Radiation field reconstruction on DS-02 (test)
97.3SMAPE Accuracy (90%)SPERFNet
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SPERFNetHandle different output spectra=true, Hyperparameter optimization=Optuna2025.12 | 97.3 | 96.2 | 0.952 | 99.7 | 99.9 | 86.2 | |
| SRBFNetHandle different output spectra=false, Hyperparameter optimization=Optuna2025.12 | 90 | 83.3 | 0.923 | 96.8 | 99.8 | 59.5 | |
| Beam2Scatter U-NetHyperparameter optimization=Optuna2025.12 | 88 | 55.5 | 0.844 | 72.7 | 98.1 | 77.1 |