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Benchmarks
Time Series Generation on ECG5k (50% drop)
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0.326
DS
Diff-MN
0.31912
0.36556
0.412
0.45844
Jan 20, 2026
DS
MDD
KL Divergence
Updated 4d ago
Evaluation Results
Method
Method
Links
DS
MDD
KL Divergence
Diff-MN
2026.01
0.326
0.109
0.021
TimeVAE-NCDE
2026.01
0.37
0.175
0.096
Diffusion-NCDE
2026.01
0.396
0.19
0.125
TimeGAN-NCDE
2026.01
0.478
0.573
14.408
GT-GAN
2026.01
0.495
0.437
3.592
ProFITi
2026.01
0.497
0.196
0.044
KoVAE
2026.01
0.498
0.359
7.537
HeTVAE
2026.01
0.498
0.461
6.251
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