Motion Deblurring on GoPro synthetic (test)
34.09PSNRLoFormer-L
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LoFormer-LSetting=A, Params (M)=49.0, FLOPs (G)=1262024.07 | 34.09 | 96.9 | |
| UFPNetSetting=A, Params (M)=80.3, FLOPs (G)=2432024.07 | 34.06 | 96.8 | |
| MRLPFNetSetting=A, Params (M)=20.6, FLOPs (G)=1292024.07 | 34.01 | 96.8 | |
| LoFormer-BSetting=A, Params (M)=27.9, FLOPs (G)=732024.07 | 33.99 | 96.8 | |
| LoFormer-SSetting=A, Params (M)=16.4, FLOPs (G)=472024.07 | 33.73 | 96.6 | |
| DeepRFT+Setting=A, Params (M)=23.0, FLOPs (G)=1872024.07 | 33.52 | 96.5 | |
| EFEPSetting=A, Params (M)=23.9, FLOPs (G)=1132024.07 | 33.27 | 97.4 | |
| SFNetSetting=A, Params (M)=13.3, FLOPs (G)=1252024.07 | 33.27 | 96.3 | |
| FocalNetSetting=A, Params (M)=15.9, FLOPs (G)=1432024.07 | 33.1 | 96.2 | |
| StripformerSetting=A, Params (M)=20.0, FLOPs (G)=1702024.07 | 33.08 | 96.2 | |
| ENS (Ours)2026.05 | 33.08 | 96.2 | |
| UformerSetting=A, Params (M)=50.9, FLOPs (G)=902024.07 | 33.06 | 96.7 | |
| RestormerSetting=A, Params (M)=26.1, FLOPs (G)=1352024.07 | 32.92 | 96.1 | |
| Restormer2026.05 | 32.92 | 96.1 | |
| MPRNetSetting=A, Params (M)=20.1, FLOPs (G)=5882024.07 | 32.66 | 95.9 | |
| MPRNet2026.05 | 32.66 | 95.9 | |
| MIMO-UNet+Setting=A, Params (M)=16.1, FLOPs (G)=1542024.07 | 32.45 | 95.7 | |
| MIMO-Unet+2026.05 | 32.45 | 95.7 | |
| SPAIR2026.05 | 32.06 | 95.3 | |
| MambaIR2026.05 | 31.56 | 95 | |
| DMPHN2026.05 | 31.2 | 94 | |
| MT-RNN2026.05 | 31.15 | 94.5 | |
| DBGAN2026.05 | 31.1 | 94.2 | |
| SRN2026.05 | 30.26 | 93.4 | |
| DeblurGAN-v22026.05 | 29.55 | 93.4 | |
| Zhang et al.2026.05 | 29.19 | 93.1 | |
| Nah et al.2026.05 | 29.08 | 91.4 | |
| DeblurGAN2026.05 | 28.7 | 85.8 | |
| Xu et al.2026.05 | 21 | 74.1 |