Optimization on SOC-ICNN inference tutorial queries
1.2Gap to Best ObservedWhiteBox-GD
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| WhiteBox-GDDerivatives=Explicit White-Box Readout2026.05 | 1.2 | 2.01 | 458.6 | 3,998.5 | 8,403.2 | |
| Torch-GDDerivatives=Automatic Differentiation2026.05 | 1.2 | 2.01 | 484.9 | 4,823.5 | 9,125.6 | |
| Torch-LBFGSType=Black-box optimizer baseline2026.05 | 1.2 | 1.13 | 29.3 | 32.6 | 0 | |
| WhiteBox-NewtonDerivatives=Explicit White-Box Readout2026.05 | 8.6 | 1.46 | 30.1 | 228.2 | 438.2 | |
| Torch-NewtonDerivatives=Automatic Differentiation2026.05 | 8.6 | 1.46 | 30.1 | 394 | 437.3 |