The Diffusion Directory

Quality-scored directory of 4,790 diffusion models, updated daily. Every model scored on maintenance, adoption, maturity, and community signals.

Diffusion models generate images, video, and 3D content from text prompts. Includes Stable Diffusion, ComfyUI workflows, and fine-tuning tools.

Verified

8

70–100

Established

167

50–69

Emerging

2,208

30–49

Experimental

2,407

10–29

Top models by quality score

# Model Score
1 civitai/civitai

A repository of models, textual inversions, and more

89
2 huggingface/diffusers

🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio...

87
3 Comfy-Org/comfy-cli

Command Line Interface for Managing ComfyUI

81
4 hao-ai-lab/FastVideo

A unified inference and post-training framework for accelerated video generation.

78
5 bghira/SimpleTuner

A general fine-tuning kit geared toward image/video/audio diffusion models.

77
6 YanWenKun/ComfyUI-Docker

🐳Dockerfile for 🎨ComfyUI. | 容器镜像与启动脚本

74
7 Comfy-Org/ComfyUI

The most powerful and modular diffusion model GUI, api and backend with a...

72
8 runpod-workers/worker-comfyui

ComfyUI as a serverless API on RunPod

71
9 leejet/stable-diffusion.cpp

Diffusion model(SD,Flux,Wan,Qwen Image,Z-Image,...) inference in pure C/C++

69
10 Vchitect/VBench

[CVPR2024 Highlight] VBench - We Evaluate Video Generation

68
11 mcmonkeyprojects/SwarmUI

SwarmUI (formerly StableSwarmUI), A Modular Stable Diffusion...

68
12 ModelTC/LightX2V

Light Image Video Generation Inference Framework

68
13 vladmandic/sdnext

SD.Next: All-in-one WebUI for AI generative image and video creation,...

67
14 LykosAI/StabilityMatrix

Multi-Platform Package Manager for Stable Diffusion

66
15 UCSC-VLAA/story-iter

[ICLR 2026] A Training-free Iterative Framework for Long Story Visualization

65
16 neggles/animatediff-cli

a CLI utility/library for AnimateDiff stable diffusion generation

64
17 Acly/comfyui-tooling-nodes

Nodes for using ComfyUI as a backend for external tools. Send and receive...

64
18 thu-ml/TurboDiffusion

TurboDiffusion: 100–200× Acceleration for Video Diffusion Models

64
19 xlite-dev/lite.ai.toolkit

🛠A lite C++ AI toolkit: 100+ models with MNN, ORT and TRT, including Det,...

63
20 PrunaAI/pruna

Pruna is a model optimization framework built for developers, enabling you...

63

Browse by category

Image Generation

328 models

Diffusion Model Frameworks

287 models

Diffusion Model Implementations

241 models

ComfyUI Extensions

240 models

Multimodal Conditioned Generation

183 models

Compositional T2I Generation

144 models

Video Editing Diffusion

142 models

Image-to-3D Generation

131 models

SD WebUI Extensions

127 models

Diffusion Deployment Serving

117 models

Computational Imaging Diffusion

116 models

Diffusion Deployment Infrastructure

105 models

AI Image Generation Platforms

98 models

Image Generation Frameworks

90 models

Diffusion Web Interfaces

86 models

Style Transfer Diffusion

81 models

Image-to-Image Translation

80 models

GAN Architectures Implementations

76 models

Diffusion Sampling Inference

71 models

Diffusion Adversarial Robustness

70 models

Stable Diffusion Implementations

70 models

Colab Notebook Implementations

67 models

ONNX Runtime Inference

66 models

Text-to-Image Generation

62 models

3D Object Generation

61 models

Video Diffusion Models

59 models

GAN-Based T2I

59 models

Diffusion RLHF Alignment

57 models

Speech Synthesis Diffusion

55 models

T2I Evaluation Benchmarks

51 models

Gan Image Generation

51 models

Prompt Optimization Extensions

50 models

Medical Image Diffusion

47 models

LoRA Training Tools

45 models

Molecular Structure Generation

44 models

Discord Image Generation Bots

41 models

Image Gallery Managers

39 models

Flux Model Tools

39 models

Text-Guided Inpainting

38 models

Low Light Image Restoration

37 models

Flow Matching Models

37 models

Interactive Image Editing

37 models

Diffusion Trajectory Planning

36 models

Score-Based Generative Models

36 models

Text-to-Image Wrappers

36 models

Image Restoration Diffusion

33 models

Image Inpainting

31 models

DreamBooth Fine-Tuning

27 models

Image Denoising Networks

27 models

Variational Autoencoders

25 models

Virtual Try-On

24 models

Multi-Modal AI Assistants

24 models

3D Scene Reconstruction

23 models

Face Generation GANs

20 models

Diffusion Language Models

18 models

DALL-E Playground Apps

17 models

Computer Vision Learning

17 models

Multimodal Vision Language

16 models

Text-to-Video Generation

16 models

Telegram Image Bots

16 models

ControlNet Tools

16 models

Character Motion Animation

14 models

Neural Radiance Fields

13 models

Uncategorized

13 models

Mixup Augmentation Frameworks

12 models

AI Skill Integrations

12 models

AI Story Generation

12 models

Binding Affinity Prediction

11 models

Cartoon Style Transfer

11 models

Nano Banana Tools

11 models

Vision Transformer Optimization

10 models

Game Playing Agents

9 models

Neural Style Transfer

8 models

Video Frame Interpolation

8 models

3D Vision Transformers

8 models

Monocular Depth Estimation

7 models

Clip Vision Language

7 models

Comfyui Node Extensions

7 models

Anomaly Detection Systems

7 models

AI Marketing Automation

7 models

Stable Diffusion Tools

6 models

Grayscale Image Colorization

6 models

Medical Image Registration

6 models

Image Prompt Engineering

6 models

Domain Adaptation Frameworks

6 models

Gaussian Splatting Rendering

5 models

Text To Image Applications

5 models

Graph Neural Networks

5 models

Clinical Code Embeddings

5 models

Image Super Resolution

4 models

Synthetic Data Generation

4 models

Human Pose Estimation

4 models

Neural Data Compression

4 models

Ai Powered App Builders

4 models

Data Augmentation Techniques

4 models

Medical Image Synthesis

4 models

Medical Image Segmentation

4 models

Chemical Property Ml

3 models

Audio Noise Reduction

3 models

Neural Differential Equations

3 models

Knowledge Distillation Frameworks

3 models

Visual Slam Systems

3 models

Variational Autoencoder Implementations

3 models

Normalizing Flows Pytorch

3 models

Causal Inference Ml

3 models

Developer Portfolio Projects

3 models

Fastspeech Tts Models

2 models

Multimodal Search Engines

2 models

Variational Autoencoders Nlp

2 models

Deepfake Detection Systems

2 models

Nlp Paper Repositories

2 models

Vision Language Models

2 models

Multi View Clustering

2 models

Molecular Structure Design

2 models

Wireless Signal Processing

2 models

Uncertainty Quantification Deeplearning

2 models

Face Swapping Tools

2 models

Adversarial Attack Frameworks

2 models

Backdoor Attack Defenses

2 models

Knowledge Distillation Compression

2 models

Optimal Transport Ml

2 models

Medical Imaging Reconstruction

2 models

Ml Robustness Frameworks

2 models

Clinical Llm Tools

2 models

Trajectory Prediction Ml

2 models

Compositional Reasoning Embeddings

2 models

Robotics Control Optimization

1 models

Transformer Interpretability Mechanistic

1 models

Text To Speech Frameworks

1 models

Ai Children Storytelling

1 models

Llm Compression Optimization

1 models

Ai Video Generation

1 models

Point Cloud Processing

1 models

Llm Implementation Tutorials

1 models

Generative Ai Learning Projects

1 models

Vision Language Instruction Tuning

1 models

Gpt Multilingual Training

1 models

Self Supervised Learning

1 models

Neural Vocoder Implementations

1 models

Audio Music Learning

1 models

Nano Gpt Variants

1 models

Neural Architecture Search

1 models

Semantic Segmentation Techniques

1 models

Safety Robustness Evaluation

1 models

Satellite Imagery Ml

1 models

Unet Segmentation Pytorch

1 models

Healthcare Rag Systems

1 models

Gpt Model Fine Tuning

1 models

Facial Emotion Recognition

1 models

Astronomical Object Classification

1 models

Continual Learning Frameworks

1 models

Llm Fine Tuning

1 models

Julia Ml Frameworks

1 models

Ai Generated Image Detection

1 models

Cfd Ml Integration

1 models

Portfolio Optimization Ml

1 models

Gaussian Process Frameworks

1 models

Model Confidence Calibration

1 models

Personal Llm Companions

1 models

State Space Model Architectures

1 models

Graph Language Models

1 models

Rag Starter Projects

1 models

Person Reidentification Datasets

1 models

Handwritten Text Recognition

1 models

Semantic Segmentation Models

1 models

Protein Engineering Design

1 models

Fine Tuning

1 models

Aerial Robot Reinforcement Learning

1 models

Image Captioning Transformers

1 models

Code Model Training

1 models

Fashion Recommendation Systems

1 models

Face Recognition Systems

1 models

Llm Reasoning Research

1 models

Image Quality Assessment

1 models

Fashion Mnist Classification

1 models

Mixture Of Experts Llms

1 models

Dimensionality Reduction Techniques

1 models

Autonomous Driving Projects

1 models

Ai Architectural Design

1 models

Video Synthesis Generation

1 models

Nlp Learning Resources

1 models

Blip Image Captioning

1 models

Agent Memory Systems

1 models

Qwen Llm Ecosystem

1 models

Chat Export Tools

1 models

Prompt Engineering Techniques

1 models

Llm Thesis Research

1 models

Multimodal Fusion Transformers

1 models

Healthcare Ai Diagnostics

1 models

Flux Image Generation

1 models

Memory Networks Qa

1 models

Visual Place Recognition

1 models

Multimodal Visual Grounding

1 models

Ml Foundations Curricula

1 models

Transformer Architecture Education

1 models

Assistive Vision Ai

1 models

Text Style Transfer

1 models