Papers
What is Papers?
Discover how Papers can enhance your workflow
Key Capabilities
What makes Papers powerful
Task leaderboards
See ranked results datasets and metrics for each task so you can assess progress and pick baselines quickly.
Official repos
Open linked implementations and instructions for methods to reduce trial setup time and friction.
Filters and metrics
Filter by dataset framework or metric to compare approaches fairly and decide what to test first.
APIs and dumps
Fetch structured data for classes reviews and meta research so findings are transparent and reproducible.
Key Features
What makes Papers stand out
- Task pages: Browse leaderboards datasets methods and metrics for a clear view of the SOTA landscape
- Paper pages: See official code repos versions and licenses linked directly from publications
- Filters and compare: Slice by dataset metric task or framework to evaluate methods quickly
- Community edits: Propose changes and add repos with moderation to keep entries accurate
- APIs and dumps: Pull structured task and result data for meta analysis and education at scale
- Trends and guides: Explore curated topics tutorials and learning paths for emerging areas
- Repro focus: Emphasize licensing versions and seeds so results are comparable and responsible
- Search and alerts: Track new papers methods and tasks to stay current with your domain
Use Cases
How Papers can help you
- Find baseline code for a new task and run it quickly
- Compare methods across datasets and metrics before experiments
- Build teaching labs with real repos and tasks for students
- Extract benchmark data for reviews and meta analysis
- Track trending tasks and papers in a research area
- Check licenses and versions before reuse in products
- Identify gaps where a method lacks an implementation
- Automate weekly digests of new results in your field
Perfect For
ml researchers, engineers, students, educators, reviewers and data scientists who need fast paths from papers to code and reproducible benchmarks
Quick Information
Compare Papers with Alternatives
See how Papers stacks up against similar tools
Frequently Asked Questions
Is Papers with Code free?
Can I access data programmatically?
How current are leaderboards?
Does it only cover deep learning?
Are repos vetted for licenses?
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