---
title: MoGe
canonical_url: "https://www.modelscope.cn/models/Comfy-Org/MoGe"
md_url: "https://www.modelscope.cn/models/Comfy-Org/MoGe.md"
repository: Comfy-Org/MoGe
last_updated: 2026-09-23
license: mit
base_model:
  - Ruicheng/moge-vitl
  - Ruicheng/moge-2-vitl
  - Ruicheng/moge-3-vitg
  - Ruicheng/moge-3-vitl
base_model_relation: finetune
parameters: 2.3B
tensor_type:
  - F16
library_name:
  - safetensors
  - pytorch
frameworks:
  - pytorch
downloads: 3091
stars: 1
tags:
  - comfyui
  - diffusion-single-file
---

# MoGe

> MoGe - Comfy-Org 在 ModelScope 开源的模型。MoGe: Accurate Monocular Geometry Estimation

Comfy-Org/MoGe 是 ModelScope 魔搭社区上的 2.3B 参数机器学习模型，采用 mit 许可，基于 Ruicheng/moge-vitl、Ruicheng/moge-2-vitl、Ruicheng/moge-3-vitg 构建。

- **Repository**: Comfy-Org/MoGe
- **License**: mit
- **Parameters**: 2.3B
- **Base model**: Ruicheng/moge-vitl, Ruicheng/moge-2-vitl, Ruicheng/moge-3-vitg, Ruicheng/moge-3-vitl
- **Tags**: comfyui, diffusion-single-file
- **Downloads**: 3091
- **Stars**: 1
- **Last updated**: 2026-09-23

Source: https://www.modelscope.cn/models/Comfy-Org/MoGe

---

# MoGe: Accurate Monocular Geometry Estimation

Repackaged model files for ComfyUI.

Original model repository:

- https://github.com/microsoft/moge
- https://huggingface.co/Ruicheng/moge-vitl
- https://huggingface.co/Ruicheng/moge-2-vitl
- https://huggingface.co/Ruicheng/moge-3-vitg
- https://huggingface.co/Ruicheng/moge-3-vitl

Place the files in the following folders:

```
📂 ComfyUI/
├── 📂 models/
│   ├── 📂 geometry_estimation/
│   │   ├── moge_1_vitl_fp16.safetensors
│   │   ├── moge_2_vitl_normal_fp16.safetensors
│   │   ├── moge_3_vitg_fp16.safetensors
│   │   └── moge_3_vitl_fp16.safetensors
```

## Workflows

<table>
<thead>
<tr><th align="center" valign="middle" style="text-align:center;vertical-align:middle">Workflow</th><th colspan="2" align="center" valign="middle" style="text-align:center;vertical-align:middle">Thumb</th></tr>
</thead>
<tbody>
<tr><td align="center" valign="middle" style="text-align:center;vertical-align:middle"><a href="https://github.com/Comfy-Org/workflow_templates/blob/main/templates/3d_moge_perspective_to_mesh.json">MoGe: Perspective Geometry Estimation</a></td><td colspan="2" align="center" valign="middle" style="text-align:center;vertical-align:middle"><a href="https://github.com/Comfy-Org/workflow_templates/blob/main/templates/3d_moge_perspective_to_mesh.json"><img src="https://raw.githubusercontent.com/Comfy-Org/workflow_templates/main/templates/3d_moge_perspective_to_mesh-1.webp" width="200" height="200" alt="MoGe: Perspective Geometry Estimation"></a></td></tr>
<tr><td align="center" valign="middle" style="text-align:center;vertical-align:middle"><a href="https://github.com/Comfy-Org/workflow_templates/blob/main/templates/3d_moge_panorama_to_mesh.json">Moge: Panorama to Mesh</a></td><td colspan="2" align="center" valign="middle" style="text-align:center;vertical-align:middle"><a href="https://github.com/Comfy-Org/workflow_templates/blob/main/templates/3d_moge_panorama_to_mesh.json"><img src="https://raw.githubusercontent.com/Comfy-Org/workflow_templates/main/templates/3d_moge_panorama_to_mesh-1.webp" width="200" height="200" alt="Moge: Panorama to Mesh"></a></td></tr>
<tr><td align="center" valign="middle" style="text-align:center;vertical-align:middle"><a href="https://github.com/Comfy-Org/workflow_templates/blob/main/templates/utility_moge_depth_estimation.json">Depth Estimation: MoGe</a></td><td align="center" valign="middle" style="text-align:center;vertical-align:middle"><a href="https://github.com/Comfy-Org/workflow_templates/blob/main/templates/utility_moge_depth_estimation.json"><img src="https://raw.githubusercontent.com/Comfy-Org/workflow_templates/main/templates/utility_moge_depth_estimation-2.webp" width="200" height="200" alt="Depth Estimation: MoGe"></a><div align="center">Before</div></td><td align="center" valign="middle" style="text-align:center;vertical-align:middle"><a href="https://github.com/Comfy-Org/workflow_templates/blob/main/templates/utility_moge_depth_estimation.json"><img src="https://raw.githubusercontent.com/Comfy-Org/workflow_templates/main/templates/utility_moge_depth_estimation-1.webp" width="200" height="200" alt="Depth Estimation: MoGe"></a><div align="center">After</div></td></tr>
<tr><td align="center" valign="middle" style="text-align:center;vertical-align:middle"><a href="https://github.com/Comfy-Org/workflow_templates/blob/main/templates/utility_moge3_geometry_estimation.json">Geometry Estimation: MoGe 3</a></td><td align="center" valign="middle" style="text-align:center;vertical-align:middle"><a href="https://github.com/Comfy-Org/workflow_templates/blob/main/templates/utility_moge3_geometry_estimation.json"><img src="https://raw.githubusercontent.com/Comfy-Org/workflow_templates/main/templates/utility_moge3_geometry_estimation-2.webp" width="200" height="200" alt="Geometry Estimation: MoGe 3"></a><div align="center">Before</div></td><td align="center" valign="middle" style="text-align:center;vertical-align:middle"><a href="https://github.com/Comfy-Org/workflow_templates/blob/main/templates/utility_moge3_geometry_estimation.json"><img src="https://raw.githubusercontent.com/Comfy-Org/workflow_templates/main/templates/utility_moge3_geometry_estimation-1.webp" width="200" height="200" alt="Geometry Estimation: MoGe 3"></a><div align="center">After</div></td></tr>
</tbody>
</table>