# honalele/foundation-models-meet-driving-world-models architecture

> Architecture diagram of the GitHub repository honalele/foundation-models-meet-driving-world-models, generated by GitDiagram from its file tree, README and a sample of source files (last updated 2026-09-28). It is an AI-made overview: check details against the source.

- Interactive diagram: https://gitdiagram.com/honalele/foundation-models-meet-driving-world-models
- Repository: https://github.com/honalele/foundation-models-meet-driving-world-models

## Overview

This repository presents a curated narrative survey of foundation models for driving world models, rather than an executable software product. Its reader-facing path is from the survey overview through the four FM roles to comparative analysis and research gaps. The README also documents industry platforms, benchmarks and datasets, and explainability. Only the README is present in the supplied tree, so all repository nodes point there; connections describe documented organization, not runtime calls.

Main entry points: [`README.md`](https://github.com/honalele/foundation-models-meet-driving-world-models/blob/main/README.md) (Survey overview)

## Diagram (Mermaid)

```mermaid
flowchart TD

subgraph group_survey["Survey framework"]
  node_overview["Survey overview<br/>[README.md]"]
  node_protocol["Collection protocol<br/>[README.md]"]
  node_taxonomy["Role taxonomy<br/>[README.md]"]
end

subgraph group_roles["FM roles"]
  node_encoder["World encoder<br/>[README.md]"]
  node_simulator["World simulator<br/>[README.md]"]
  node_reasoner["World reasoner<br/>[README.md]"]
  node_dataengine["Data engine<br/>[README.md]"]
end

subgraph group_analysis["Analysis and resources"]
  node_comparison["Comparison tables<br/>[README.md]"]
  node_industry["Industry platforms<br/>[README.md]"]
  node_benchmarks["Benchmarks and datasets<br/>[README.md]"]
  node_trust["Explainability and trust<br/>[README.md]"]
  node_challenges["Open challenges<br/>[README.md]"]
  node_references["Paper list<br/>[README.md]"]
end

node_reader(("Reader"))

node_reader -->|"reads"| node_overview
node_overview -->|"documents"| node_protocol
node_overview -->|"organizes by"| node_taxonomy
node_taxonomy -->|"defines role"| node_encoder
node_taxonomy -->|"defines role"| node_simulator
node_taxonomy -->|"defines role"| node_reasoner
node_taxonomy -->|"defines role"| node_dataengine
node_overview -->|"compares roles"| node_comparison
node_overview -->|"reviews"| node_industry
node_overview -->|"covers"| node_benchmarks
node_overview -->|"analyzes"| node_trust
node_overview -->|"identifies"| node_challenges
node_overview -->|"cites"| node_references

click node_overview "https://github.com/honalele/foundation-models-meet-driving-world-models/blob/main/README.md"
click node_protocol "https://github.com/honalele/foundation-models-meet-driving-world-models/blob/main/README.md"
click node_taxonomy "https://github.com/honalele/foundation-models-meet-driving-world-models/blob/main/README.md"
click node_encoder "https://github.com/honalele/foundation-models-meet-driving-world-models/blob/main/README.md"
click node_simulator "https://github.com/honalele/foundation-models-meet-driving-world-models/blob/main/README.md"
click node_reasoner "https://github.com/honalele/foundation-models-meet-driving-world-models/blob/main/README.md"
click node_dataengine "https://github.com/honalele/foundation-models-meet-driving-world-models/blob/main/README.md"
click node_comparison "https://github.com/honalele/foundation-models-meet-driving-world-models/blob/main/README.md"
click node_industry "https://github.com/honalele/foundation-models-meet-driving-world-models/blob/main/README.md"
click node_benchmarks "https://github.com/honalele/foundation-models-meet-driving-world-models/blob/main/README.md"
click node_trust "https://github.com/honalele/foundation-models-meet-driving-world-models/blob/main/README.md"
click node_challenges "https://github.com/honalele/foundation-models-meet-driving-world-models/blob/main/README.md"
click node_references "https://github.com/honalele/foundation-models-meet-driving-world-models/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_overview,node_protocol,node_taxonomy toneBlue
class node_encoder,node_simulator,node_reasoner,node_dataengine toneAmber
class node_comparison,node_industry,node_benchmarks,node_trust,node_challenges,node_references toneMint
class node_reader toneIndigo
```

## Components

### Survey framework

- [Survey overview](https://github.com/honalele/foundation-models-meet-driving-world-models/blob/main/README.md): `README.md`
- [Collection protocol](https://github.com/honalele/foundation-models-meet-driving-world-models/blob/main/README.md): `README.md`
- [Role taxonomy](https://github.com/honalele/foundation-models-meet-driving-world-models/blob/main/README.md): `README.md`

### FM roles

- [World encoder](https://github.com/honalele/foundation-models-meet-driving-world-models/blob/main/README.md): `README.md`
- [World simulator](https://github.com/honalele/foundation-models-meet-driving-world-models/blob/main/README.md): `README.md`
- [World reasoner](https://github.com/honalele/foundation-models-meet-driving-world-models/blob/main/README.md): `README.md`
- [Data engine](https://github.com/honalele/foundation-models-meet-driving-world-models/blob/main/README.md): `README.md`

### Analysis and resources

- [Comparison tables](https://github.com/honalele/foundation-models-meet-driving-world-models/blob/main/README.md): `README.md`
- [Industry platforms](https://github.com/honalele/foundation-models-meet-driving-world-models/blob/main/README.md): `README.md`
- [Benchmarks and datasets](https://github.com/honalele/foundation-models-meet-driving-world-models/blob/main/README.md): `README.md`
- [Explainability and trust](https://github.com/honalele/foundation-models-meet-driving-world-models/blob/main/README.md): `README.md`
- [Open challenges](https://github.com/honalele/foundation-models-meet-driving-world-models/blob/main/README.md): `README.md`
- [Paper list](https://github.com/honalele/foundation-models-meet-driving-world-models/blob/main/README.md): `README.md`

### Other components

- **Reader**

## Connections

- Reader → Survey overview: reads
- Survey overview → Collection protocol: documents
- Survey overview → Role taxonomy: organizes by
- Role taxonomy → World encoder: defines role
- Role taxonomy → World simulator: defines role
- Role taxonomy → World reasoner: defines role
- Role taxonomy → Data engine: defines role
- Survey overview → Comparison tables: compares roles
- Survey overview → Industry platforms: reviews
- Survey overview → Benchmarks and datasets: covers
- Survey overview → Explainability and trust: analyzes
- Survey overview → Open challenges: identifies
- Survey overview → Paper list: cites