Gaussian Blur on ImageNet
27.199PSNROurs-tweedie
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Ours-tweedie2026.03 | 27.199 | 70.5 | 0.281 | |
| Ours-ode2026.03 | 26.899 | 69 | 0.282 | |
| DAPS2026.03 | 26.886 | 67.8 | 0.26 | |
| DPIR2026.03 | 26.702 | 70 | 0.314 | |
| DiffPIR + Fast ProxiMAPNFE=272026.05 | 25.1 | — | 0.35 | |
| DPIR + ProxiMAPNFE=1602026.05 | 25 | — | 0.38 | |
| DPIR + Fast ProxiMAPNFE=272026.05 | 25 | — | 0.38 | |
| DiffPIR + ProxiMAPNFE=1602026.05 | 24.9 | — | 0.36 | |
| SITCOMNFE=8002026.05 | 24.9 | — | 0.37 | |
| DPIRNFE=202026.05 | 24.7 | — | 0.38 | |
| DiffPIRNFE=202026.05 | 24.6 | — | 0.4 | |
| DAPS + ProxiMAPNFE=12002026.05 | 24.6 | — | 0.36 | |
| DAPSNFE=12002026.05 | 24.5 | — | 0.37 | |
| PnPFlowNFE=5002026.05 | 24.4 | — | 0.4 | |
| REDDiffNFE=10002026.05 | 24.4 | — | 0.4 | |
| PMC2026.03 | 24.103 | 54.5 | 0.415 | |
| DPS2026.03 | 23.995 | 57.5 | 0.328 | |
| DPSNFE=20002026.05 | 23.7 | — | 0.3 | |
| DiffPIR2026.03 | 22.756 | 50.8 | 0.374 | |
| DCDP2026.03 | 15.102 | 13.6 | 0.62 |