This is the feedback and issues repository for CodeSOTA - your comprehensive resource for the State of the Art in Machine Learning.
CodeSOTA (codesota.com) is a platform that provides up-to-date information about state-of-the-art machine learning benchmarks, datasets, and research areas. Visit the live site at:
The CodeSOTA registry — the dated, sourced, tiered record behind every number on the site — is published here as plain JSON, diffable and forkable:
registry/benchmark_results.json is the core data; see registry/README.md
for the full file list, schema, and how to submit corrections by issue or pull request. The live
API serves the same data at codesota.com/api/tasks.
This repository hosts the public registry (above) and collects feedback, bug reports, feature requests, and benchmark submissions from the community. The main site codebase is maintained separately.
See CONTRIBUTING.md for the full workflow. The short version — pick the channel that matches what you want to do:
| Contribution | Channel |
|---|---|
| Submit a paper | codesota.com/submit (no account needed) |
| Submit a result to a leaderboard | codesota.com/contribute/score or the Submit a result form |
| Propose a new task | New task form |
| Propose a new benchmark / dataset / leaderboard | New benchmark form |
| Fix a wrong number, link, or label | Correction form, or a PR against registry/ |
| Bulk data additions | Pull request against registry/ (schema in registry/README.md) |
| Report a site bug | Bug report |
| Suggest a feature | Feature request |
Two rules apply everywhere: every result needs a citable primary source, and you verify what you submit yourself — see CONTRIBUTING.md.
- Be respectful and constructive
- Search existing issues before creating new ones
- Provide as much detail as possible
- Stay on topic
For general inquiries about CodeSOTA, please visit codesota.com.
Thank you for helping make CodeSOTA better!