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Synthetic Time Series Generation on fBM
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0.459
Auto-Correlation
TimeGAN
0.06692
0.16871
0.2705
0.37229
May 23, 2024
Auto-Correlation
Cross-Correlation
Discriminative Score
Sig-W1
Conditional Expectation
Updated 4d ago
Evaluation Results
Method
Method
Links
Auto-Correlation
Cross-Correlation
Discriminative Score
Sig-W1
Conditional Expectation
TimeGAN
runs=5
2024.05
0.459
0.092
0.48
0.341
2.265
PCFGAN
runs=5
2024.05
0.125
0.047
0.265
0.199
2.278
RCGAN
runs=5
2024.05
0.105
0.051
0.207
0.512
1.822
HRPCF-GAN
runs=5
2024.05
0.082
0.013
0.151
0.169
1.693
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