# harbinzzy/all-in-one-image-restoration-survey architecture

> Architecture diagram of the GitHub repository harbinzzy/all-in-one-image-restoration-survey, generated by GitDiagram from its file tree, README and a sample of source files (last updated 2026-09-29). It is an AI-made overview: check details against the source.

- Interactive diagram: https://gitdiagram.com/harbinzzy/all-in-one-image-restoration-survey
- Repository: https://github.com/harbinzzy/all-in-one-image-restoration-survey

## Overview

This repository is a README-based research resource, not an image-restoration runtime. Its main workflow is to browse the all-in-one image restoration paper list by year, then consult model comparisons across documented benchmark datasets. The README also points to the survey paper and provides citation and contribution sections. Only README.md is present in the supplied tree, so the graph represents documented navigation and links; it does not infer how benchmark results were produced or how the survey was assembled.

Main entry points: [`README.md`](https://github.com/harbinzzy/all-in-one-image-restoration-survey/blob/main/README.md) (Benchmark index)

## Diagram (Mermaid)

```mermaid
flowchart TD

subgraph group_literature["Paper catalog"]
  node_readme["Resource README<br/>[README.md]"]
  node_paper_list["Methods by year<br/>[README.md]"]
end

subgraph group_benchmarks["Benchmark comparisons"]
  node_benchmark_index["Benchmark index<br/>[README.md]"]
  node_three_datasets["Three datasets<br/>[README.md]"]
  node_five_datasets["Five datasets<br/>[README.md]"]
  node_all_weather["All-weather data<br/>[README.md]"]
  node_real_weather["Real-world weather<br/>[README.md]"]
  node_cdd11["CDD-11 data<br/>[README.md]"]
  node_foundir["FoundIR datasets<br/>[README.md]"]
end

subgraph group_reference["Survey reference"]
  node_survey_paper["Survey paper"]
  node_citations["Citation guidance<br/>[README.md]"]
  node_contributing["Contribution guidance<br/>[README.md]"]
end

node_researcher(("Researcher"))

node_researcher -->|"browses"| node_readme
node_readme -->|"links to"| node_paper_list
node_readme -->|"links to"| node_benchmark_index
node_readme -->|"links to"| node_survey_paper
node_readme -->|"provides"| node_citations
node_readme -->|"provides"| node_contributing
node_benchmark_index -->|"links to"| node_three_datasets
node_benchmark_index -->|"links to"| node_five_datasets
node_benchmark_index -->|"links to"| node_all_weather
node_benchmark_index -->|"links to"| node_real_weather
node_benchmark_index -->|"links to"| node_cdd11
node_benchmark_index -->|"links to"| node_foundir

click node_readme "https://github.com/harbinzzy/all-in-one-image-restoration-survey/blob/main/README.md"
click node_paper_list "https://github.com/harbinzzy/all-in-one-image-restoration-survey/blob/main/README.md"
click node_benchmark_index "https://github.com/harbinzzy/all-in-one-image-restoration-survey/blob/main/README.md"
click node_three_datasets "https://github.com/harbinzzy/all-in-one-image-restoration-survey/blob/main/README.md"
click node_five_datasets "https://github.com/harbinzzy/all-in-one-image-restoration-survey/blob/main/README.md"
click node_all_weather "https://github.com/harbinzzy/all-in-one-image-restoration-survey/blob/main/README.md"
click node_real_weather "https://github.com/harbinzzy/all-in-one-image-restoration-survey/blob/main/README.md"
click node_cdd11 "https://github.com/harbinzzy/all-in-one-image-restoration-survey/blob/main/README.md"
click node_foundir "https://github.com/harbinzzy/all-in-one-image-restoration-survey/blob/main/README.md"
click node_citations "https://github.com/harbinzzy/all-in-one-image-restoration-survey/blob/main/README.md"
click node_contributing "https://github.com/harbinzzy/all-in-one-image-restoration-survey/blob/main/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_readme,node_paper_list toneBlue
class node_benchmark_index,node_three_datasets,node_five_datasets,node_all_weather,node_real_weather,node_cdd11,node_foundir toneAmber
class node_survey_paper,node_citations,node_contributing toneMint
class node_researcher toneIndigo
```

## Components

### Paper catalog

- [Resource README](https://github.com/harbinzzy/all-in-one-image-restoration-survey/blob/main/README.md): `README.md`
- [Methods by year](https://github.com/harbinzzy/all-in-one-image-restoration-survey/blob/main/README.md): `README.md`

### Benchmark comparisons

- [Benchmark index](https://github.com/harbinzzy/all-in-one-image-restoration-survey/blob/main/README.md): `README.md`
- [Three datasets](https://github.com/harbinzzy/all-in-one-image-restoration-survey/blob/main/README.md): `README.md`
- [Five datasets](https://github.com/harbinzzy/all-in-one-image-restoration-survey/blob/main/README.md): `README.md`
- [All-weather data](https://github.com/harbinzzy/all-in-one-image-restoration-survey/blob/main/README.md): `README.md`
- [Real-world weather](https://github.com/harbinzzy/all-in-one-image-restoration-survey/blob/main/README.md): `README.md`
- [CDD-11 data](https://github.com/harbinzzy/all-in-one-image-restoration-survey/blob/main/README.md): `README.md`
- [FoundIR datasets](https://github.com/harbinzzy/all-in-one-image-restoration-survey/blob/main/README.md): `README.md`

### Survey reference

- **Survey paper**
- [Citation guidance](https://github.com/harbinzzy/all-in-one-image-restoration-survey/blob/main/README.md): `README.md`
- [Contribution guidance](https://github.com/harbinzzy/all-in-one-image-restoration-survey/blob/main/README.md): `README.md`

### Other components

- **Researcher**

## Connections

- Researcher → Resource README: browses
- Resource README → Methods by year: links to
- Resource README → Benchmark index: links to
- Resource README → Survey paper: links to
- Resource README → Citation guidance: provides
- Resource README → Contribution guidance: provides
- Benchmark index → Three datasets: links to
- Benchmark index → Five datasets: links to
- Benchmark index → All-weather data: links to
- Benchmark index → Real-world weather: links to
- Benchmark index → CDD-11 data: links to
- Benchmark index → FoundIR datasets: links to