zilliztech / zilliztech/VectorDBBench
Where is the parameter sweep
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Description
For the numbers reported here: https://zilliz.com/vdbbench-leaderboard?dataset=vectorSearch
What are the parameters to sweep over to reproduce plots for Zilliz and other databases
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First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start with the linked Zilliz leaderboard for the vectorSearch dataset and inspect the repository's benchmark entry points to identify the parameters used for each database. Document the sweep values and the steps needed to reproduce the reported plots, confirming that the documented settings match the leaderboard results.
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Assessment
- Tech stack
- python
- Domain
- databases, performance
- Issue type
- Documentation
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Quiet
- Clarity
- Needs clarification
- Newbie friendliness
- 35/100