3D SDF reconstruction on BACON
0.0139Mean ErrorSIREN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SIRENinitialization=random normal init, activation=SIREN2025.04 | 0.0139 | 0.0071 | |
| Sincinitialization=random normal init, activation=Sinc2025.04 | 0.7252 | 0.1037 | |
| Gaussianinitialization=random normal init, activation=Gaussian2025.04 | 0.8628 | 0.0718 | |
| Sincinitialization=Our MC init, activation=Sinc2025.04 | 0.9055 | 0.0166 | |
| Gaussianinitialization=Our MC init, activation=Gaussian2025.04 | 0.9693 | 0.0149 | |
| Gaussianinitialization=Our init, activation=Gaussian2025.04 | 0.9697 | 0.0148 | |
| SIRENinitialization=SIREN init, activation=SIREN2025.04 | 0.9791 | 0.0112 |