Super-Resolution on CelebA (test)
33.94PSNRFlowADMM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FlowADMM2026.05 | 33.94 | 94 | 0.025 | — | |
| RED2026.06 | 33.65 | — | 0.062 | 29.05 | |
| Flower-OTsteps=52026.05 | 33.09 | 93.2 | 0.04 | — | |
| DPIR2026.06 | 32.75 | — | 0.067 | 25.84 | |
| Flower-OTsteps=12026.05 | 32.36 | 92.3 | 0.034 | — | |
| SwinIFSUpscaling factor=4x2026.01 | 32.01 | 95.2 | 0.0404 | — | |
| W-NetUpscaling factor=4x2026.01 | 31.63 | 90.29 | 0.0425 | — | |
| DPS2026.06 | 31.63 | — | 0.045 | 15.86 | |
| DICUpscaling factor=4x2026.01 | 31.58 | 90.15 | 0.0532 | — | |
| SISNUpscaling factor=4x2026.01 | 31.55 | 90.1 | 0.0587 | — | |
| SPARNetUpscaling factor=4x2026.01 | 31.52 | 90.05 | 0.0593 | — | |
| DiffPIR2026.05 | 31.52 | 89.5 | 0.033 | — | |
| PnP-Flowsteps=52026.05 | 31.49 | 90.6 | 0.056 | — | |
| OT-ODE2026.05 | 31.46 | 90.7 | 0.025 | — | |
| UFSRNetUpscaling factor=4x2026.01 | 31.42 | 89.87 | 0.0643 | — | |
| FSRNetUpscaling factor=4x2026.01 | 31.37 | 90.12 | 0.0501 | — | |
| PnP-GS2026.06 | 31.33 | — | 0.072 | 24.44 | |
| PnP-GS2026.05 | 31.31 | 89.2 | 0.064 | — | |
| OT-ODE2026.06 | 31.3 | — | 0.047 | 6.28 | |
| PnP-Flowsteps=12026.05 | 31.09 | 90.2 | 0.045 | — | |
| SRGANUpscaling factor=4x2026.01 | 31.05 | 88.8 | 0.0459 | — | |
| DDRM2026.06 | 30.51 | — | 0.091 | 87.84 | |
| MRRNetUpscaling factor=4x2026.01 | 30.48 | 87.2 | 0.0374 | — | |
| D-Flow2026.05 | 30.47 | 84.3 | 0.026 | — | |
| WIPAUpscaling factor=4x2026.01 | 30.35 | 87.11 | 0.0619 | — | |
| SP32026.06 | 29.46 | — | 0.067 | 13.8 | |
| GSNR-PnPgraph Laplacian=L4nn2026.02 | 29.42 | — | — | — | |
| GSNR-PnPgraph Laplacian=L8nn2026.02 | 29.38 | — | — | — | |
| NPN2026.02 | 29.21 | — | — | — | |
| Unrolling2026.02 | 28.97 | — | — | — | |
| DDN-Cascade2026.02 | 28.92 | — | — | — | |
| DDN-Independent2026.02 | 28.81 | — | — | — | |
| PnP-Diff2026.06 | 28.76 | — | 0.067 | 49.54 | |
| D-Flow2026.06 | 28.62 | — | 0.044 | 71.54 | |
| Flow Priors2026.06 | 28.53 | — | 0.119 | 33.75 | |
| Flow-Priors2026.05 | 28.35 | 71.3 | 0.102 | — | |
| BicubicUpscaling factor=4x2026.01 | 27.38 | 80.02 | 0.1857 | — | |
| PnP2026.02 | 27.37 | — | — | — | |
| DNSN2026.02 | 26.52 | — | — | — | |
| PnP-Flow2026.06 | 22.14 | — | 0.272 | 80.71 | |
| Degraded2026.05 | 10.26 | 18.3 | 0.827 | — |