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Benchmarks
Time Series Generation on ECG200 (70% drop)
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0.39
DS
Diff-MN
0.3856
0.4153
0.445
0.4747
Jan 20, 2026
DS
MDD
KL
Updated 4d ago
Evaluation Results
Method
Method
Links
DS
MDD
KL
Diff-MN
2026.01
0.39
0.253
0.113
TimeVAE-NCDE
2026.01
0.415
0.363
0.731
Diffusion-NCDE
2026.01
0.458
0.328
0.365
GT-GAN
2026.01
0.475
0.556
7.126
ProFITi
2026.01
0.48
0.325
0.149
KoVAE
2026.01
0.485
0.523
8.692
TimeGAN-NCDE
2026.01
0.49
0.806
17.57
HeTVAE
2026.01
0.5
0.81
17.193
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