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Time Series Generation on Lorenz Data

0.015ACFRCWGAN
0.011320.036160.0610.08584Apr 29, 2026

Evaluation results

MethodLinks
RCWGANInference Protocol=MCMC-based correction2026.040.0150.0080.0090.9980.0010.063
TimeGANInference Protocol=MCMC-based correction2026.040.0150.0070.0160.9980.0040.062
RCGANInference Protocol=MCMC-based correction2026.040.0170.0080.0110.9990.0020.062
RCGANInference Protocol=Standard2026.040.0280.0260.0330.9940.0070.069
TimeGANInference Protocol=Standard2026.040.0310.0150.040.9940.0130.067
SigCWGANInference Protocol=MCMC-based correction2026.040.0330.0170.0180.9980.0010.064
AECGANInference Protocol=MCMC-based correction2026.040.0380.0160.0290.9960.0040.064
RCWGANInference Protocol=Standard2026.040.050.0080.0270.9950.0140.066
AECGANInference Protocol=Standard2026.040.0810.0350.0450.9890.0140.07
SigCWGANInference Protocol=Standard2026.040.1070.0450.0630.9960.0030.066