Our new X account is live! Follow @wizwand_team for updates
Home
/
Benchmarks
Irregular-to-regular Time Series Generation on Stocks 50% missing
Loading...
0.137
DS Score
Diff-MN
0.12308
0.21704
0.311
0.40496
Jan 20, 2026
DS Score
MDD
KL Divergence
Updated 4d ago
Evaluation Results
Method
Method
Links
DS Score
MDD
KL Divergence
Diff-MN
Missing Rate=50%
2026.01
0.137
0.281
0.094
KoVAE
Missing Rate=50%
2026.01
0.187
0.662
0.859
GT-GAN
Missing Rate=50%
2026.01
0.326
0.589
0.181
TimeGAN-NCDE
Missing Rate=50%, Impu...
2026.01
0.442
1.605
6.776
HeTVAE
Missing Rate=50%
2026.01
0.443
0.773
1.4
Diffusion-NCDE
Missing Rate=50%, Impu...
2026.01
0.475
0.476
0.094
ProFITi
Missing Rate=50%
2026.01
0.483
0.408
0.121
TimeVAE-NCDE
Missing Rate=50%, Impu...
2026.01
0.485
0.726
0.259
Feedback
Search any
task
Search any
task