clip models that get trained and help researchers know what is valuable in their models and techniques

Contributor guide

No contributing guide indexed for this repository

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

No files, tests, or entry points are named. Start by defining the evaluation repository scope around zero-shot evaluation across datasets, retrieval metrics, and CLIP-guided generation metrics; done means these comparisons can be run consistently across CLIP-like models.

Written by the indexing model from the issue text.

Assessment

Tech stack
machine-learning
Domain
machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.