Image Reconstruction on FFHQ 1024x1024
41.54PSNRFiner + SEC-conf
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Finer + SEC-confBase Architecture=Finer, Enhancement Framework=SEC-conf2026.05 | 41.54 | — | — | — | |
| FinerBase Architecture=Finer, Enhancement Framework=None2026.05 | 40.45 | — | — | — | |
| Finer + FreShBase Architecture=Finer, Enhancement Framework=FreSh2026.05 | 40.31 | — | — | — | |
| Siren + SEC-confBase Architecture=Siren, Enhancement Framework=SEC-conf2026.05 | 39.91 | — | — | — | |
| Siren + FreShBase Architecture=Siren, Enhancement Framework=FreSh2026.05 | 39.11 | — | — | — | |
| WireBase Architecture=Wire, Enhancement Framework=None2026.05 | 38.13 | — | — | — | |
| Fourier + SEC-confBase Architecture=Fourier, Enhancement Framework=SEC-conf2026.05 | 37.66 | — | — | — | |
| SirenBase Architecture=Siren, Enhancement Framework=None2026.05 | 37.54 | — | — | — | |
| Fourier + FreShBase Architecture=Fourier, Enhancement Framework=FreSh2026.05 | 36.81 | — | — | — | |
| Wire + SEC-confBase Architecture=Wire, Enhancement Framework=SEC-conf2026.05 | 36.52 | — | — | — | |
| FourierBase Architecture=Fourier, Enhancement Framework=None2026.05 | 35.01 | — | — | — | |
| Locality-Aware Generalizable Implicit Neural RepresentationResolution=1024x10242023.10 | 31.94 | — | — | — | |
| DC-AESetting (f/c)=f128c512, Latent Shape=8x8x5122024.10 | 31.18 | 0.41 | 83 | 0.062 | |
| DC-AESetting (f/c)=f64c128, Latent Shape=16x16x1282024.10 | 31.04 | 0.23 | 83 | 0.061 | |
| IPCResolution=1024x10242023.10 | 28.68 | — | — | — | |
| SD-VAESetting (f/c)=f64c128, Latent Shape=16x16x1282024.10 | 24.55 | 6.62 | 68 | 0.237 | |
| SD-VAESetting (f/c)=f128c512, Latent Shape=8x8x5122024.10 | 18.11 | 179.71 | 63 | 0.585 |