# paperswithcode/paperswithcode-data architecture

> Architecture diagram of the GitHub repository paperswithcode/paperswithcode-data, generated by GitDiagram from its file tree, README and a sample of source files (last updated 2026-09-30). It is an AI-made overview: check details against the source.

- Interactive diagram: https://gitdiagram.com/paperswithcode/paperswithcode-data
- Repository: https://github.com/paperswithcode/paperswithcode-data

## Overview

This repository is a daily regenerated collection of Papers with Code datasets, not an application runtime. Its documented product is downloadable data dumps covering papers, paper-to-code links, evaluation tables, methods, and datasets. The README identifies the datasets and their format, but provides no implementation source or internal processing relationships, so the graph is limited to the documented data products and their external publisher. The datasets JSON is noted as compatible with the sota-extractor format; no loader implementation is present in this repository tree.

Main entry points: [`README.md`](https://github.com/paperswithcode/paperswithcode-data/blob/master/README.md) (Papers and abstracts)

## Diagram (Mermaid)

```mermaid
flowchart TD

subgraph group_data["Dataset products"]
  node_papers["Papers and abstracts<br/>[README.md]"]
  node_links["Paper-code links<br/>[README.md]"]
  node_evaluations["Evaluation tables<br/>[README.md]"]
  node_methods["Methods<br/>[README.md]"]
  node_datasets["Datasets JSON<br/>[README.md]"]
end

node_user(("Data user"))
node_publisher["Hugging Face datasets"]

node_publisher -->|"hosts"| node_papers
node_publisher -->|"hosts"| node_links
node_publisher -->|"hosts"| node_evaluations
node_publisher -->|"hosts"| node_methods
node_publisher -->|"hosts"| node_datasets
node_user -->|"downloads"| node_papers
node_user -->|"downloads"| node_links
node_user -->|"downloads"| node_evaluations
node_user -->|"downloads"| node_methods
node_user -->|"downloads"| node_datasets

click node_papers "https://github.com/paperswithcode/paperswithcode-data/blob/master/README.md"
click node_links "https://github.com/paperswithcode/paperswithcode-data/blob/master/README.md"
click node_evaluations "https://github.com/paperswithcode/paperswithcode-data/blob/master/README.md"
click node_methods "https://github.com/paperswithcode/paperswithcode-data/blob/master/README.md"
click node_datasets "https://github.com/paperswithcode/paperswithcode-data/blob/master/README.md"

classDef toneNeutral fill:#f8fafc,stroke:#334155,stroke-width:1.5px,color:#0f172a
classDef toneBlue fill:#dbeafe,stroke:#2563eb,stroke-width:1.5px,color:#172554
classDef toneAmber fill:#fef3c7,stroke:#d97706,stroke-width:1.5px,color:#78350f
classDef toneMint fill:#dcfce7,stroke:#16a34a,stroke-width:1.5px,color:#14532d
classDef toneRose fill:#ffe4e6,stroke:#e11d48,stroke-width:1.5px,color:#881337
classDef toneIndigo fill:#e0e7ff,stroke:#4f46e5,stroke-width:1.5px,color:#312e81
classDef toneTeal fill:#ccfbf1,stroke:#0f766e,stroke-width:1.5px,color:#134e4a
class node_papers,node_links,node_evaluations,node_methods,node_datasets,node_user toneBlue
class node_publisher toneIndigo
```

## Components

### Dataset products

- [Papers and abstracts](https://github.com/paperswithcode/paperswithcode-data/blob/master/README.md): `README.md`
- [Paper-code links](https://github.com/paperswithcode/paperswithcode-data/blob/master/README.md): `README.md`
- [Evaluation tables](https://github.com/paperswithcode/paperswithcode-data/blob/master/README.md): `README.md`
- [Methods](https://github.com/paperswithcode/paperswithcode-data/blob/master/README.md): `README.md`
- [Datasets JSON](https://github.com/paperswithcode/paperswithcode-data/blob/master/README.md): `README.md`

### Other components

- **Data user**
- **Hugging Face datasets**

## Connections

- Hugging Face datasets → Papers and abstracts: hosts (evidence: `README.md`)
- Hugging Face datasets → Paper-code links: hosts (evidence: `README.md`)
- Hugging Face datasets → Evaluation tables: hosts (evidence: `README.md`)
- Hugging Face datasets → Methods: hosts (evidence: `README.md`)
- Hugging Face datasets → Datasets JSON: hosts (evidence: `README.md`)
- Data user → Papers and abstracts: downloads (evidence: `README.md`)
- Data user → Paper-code links: downloads (evidence: `README.md`)
- Data user → Evaluation tables: downloads (evidence: `README.md`)
- Data user → Methods: downloads (evidence: `README.md`)
- Data user → Datasets JSON: downloads (evidence: `README.md`)