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Matching eigenvalue marginals of Ito dynamics on S_d^{++} (d=256) (test)

5.811-Wasserstein DistanceB-NRDE (GK)
3.693617.979332.26546.5507Jun 3, 2026

Evaluation results

MethodLinks
B-NRDE (GK)Training Time (s)=495, kernel=Geometric Kernel2026.065.81
B-NRDE (BK)Training Time (s)=502, kernel=Branched Kernel2026.065.87
Stacked xLSTMTraining Time (s)=182026.066.85
xLSTMTraining Time (s)=122026.0610.49
log-NCDETraining Time (s)=4812026.0614.76
NRDETraining Time (s)=2322026.0615.5
NCDE++Training Time (s)=16052026.0658.27
NCDETraining Time (s)=12412026.0658.72