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3 changes: 2 additions & 1 deletion README.md
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Expand Up @@ -84,11 +84,12 @@ We warmly welcome researchers to share their views on this framework or thoughts


### Important Docs <!-- omit in toc -->
The following three documents are essential to this project (click to navigate):
The following four documents are essential to this project (click to navigate):

- [docs/planning.md](docs/planning.md): This document tracks the short-term optimization goals and future development plans for OpenWorldLib.
- [docs/awesome_world_models.md](docs/awesome_world_model.md): This document records cutting-edge research, related surveys, and open-source projects on world models.
- [docs/installation.md](docs/installation.md): This document provides installation instructions for different methods in OpenWorldLib.
- [Development Guide](https://wcny4qa9krto.feishu.cn/wiki/XtPJwf5XQipP7RkeVv0ckyWlnNd?from=from_copylink): This document provides a framework template for OpenWorldLib, intended to serve as a reference for code integration for developers in the world model community.


### Table of Contents <!-- omit in toc -->
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3 changes: 2 additions & 1 deletion README_zh.md
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Expand Up @@ -86,11 +86,12 @@


### 重要文档 <!-- omit in toc -->
以下三份文档对本项目至关重要（点击可跳转）：
以下四份文档对本项目至关重要（点击可跳转）：

- [docs/planning.md](docs/planning.md)：该文档跟踪 OpenWorldLib 的短期优化目标和未来发展计划。
- [docs/awesome_world_models.md](docs/awesome_world_model.md)：该文档记录了世界模型相关的前沿研究、综述论文和开源项目。
- [docs/installation.md](docs/installation.md)：该文档提供了 OpenWorldLib 中不同方法的安装说明。
- [开发流程指南](https://wcny4qa9krto.feishu.cn/wiki/XtPJwf5XQipP7RkeVv0ckyWlnNd?from=from_copylink): 该文档提供了 OpenWorldLib 的框架模板，旨在为世界模型社区的开发者提供代码合并的参考。


### 目录 <!-- omit in toc -->
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12 changes: 11 additions & 1 deletion docs/awesome_world_model.md
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Expand Up @@ -5,7 +5,6 @@
<details>
<summary><strong>1. Core Concepts & General World Models</strong></summary>

- **Infinite-World** · [[Paper]](https://arxiv.org/abs/2602.02393) [[Code]](https://github.com/MeiGen-AI/Infinite-World)
- **World-Simulator** · [[Paper]](https://arxiv.org/pdf/2503.04641) [[Code]](https://github.com/ALEEEHU/World-Simulator)
- **Is Sora a World Simulator? A Comprehensive Survey on General World Models and Beyond** · [[Paper]](https://arxiv.org/pdf/2405.03520) [[Code]](https://github.com/GigaAI-research/General-World-Models-Survey)
- **Understanding World or Predicting Future? A Comprehensive Survey of World Models** · [[Paper]](https://arxiv.org/abs/2411.14499) [[Code]](https://github.com/tsinghua-fib-lab/World-Model)
Expand Down Expand Up @@ -147,6 +146,7 @@
- **RealWonder** · [[Paper]](https://arxiv.org/pdf/2603.05449) [[Code]](https://github.com/liuwei283/RealWonder)
- **emu3.5** · [[Paper]](https://arxiv.org/pdf/2510.26583) [[Code]](https://github.com/baaivision/Emu3.5)
- **MakeAnything** · [[Paper]](https://arxiv.org/pdf/2502.01572) [[Code]](https://github.com/showlab/MakeAnything)
- **WorldCam** · [[Paper]](https://arxiv.org/pdf/2603.16871) [[Code]](https://github.com/cvlab-kaist/WorldCam)
</details>

<details>
Expand Down Expand Up @@ -189,6 +189,7 @@
- **NFD** · [[Paper]](https://arxiv.org/pdf/2506.01380) [[Code]](#)
- **WorldCache** · [[Paper]](https://arxiv.org/pdf/2603.06331) [[Code]](https://github.com/FofGofx/WorldCache)
- **Solaris** · [paper](https://arxiv.org/pdf/2602.22208) [code](https://github.com/solaris-wm/solaris)
- **Infinite-World** · [[Paper]](https://arxiv.org/abs/2602.02393) [[Code]](https://github.com/MeiGen-AI/Infinite-World)
</details>

#### (long-term) video generation
Expand Down Expand Up @@ -313,6 +314,7 @@
- **EchoWorld** · [[Paper]](https://arxiv.org/abs/2504.13065) [[Code]](https://github.com/LeapLabTHU/EchoWorld)
- **LoGeR** · [[Paper]](https://arxiv.org/pdf/2603.03269) [[Code]](https://github.com/Junyi42/LoGeR)
- **Utonia** · [[Paper]](https://arxiv.org/pdf/2603.03283) [[Code]](https://github.com/Pointcept/Utopia)
- **inspatio-world** · [[Paper]](#) [[Code]](https://github.com/inspatio/inspatio-world)
</details>

#### 4D generation
Expand Down Expand Up @@ -342,6 +344,7 @@
- **Genesis** · [[Paper]](#) [[Code]](https://github.com/Genesis-Embodied-AI/Genesis)
- **Latticeworld** · [[Paper]](https://arxiv.org/pdf/2509.05263) [[Code]](#)
- **Worldlab** · [[Paper]](#) [[Code]](https://github.com/Twynzen/worldlab.git)
- **WorldGrow** · [[Paper]](https://arxiv.org/abs/2510.21682) [[Code]](https://github.com/world-grow/WorldGrow)
</details>

---
Expand All @@ -366,6 +369,7 @@
- **MemFlow** · [[Paper]](https://arxiv.org/pdf/2512.14699) [[Code]](https://github.com/KlingTeam/MemFlow)
- **StoryMem** · [[Paper]](https://arxiv.org/pdf/2512.19539) [[Code]](https://github.com/Kevin-thu/StoryMem)
- **DiT-Mem** · [[Paper]](https://arxiv.org/pdf/2511.19229) [[Code]](https://github.com/Thrcle421/DiT-Mem)
- **MosaicMem** · [[Paper]](https://arxiv.org/pdf/2603.17117) [[Code]](#)
</details>

---
Expand Down Expand Up @@ -409,6 +413,12 @@
- **Cosmos** · [[Paper]](https://arxiv.org/pdf/2501.03575) [[Code]](https://github.com/nvidia-cosmos/cosmos-predict1)
</details>

<details>
<summary><strong> embodied ai with 3D generation </strong></summary>

- **PointWorld** · [[Paper]](https://arxiv.org/pdf/2601.03782) [[Code]](https://github.com/NVlabs/PointWorld)
</details>

#### auto-driving

<details>
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