Evaluating generative models for synthetic financial data

By Christophe D. Hounwanou, Pierre Ntakirutimana, Yae Ulrich Gaba

Published 2025-12-29

Everscope rating

1451.8

Relevance to quantitative trading

8 / 10

Implementation complexity

6 / 10

Reproducibility

4 / 5

About this paper

Methodology: Unified Multi-Criteria Evaluation Framework for Synthetic Financial Data. Problem types: Generative Modeling, Portfolio Optimization, Risk Management, Time Series Forecasting, Density Estimation, Dimensionality Reduction.

arXiv:2512.21791 · Paper rankings

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