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Benchmarks
Time Series Generation on ECGFD (70% drop)
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0.14
DS
Diff-MN
0.1284
0.2067
0.285
0.3633
Jan 20, 2026
DS
MDD
KL
Updated 4d ago
Evaluation Results
Method
Method
Links
DS
MDD
KL
Diff-MN
2026.01
0.14
0.833
0.04
ProFITi
2026.01
0.36
1.003
0.395
KoVAE
2026.01
0.38
1.604
10.144
Diffusion-NCDE
2026.01
0.38
0.958
1.117
TimeVAE-NCDE
2026.01
0.4
0.939
2.103
TimeGAN-NCDE
2026.01
0.42
1.608
13.165
GT-GAN
2026.01
0.43
0.99
3.754
HeTVAE
2026.01
0.43
1.532
13.445
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