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Benchmarks
Time Series Generation on ECG200 (50% drop)
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0.25
DS Score
Diff-MN
0.24
0.3075
0.375
0.4425
Jan 20, 2026
DS Score
MDD Score
KL Divergence
Updated 4d ago
Evaluation Results
Method
Method
Links
DS Score
MDD Score
KL Divergence
Diff-MN
2026.01
0.25
0.247
0.09
TimeVAE-NCDE
2026.01
0.427
0.37
0.641
GT-GAN
2026.01
0.457
0.506
5.013
Diffusion-NCDE
2026.01
0.46
0.369
0.87
ProFITi
2026.01
0.462
0.298
0.073
TimeGAN-NCDE
2026.01
0.482
0.804
17.56
KoVAE
2026.01
0.485
0.565
8.693
HeTVAE
2026.01
0.5
0.806
17.199
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