Image Reconstruction on Kodak
77.09PSNRGaINeR
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GaINeR2025.11 | 77.09 | 0.9999 | — | — | — | — | |
| MiraGe2025.11 | 59.52 | 0.9999 | — | — | — | — | |
| 3DGS2025.11 | 44.09 | 0.9991 | — | — | — | — | |
| I-NGP2025.11 | 43.88 | 0.9976 | — | — | — | — | |
| NeuRBF2025.11 | 43.78 | 0.9984 | — | — | — | — | |
| WIRE2025.11 | 41.47 | 0.9939 | — | — | — | — | |
| SIREN2025.11 | 40.83 | 0.996 | — | — | — | — | |
| GaussianImage2025.11 | 38.93 | 0.9984 | — | — | — | — | |
| Finer + SEC-confBase Architecture=Finer, Enhancement Framework=SEC-conf2026.05 | 37.35 | — | — | — | — | — | |
| Siren + SEC-confBase Architecture=Siren, Enhancement Framework=SEC-conf2026.05 | 36.99 | — | — | — | — | — | |
| Fourier + SEC-confBase Architecture=Fourier, Enhancement Framework=SEC-conf2026.05 | 33.51 | — | — | — | — | — | |
| Siren + FreShBase Architecture=Siren, Enhancement Framework=FreSh2026.05 | 31.78 | — | — | — | — | — | |
| SirenBase Architecture=Siren, Enhancement Framework=None2026.05 | 31.6 | — | — | — | — | — | |
| Wire + SEC-confBase Architecture=Wire, Enhancement Framework=SEC-conf2026.05 | 31.58 | — | — | — | — | — | |
| FinerBase Architecture=Finer, Enhancement Framework=None2026.05 | 31.4 | — | — | — | — | — | |
| Finer + FreShBase Architecture=Finer, Enhancement Framework=FreSh2026.05 | 31.31 | — | — | — | — | — | |
| P-GSVCNo. Splats=9 × 10^32026.03 | 30.2 | 96.5 | 0.189 | — | — | — | |
| Fourier + FreShBase Architecture=Fourier, Enhancement Framework=FreSh2026.05 | 30.06 | — | — | — | — | — | |
| P-GSVCNo. Splats=7 × 10^32026.03 | 29.4 | 95.7 | 0.223 | — | — | — | |
| WireBase Architecture=Wire, Enhancement Framework=None2026.05 | 28.95 | — | — | — | — | — | |
| FourierBase Architecture=Fourier, Enhancement Framework=None2026.05 | 28.84 | — | — | — | — | — | |
| P-GSVCNo. Splats=5 × 10^32026.03 | 28.5 | 94.3 | 0.271 | — | — | — | |
| LIGNo. Splats=9 × 10^32026.03 | 28.1 | 94.8 | 0.339 | — | — | — | |
| LIGNo. Splats=7 × 10^32026.03 | 27.3 | 93.7 | 0.38 | — | — | — | |
| LIGNo. Splats=5 × 10^32026.03 | 26.6 | 91.8 | 0.436 | — | — | — | |
| GB-LSR-FullSelection Scope=Best PSNR (any)2026.06 | 22.438 | — | — | — | — | — | |
| GB-LSR-ScalarSelection Scope=Best PSNR (any)2026.06 | 22.438 | — | — | 2.835 | 0.1378 | — | |
| GB-LSR-Fullinf ms=1.41, #params=989,9542026.06 | 22.438 | 0.5352 | 0.7162 | — | — | 0.2476 | |
| GB-LSR-Scalar (main)inf ms=1.41, #params=989,9552026.06 | 22.312 | 0.5279 | 0.6417 | — | — | 0.2469 | |
| GB-LSR-Fixedinf ms=1.40, #params=989,9542026.06 | 20.27 | 0.4468 | 0.5936 | — | — | 0.2653 | |
| LTESelection Scope=Best PSNR (baseline), Protocol=Matched-budget amortized2026.06 | 19.476 | — | — | — | — | — | |
| LTEprotocol=matched-budget amortized, inf ms=2.58, #params=1,122,0512026.06 | 19.476 | 0.4758 | 0.8457 | — | — | 0.3087 | |
| LIIFprotocol=matched-budget amortized, inf ms=5.72, #params=1,122,8192026.06 | 18.812 | 0.4577 | 0.7794 | — | — | 0.3214 | |
| WIREprotocol=matched-budget amortized, inf ms=2.66, #params=1,058,0512026.06 | 18.428 | 0.4656 | 0.8988 | — | — | 0.3438 | |
| Global Fourier-MLP baselineinf ms=2.14, #params=1,121,5392026.06 | 15.19 | 0.437 | 0.9057 | — | — | 0.4039 | |
| GB-LSR-FixedSelection Scope=Best LPIPS (any)2026.06 | — | — | 0.5936 | — | — | — | |
| LIIFSelection Scope=Best LPIPS (baseline), Protocol=Matched-budget amortized2026.06 | — | — | 0.7794 | — | — | — |