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Signature fidelity on log-fBM

0.03Relative MSEOurs-TAd6
-2.282813.328628.9444.5514Jun 13, 2026

Evaluation results

MethodLinks
Ours-TAd6Method Type=Probabilistic, Signature Depth=62026.060.03
Ours-TLLd6Method Type=Probabilistic, Signature Depth=62026.060.06
Reg-TAd6Method Type=Deterministic, Signature Depth=62026.060.15
Reg-TLLd6Method Type=Deterministic, Signature Depth=62026.060.25
InsertionMethod Type=Deterministic2026.061.01
LegendreMethod Type=Deterministic2026.066.27
FourierMethod Type=Deterministic2026.0657.85