---
license: cc-by-4.0
language:
- en
pretty_name: ExeWorldBench
task_categories:
- text-generation
- image-text-to-text
tags:
- code-generation
- text-to-code
- image-to-code
- world-modeling
- blender
- benchmark
- physical-reasoning
- physical-intelligence
- visual-to-code
- visual-coding
- vision-language-model
size_categories:
- 1K<n<10K
---

# ExeWorldBench: Benchmarking Code-Based Executable 3D World Modeling

📄 **Paper:** [Coming Soon](https://helen1p.github.io/ExeWorldBench/)

🌐 **Project Page:** https://helen1p.github.io/ExeWorldBench/


## Overview

**ExeWorldBench** is a benchmark for evaluating **world understanding and executable realization** through code-based 3D world construction. Rather than merely reproducing *what a world looks like*, ExeWorldBench evaluates whether models can construct *an executable world that works*.

## Usage

### 1. Harness-Based Evaluation

For harness-based evaluation, the `t1/`, `t2/`, and `t3/` directories contain the task files and required assets.

Each task is organized in its own directory and can be executed directly using the corresponding agent harness.

Before running a task, replace the dataset path `/xxx/ExeWorldBench` in the task instructions with your own path to the dataset.

### 2. API-Based Evaluation

For direct API-based evaluation, use the prompts provided in the `api_prompt/` directory.

#### T1

All T1 instances share the same prompt templates, located in `api_prompt/t1/`:

- **`prompt.txt`**: Replace `<image>` with the corresponding reference image.
- **`prompt_image.txt`**: Replace `<image>` and `<frames>` with the corresponding reference image and reference frames, respectively.

The required images and frames can be found in the corresponding task directories under `t1/`.

#### T2

All T2 instances share the same prompt templates, located in `api_prompt/t2/`:

- **`prompt.txt`**: Replace `<image>` with the corresponding reference image.
- **`prompt_image.txt`**: Replace `<image>` and `<frames>` with the corresponding reference image and motion reference frames, respectively.

The required images and frames can be found in the corresponding task directories under `t2/`.

#### T3

Unlike T1 and T2, **each T3 instance has its own task-specific prompt**.

All individual prompts are provided in `api_prompt/t3/`, organized by task. Use the corresponding prompt for each instance directly, rather than applying a shared prompt template.

### 3. Score Evaluation

The prompts for the judge model are provided in the `eval/` directory.

## Contact

For questions, please contact:

xg.pengv@gmail.com

## Citation

If you find ExeWorldBench useful in your research, please consider citing our paper:

```bibtex

```