Image Fitting on Kodak (test)
37.53PSNRI-SIREN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| I-SIRENModel=Ours, Backbone=SIREN2025.04 | 37.53 | 96.1 | 0.032 | — | |
| EVOSIterations=5k, Scheduler=step-wise2024.12 | 37.01 | 94.3 | 0.066 | 187.15 | |
| EVOSIterations=5k, Scheduler=constant2024.12 | 36.41 | 93.4 | 0.073 | 141.85 | |
| INT (incre.)Iterations=5k, Scheduler=step-wise2024.12 | 36.22 | 93.8 | 0.076 | 177.05 | |
| Expan.Iterations=5k, Scheduler=step-wise2024.12 | 36.12 | 93.5 | 0.081 | 153.02 | |
| StandardIterations=5k, Scheduler=constant2024.12 | 36.1 | 93.8 | 0.074 | 266.55 | |
| INT (dense.)Iterations=5k, Scheduler=constant2024.12 | 36.08 | 93.6 | 0.074 | 230.76 | |
| INT (dense)Iterations=5k, Scheduler=step-wise2024.12 | 36 | 93.5 | 0.078 | 251.08 | |
| EGRAIterations=5k, Scheduler=step-wise2024.12 | 35.96 | 93.5 | 0.081 | 166.54 | |
| UniformIterations=5k, Scheduler=step-wise2024.12 | 35.941 | 93.5 | 0.08 | 153.08 | |
| Expan.Iterations=5k, Scheduler=constant2024.12 | 35.3 | 92.7 | 0.084 | 138.23 | |
| EGRAIterations=5k, Scheduler=constant2024.12 | 35.21 | 92.7 | 0.095 | 141.62 | |
| UniformIterations=5k, Scheduler=constant2024.12 | 35.16 | 92.7 | 0.096 | 137.53 | |
| EVOSIterations=2k, Scheduler=constant2024.12 | 34.81 | 91.5 | 0.109 | — | |
| EVOSIterations=2k, Scheduler=step-wise2024.12 | 34.708 | 90.7 | 0.118 | — | |
| INT (incre.)Iterations=5k, Scheduler=constant2024.12 | 34.65 | 90.4 | 0.109 | 198.88 | |
| SIRENModel=Baseline, Backbone=SIREN2025.04 | 34.57 | 93.1 | 0.08 | — | |
| I-WIREModel=Ours, Backbone=WIRE2025.04 | 33.73 | 92.4 | 0.077 | — | |
| INT (dense.)Iterations=2k, Scheduler=constant2024.12 | 33.61 | 90.6 | 0.129 | — | |
| INT (dense)Iterations=2k, Scheduler=step-wise2024.12 | 33.58 | 90.1 | 0.14 | — | |
| StandardIterations=2k, Scheduler=constant2024.12 | 33.47 | 90.6 | 0.131 | — | |
| Expan.Iterations=2k, Scheduler=step-wise2024.12 | 33.11 | 89.5 | 0.148 | — | |
| Expan.Iterations=2k, Scheduler=constant2024.12 | 33.015 | 89.7 | 0.139 | — | |
| EGRAIterations=2k, Scheduler=constant2024.12 | 32.63 | 89.1 | 0.159 | — | |
| UniformIterations=2k, Scheduler=constant2024.12 | 32.55 | 89.1 | 0.161 | — | |
| EGRAIterations=2k, Scheduler=step-wise2024.12 | 32.29 | 88.5 | 0.175 | — | |
| UniformIterations=2k, Scheduler=step-wise2024.12 | 32.25 | 88.5 | 0.175 | — | |
| WIREModel=Baseline, Backbone=WIRE2025.04 | 32.15 | 89.8 | 0.12 | — | |
| I-GaussModel=Ours, Backbone=Gauss2025.04 | 31.93 | 88.4 | 0.124 | — | |
| EVOSIterations=1k, Scheduler=constant2024.12 | 31.68 | 86.2 | 0.209 | — | |
| INT (incre.)Iterations=2k, Scheduler=constant2024.12 | 31.43 | 85.3 | 0.211 | — | |
| EVOSIterations=1k, Scheduler=step-wise2024.12 | 31.39 | 84.3 | 0.231 | — | |
| GaussModel=Baseline, Backbone=Gauss2025.04 | 31.33 | 88 | 0.147 | — | |
| INT (dense)Iterations=1k, Scheduler=step-wise2024.12 | 31.07 | 84.5 | 0.25 | — | |
| INT (incre.)Iterations=1k, Scheduler=step-wise2024.12 | 31.07 | 84.5 | 0.249 | — | |
| INT (dense.)Iterations=1k, Scheduler=constant2024.12 | 30.92 | 85.3 | 0.229 | — | |
| INT (incre.)Iterations=1k, Scheduler=constant2024.12 | 30.92 | 85.3 | 0.229 | — | |
| StandardIterations=1k, Scheduler=constant2024.12 | 30.54 | 84.8 | 0.235 | — | |
| Expan.Iterations=1k, Scheduler=constant2024.12 | 30.47 | 84.4 | 0.237 | — | |
| Expan.Iterations=1k, Scheduler=step-wise2024.12 | 30.46 | 83.9 | 0.241 | — | |
| INT (incre.)Iterations=2k, Scheduler=step-wise2024.12 | 30.33 | 82.1 | 0.265 | — | |
| EGRAIterations=1k, Scheduler=constant2024.12 | 29.92 | 83.1 | 0.267 | — | |
| UniformIterations=1k, Scheduler=constant2024.12 | 29.91 | 83.2 | 0.266 | — | |
| UniformIterations=1k, Scheduler=step-wise2024.12 | 29.28 | 81.4 | 0.301 | — | |
| EGRAIterations=1k, Scheduler=step-wise2024.12 | 29.27 | 81.2 | 0.302 | — |