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Benchmarks
Time Series Generation on ECG5k 30% drop
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0.182
DS
Diff-MN
0.16928
0.25514
0.341
0.42686
Jan 20, 2026
DS
MDD
KL
Updated 4d ago
Evaluation Results
Method
Method
Links
DS
MDD
KL
Diff-MN
2026.01
0.182
0.09
0.014
Diffusion-NCDE
2026.01
0.334
0.187
0.095
TimeVAE-NCDE
2026.01
0.371
0.173
0.113
GT-GAN
2026.01
0.493
0.409
3.305
ProFITi
2026.01
0.496
0.185
0.053
HeTVAE
2026.01
0.496
0.492
8.574
KoVAE
2026.01
0.5
0.364
7.584
TimeGAN-NCDE
2026.01
0.5
0.592
16.615
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