ROC curve of ASID-C evaluated across five distinct S/N bins, ranging from low to high signal-to-noise ratios. The plot reveals a general trend of increasing ROC-AUC values with higher S/N, highlighting the model’s robustness to varying noise conditions. Notably, even at the lowest S/N bin, ASID-C demonstrates resilience with a ROC-AUC value of 0.84, underscoring its applicability in challenging observational scenarios.