lightly-ai / lightly-ai/lightly

Cleanup Benchmark Docs

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documentation enhancement
Dominant language
Python
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Forks
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Avg merge
3d 22h
Merged PRs (30d)
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Description

## Description

The bechmark docs page is quite outdated and doesn't look very nice. It could do with some love.

https://docs.lightly.ai/self-supervised-learning/getting_started/benchmarks.html

## Tasks

- [ ] Cleanup the benchmark page and make it more appealing
- [ ] Remove outdated/deprecated content
- [x] Make tables in readme, benchmark scripts, and benchmark docs consistent (epochs, batch size order!)

Contributor guide

Open the contributing guide

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

Start with the benchmark page at docs.lightly.ai/self-supervised-learning/getting_started/benchmarks.html, then compare its content with the README and benchmark scripts. Remove outdated or deprecated material and leave the page visually cleaner, with the documented tables consistent with the README and scripts.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
documentation, machine-learning
Issue type
Documentation
Difficulty
3/5
Estimated time
1-2 days
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
35/100

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