Image Fitting on CelebA-HQ (test)
85.7PSNRSNP: Uniform
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SNP: UniformIterations=20002026.03 | 85.7 | 0.999 | 0 | |
| SNP: GaussianIterations=20002026.03 | 80 | 0.999 | 0 | |
| STRAINER-10number of decoders=102024.09 | 57.8 | 0.999 | — | |
| STRAINERIterations=20002026.03 | 57.8 | 0.999 | 0 | |
| SNP: SpectrumIterations=20002026.03 | 56.4 | 0.999 | 0.0005 | |
| SNP: Spectrum + WMM + ColorIterations=20002026.03 | 55.2 | 0.999 | 0.0008 | |
| SNP: Dead leaves orientedIterations=20002026.03 | 55 | 0.999 | 0.001 | |
| SNP: Dead leaves textureIterations=20002026.03 | 55 | 0.999 | 0.0009 | |
| SNP: Dead leaves squaresIterations=20002026.03 | 54.7 | 0.999 | 0.0012 | |
| SNP: Dead leaves mixedIterations=20002026.03 | 54.6 | 0.999 | 0.0011 | |
| SNP: Spectrum + WMMIterations=20002026.03 | 54.4 | 0.999 | 0.0011 | |
| Meta-learnedIterations=20002026.03 | 53.1 | 0.994 | 0.0046 | |
| Meta-learned 5KMeta-learned=true, iterations=5K2024.09 | 53.08 | 0.994 | — | |
| SIREN fine-tunedfine-tuned=true2024.09 | 51.11 | 0.997 | — | |
| SNP: Spectrum + ColorIterations=20002026.03 | 51 | 0.998 | 0.0039 | |
| STRAINERnumber of decoders=12024.09 | 50.34 | 0.997 | — | |
| SIREN2024.09 | 44.91 | 0.991 | — | |
| SIRENIterations=20002026.03 | 44.9 | 0.991 | 0.0026 |