RWKV4:
RWKV5&6:
RWKV Ecosystem: https://rwkv.cn/eco
- Vision Backbone
- Image Restoration
- Image Generation
- Image Segmentation
- Vision-Language Model
- 3D Point Cloud Learning
- Video Understanding
- Survey
| Title | Code | Link |
|---|---|---|
| Vision-RWKV: Efficient and Scalable Visual Perception with RWKV-Like Architectures |  |
 |
| Title | Code | Link |
|---|---|---|
| Restore-RWKV: Efficient and Effective Medical Image Restoration with RWKV |  |
|
| GDSR: Global-Detail Integration through Dual-Branch Network with Wavelet Losses for Remote Sensing Image Super-Resolution | N/A | |
| Title | Code | Link |
|---|---|---|
| Diffusion-RWKV: Scaling RWKV-Like Architectures for Diffusion Models |  |
|
| 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 | N/A | LINK |
| RWKV-UNet: Improving UNet with Long-Range Cooperation for Effective Medical Image Segmentation |  |
|
| Title | Code | Link |
|---|---|---|
| VisualRWKV: Visual Language model based on RWKV |  |
|
| RWKV-CLIP: A Robust Vision-Language Representation Learner |  |
|
| Title | Code | Link |
|---|---|---|
| PointRWKV: Efficient RWKV-Like Model for Hierarchical Point Cloud Learning |  |
|
| LION: Linear Group RNN for 3D Object Detection in Point Clouds |  |
|
| OccRWKV: Rethinking Efficient 3D Semantic Occupancy Prediction with Linear Complexity |  |
|
| Title | Code | Link |
|---|---|---|
| Video RWKV: Video Action Recognition Based RWKV | N/A | |
| Title | Code | Link |
|---|---|---|
| A Survey of RWKV |  |
|
| From Transformers to the Future: An In-Depth Exploration of Modern Language Model Architectures | N/A | LINK |
| The Evolution of RWKV: Advancements in Efficient Language Modeling | N/A | |