yaziwel / awesome-rwkv-in-vision

A curated list of papers on the applications of RWKV in computer vision.

Awesome-RWKV-in-Vision

RWKV4:

RWKV5&6:

RWKV Ecosystem: https://rwkv.cn/eco

Table of Contents

• Vision Backbone
• Image Restoration
• Image Generation
• Image Segmentation
• Vision-Language Model
• 3D Point Cloud Learning

Vision Backbone

Title	Code	Link
Vision-RWKV: Efficient and Scalable Visual Perception with RWKV-Like Architectures

Image Restoration

Title	Code	Link
Restore-RWKV: Efficient and Effective Medical Image Restoration with RWKV

Image Generation

Title	Code	Link
Diffusion-RWKV: Scaling RWKV-Like Architectures for Diffusion Models

Image Segmentation

Title	Code	Link
Vision-RWKV: Efficient and Scalable Visual Perception with RWKV-Like Architectures
Mamba or RWKV: Exploring High-Quality and High-Efficiency Segment Anything Model
BSBP-RWKV: Background Suppression with Boundary Preservation for Efficient Medical Image Segmentation		LINK

Vision-Language Model

Title	Code	Link
VisualRWKV: Visual Language model based on RWKV
RWKV-CLIP: A Robust Vision-Language Representation Learner

3D Point Cloud Learning

Title	Code	Link
PointRWKV: Efficient RWKV-Like Model for Hierarchical Point Cloud Learning
LION: Linear Group RNN for 3D Object Detection in Point Clouds