| BSSTNet |
- PSNR
- 35.98
- SSIM
- 0.9792
|
Blur-aware Spatio-temporal Sparse Transformer for Video Deblurring 2024-06-11 |
코드 1 |
| GShift-Net |
- PSNR
- 35.88
- SSIM
- 0.979
|
A Simple Baseline for Video Restoration with Grouped Spatial-temporal Shift 2022-06-22 |
코드 1 |
| DLEFNet |
- PSNR
- 35.61
- SSIM
- 0.973
|
Deformable Convolutions and LSTM-based Flexible Event Frame Fusion Network for Motion Deblurring 2023-06-01 |
연결 없음 |
| EFNet |
- PSNR
- 35.46
- SSIM
- 0.972
|
Event-Based Fusion for Motion Deblurring with Cross-modal Attention 2021-11-30 |
코드 1 |
| NIRE |
- PSNR
- 35.03
- SSIM
- 0.973
|
Neural Image Re-Exposure 2023-05-23 |
코드 1 |
| VRT |
- PSNR
- 34.81
- SSIM
- 0.9724
|
VRT: A Video Restoration Transformer 2022-01-28 |
코드 1 |
| AdaRevD |
- PSNR
- 34.6
- SSIM
- 0.972
|
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring 2024-06-13 |
코드 1 · 코드 2 · 코드 3 · 코드 4 |
| Turtle |
- PSNR
- 34.5
- SSIM
- 0.972
|
Learning Truncated Causal History Model for Video Restoration 2024-10-04 |
코드 1 |
| ID-Blau (FFTformer) |
- PSNR
- 34.36
- SSIM
- 0.970
|
ID-Blau: Image Deblurring by Implicit Diffusion-based reBLurring AUgmentation 2023-12-18 |
코드 1 |
| XYScanNet |
- PSNR
- 33.91
- SSIM
- 0.968
|
XYScanNet: A State Space Model for Single Image Deblurring 2024-12-13 |
연결 없음 |
| MADANet |
- PSNR
- 33.84
- SSIM
- 0.964
|
Motion Aware Double Attention Network for Dynamic Scene Deblurring 2020-06-19 |
연결 없음 |
| MLWNet |
- PSNR
- 33.83
- SSIM
- 0.968
|
Efficient Multi-scale Network with Learnable Discrete Wavelet Transform for Blind Motion Deblurring 2023-12-29 |
코드 1 |
| RNN-MBP-Local |
- PSNR
- 33.8
- SSIM
- 0.966
|
Improving Image Restoration by Revisiting Global Information Aggregation 2021-12-08 |
코드 1 · 코드 2 · 코드 3 |
| NAFNet |
- PSNR
- 33.69
- SSIM
- 0.967
|
Simple Baselines for Image Restoration 2022-04-10 |
코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6 · 코드 7 · 코드 8 · 코드 9 · 코드 10 · 코드 11 · 코드 12 · 코드 13 |
| ID-Blau (Stripformer) |
- PSNR
- 33.66
- SSIM
- 0.966
|
ID-Blau: Image Deblurring by Implicit Diffusion-based reBLurring AUgmentation 2023-12-18 |
코드 1 |
| DeblurDiNAT-L |
- PSNR
- 33.63
- SSIM
- 0.967
|
DeblurDiNAT: A Compact Model with Exceptional Generalization and Visual Fidelity on Unseen Domains 2024-03-19 |
코드 1 |
| Restormer-Local |
- PSNR
- 33.57
- SSIM
- 0.966
|
Improving Image Restoration by Revisiting Global Information Aggregation 2021-12-08 |
코드 1 · 코드 2 · 코드 3 |
| DeepRFT+ |
- PSNR
- 33.52
- SSIM
- 0.965
|
Intriguing Findings of Frequency Selection for Image Deblurring 2021-11-23 |
코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 |
| ID-Blau (Restormer) |
- PSNR
- 33.51
- SSIM
- 0.965
|
ID-Blau: Image Deblurring by Implicit Diffusion-based reBLurring AUgmentation 2023-12-18 |
코드 1 |
| MSSNet-large |
- PSNR
- 33.39
- SSIM
- 0.964
|
MSSNet: Multi-Scale-Stage Network for Single Image Deblurring 2022-02-19 |
코드 1 |
| RNN-MBP |
- PSNR
- 33.32
- SSIM
- 0.9627
|
Deep Recurrent Neural Network with Multi-scale Bi-directional Propagation for Video Deblurring 2021-12-09 |
코드 1 |
| MPRNet-local |
- PSNR
- 33.31
- SSIM
- 0.964
|
Improving Image Restoration by Revisiting Global Information Aggregation 2021-12-08 |
코드 1 · 코드 2 · 코드 3 |
| SFNet |
- PSNR
- 33.27
- SSIM
- 0.963
|
Selective Frequency Network for Image Restoration 2023-04-13 |
코드 1 |
| HINet-local |
- PSNR
- 33.08
- SSIM
- 0.962
|
Improving Image Restoration by Revisiting Global Information Aggregation 2021-12-08 |
코드 1 · 코드 2 · 코드 3 |
| Stripformer |
- PSNR
- 33.08
- SSIM
- 0.962
|
Stripformer: Strip Transformer for Fast Image Deblurring 2022-04-10 |
코드 1 · 코드 2 |
| FGST |
- PSNR
- 33.03
- SSIM
- 0.964
|
Flow-Guided Sparse Transformer for Video Deblurring 2022-01-06 |
코드 1 |
| MSSNet |
- PSNR
- 33.01
- SSIM
- 0.961
|
MSSNet: Multi-Scale-Stage Network for Single Image Deblurring 2022-02-19 |
코드 1 |
| Uformer-B |
- PSNR
- 32.97
- SSIM
- 0.967
|
Uformer: A General U-Shaped Transformer for Image Restoration 2021-06-06 |
코드 1 · 코드 2 · 코드 3 · 코드 4 |
| Restormer |
- PSNR
- 32.92
- SSIM
- 0.961
|
Restormer: Efficient Transformer for High-Resolution Image Restoration 2021-11-18 |
코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6 · 코드 7 · 코드 8 · 코드 9 · 코드 10 · 코드 11 · 코드 12 · 코드 13 |
| MAXIM-3S |
- PSNR
- 32.86
|
MAXIM: Multi-Axis MLP for Image Processing 2022-01-09 |
코드 1 · 코드 2 · 코드 3 |