Image Deblurring on GoPro 17 (test)
34.05PSNRALGNet-B
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ALGNet-Btraining_dataset=GoPro2024.03 | 34.05 | 96.9 | |
| NAFNetwidth=642024.03 | 33.62 | 96.7 | |
| Restormerimplementation=local2024.03 | 33.57 | 96.6 | |
| ALGNettraining_dataset=GoPro2024.03 | 33.49 | 96.4 | |
| MSFS-Netimplementation=local2024.03 | 33.46 | 96.4 | |
| DeblurDiNATsize=Large2024.03 | 33.42 | 96.5 | |
| MPRNetimplementation=local2024.03 | 33.31 | 96.4 | |
| FSNet2024.03 | 33.29 | 96.3 | |
| SFNet2024.03 | 33.27 | 96.3 | |
| MambaIR2024.03 | 33.21 | 96.2 | |
| IRNeXt2024.03 | 33.16 | 96.2 | |
| HINetimplementation=local2024.03 | 33.08 | 96.2 | |
| Uformer2024.03 | 32.97 | 96.7 | |
| Restormer2024.03 | 32.92 | 96.1 | |
| DeblurDiNATsize=Small2024.03 | 32.85 | 96.1 | |
| NAFNetwidth=322024.03 | 32.83 | 96 | |
| MSFS-Net2024.03 | 32.73 | 95.9 | |
| HINet2024.03 | 32.71 | 95.9 | |
| MPRNet2024.03 | 32.66 | 95.9 | |
| Stack(2)-VMPHNSize (MB)=86.8, Runtime (seconds)=5522019.04 | 31.5 | 94.83 | |
| Stack(4)-DMPHNSize (MB)=86.8, Runtime (seconds)=4242019.04 | 31.2 | 94.53 | |
| Stack(3)-DMPHNSize (MB)=65.1, Runtime (seconds)=2332019.04 | 31.16 | 94.51 | |
| VMPHNSize (MB)=43.4, Runtime (seconds)=1612019.04 | 30.9 | 94.19 | |
| Stack(2)-DMPHNSize (MB)=43.4, Runtime (seconds)=372019.04 | 30.71 | 94.03 | |
| DMPHN(1-2-4-8)Size (MB)=29, Runtime (seconds)=302019.04 | 30.25 | 93.51 | |
| DMPHN(1-2-4)Size (MB)=21.7, Runtime (seconds)=172019.04 | 30.21 | 93.45 | |
| DMPHNSize (MB)=21.7, Runtime (seconds)=172019.04 | 30.21 | 93.45 | |
| Tao et al.Size (MB)=33.6, Runtime (seconds)=16002019.04 | 30.1 | 93.23 | |
| DMPHN(1-2-4-8-16)Size (MB)=36.2, Runtime (seconds)=1012019.04 | 29.87 | 93.05 | |
| DMPHN(1-2)Size (MB)=14.5, Runtime (seconds)=92019.04 | 29.77 | 92.86 | |
| DeblurGAN-v22024.03 | 29.55 | 93.4 | |
| Nah et al.Size (MB)=303.6, Runtime (seconds)=43002019.04 | 29.23 | 91.62 | |
| Zhang et al.Size (MB)=37.1, Runtime (seconds)=14002019.04 | 29.19 | 93.06 | |
| DMPHN(1-4-16)Size (MB)=21.7, Runtime (seconds)=922019.04 | 29.15 | 92.17 | |
| DMPHN(1)Size (MB)=7.2, Runtime (seconds)=52019.04 | 28.7 | 91.31 | |
| DMPHN(1-1-1)Size (MB)=21.7, Runtime (seconds)=122019.04 | 28.11 | 90.41 | |
| Sun et al.Size (MB)=54.1, Runtime (seconds)=120002019.04 | 24.64 | 84.29 |