ResearchBenchmarksSynthetic Time Series Generation on StockSynthetic Time Series Generation on StockFollow0.239Autocorrelation ScoreRCGAN0.1870.20050.2140.2275May 23, 2024Evaluation resultsMethodMethodLinksAutocorrelation ScoreCross-Correlation ScoreDiscriminative ScoreWasserstein-1 Distance (Sig)Conditional Expectation ScoreAmerican Put Pricing ErrorRCGANruns=5runs=52024.050.2390.0670.1340.0130.0780.546TimeGANruns=5runs=52024.050.2280.0560.020.0080.0790.243PCFGANruns=5runs=52024.050.1980.0550.0280.0050.060.202HRPCF-GANruns=5runs=52024.050.1890.0530.0160.0040.0560.179